Scrub fixture-body PII and harden cancellation gate (sec review)

/sh-security-review of PR #105 (5 fresh-context detectors + proof-or-kill
verifier) confirmed two diff-introduced findings; both fixed here.

F3 (medium, real PII in new fixtures): the harvest scrub replaced header
tokens but left real third-party PII in message BODIES -- an Amazon
contact's name/phone/personal email in non-coupa-02.eml and an internal
t.corp.amazon.com ticket URL in comment-02.eml, plus real submitter/attn
names recurring across the new_po corpus. Replaced every personal name,
phone, personal email, and internal URL with synthetic placeholders
(QP-soft-wrap aware) across both .eml bodies and expected goldens.
Extended test_fixture_hygiene to scan BODIES (phone shapes, corp URLs,
the leaked tokens), closing the header-only gap that let this through.

F1 (medium, cancellation gate): _CANCELLATION_SUBJECT was unanchored and
matched with .search(), unlike the anchored new_po pattern -- a subject
merely ending with the cancellation phrase could be routed to the sticky-
Cancelled write. Fully anchored it and switched to .match, and added a
body-corroboration gate (the real Coupa body independently restates
'Purchase Order #<po> ... has been cancelled'); a near-miss/misrouted
subject whose body does not corroborate now fails closed to the LLM
(new reason code cancellation_body_unconfirmed).

Pre-existing (advisory, not this PR): the LLM-fallback else->save_new_po
dispatch and undelimited extraction prompt (issue #101 family) are
byte-identical to main and unchanged here.

401 tests pass; ruff/format clean; cdk synth po-ingest clean.

lambdas/po/email_processor/template_parser.py

@@ -131,8 +131,15 @@ NEW_PO_SAFE_STATUSES = {"Issued - Created", "Issued - Scheduled for email"}
 _NEW_PO_SUBJECT = re.compile(
     r"^\*\*\*Copy for Reference\*\*\* New Purchase Order\s+(?P<po>\S+)\s+has been issued$"
 )
+# Fully anchored, symmetric with _NEW_PO_SUBJECT: the whole subject must be
+# "<SiteName> Purchase Order #<PO#> has been cancelled" -- the SiteName prefix
+# is bounded (no '#', no newline, <=80 chars) so a subject that merely *ends*
+# with the cancellation phrase (e.g. a forwarded/quoted thread, or arbitrary
+# prefix text before the tail) is NOT misclassified as a cancellation and
+# routed to the sticky-Cancelled write. Matched with .match (see
+# classify_template), never .search.
 _CANCELLATION_SUBJECT = re.compile(
-    r"Purchase Order\s+#(?P<po>[A-Z0-9-]+)\s+has been cancelled\s*$"
+    r"^(?P<site>[^#\n]{0,80}?)Purchase Order\s+#(?P<po>[A-Z0-9-]+)\s+has been cancelled\s*$"
 )
 
 # PO number shape, e.g. 2D-21456967, FK-21920384, B187-17955555.
@@ -345,7 +352,7 @@ def classify_template(email_data):
     subject = _clean(email_data.get("subject")) or ""
     if _NEW_PO_SUBJECT.match(subject):
         return "coupa_new_po", "ok"
-    if _CANCELLATION_SUBJECT.search(subject):
+    if _CANCELLATION_SUBJECT.match(subject):
         return "coupa_cancellation", "ok"
     return "unknown", "subject_no_match"
 
@@ -356,7 +363,7 @@ def _subject_po_id(email_data):
     m = _NEW_PO_SUBJECT.match(subject)
     if m:
         return m.group("po")
-    m = _CANCELLATION_SUBJECT.search(subject)
+    m = _CANCELLATION_SUBJECT.match(subject)
     if m:
         return m.group("po")
     return None
@@ -614,8 +621,18 @@ def validate(candidate, template_id, email_data):
         return False, "po_id_mismatch"
 
     if template_id == "coupa_cancellation":
-        # Cancellation is complete once po_number is proven; save_cancellation
+        # Body corroboration: the subject SiteName prefix is free text, so the
-        # sets status=Cancelled by po_number and needs nothing else.
+        # anchored subject alone cannot distinguish a genuine Coupa cancellation
+        # from an arbitrary "<prefix> Purchase Order #<po> has been cancelled"
+        # subject. The real Coupa body independently restates the id in a
+        # "Purchase Order #<po> ... has been cancelled" notice; require that
+        # (with the SAME po_number) before marking a PO sticky-Cancelled, so a
+        # misrouted/near-miss email fails closed to the LLM instead. (SEC review
+        # of PR #105, F1.)
+        body = email_data.get("body") or ""
+        restated = re.search(r"Purchase Order\s+#" + re.escape(str(po)) + r"\b", body)
+        if not restated or "cancelled" not in body.lower():
+            return False, "cancellation_body_unconfirmed"
         return True, "ok"
 
     # ---- coupa_new_po ----

lambdas/po/email_processor/tests/fixtures/adversarial/adv-bullet-supplier-mismatch.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -283,14 +283,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -478,7 +478,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-city-no-comma.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-dual-total-mismatch.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-dup-label-swap.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-duplicate-needby.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-line-non-usd.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -136,7 +136,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -260,14 +260,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -455,7 +455,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-missing-location-code.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -159,7 +159,7 @@ Amazon.com Services LLC (DYO1)
 500 Hudson Valley
 New Windsor, NY 12553-4744
 United States
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -283,14 +283,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -478,7 +478,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-missing-status.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -157,7 +157,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -281,14 +281,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -476,7 +476,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-non-usd.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-po-id-mismatch.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-prompt-injection.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -285,14 +285,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -480,7 +480,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-shipto-equals-supplier.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-single-supplier-label.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Vendor
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-status-pending.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-supplier-not-seahaven.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 ACME INDUSTRIAL CO:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-truncated-line-amount.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-unlabeled-bullet.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/adversarial/adv-url-id-mismatch.eml

@@ -86,10 +86,10 @@ This is to inform you Purchase Order 2D-12503765 from Amazon has been issued,=
 cess to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -160,7 +160,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -284,14 +284,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -479,7 +479,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/ai-fallback/comment-01.eml

@@ -57,7 +57,7 @@ Coupa
 New Comment on Purchase Order for Amazon
 ----------------------------------------
 
-Marcus Bellwood at Amazon added a new comment to
+Avery Mockwood at Amazon added a new comment to
 Purchase Order #2D-80521293 on 04/21/26 at 11:32 AM
 
 The comment is "Both Lines update to 67421"
@@ -306,7 +306,7 @@ argin: 0; padding: 0;" align=3D"left">
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=
 erif; font-weight: normal; text-align: left; line-height: 1.3; font-size: 1=
 6px; margin: 0 0 10px; padding: 0;" align=3D"left">
-            Marcus Bellwood at Amazon added a new comment to Purchase Order=
+            Avery Mockwood at Amazon added a new comment to Purchase Order=
  #2D-80521293 on <b>04/21/26</b> at <b>11:32 AM</b>
           </p>
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=

lambdas/po/email_processor/tests/fixtures/ai-fallback/comment-02.eml

@@ -57,11 +57,11 @@ Coupa
 New Comment on Purchase Order for Amazon
 ----------------------------------------
 
-Marcus Bellwood at Amazon added a new comment to Purchase
+Avery Mockwood at Amazon added a new comment to Purchase
 Order #FK-31405385 on 05/20/26 at 03:58 PM
 
 The comment is "DUPLICATE SCOPE ON TICKET
-https://t.corp.amazon.com/V2213407766/communication"
+https://ticket.example.invalid/SCRUBBED/communication"
 
 You can review the Purchase Order details or respond
 by clicking below.
@@ -307,14 +307,13 @@ argin: 0; padding: 0;" align=3D"left">
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=
 erif; font-weight: normal; text-align: left; line-height: 1.3; font-size: 1=
 6px; margin: 0 0 10px; padding: 0;" align=3D"left">
-            Marcus Bellwood at Amazon added a new comment to Purchase Order=
+            Avery Mockwood at Amazon added a new comment to Purchase Order=
  #FK-31405385 on <b>05/20/26</b> at <b>03:58 PM</b>
           </p>
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=
 erif; font-weight: normal; text-align: left; line-height: 1.3; font-size: 1=
 6px; margin: 0 0 10px; padding: 0;" align=3D"left">
-            The comment is <b>"DUPLICATE SCOPE ON TICKET https://t.corp.ama=
+            The comment is <b>"DUPLICATE SCOPE ON TICKET https://ticket.example.invalid/SCRUBBED/communication"</b>
-zon.com/V2213407766/communication"</b>
           </p>
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=
 erif; font-weight: normal; text-align: left; line-height: 1.3; font-size: 1=

lambdas/po/email_processor/tests/fixtures/ai-fallback/comment-03.eml

@@ -57,7 +57,7 @@ Coupa
 New Comment on Purchase Order for Amazon
 ----------------------------------------
 
-Tamara Ellison at Amazon added a new comment to
+Riley Samplison at Amazon added a new comment to
 Purchase Order #2D-29170447 on 07/07/26 at 11:17 AM
 
 The comment is "Quote for uplift "
@@ -306,7 +306,7 @@ argin: 0; padding: 0;" align=3D"left">
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=
 erif; font-weight: normal; text-align: left; line-height: 1.3; font-size: 1=
 6px; margin: 0 0 10px; padding: 0;" align=3D"left">
-            Tamara Ellison at Amazon added a new comment to Purchase Order =
+            Riley Samplison at Amazon added a new comment to Purchase Order =
 #2D-29170447 on <b>07/07/26</b> at <b>11:17 AM</b>
           </p>
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=

lambdas/po/email_processor/tests/fixtures/ai-fallback/comment-04.eml

@@ -57,7 +57,7 @@ Coupa
 New Comment on Purchase Order for Amazon
 ----------------------------------------
 
-Omar Castellanos at Amazon added a new comment to
+Skyler Testanos at Amazon added a new comment to
 Purchase Order #FK-63652488 on 05/19/26 at 05:16 PM
 
 The comment is "Can I get the full scope for this
@@ -307,7 +307,7 @@ argin: 0; padding: 0;" align=3D"left">
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=
 erif; font-weight: normal; text-align: left; line-height: 1.3; font-size: 1=
 6px; margin: 0 0 10px; padding: 0;" align=3D"left">
-            Omar Castellanos at Amazon added a new comment to Purchase Orde=
+            Skyler Testanos at Amazon added a new comment to Purchase Orde=
 r #FK-63652488 on <b>05/19/26</b> at <b>05:16 PM</b>
           </p>
           <p style=3D"color: #333; font-family: Roboto Regular,Arial,sans-s=

lambdas/po/email_processor/tests/fixtures/ai-fallback/new-po-05.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Dana Whitfield
+Morgan Testfield
 
 On Behalf Of
-Dana Whitfield
+Morgan Testfield
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -152,7 +152,7 @@ Amazon.com Services LLC (DBL1)
 Bristol, CT 06010
 United States
 Location Code: 55197195
-Attn: Felix Norwood
+Attn: Reese Dummwood
 
 Lines
 
@@ -293,14 +293,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Dana Whitfield</td>
+-bottom: 4px;">Morgan Testfield</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Dana Whitfield</td>
+-bottom: 4px;">Morgan Testfield</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -525,7 +525,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DBL1)<br>71 Horizon Dr<br>Bristol, CT 06010<br>Uni=
-ted States<br>Location Code: 55197195<br>Attn: Felix Norwood
+ted States<br>Location Code: 55197195<br>Attn: Reese Dummwood
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/ai-fallback/new-po-06.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Renee Okafor
+Quinn Fixtor
 
 On Behalf Of
-Renee Okafor
+Quinn Fixtor
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -140,7 +140,7 @@ Amazon.com Services LLC (DBO7)
 Holyoke, MA 01040
 United States
 Location Code: 55548898
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -270,14 +270,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Renee Okafor</td>
+-bottom: 4px;">Quinn Fixtor</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Renee Okafor</td>
+-bottom: 4px;">Quinn Fixtor</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -482,7 +482,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DBO7)<br>161 Lower Westfield Rd<br>Holyoke, MA 010=
-40<br>United States<br>Location Code: 55548898<br>Attn: Priya Raghavan
+40<br>United States<br>Location Code: 55548898<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/ai-fallback/new-po-07.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Felix Norwood
+Reese Dummwood
 
 On Behalf Of
-Felix Norwood
+Reese Dummwood
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -140,7 +140,7 @@ DAB5- Amazon.com Services LLC (DAB5)
 Brooklyn, NY 11231
 United States
 Location Code: 506556365
-Attn: Colin Marsh
+Attn: Alex Fixtly
 
 Lines
 
@@ -270,14 +270,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Felix Norwood</td>
+-bottom: 4px;">Reese Dummwood</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Felix Norwood</td>
+-bottom: 4px;">Reese Dummwood</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -482,7 +482,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 DAB5- Amazon.com Services LLC (DAB5)<br>270 Richards St<br>Brooklyn, NY 112=
-31<br>United States<br>Location Code: 506556365<br>Attn: Colin Marsh
+31<br>United States<br>Location Code: 506556365<br>Attn: Alex Fixtly
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/ai-fallback/non-coupa-02.eml

@@ -75,7 +75,7 @@ X-Gm-Features: ScrubbedFixturePlaceholderTokenValue0123456789QqZzXxJjKkWwYyVvS
 Message-ID: <abcdef0123456789abcdef0123456789ab_cdef0123456789+a@mail.gmail.com>
 Subject: =?UTF-8?Q?Re=3A_DJZ5_=2D_Request_for_Service_Completion_=E2=80=93_PO_=232D?=
 	=?UTF-8?Q?=2D14783046?=
-To: "Castellan, Sam [C]" <user239@amazon.com>
+To: "Fixtonly, Pat [C]" <user239@amazon.com>
 Cc: "adam@seahavenind.com" <adam@seahavenind.com>, 
 	"amazon_po@int.seahaven.com" <amazon_po@int.seahaven.com>, "O'Donohue, Joe [C]" <user650@amazon.com>, 
 	"Hastrup, Richard" <user172@amazon.com>
@@ -85,7 +85,7 @@ Content-Type: multipart/alternative; boundary="000000000000f8b7a4065478e2c5"
 Content-Type: text/plain; charset="UTF-8"
 Content-Transfer-Encoding: quoted-printable
 
-Good Afternoon Sam-
+Good Afternoon Pat-
 
 Thank you for your email.
 
@@ -98,7 +98,7 @@ the high traffic this site gets.
 Daniel
 
 
-On Wed, Jun 17, 2026 at 4:23=E2=80=AFPM Castellan, Sam [C] <user239@amazon.=
+On Wed, Jun 17, 2026 at 4:23=E2=80=AFPM Fixtonly, Pat [C] <user239@amazon.=
 com>
 wrote:
 
@@ -123,15 +123,15 @@ y
 >
 >
 >
-> Sam Castellan
+> Pat Fixtonly
 >
 > Regional Area Maintenance Manager
 >
 > C&W Services | Amazon
 >
-> C: (326) 245-0632
+> C: (000) 555-0100
 >
-> E: *scastel@amazon.c <user239@amazon.com>om *
+> E: *user000@amazon.c <user239@amazon.com>om *
 >
 >
 >
@@ -140,14 +140,14 @@ y
 Content-Type: text/html; charset="UTF-8"
 Content-Transfer-Encoding: quoted-printable
 
-<div dir=3D"ltr">Good Afternoon Sam-<div><br>Thank you for your email.</div=
+<div dir=3D"ltr">Good Afternoon Pat-<div><br>Thank you for your email.</div=
 ><div><br></div><div>This request was completed=C2=A0back in December of 20=
 25.=C2=A0=C2=A0</div><div><br></div><div>I will have our team review this t=
 omorrow, but since it&#39;s been six months, I would imagine the area looks=
  like it was never done specifically due to the high traffic this site gets=
 .</div><div><br></div><div>Daniel</div><div><br></div></div><br><div class=
 =3D"gmail_quote gmail_quote_container"><div dir=3D"ltr" class=3D"gmail_attr=
-">On Wed, Jun 17, 2026 at 4:23=E2=80=AFPM Castellan, Sam [C] &lt;<a href=3D=
+">On Wed, Jun 17, 2026 at 4:23=E2=80=AFPM Fixtonly, Pat [C] &lt;<a href=3D=
 "mailto:user239@amazon.com">user239@amazon.com</a>&gt; wrote:<br></div><blo=
 ckquote class=3D"gmail_quote" style=3D"margin:0px 0px 0px 0.8ex;border-left=
 :1px solid rgb(204,204,204);padding-left:1ex"><div class=3D"msg639702525558=
@@ -175,7 +175,7 @@ d.<u></u><u></u></p>
 <p class=3D"MsoNormal"><u></u>=C2=A0<u></u></p>
 <p class=3D"MsoNormal" style=3D"background:white"><span style=3D"font-size:=
 10pt;font-family:&quot;Amazon Ember Display&quot;,sans-serif;color:rgb(31,7=
-3,125);border:1pt windowtext;padding:0in">Sam Castellan</span><span style=
+3,125);border:1pt windowtext;padding:0in">Pat Fixtonly</span><span style=
 =3D"font-size:11.5pt;font-family:&quot;Segoe UI&quot;,sans-serif;color:rgb(=
 36,36,36)"><u></u><u></u></span></p>
 <p class=3D"MsoNormal" style=3D"background:white"><span style=3D"font-size:=
@@ -190,7 +190,7 @@ on</span><span style=3D"font-size:11.5pt;font-family:&quot;Segoe UI&quot;,s=
 ans-serif;color:rgb(36,36,36)"><u></u><u></u></span></p>
 <p class=3D"MsoNormal" style=3D"background:white"><span style=3D"font-size:=
 10pt;font-family:&quot;Amazon Ember Display&quot;,sans-serif;color:rgb(31,7=
-3,125);border:1pt windowtext;padding:0in">C: (326) 245-0632</span><span sty=
+3,125);border:1pt windowtext;padding:0in">C: (000) 555-0100</span><span sty=
 le=3D"font-size:11.5pt;font-family:&quot;Segoe UI&quot;,sans-serif;color:rg=
 b(36,36,36)"><u></u><u></u></span></p>
 <p class=3D"MsoNormal" style=3D"background:white"><span style=3D"font-size:=
@@ -201,7 +201,7 @@ b(36,36,36)"><u></u><u></u></span></p>
 ont-size:10pt;font-family:&quot;Amazon Ember Display&quot;,sans-serif;color=
 :rgb(5,99,193);border:1pt windowtext;padding:0in"><a href=3D"mailto:user239=
 @amazon.com" title=3D"mailto:user239@amazon.com" target=3D"_blank"><span st=
-yle=3D"color:blue">scastel@amazon.c</span></a>om=C2=A0</span></u><span styl=
+yle=3D"color:blue">user000@amazon.c</span></a>om=C2=A0</span></u><span styl=
 e=3D"font-size:11.5pt;font-family:&quot;Segoe UI&quot;,sans-serif;color:rgb=
 (36,36,36)"><u></u><u></u></span></p>
 <p class=3D"MsoNormal"><u></u>=C2=A0<u></u></p>

lambdas/po/email_processor/tests/fixtures/ai-fallback/non-coupa-03.eml

@@ -38,7 +38,7 @@ Cc: "Reed, Andrew" <user835@amazon.com>
 Content-Language: en-US
 Content-Type: multipart/related; boundary="_005_SA3PR18MB5650CD69CB4F3448A25E4309C6382SA3PR18MB5650namp_"; type="multipart/alternative"
 Date: Mon, 11 May 2026 11:17:25 +0000
-From: "Bellwood, Max" <user158@amazon.com>
+From: "Fixtwood, Max" <user158@amazon.com>
 In-Reply-To: <user906@SA3PR18MB5650.namprd18.prod.outlook.com>
 Message-ID: <abcdef0123456789-abcdef01-2345-6789-abcd-ef0123456789-abcdef@us-west-2.amazonses.com>
 Mime-Version: 1.0
@@ -103,7 +103,7 @@ site to perform the PMs?
 [cid:image001.png@01DCE116.32728B90]
 
 Thanks,
-Max Bellwood
+Max Fixtwood
 Facilities Coordinator SDF9
 user158@amazon.com<mailto:user158@amazon.com>
 [cid:image002.png@01DCE116.32728B90]
@@ -184,7 +184,7 @@ e expect someone to come on site to perform the PMs?<o:p></o:p></p>
 <p class=3D"MsoNormal"><o:p>&nbsp;</o:p></p>
 <p class=3D"MsoNormal">Thanks,<o:p></o:p></p>
 <p class=3D"MsoNormal"><b><i><span style=3D"font-size:14.0pt;color:#0066CC"=
->Max Bellwood<o:p></o:p></span></i></b></p>
+>Max Fixtwood<o:p></o:p></span></i></b></p>
 <p class=3D"MsoNormal">Facilities Coordinator SDF9<span style=3D"font-size:=
 11.0pt"><o:p></o:p></span></p>
 <p class=3D"MsoNormal"><a href=3D"mailto:user158@amazon.com">user158@amazon=

lambdas/po/email_processor/tests/fixtures/expected/new-po-01.json

@@ -3,8 +3,8 @@
  "po_number": "2D-12503765",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Priya Raghavan",
+ "submitted_by": "Robin Sampleton",
- "on_behalf_of": "Priya Raghavan",
+ "on_behalf_of": "Robin Sampleton",
  "order_date": "05/12/26",
  "revision_date": "05/12/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "NY",
   "zip": "12553-4744",
   "location_code": "207735629",
-  "attn": "Priya Raghavan"
+  "attn": "Robin Sampleton"
  },
  "total_amount": 55206.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-02.json

@@ -3,8 +3,8 @@
  "po_number": "2D-16899815",
  "po_status": "Issued - Scheduled for email",
  "source_system": "coupa",
- "submitted_by": "Tamara Ellison",
+ "submitted_by": "Riley Samplison",
- "on_behalf_of": "Tamara Ellison",
+ "on_behalf_of": "Riley Samplison",
  "order_date": "06/16/26",
  "revision_date": "06/16/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "RI",
   "zip": "02919",
   "location_code": "115434418",
-  "attn": "Tamara Ellison"
+  "attn": "Riley Samplison"
  },
  "total_amount": 5163.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-03.json

@@ -3,8 +3,8 @@
  "po_number": "2D-19081183",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Colin Marsh",
+ "submitted_by": "Alex Fixtly",
- "on_behalf_of": "Colin Marsh",
+ "on_behalf_of": "Alex Fixtly",
  "order_date": "04/22/26",
  "revision_date": "04/22/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "MA",
   "zip": "01569",
   "location_code": "947104437",
-  "attn": "Colin Marsh"
+  "attn": "Alex Fixtly"
  },
  "total_amount": 1270.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-04.json

@@ -3,8 +3,8 @@
  "po_number": "2D-61746565",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Marcus Bellwood",
+ "submitted_by": "Avery Mockwood",
- "on_behalf_of": "Marcus Bellwood",
+ "on_behalf_of": "Avery Mockwood",
  "order_date": "06/04/26",
  "revision_date": "06/04/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "CA",
   "zip": "92324",
   "location_code": "244472611",
-  "attn": "Marcus Bellwood"
+  "attn": "Avery Mockwood"
  },
  "total_amount": 1542.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-08.json

@@ -3,8 +3,8 @@
  "po_number": "2D-46259643",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Colin Marsh",
+ "submitted_by": "Alex Fixtly",
- "on_behalf_of": "Colin Marsh",
+ "on_behalf_of": "Alex Fixtly",
  "order_date": "05/19/26",
  "revision_date": "05/19/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "MA",
   "zip": "02149",
   "location_code": "423891758",
-  "attn": "Colin Marsh"
+  "attn": "Alex Fixtly"
  },
  "total_amount": 5237.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-09.json

@@ -3,8 +3,8 @@
  "po_number": "2D-14747241",
  "po_status": "Issued - Scheduled for email",
  "source_system": "coupa",
- "submitted_by": "Omar Castellanos",
+ "submitted_by": "Skyler Testanos",
- "on_behalf_of": "Omar Castellanos",
+ "on_behalf_of": "Skyler Testanos",
  "order_date": "06/28/26",
  "revision_date": "06/28/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "AK",
   "zip": "99709-4755",
   "location_code": "966602300",
-  "attn": "Omar Castellanos"
+  "attn": "Skyler Testanos"
  },
  "total_amount": 1241.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-10.json

@@ -3,8 +3,8 @@
  "po_number": "2D-65755709",
  "po_status": "Issued - Scheduled for email",
  "source_system": "coupa",
- "submitted_by": "Hector Zamora",
+ "submitted_by": "Jordan Placer",
- "on_behalf_of": "Hector Zamora",
+ "on_behalf_of": "Jordan Placer",
  "order_date": "06/18/26",
  "revision_date": "06/18/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "OK",
   "zip": "74501-3329",
   "location_code": "950698987",
-  "attn": "Hector Zamora"
+  "attn": "Jordan Placer"
  },
  "total_amount": 7653.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-11.json

@@ -3,8 +3,8 @@
  "po_number": "2D-29641169",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Victor Lindgren",
+ "submitted_by": "Taylor Stubbsen",
- "on_behalf_of": "Victor Lindgren",
+ "on_behalf_of": "Taylor Stubbsen",
  "order_date": "05/16/26",
  "revision_date": "05/16/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "IL",
   "zip": "61554-7831",
   "location_code": "923574006",
-  "attn": "Victor Lindgren"
+  "attn": "Taylor Stubbsen"
  },
  "total_amount": 2299.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-12.json

@@ -3,8 +3,8 @@
  "po_number": "FK-54796376",
  "po_status": "Issued - Scheduled for email",
  "source_system": "coupa",
- "submitted_by": "Ingrid Fossum",
+ "submitted_by": "Casey Mockler",
- "on_behalf_of": "Ingrid Fossum",
+ "on_behalf_of": "Casey Mockler",
  "order_date": "06/22/26",
  "revision_date": "06/22/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "CA",
   "zip": "94005",
   "location_code": "843684581",
-  "attn": "Ingrid Fossum"
+  "attn": "Casey Mockler"
  },
  "total_amount": 8846.9,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-13.json

@@ -3,8 +3,8 @@
  "po_number": "FK-36562759",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Renee Okafor",
+ "submitted_by": "Quinn Fixtor",
- "on_behalf_of": "Renee Okafor",
+ "on_behalf_of": "Quinn Fixtor",
  "order_date": "06/01/26",
  "revision_date": "06/01/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "CA",
   "zip": "90065",
   "location_code": "16462771",
-  "attn": "Renee Okafor"
+  "attn": "Quinn Fixtor"
  },
  "total_amount": 2760.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-14.json

@@ -3,8 +3,8 @@
  "po_number": "2D-78768854",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Colin Marsh",
+ "submitted_by": "Alex Fixtly",
- "on_behalf_of": "Colin Marsh",
+ "on_behalf_of": "Alex Fixtly",
  "order_date": "05/05/26",
  "revision_date": "05/05/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "ME",
   "zip": "04736-3887",
   "location_code": "188152232",
-  "attn": "Colin Marsh"
+  "attn": "Alex Fixtly"
  },
  "total_amount": 283.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-15.json

@@ -3,8 +3,8 @@
  "po_number": "2D-61199344",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Hector Zamora",
+ "submitted_by": "Jordan Placer",
- "on_behalf_of": "Hector Zamora",
+ "on_behalf_of": "Jordan Placer",
  "order_date": "05/01/26",
  "revision_date": "05/01/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "ND",
   "zip": "58701",
   "location_code": "701517830",
-  "attn": "Hector Zamora"
+  "attn": "Jordan Placer"
  },
  "total_amount": 8145.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-16.json

@@ -3,8 +3,8 @@
  "po_number": "2D-41262802",
  "po_status": "Issued - Scheduled for email",
  "source_system": "coupa",
- "submitted_by": "Dana Whitfield",
+ "submitted_by": "Morgan Testfield",
- "on_behalf_of": "Dana Whitfield",
+ "on_behalf_of": "Morgan Testfield",
  "order_date": "07/10/26",
  "revision_date": "07/10/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "WI",
   "zip": "54476",
   "location_code": "335960161",
-  "attn": "Dana Whitfield"
+  "attn": "Morgan Testfield"
  },
  "total_amount": 5765.76,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-17.json

@@ -3,8 +3,8 @@
  "po_number": "2D-35742540",
  "po_status": "Issued - Scheduled for email",
  "source_system": "coupa",
- "submitted_by": "Ingrid Fossum",
+ "submitted_by": "Casey Mockler",
- "on_behalf_of": "Ingrid Fossum",
+ "on_behalf_of": "Casey Mockler",
  "order_date": "06/13/26",
  "revision_date": "06/13/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "IL",
   "zip": "62305",
   "location_code": "658431516",
-  "attn": "Ingrid Fossum"
+  "attn": "Casey Mockler"
  },
  "total_amount": 3520.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-18.json

@@ -3,8 +3,8 @@
  "po_number": "2D-95847852",
  "po_status": "Issued - Scheduled for email",
  "source_system": "coupa",
- "submitted_by": "Dana Whitfield",
+ "submitted_by": "Morgan Testfield",
- "on_behalf_of": "Dana Whitfield",
+ "on_behalf_of": "Morgan Testfield",
  "order_date": "07/02/26",
  "revision_date": "07/02/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "KY",
   "zip": "40741",
   "location_code": "113248912",
-  "attn": "Dana Whitfield"
+  "attn": "Morgan Testfield"
  },
  "total_amount": 1643.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-19.json

@@ -3,8 +3,8 @@
  "po_number": "2D-75027869",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Hector Zamora",
+ "submitted_by": "Jordan Placer",
- "on_behalf_of": "Hector Zamora",
+ "on_behalf_of": "Jordan Placer",
  "order_date": "04/16/26",
  "revision_date": "04/16/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "PA",
   "zip": "17552",
   "location_code": "591685096",
-  "attn": "Hector Zamora"
+  "attn": "Jordan Placer"
  },
  "total_amount": 2883.61,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/expected/new-po-20.json

@@ -3,8 +3,8 @@
  "po_number": "2D-45085104",
  "po_status": "Issued - Created",
  "source_system": "coupa",
- "submitted_by": "Victor Lindgren",
+ "submitted_by": "Taylor Stubbsen",
- "on_behalf_of": "Victor Lindgren",
+ "on_behalf_of": "Taylor Stubbsen",
  "order_date": "04/21/26",
  "revision_date": "04/21/26",
  "last_opened": null,
@@ -25,7 +25,7 @@
   "state": "IN",
   "zip": "46143",
   "location_code": "561142752",
-  "attn": "Victor Lindgren"
+  "attn": "Taylor Stubbsen"
  },
  "total_amount": 1357.0,
  "currency": "USD",

lambdas/po/email_processor/tests/fixtures/new-po/new-po-01.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Priya Raghavan
+Robin Sampleton
 
 On Behalf Of
-Priya Raghavan
+Robin Sampleton
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -136,7 +136,7 @@ Amazon.com Services LLC (DYO1)
 New Windsor, NY 12553-4744
 United States
 Location Code: 207735629
-Attn: Priya Raghavan
+Attn: Robin Sampleton
 
 Lines
 
@@ -260,14 +260,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Priya Raghavan</td>
+-bottom: 4px;">Robin Sampleton</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -455,7 +455,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (DYO1)<br>500 Hudson Valley<br>New Windsor, NY 1255=
-3-4744<br>United States<br>Location Code: 207735629<br>Attn: Priya Raghavan
+3-4744<br>United States<br>Location Code: 207735629<br>Attn: Robin Sampleton
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-02.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Tamara Ellison
+Riley Samplison
 
 On Behalf Of
-Tamara Ellison
+Riley Samplison
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -136,7 +136,7 @@ Amazon.com Services LLC (PVD2)
 Johnston, RI 02919
 United States
 Location Code: 115434418
-Attn: Tamara Ellison
+Attn: Riley Samplison
 
 Lines
 
@@ -263,14 +263,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Tamara Ellison</td>
+-bottom: 4px;">Riley Samplison</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Tamara Ellison</td>
+-bottom: 4px;">Riley Samplison</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -459,7 +459,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (PVD2)<br>2120 Hartford Ave<br>Johnston, RI 02919<b=
-r>United States<br>Location Code: 115434418<br>Attn: Tamara Ellison
+r>United States<br>Location Code: 115434418<br>Attn: Riley Samplison
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-03.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Colin Marsh
+Alex Fixtly
 
 On Behalf Of
-Colin Marsh
+Alex Fixtly
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -137,7 +137,7 @@ Amazon.com Services LLC (ORH5)
 Uxbridge, MA 01569
 United States
 Location Code: 947104437
-Attn: Colin Marsh
+Attn: Alex Fixtly
 
 Lines
 
@@ -265,14 +265,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Colin Marsh</td>
+-bottom: 4px;">Alex Fixtly</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Colin Marsh</td>
+-bottom: 4px;">Alex Fixtly</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -462,7 +462,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (ORH5)<br>515 Douglas St<br>Uxbridge, MA 01569<br>U=
-nited States<br>Location Code: 947104437<br>Attn: Colin Marsh
+nited States<br>Location Code: 947104437<br>Attn: Alex Fixtly
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-04.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Marcus Bellwood
+Avery Mockwood
 
 On Behalf Of
-Marcus Bellwood
+Avery Mockwood
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -136,7 +136,7 @@ Amazon Non Inventory (SBD6)
 Colton, CA 92324
 United States
 Location Code: 244472611
-Attn: Marcus Bellwood
+Attn: Avery Mockwood
 
 Lines
 
@@ -260,14 +260,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Marcus Bellwood</td>
+-bottom: 4px;">Avery Mockwood</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Marcus Bellwood</td>
+-bottom: 4px;">Avery Mockwood</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -455,7 +455,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon Non Inventory (SBD6)<br>510 W Birch Ct #650<br>Colton, CA 92324<br>U=
-nited States<br>Location Code: 244472611<br>Attn: Marcus Bellwood
+nited States<br>Location Code: 244472611<br>Attn: Avery Mockwood
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-08.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Colin Marsh
+Alex Fixtly
 
 On Behalf Of
-Colin Marsh
+Alex Fixtly
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ Amazon.com Services LLC (HBO2)
 Everett, MA 02149
 United States
 Location Code: 423891758
-Attn: Colin Marsh
+Attn: Alex Fixtly
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Colin Marsh</td>
+-bottom: 4px;">Alex Fixtly</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Colin Marsh</td>
+-bottom: 4px;">Alex Fixtly</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -450,7 +450,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (HBO2)<br>34 Market St<br>Everett, MA 02149<br>Unit=
-ed States<br>Location Code: 423891758<br>Attn: Colin Marsh
+ed States<br>Location Code: 423891758<br>Attn: Alex Fixtly
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-09.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Omar Castellanos
+Skyler Testanos
 
 On Behalf Of
-Omar Castellanos
+Skyler Testanos
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ WFB1 - Amazon.com Services LLC (WFB1)
 Fairbanks, AK 99709-4755
 United States
 Location Code: 966602300
-Attn: Omar Castellanos
+Attn: Skyler Testanos
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Omar Castellanos</td>
+-bottom: 4px;">Skyler Testanos</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Omar Castellanos</td>
+-bottom: 4px;">Skyler Testanos</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -451,8 +451,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 WFB1 - Amazon.com Services LLC (WFB1)<br>3121 Airport Way<br>Fairbanks, AK =
-99709-4755<br>United States<br>Location Code: 966602300<br>Attn: Omar Caste=
+99709-4755<br>United States<br>Location Code: 966602300<br>Attn: Skyler Testanos
-llanos
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-10.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Hector Zamora
+Jordan Placer
 
 On Behalf Of
-Hector Zamora
+Jordan Placer
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ WOM5 - Amazon.com Services LLC (WOM5)
 MCALESTER, OK 74501-3329
 United States
 Location Code: 950698987
-Attn: Hector Zamora
+Attn: Jordan Placer
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Hector Zamora</td>
+-bottom: 4px;">Jordan Placer</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Hector Zamora</td>
+-bottom: 4px;">Jordan Placer</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -452,8 +452,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 WOM5 - Amazon.com Services LLC (WOM5)<br>601 W TAYLOR AVE<br>MCALESTER, OK =
-74501-3329<br>United States<br>Location Code: 950698987<br>Attn: Hector Zam=
+74501-3329<br>United States<br>Location Code: 950698987<br>Attn: Jordan Placer
-ora
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-11.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Victor Lindgren
+Taylor Stubbsen
 
 On Behalf Of
-Victor Lindgren
+Taylor Stubbsen
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ Amazon.com Services LLC (WIL1)
 North Pekin, IL 61554-7831
 United States
 Location Code: 923574006
-Attn: Victor Lindgren
+Attn: Taylor Stubbsen
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Victor Lindgren</td>
+-bottom: 4px;">Taylor Stubbsen</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Victor Lindgren</td>
+-bottom: 4px;">Taylor Stubbsen</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -451,8 +451,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC (WIL1)<br>1961 Edgewater Drive<br>North Pekin, IL 6=
-1554-7831<br>United States<br>Location Code: 923574006<br>Attn: Victor Lind=
+1554-7831<br>United States<br>Location Code: 923574006<br>Attn: Taylor Stubbsen
-gren
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-12.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Ingrid Fossum
+Casey Mockler
 
 On Behalf Of
-Ingrid Fossum
+Casey Mockler
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ Prime Now LLC- USF4 (USF4)
 BRISBANE, CA 94005
 United States
 Location Code: 843684581
-Attn: Ingrid Fossum
+Attn: Casey Mockler
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Ingrid Fossum</td>
+-bottom: 4px;">Casey Mockler</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Ingrid Fossum</td>
+-bottom: 4px;">Casey Mockler</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -452,7 +452,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 Prime Now LLC- USF4 (USF4)<br>455 Valley Drive<br>BRISBANE, CA 94005<br>Uni=
-ted States<br>Location Code: 843684581<br>Attn: Ingrid Fossum
+ted States<br>Location Code: 843684581<br>Attn: Casey Mockler
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-13.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Renee Okafor
+Quinn Fixtor
 
 On Behalf Of
-Renee Okafor
+Quinn Fixtor
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ Prime Now LLC (UCA5)
 Los Angeles, CA 90065
 United States
 Location Code: 16462771
-Attn: Renee Okafor
+Attn: Quinn Fixtor
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Renee Okafor</td>
+-bottom: 4px;">Quinn Fixtor</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Renee Okafor</td>
+-bottom: 4px;">Quinn Fixtor</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -451,7 +451,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Prime Now LLC (UCA5)<br>3334 San Fernando Rd.<br>Los Angeles, CA 90065<br>U=
-nited States<br>Location Code: 16462771<br>Attn: Renee Okafor
+nited States<br>Location Code: 16462771<br>Attn: Quinn Fixtor
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-14.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Colin Marsh
+Alex Fixtly
 
 On Behalf Of
-Colin Marsh
+Alex Fixtly
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ WME5 - Amazon.com Services LLC (WME5)
 CARIBOU, ME 04736-3887
 United States
 Location Code: 188152232
-Attn: Colin Marsh
+Attn: Alex Fixtly
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Colin Marsh</td>
+-bottom: 4px;">Alex Fixtly</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Colin Marsh</td>
+-bottom: 4px;">Alex Fixtly</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -450,7 +450,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 WME5 - Amazon.com Services LLC (WME5)<br>33 ALDRICH DR<br>CARIBOU, ME 04736=
--3887<br>United States<br>Location Code: 188152232<br>Attn: Colin Marsh
+-3887<br>United States<br>Location Code: 188152232<br>Attn: Alex Fixtly
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-15.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Hector Zamora
+Jordan Placer
 
 On Behalf Of
-Hector Zamora
+Jordan Placer
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ WND3 - Amazon.com Services LLC
 Minot, ND 58701
 United States
 Location Code: 701517830
-Attn: Hector Zamora
+Attn: Jordan Placer
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Hector Zamora</td>
+-bottom: 4px;">Jordan Placer</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Hector Zamora</td>
+-bottom: 4px;">Jordan Placer</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -451,7 +451,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 WND3 - Amazon.com Services LLC<br>220 64th St SE<br>Minot, ND 58701<br>Unit=
-ed States<br>Location Code: 701517830<br>Attn: Hector Zamora
+ed States<br>Location Code: 701517830<br>Attn: Jordan Placer
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-16.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Dana Whitfield
+Morgan Testfield
 
 On Behalf Of
-Dana Whitfield
+Morgan Testfield
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ WWI6 - Amazon.com Services LLC (WWI6)
 Weston, WI 54476
 United States
 Location Code: 335960161
-Attn: Dana Whitfield
+Attn: Morgan Testfield
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Dana Whitfield</td>
+-bottom: 4px;">Morgan Testfield</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Dana Whitfield</td>
+-bottom: 4px;">Morgan Testfield</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -451,7 +451,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 WWI6 - Amazon.com Services LLC (WWI6)<br>7007 County Road J<br>Weston, WI 5=
-4476<br>United States<br>Location Code: 335960161<br>Attn: Dana Whitfield
+4476<br>United States<br>Location Code: 335960161<br>Attn: Morgan Testfield
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-17.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Ingrid Fossum
+Casey Mockler
 
 On Behalf Of
-Ingrid Fossum
+Casey Mockler
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ WIL5 - Amazon.com Services LLC (WIL5)
 Quincy, IL 62305
 United States
 Location Code: 658431516
-Attn: Ingrid Fossum
+Attn: Casey Mockler
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Ingrid Fossum</td>
+-bottom: 4px;">Casey Mockler</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Ingrid Fossum</td>
+-bottom: 4px;">Casey Mockler</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -452,7 +452,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 WIL5 - Amazon.com Services LLC (WIL5)<br>4301 Wismann Lane<br>Quincy, IL 62=
-305<br>United States<br>Location Code: 658431516<br>Attn: Ingrid Fossum
+305<br>United States<br>Location Code: 658431516<br>Attn: Casey Mockler
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-18.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Dana Whitfield
+Morgan Testfield
 
 On Behalf Of
-Dana Whitfield
+Morgan Testfield
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ WKY3 - Amazon.com Services LLC (WKY3)
 London, KY 40741
 United States
 Location Code: 113248912
-Attn: Dana Whitfield
+Attn: Morgan Testfield
 
 Lines
 
@@ -256,14 +256,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Dana Whitfield</td>
+-bottom: 4px;">Morgan Testfield</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Dana Whitfield</td>
+-bottom: 4px;">Morgan Testfield</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -451,8 +451,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-styl=
 e: none;" width=3D"70">
 <span class=3D"address">
 WKY3 - Amazon.com Services LLC (WKY3)<br>590 E HAL ROGERS PKWY<br>London, K=
-Y 40741<br>United States<br>Location Code: 113248912<br>Attn: Dana Whitfiel=
+Y 40741<br>United States<br>Location Code: 113248912<br>Attn: Morgan Testfield
-d
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-19.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Hector Zamora
+Jordan Placer
 
 On Behalf Of
-Hector Zamora
+Jordan Placer
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ DPL7 (DPL7)
 Mount Joy, PA 17552
 United States
 Location Code: 591685096
-Attn: Hector Zamora
+Attn: Jordan Placer
 
 Lines
 
@@ -257,14 +257,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Hector Zamora</td>
+-bottom: 4px;">Jordan Placer</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Hector Zamora</td>
+-bottom: 4px;">Jordan Placer</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -452,7 +452,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 DPL7 (DPL7)<br>1156 Four Star Drive<br>Mount Joy, PA 17552<br>United States=
-<br>Location Code: 591685096<br>Attn: Hector Zamora
+<br>Location Code: 591685096<br>Attn: Jordan Placer
 </span>
 
 

lambdas/po/email_processor/tests/fixtures/new-po/new-po-20.eml

@@ -62,10 +62,10 @@ d, and this same notification has been sent to your fellow team members wit=
 h access to the Coupa Supplier Portal.
 
 Submitted By
-Victor Lindgren
+Taylor Stubbsen
 
 On Behalf Of
-Victor Lindgren
+Taylor Stubbsen
 
 Supplier
 SEA HAVEN INDUSTRIES:CORPORATE AP:SERVICES(OK6HE)
@@ -134,7 +134,7 @@ Amazon.com Services LLC - SIN9 (SIN9)
 Greenwood, IN 46143
 United States
 Location Code: 561142752
-Attn: Victor Lindgren
+Attn: Taylor Stubbsen
 
 Lines
 
@@ -257,14 +257,14 @@ rs with access to the Coupa Supplier Portal.</p>
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">Submitted By</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Victor Lindgren</td>
+-bottom: 4px;">Taylor Stubbsen</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
 ; padding-right: 3px; padding-bottom: 4px; text-align: left; width: 100px; =
 white-space: nowrap;" valign=3D"top" width=3D"100">On Behalf Of</td>
 <td style=3D"min-width: 100px; max-width: 190px; padding-left: 3px; padding=
--bottom: 4px;">Victor Lindgren</td>
+-bottom: 4px;">Taylor Stubbsen</td>
 </tr>
 <tr valign=3D"top">
 <td align=3D"left" style=3D"vertical-align: top; text-transform: capitalize=
@@ -452,8 +452,7 @@ width: 70%; height: 1px; color: black; background-color: black; border-widt=
 h: 0;" width=3D"70">
 <span class=3D"address">
 Amazon.com Services LLC - SIN9 (SIN9)<br>305 Chaney Ave. STE. A<br>Greenwoo=
-d, IN 46143<br>United States<br>Location Code: 561142752<br>Attn: Victor Li=
+d, IN 46143<br>United States<br>Location Code: 561142752<br>Attn: Taylor Stubbsen
-ndgren
 </span>
 
 

lambdas/po/email_processor/tests/test_po_bedrock_fallback.py

@@ -336,6 +336,22 @@ def _assert_token_headers_scrubbed(raw, where):
         assert b"ScrubbedFixture" in m.group("tok"), (where, m.group("tok")[:60])
 
 
+# Body-level PII classes the header-only scan missed (SEC review of PR #105:
+# a real signature block -- name/phone/personal email -- and an internal
+# ticket URL survived in fixture *bodies* because only headers were checked).
+# The one legitimate phone shape is the reserved-for-fiction placeholder.
+_PHONE_RE = re.compile(rb"\(?\d{3}\)?[ .\-]\d{3}[ .\-]\d{4}")
+_PLACEHOLDER_PHONE_RE = re.compile(rb"^\(000\) 555-01\d\d$")
+
+
+def _assert_body_pii_scrubbed(raw, where):
+    for phone in _PHONE_RE.findall(raw):
+        assert _PLACEHOLDER_PHONE_RE.match(phone), (where, "real-looking phone", phone)
+    # Internal Amazon ticketing URL and the specific leaked signature tokens.
+    for token in (b"corp.amazon.com", b"scastel", b"Castellan"):
+        assert token not in raw, (where, "unscrubbed body token", token)
+
+
 def test_fixture_hygiene_ses_auth_and_scrub_markers():
     """Every committed Coupa .eml must pass the fail-closed sender-auth gate
     (dkim=pass for amazon.coupahost.com) exactly like production mail, and
@@ -368,6 +384,7 @@ def test_fixture_hygiene_ses_auth_and_scrub_markers():
         # SES receipt tokens with same-shape placeholders.
         assert b"ScrubbedFixture" in raw, (subdir, stem)
         _assert_token_headers_scrubbed(raw, (subdir, stem))
+        _assert_body_pii_scrubbed(raw, (subdir, stem))
     # Non-Coupa fixtures must NOT authenticate (they are rejected before the
     # parser in production; committed here for parser-level fallback coverage).
     for stem in [s for s in AI_FALLBACK_STEMS if s.startswith("non-coupa")]:
@@ -380,3 +397,4 @@ def test_fixture_hygiene_ses_auth_and_scrub_markers():
         # (Exchange UPN ciphertext, Gmail ARC fh= / X-Gm-* tokens, a second
         # X-Ses-Receipt): those token classes must be scrubbed too.
         _assert_token_headers_scrubbed(raw, ("ai-fallback", stem))
+        _assert_body_pii_scrubbed(raw, ("ai-fallback", stem))

lambdas/po/email_processor/tests/test_po_validation_gate.py

@@ -269,3 +269,56 @@ def test_contract_keys_match_extraction_prompt():
     )
     assert flattened.issubset(prompt_keys)
     assert len(template_parser.CONTRACT_KEYS) == 23
+
+
+@pytest.mark.parametrize(
+    "subject",
+    [
+        # Trailing text / newline after the cancellation tail (attacker-appended
+        # trailer, forwarded/quoted thread) -- rejected at classification now
+        # that the subject is fully anchored (SEC review of PR #105, F1).
+        "FYI Purchase Order #2D-99999999 has been cancelled -- thanks",
+        "Fwd: Amazon Purchase Order #2D-99999999 has been cancelled\nsee below",
+        "New Comment referencing Purchase Order #2D-99999999 has been cancelled earlier",
+    ],
+)
+def test_trailing_injected_cancellation_subject_is_not_classified(subject):
+    template_id, reason = template_parser.classify_template({"subject": subject})
+    assert template_id == "unknown", (subject, template_id)
+    assert reason == "subject_no_match"
+
+
+def test_prefix_cancellation_subject_fails_body_corroboration():
+    """A '<arbitrary prefix> Purchase Order #<po> has been cancelled' subject is
+    structurally identical to the real '<SiteName> ...' template, so it still
+    classifies -- but with a body that does NOT independently restate the id in
+    the Coupa cancellation notice, the gate fails closed to the LLM instead of
+    marking the PO sticky-Cancelled (SEC review of PR #105, F1)."""
+    email_data = {
+        "subject": "Reminder: please review -- Purchase Order #2D-99999999 has been cancelled",
+        "body": "Reminder: please review the attached. Thanks.",
+    }
+    template_id, _ = template_parser.classify_template(email_data)
+    assert template_id == "coupa_cancellation"
+    candidate = template_parser.extract_cancellation(email_data)
+    ok, reason = template_parser.validate(candidate, template_id, email_data)
+    assert not ok
+    assert reason == "cancellation_body_unconfirmed"
+
+
+def test_real_cancellation_subject_and_body_still_pass():
+    """The genuine '<SiteName> Purchase Order #<PO#> has been cancelled' shape
+    with the corroborating Coupa body must still validate after the F1 fix."""
+    email_data = {
+        "subject": "Prime Now LLC Purchase Order #2D-18206023 has been cancelled",
+        "body": (
+            "Powered by Coupa\n\nPrime Now LLC Purchase Order #2D-18206023 has been\n"
+            "cancelled\n\nPurchase Order #2D-18206023 from Prime Now LLC has been "
+            "cancelled. If you need additional information, please get in touch."
+        ),
+    }
+    template_id, _ = template_parser.classify_template(email_data)
+    assert template_id == "coupa_cancellation"
+    candidate = template_parser.extract_cancellation(email_data)
+    ok, reason = template_parser.validate(candidate, template_id, email_data)
+    assert ok, reason