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May 6 - May 12, 2026Digest ready

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Weekly AI Support Incident Digest

May 6 - May 12, 2026

This week was driven by refund-policy confusion, missed SSO escalations, and stale CSV import guidance. The highest-risk customer impact is Cedarline Finance, where the AI promised refund eligibility that requires billing review.

Executive brief

Incident summary for review

Review before forwarding. High-risk findings are intended for human confirmation.

This week was driven by refund-policy confusion, missed SSO escalations, and stale CSV import guidance. The highest-risk customer impact is Cedarline Finance, where the AI promised refund eligibility that requires billing review.

Correct the Cedarline Finance refund thread before the finance approver follows up.

Add escalation logic when a customer asks for a manager or reports login-blocking SSO failure.

Refresh import retry documentation and remove stale full-upload guidance from retrieval sources.

Highest-risk AI replies

The digest prioritizes replies that need correction, escalation, or source-doc fixes.
Review all
CriticalNeeds reviewRA-1842

Cedarline Finance - Hallucinated billing policy

The AI told the customer both annual seats and usage overages were refundable, which conflicts with the current billing policy.

Owner: Inez Rowan
HighIn progressRA-1836

Rillmark Health - Failed escalation

A frustrated admin asked for a manager twice. The AI continued troubleshooting and did not create an escalation.

Owner: Priya Kannan
HighNeeds reviewRA-1819

Vellum Labs - Outdated product answer

The AI described the old CSV retry flow and missed the new bulk import recovery setting shipped last month.

Owner: Jordan Tsai

Documentation gaps

Ranked by repeated customer confusion and support impact.
Open backlog
HighNeeds owner18 source conversations

Refund eligibility for partial-year downgrades

Publish a clear refund decision table with annual plans, seat changes, overages, and renewal windows.

HighDrafting11 source conversations

SSO recovery after identity provider changes

Add a recovery playbook with validation steps, expected propagation time, and escalation triggers.

MediumQueued9 source conversations

Failed-row retry for CSV imports

Replace stale import troubleshooting content and add screenshots for the retry panel.

Top incident themes

Repeated patterns grouped from AI-handled conversations.

View detail
Refund and billing rules18 (31%)
Plan limits after downgrade14 (24%)
SSO setup and permissions11 (19%)
Data import retry behavior9 (16%)
Trial extension policy6 (10%)