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May 6 - May 12, 2026Digest ready

Risky replies

AI support replies that may need correction, escalation, policy review, or source-document updates.

Queued for review

3+3

open owner decisions

Critical or high

3+2

should be reviewed today

Resolved this week

14+6

corrected or closed

Review queue

Prioritized by severity, customer impact, and whether the AI answer conflicts with known policy.

CriticalNeeds reviewRA-1842Intercom AI

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.

Customer asked

We canceled after the renewal email. Can you refund the annual seats and overage charge?

AI replied

Yes, both charges are eligible for refund if requested within 30 days. I can start that for you.

HighIn progressRA-1836Zendesk AI

Rillmark Health: Failed escalation

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

Customer asked

This is the third time this has broken. I need someone who can actually fix our SSO today.

AI replied

I can help. Please try clearing browser cookies and reconnecting your identity provider.

HighNeeds reviewRA-1819Help Scout AI

Vellum Labs: Outdated product answer

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

Customer asked

Can we retry only the failed rows from yesterday's import?

AI replied

Not currently. You will need to upload the full CSV again and skip duplicates manually.

MediumResolvedRA-1808Custom chatbot

Fintedge: Permission confusion

The AI mixed workspace-owner permissions with project-admin permissions during access troubleshooting.

Customer asked

I am a project admin. Why can I not invite our finance team?

AI replied

Project admins can invite finance users from Settings > Team.

Risk trend

The largest increase came from refund-policy answers and failed SSO escalations.

Risky reply review visual

Review guidance

Confirm high-risk findings before customer follow-up.
Update retrieval docs after correcting outdated answers.
Close the loop with account owners when risk affects renewal or trust.

Reply audit log

IDAccountCategorySeverityStatusOwnerAge
RA-1842Cedarline FinanceHallucinated billing policyCriticalNeeds reviewInez Rowan4h
RA-1836Rillmark HealthFailed escalationHighIn progressPriya Kannan9h
RA-1819Vellum LabsOutdated product answerHighNeeds reviewJordan Tsai1d
RA-1808FintedgePermission confusionMediumResolvedTaylor Shin2d