May 6 - May 12, 2026Digest ready

Conversations and customer impact

Support threads where AI behavior may have affected trust, urgency, or account health.

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Conversations impacted

64+12%

with AI involvement

Unresolved customers

19+6

need follow-up

Escalation misses

7+3

manager or urgent asks

Closed after review

28+11

this digest cycle

Account impact

Ranked by incident count, unresolved threads, and renewal or support-risk context.

Cedarline Finance

GrowthHigh

Refund confusion reached finance approver.

Incidents

Unresolved

Trend

+50%

Rillmark Health

ScaleHigh

SSO escalation missed twice this week.

Incidents

Unresolved

Trend

+29%

Vellum Labs

StarterMedium

Import retry answer was stale.

Incidents

Unresolved

Trend

+17%

TandemLedger

GrowthMedium

Permissions questions remain repetitive.

Incidents

Unresolved

Trend

Follow-up plan

Annual renewal refund

Critical

Cedarline Finance - Mina Okafor - Human correction

SSO outage escalation

High

Rillmark Health - Darren Liao - Support lead

CSV failed-row retry

High

Vellum Labs - Jon Pell - Docs update

Project admin invites

Medium

TandemLedger - Mara Sen - Permissions note

Customer-impacting conversations

Threads that need human review, correction, or follow-up.

Conversation	Account	Risk	Sentiment	Last touch	Needs
Annual renewal refund CON-9921 - Mina Okafor - Intercom	Cedarline Finance	Critical	Frustrated	4h ago	Human correction
SSO outage escalation CON-9887 - Darren Liao - Zendesk	Rillmark Health	High	Escalating	9h ago	Support lead
CSV failed-row retry CON-9822 - Jon Pell - Help Scout	Vellum Labs	High	Blocked	1d ago	Docs update
Project admin invites CON-9795 - Mara Sen - Custom chatbot	TandemLedger	Medium	Confused	2d ago	Permissions note
Trial extension request CON-9714 - Noah G. - Intercom	Quillbase	Medium	Waiting	3d ago	Sales handoff

Customer-safe review posture

ReplyAudit prioritizes conversations for human review. It should support correction and escalation, not send customer-facing messages automatically or make legal, billing, or security promises without owner confirmation.