Detect emerging issues before they escalate
For when a small complaint turns into a trending topic overnight — and you want to catch it at 20 tickets, not 200.
Real Customer Workflows
Support Risk Manager
Nonprofit Tech
$25M–$50M ARR
Situation
A donor threatened a fraud investigation over an unauthorized ACH charge. Support triaged it as routine billing. The Escalation Shield Agent flagged it as high-risk.
Action — Escalation Shield Agent fired on a live fraud threat missed by the support team
Monitor all incoming support tickets for escalation language — threats of legal action, regulatory complaints, fraud investigations, or media exposure. Alert #escalation-shield with the verbatim message, signal scores, and customer context.
Impact
Caught a live fraud threat the human team missed entirely. The investigation uncovered a previously unknown Wallet-related fraud vector — one complaint surfaced a class of issues.
Engineering Lead
Creator Tools
$10M–$25M ARR
Situation
After the Wisdom query surfaced a new data sync issue growing 50% daily, the team needed to get it into the engineering backlog with full customer context before it scaled further.
Action — linked emerging feedback theme to Jira or Linear work item
Linked the emerging feedback theme to a new Jira or Linear ticket directly from Enterpret. The ticket automatically received the feedback count (8 and growing), affected account list, and representative customer quotes describing the sync failure.
Impact
Engineering had the issue tracked with full customer context within minutes of discovery. The ticket included real customer descriptions of the broken workflow — not just "sync bug" — cutting time to reproduce in half.
Software Engineer
AI / Voice Tech
$10M–$25M ARR
Situation
When a quality monitor alerted the team to a 3x spike in “sync error” complaints, an engineer needed to investigate the specific error patterns customers described — without leaving their IDE.
Action - prompted Claude with Enterpret MCP connector
What customer complaints about sync errors or data synchronization emerged in the last 48 hours? Show the specific workflows and steps customers describe.
Impact
Identified the root cause — a timezone edge case in the sync logic — directly from customer descriptions in Cursor. Fixed and deployed within the same session.
