AI Issue Intelligence Platform

Every snag deserves a resolution path.

SnagCell uses AI to capture issues, detect duplicates, score severity, suggest ownership, and help teams move problems toward resolution.

  • Every issue becomes a trackable cell
  • Capture every snag · resolve with clarity
  • Human approval on every critical route
Real-time issue streamLive
criticalPayment gateway timeoutZendesk · 4m
highLogin failure after releaseSlack · 7m
mediumInventory sync mismatchEmail · 12m
highAPI rate limit spikeMonitoring · 18m
AI Engine

From scattered signals to routed queues

Incoming issues

  • Login failure
  • Payment issue
  • API timeout
  • Customer complaint
  • Inventory mismatch
SnagCell AI Engine
CategorySeverityDuplicate riskRoot causeOwner

Routed queues

  • Engineering Queue
  • Support Queue
  • Operations Queue
  • Escalation Queue
The problem

Why enterprise problems get out of control

Issues arrive from customer service, Slack, email, monitoring, and feedback — with no unified entry point.

Customer Service

Tickets without context · duplicate investigations

Slack

Threads that never become tracked issues

Email

Escalations buried in inboxes

Monitoring

Alerts without ownership or priority

Customer Feedback

Surveys and NPS comments never linked to engineering

ResultChaos

Duplicate investigations · duplicate fixes · priority confusion — until SnagCell creates one resolution path per snag.

Workflow

Capture → Analyze → Prioritize → Assign → Resolve → Learn

1Capture
2Analyze
3Prioritize
4Assign
5Resolve
6Learn
Command center

Radar, issue cells, timelines, and signal flow in one view

Mission control visuals — not a ticket queue. See patterns, clusters, and resolution paths at a glance.

Issue radar · 7-dayLive
This weekLast week
Issue cellsLive
Checkout timeoutCritical
BillingDup 91%Payments
SSO login loopHigh
AuthenticationDup 88%Platform
Alert stream
criticalPayment gatewayZendesk
highLogin failureSlack
Resolution timeline
  • Detected

    Signals from Zendesk + Slack

  • Clustered

    14 reports → Master #MC-1042

  • Routed

    Platform Engineering · @devon

  • Resolved

    Pending validation

Integrations

Connect where issues already live

SlackZendeskJiraIntercomHubSpotEmailGoogle Sheets

View all integrations →

Capture every snag. Resolve with clarity.

Start with one issue stream — scale across every team.

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