Use cases/Trend analysis

Catch the pattern before
it becomes a crisis.

Trends in case failures are usually visible in the data weeks before the support team sees them in a report. Chip applies labels to every case as it closes and alerts automatically when a pattern crosses a threshold, across products, accounts, and time.

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Without Chip

Trends are spotted in retrospective quality reviews. By the time a pattern is named, it has already affected multiple accounts and taken root in the product backlog.

With Chip

Failure mode labels accumulate in real time. The moment a pattern exceeds the threshold, Chip alerts the right team before the next account inherits the issue.

How it works

Labels applied to every case. Trends visible in real time.

Chip classifies every case against your label taxonomy as it resolves. Labels accumulate across accounts and products. When a label count crosses a configurable threshold, Chip triggers an alert, routing to the right team with the full case list, affected accounts, and the trend slope.

Labels apply retroactively. Historical cases are re-classified when a new label is defined.
Trend alerts trigger on count, velocity (cases per week), or cross-account spread.
Each alert includes the full list of contributing cases with links.
Trend reports can be exported on demand or scheduled for weekly review.

chip — failure mode trendslast 90 days · 6 accounts

LabelCasesTrendStatus

auth_timeout

14+6 this monthEscalated

Acme Corp · 4 other accounts

api_rate_exceeded

7+3 this monthMonitoring

Acme Corp · 2 other accounts

db_connection_drop

5+1 this monthOpen

Acme Corp

webhook_delivery_failure