Acme EngineeringLast 30 days

Theme Explorer

Cross-source themes from surveys and delivery signals, with confidence and privacy thresholds visible.

Cross-source evidence

Themes with confidence

Slow CI feedback
AI
Tickets + Survey free text
“I context-switch three or four times waiting on a single CI run.”
28high confidence
Unclear release ownership
AI
Survey free text + Incident reviews
“Nobody's sure who signs off on a shared-service release.”
17high confidence
Tool discoverability
Survey free text
“I didn't know the internal CLI existed until a teammate mentioned it.”
13medium confidence
Onboarding access delays
Tickets + Survey free text
“My first week was mostly waiting for repo access.”
11medium confidence

Teams with fewer than 5 responses are suppressed. Individual comments never appear in aggregate themes.

Themes above are illustrative — see the classification summary below for this preview’s real, computed pipeline output.

Direct-match first, LLM second (deterministic-first) — 2 of 13 signals classified without a model call.