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Insights

Oppex turns incident data into ready-made insights - MTTA, MTTR, SLA breaches and on-call load, rolled up by team and service, so reliability investment is a data conversation, not a gut feeling.

Oppex Insights — AI Assistant
CapillaryCommerceIQFacetsHectorSessionM
AI-powered analysis

Turn raw incidents into meaningful insights automatically

Oppex AI models analyze raw incident data and transform it into structured, meaningful insights-helping your team understand patterns, trends and opportunities to improve without manually building reports.

RAW EVENTS
alert: 5xx 4.1%
log: pool exhausted
deploy #4821
page: on-call
note: rollback
resolve: 34m
Oppex AI
analyzing
STRUCTURED INSIGHTS
MTTR
31m ↓18%
SERVICES
7
RECURRING CAUSE
Connection pool limits · 5 incidents
Deep-dive analysis

Drill down to the nth level to unlock the insights you need

Start with the big picture and keep drilling deeper. Explore a service, metric or pattern and let Oppex automatically curate focused insights at every level.

SERVICEINCIDENTSMTTR
Billing Service2344m
DRILL DOWN ↴
Edge Routing1728m
Notifications1119m
ALL SERVICES›BILLING SERVICE›RETRY FAILURES
TOP CAUSE
Gateway timeouts
PEAK WINDOW
02:00 – 04:00
REPEATS
9 of 23
Conversational reporting

Type a question. Get the chart—not a query to write.

Ask questions in plain English and let Oppex understand your intent, find the right data and generate the right visualization. Save any answer as a reusable insight-without writing a query.

What was our MTTR last month?
understanding intent · resolving incidents, month▍
MTTR · JULY
31m ↓ 18% vs June
Save as insight
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Insights where you work

Get insights from where you work

Bring Oppex insights into the tools your team already uses. Ask questions, investigate trends and surface operational insights directly from Claude Code or Slack.

CLAUDE CODE
> mttr trend for billing?
44m → 31m over 6 weeks
Oppex Insights
one source of truth
SLACK · #SRE
/oppex mttr billing
Billing MTTR down 30%
Driven by retry-storm fix shipped Jul 12.

What makes insights actually useful.

Eight strengths that turn incident data into answers your team can act on immediately.

Conversational analytics

Ask a question in plain English and get the answer - Oppex figures out the data and the chart for you.

AI powered insights

Oppex AI reads incident history to surface the patterns, causes and trends a dashboard alone won't show you.

No query language

There's no SQL to write and no report builder to learn — just ask, and Oppex does the rest.

Unlimited drill-down

Start from the big picture and keep going deeper, from organization to service to a single recurring cause.

Insights inside Slack and Claude

Get MTTR, MTTA and trend answers without leaving the tools your team already lives in.

Reusable reports

Save any answer as a report once, then run it again next week without rebuilding it from scratch.

Decision-ready analytics

Every metric comes with the context to act on it, not just a number without a story.

Executive-ready dashboards

Roll up MTTR, MTTA and on-call load into exportable dashboards built for leadership review, not just engineers.

Turn incident data into decisions, not spreadsheets.

Join thousands of engineering teams using Oppex to track MTTA, MTTR and SLA health without building a single dashboard by hand.