The dashboard AI teams deserve.
See usage, quality, and cost in one place. Slice by model, prompt, feature, or customer. Ship confident changes.
Beyond ‘tokens per day’.
Analytics & Insights connects product events with model runs so you can answer the questions that actually matter — which feature moves retention, which prompt burns cash.
- Cost, latency, and quality on one timeline
- Cohort‑level analytics by plan, region, or feature flag
- Automated anomaly detection with Slack alerts
- Warehouse export to Snowflake, BigQuery, and Redshift
Everything you need to run Analytics & Insights in production.
Live dashboards
Sub‑second refresh on production‑scale event streams.
Cost slicing
Break spend down by model, feature, customer, or team.
Quality scores
Automated LLM‑as‑judge and human rating pipelines.
Trend alerts
Get pinged when latency, quality, or cost drifts.
Thoughtful features, not feature bloat.
Trace explorer
Search millions of runs by prompt, output, or metadata.
Cohorts
Compare your top 10% users against everyone else.
Reports
Scheduled PDFs and email digests for stakeholders.
Warehouse sync
Nightly export or real‑time streaming to your warehouse.
Insight suggestions
AI highlights the metrics moving most this week.
Role controls
Row‑level and column‑level security on every chart.
Analytics & Insights, at a glance.
A live‑looking preview of what your team gets on day one.
Results your CFO will love.
Typical savings after 30 days of cost‑aware routing.
From connect to first useful dashboard.
Your data stays yours — export to your warehouse anytime.
Where teams put Analytics & Insights to work.
Product analytics
Which AI features actually drive activation and retention?
Finance & ops
Forecast AI spend and set budgets that don’t break.
Quality & safety
Catch regressions and unsafe outputs before customers do.
Plays well with your stack.
Connects to the tools your team already uses.
Give your team the calm, powerful workspace they deserve.
Join 24,000+ teams using Carto Catral to grow revenue without the busywork.