Telemetry
AI-assisted analysis

Turn a plain-language question into SQL you can inspect and improve

Use table metadata and a focused prompt to get a first DataFusion query or visualization plan, then review the generated logic against the schema and real result.

Start freeRead the documentation

Outcomes

  • Reduce the blank-page cost of writing unfamiliar SQL.
  • Keep generated queries visible instead of hiding analysis behind a proprietary report.
  • Let agents create a first dashboard while humans retain control of definitions and thresholds.

How it works

A reviewable workflow from signal to decision

1

Give the question enough context

Name the table, metric definition, time range, grouping, and expected output. Ambiguous business language produces ambiguous SQL.

2

Review the generated assumptions

Check field types, joins, denominators, null handling, and time boundaries before trusting the chart.

3

Save only the queries that survive review

Use AI for acceleration, not authority. A saved query should be understandable by the next human or agent that maintains it.

Capabilities

What is included

Schema-aware SQL generation
Prompt-to-visualization assistance
Generated SQL remains editable in the Query workspace
Works with the same tables, dashboards, and alerts as human-written analysis
Agent skill and prompt pack for repository-level instrumentation

Documentation

Agent prompt packQuery APISQL recipes

See the analysis

SQL recipes that use this capability

Query Nested AI Tool-Call Events

Filter dotted nested fields and rank failing tools without flattening the original event payload.

Open recipe

Measure Accepted AI Outputs per Dollar

Connect model spend to accepted, saved, or otherwise useful product outcomes.

Open recipe

Calculate Weekly Cohort Retention

Group users by first activity week and measure the percentage returning in later weeks.

Open recipe

Start with one production workflow

Use a focused prompt, send synthetic events, and verify the first useful query before expanding coverage.

Open prompt pack