AI Analyst

An analyst that works at the speed of your questions.

Type a question. Watch Claude pick the right tables, write the SQL, build the charts, and deliver a ranked set of recommendations. Every tool call is visible — no black boxes. Reports are shareable, commentable, schedulable, and exportable.

Try the live demo See it on your data
How it runs

Every step visible. No black boxes.

The UI streams each tool call as Claude makes it — the SQL written, the row counts, the execution time. Click any step to expand the full query + preview rows. An indeterminate progress bar plus elapsed timer mean the run never looks stuck.

  • Read-only SQL — no chance of data mutation
  • Smart data delivery: 10-row previews only, full rows cached as data_ref
  • 25-tool-call iteration cap · 15-minute wall · auto-retry on 429 rate limits
  • Postgres "did you mean" hints surface automatically on column typos
  • Failed runs refund the user's quota
AI Analyst
“Which paid venues are silent despite volume?”
01list_tables· 6 tables available
02describe_table· venues — 133 columns, caveats
03query_sql· Tier × reply rate aggregation
04query_sql· Top 20 silent suppliers by MRR
05query_sql· County-level enquiry volume
06finish_report· 3 charts · 5 recommendations · $0.07 total
Running· 1m 12s elapsed· 6 / 25 steps
Tool contract

Five tools. No raw SQL for the user.

Claude never sees a blank SQL prompt. It composes queries via a small, typed toolbox — keeping the agent focused and the errors cheap.

list_tables

Names + row-count hints + one-liner per table. Always the first call.

describe_table

Full schema + CAVEATS + live null-rate / cardinality probe.

sample

Up to 20 raw rows for data-shape understanding. Hard-capped, not for analysis.

query_sql

Read-only SELECT / WITH only. Auto-LIMIT 10k, 30s timeout, DDL/DML rejected.

finish_report

Terminal. Emits structured report: stats, charts, tables, text, recommendations.

Cost-guarded by default

Predictable Anthropic bills, always.

  • Per-admin daily dollar cap (default $5)
  • Per-user daily run cap (default 2/day)
  • Error-exempt counters — rate limits don't burn quota
  • Admin spend dashboard with top-expensive reports
Shareable

From private draft to team artefact in one click.

  • Private by default · public on one click
  • Stars, tags, admin pinning, comments
  • Schedule daily / weekly / monthly auto-runs
  • Export markdown · print to PDF · post to Slack

See it on your data.

Bring a commercial question you've been trying to answer for weeks. We'll show you what Luma BI does with it.

Try the live demo Request a tailored walkthrough