Grounded
Computed, never invented
Answers come from profiled live data - real tables and real statistics. If the data cannot support a claim, EVE Brain says so instead of guessing.
Platform / EVE Brain
An AI that knows your data, not just your schema.
EVE Brain builds a living semantic graph of your business - entities, metrics, and how they relate - grounded in continuously profiled real data. It proposes dimensional models from raw sources, answers questions with full provenance, and every action passes the same policy gate as any human.
Rolling out through 2026 - profiling and grounding live today
01 Live today
Ask in plain English. Answer from your live data.
EVE Brain reads your real tables and their statistics, follows lineage to find causes, and shows its work. It never invents a number.
acme-corp / eve-brain
You
Why did EU revenue dip last week?
EVE
EU revenue fell 8.2% the week of Jul 3. Root cause: your German checkout source paused itself when its schema changed, so three days of orders arrived late. Nothing is lost - the data caught up on Jul 5.
Why you can trust this answer
- It checked your real dataRead the live revenue table and its statistics - answers are never invented.
- It found the root causeFollowed the data's lineage upstream and found the paused source.
- It respected your permissionsRead-only. Sensitive columns stayed masked the whole time.
Every answer lists its sources: orders_daily · pg_orders sync log
02 The difference
A brain, not a chatbot.
Three properties separate EVE Brain from a language model bolted onto a warehouse. Each is enforced by the platform, not promised by a prompt.
Governed
Same gate as a human
Every action passes the platform's policy gate. Read-only unless explicitly granted, and PII stays masked in answers just as it does in queries.
Explains itself
Provenance on every answer
Each answer lists the sources it used and the lineage it followed. You can trace a number back to the table it came from.
03 Roadmap
What it does today, and what is next.
We ship what is real. Profiling and grounded answers are live now; model proposals and gated agent actions are rolling out through 2026.
Today
LiveWorking in the product right now.
- Automatic table profiling. Every table is continuously profiled - types, distributions, null rates, cardinality.
- Grounded answers. Questions answered from live data, with the sources listed.
- Column-level lineage. Trace any column upstream and downstream across models.
- PII-aware statistics. Profiles and answers respect masking - sensitive columns stay hidden.
Next
Through 2026On the roadmap, not yet in the product.
- Proposed star schemas. Dimensional models suggested from your raw sources, ready to review.
- Metric definitions everywhere. A shared metric layer so the same number means the same thing across the estate.
- Agent actions with approval gates. EVE Brain proposes a change, a human approves, and the same policy gate applies.
04 The graph
A living semantic graph of your business.
EVE Brain models entities, metrics, and their relationships as a hypergraph - a fact grain can be a single edge over many entities. It is grounded in continuously profiled real data, and every proposed model is reviewed before it is materialized.
Rolling out through 2026 · profiling and grounding live todayGet started
Ask EVE Brain about your data.
A 30-minute demo on your own tables - grounded answers, provenance, and the policy gate in action.