Atlas watches your data warehouse and fixes revenue problems on its own. It predicts a coming miss, figures out why, fixes it, and confirms the fix, all unattended.
Latest incident
Running the first cycle…
How Atlas works, in 6 steps, fully unattended
By the numbers
Why you can trust it to act on its own
🛡️ Safety guardrails
Atlas is powerful but boxed in. Every action passes through these gates before it can touch anything.
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Only reads your data, never writes to it
Investigations run on read-only SQL. Atlas cannot alter or delete source tables.
under the hood · READ_ONLY_SQL
✋
Human approval + rate limits on every fix
Real-world actions are capped per cycle and can require a person to approve before they run.
under the hood · ACTION_LIMITER + approval gate
🧯
Screens its own AI output before acting
Every generated diagnosis and action is safety-checked before it leaves the sandbox.
under the hood · CONTENT_SAFETY
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Fixes are reversible and verified
Remediations are chosen to be undoable, then re-checked next cycle to confirm they worked.
under the hood · closed-loop verify + A2A-ready handoff
Incident history
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