Learning Engine
Every situation makes the next one faster
The Learning Engine stores every situation SteadyNines handles: the signals, the cause, the action, who approved it and whether it worked. When the same pattern starts again, SteadyNines recognises it and starts from that record.
- First time · 04 MarAsk42 min to stop
- Second time · 11 AprAsk6 min to stop
- Third time · 19 MayRun and report40 s to stop
The second time is different.
First time.
A memory leak in payments-worker burns an SLO. The team approves a restart and merges a fix.
Stored.
The situation is stored with its evidence and outcome.
Second time.
SteadyNines recognises the pattern within minutes and proposes the same action, with history attached.
Earned.
After repeated approvals, the head of operations can move it to Run and report.
Your records stay yours.
Situation records belong to your estate and are not used to train models for other customers.
- First time · 04 MarAskMemory leak in payments-api. Restart approved, fix merged.42 min to stop
- Second time · 11 AprAskRecognised from the record. Same action proposed, history attached.6 min to stop
- Third time · 19 MayRun and reportMoved to Run and report by the head of operations.40 s to stop