Remedy AI database troubleshooting without unrestricted production write access.
Correlate API symptoms with query, lock and performance evidence, then repair source or migrations through a controlled workflow.
Database problems surface elsewhere
A slow API may be caused by an inefficient query, missing index, lock contention or connection exhaustion. Remedy is designed to connect the visible incident with relevant authorised PostgreSQL or SQL evidence.
Read-only diagnostics by default
The intended safe model uses bounded, read-only production diagnostics rather than giving an AI unrestricted permission to modify live data or schema. Evidence can inform diagnosis without turning production into an experiment.
Govern database changes like code
Where a repair involves application queries or migrations, the candidate should be created against the mapped repository, tested in an appropriate non-production environment, reviewed, approved and deployed through the customer’s governed process.
Frequently asked questions
Will Remedy let AI write directly to production PostgreSQL?
That is not the intended model. Production diagnostics should be bounded and read-only, with changes handled through reviewed source or migration workflows.
Can it investigate slow queries?
The architecture is designed to use permitted query and performance evidence to support diagnosis and a safe proposed repair.
From bug report to verified fix.
See how Remedy connects evidence, diagnosis, repair, deterministic checks and production verification.
Explore the complete workflow →