Security-conscious teams adopting Postgres workload analysis
Research question
Can a Postgres optimization system produce useful first-pass recommendations without copying raw application data? pg_stat_statements is the first place to test that boundary.
Method
Collect only normalized fingerprints and aggregate counters, then require a separate approval step before using richer schema or plan context in AI-assisted analysis.
Operator use
The product should explain the evidence boundary in plain language: workload statistics and query shapes are inspected; table contents are not part of normal onboarding.