Observability dashboards compared to pre-action verification gates

Observability dashboards summarize latency, errors, and throughput—they rarely prove that the specific CRM or ledger row your workflow claimed is present before you act. Pre-action read-only SQL gates instead compare structured tool activity to persisted rows at verification time so ROW_ABSENT blocks irreversible steps.

Review /pricing when you need commercial enforce fixtures and metering, and use /integrate to reproduce the gate locally before you change production alerting budgets alone.

What to do next

• Read /pricing for commercial verification limits and support posture.
• Follow /integrate to reproduce gates on your database.
• Read acquisition framing at /database-truth-vs-traces.
• Confirm trust posture on /security.