Database AI Ops turns observability signals, tribal knowledge, and schema context into safe, prescriptive actions your team can actually ship.
An AI operations layer that sits across your database fleet, orchestrating triage, diagnosis, and remediation. It ingests alerts from Datadog, CloudWatch, and ServiceNow, correlates them with telemetry from RDS Performance Insights and Postgres internals, and proposes fixes validated against your historical playbooks in Confluence, Notion, and SharePoint.
DBA teams spend 60–70% of their time on work the data already knows how to solve — the same missing index, the same autovacuum stall, the same connection-pool exhaustion. Database AI Ops compresses that loop from hours to minutes and lets one DBA oversee a fleet that used to require five.
How enterprises deploy this service to solve specific, high-stakes problems.
During their peak Black Friday window, a $4B e-commerce platform handled 12× normal load. Database AI Ops caught a runaway query plan regression at 02:11 local time, proposed a concurrent index, shadow-validated it against replica traffic, and shipped a pre-approved PR within 7 minutes — all without paging the on-call DBA.
A multi-tenant SaaS platform was seeing nightly performance regressions tied to customer onboarding spikes. After deploying Database AI Ops, 89% of incidents were resolved autonomously, and DBA team velocity on roadmap work increased 3×.
Legacy workload bursts from batch reconciliation were triggering chronic weekend P2 pages. The AI Ops agent now auto-scales read replicas, pre-warms caches, and suppresses false-positive alerts with full audit trail for the compliance team.
Inventory your database estate, alert sources, and current runbooks.
Connect telemetry, knowledge bases, and code repos via read-only integrations.
Run in advisory mode against one workload — agent proposes, humans approve.
Graduate high-confidence flows to autonomous execution with policy guardrails.
We hand your team a reviewable fix, not a dashboard screenshot.
Every proposal is simulated on a replica before it reaches a human.
Each incident updates the playbook — tribal knowledge becomes institutional memory.
Book a 30-minute working session with our team. We'll walk through your stack, your pain points, and what a pilot looks like.
