Autonomous Database Intelligence

Your database has a new engineer. It never sleeps.

QueryOps is an AI agent that monitors your database around the clock — catching slow queries, identifying bottlenecks, and fixing problems before your users ever notice.

24/7 Autonomous monitoring
<2s Avg. detection time
3x Faster than manual ops
queryops-agent — live session
# QueryOps agent running. Monitoring 3 data sources.

[12:41] INFO Connected to analytics-db.prod
[12:41] INFO Baseline established. Tracking 847 queries/hour.
[12:43] WARN Query user_events_aggregate — p99 latency up +312ms
[12:43] AUTO Detected missing index on user_events.user_id. Applying fix...
[12:43] INFO Index created. Latency normalized. _
How it works
STEP 01
Connect once
Point QueryOps at your PostgreSQL, MySQL, or Snowflake instance. One line. No agents, no sidecars, no overhead.
STEP 02
Learn your patterns
The agent observes your query patterns, builds a behavioral baseline, and detects drift in real time — not after the incident report lands.
STEP 03
Act autonomously
When a query goes sideways, QueryOps diagnoses the root cause and applies the fix — index creation, query rewrite, plan hints — without waking anyone up.
What it does

The work that never ends,
now done automatically.

Database performance degrades constantly — new data, new queries, schema changes. QueryOps treats it like a living system and keeps it healthy.

⚡
Query Performance Monitoring
Tracks every query's execution time, plan changes, and resource consumption. Flags degradation the moment it happens.
🔍
Root Cause Diagnosis
Analyzes execution plans and system state to pinpoint the exact cause — not just the symptom. No more grep through pg_stat_activity.
🔧
Autonomous Index Creation
Detects missing indexes and applies them in pre-production mode for validation before promoting to production.
📊
Plain-English Reports
Daily digest: what was healthy, what broke, what was fixed. No dashboards to navigate — just signal in your inbox.
🔔
Smart Alert Routing
Only interrupts you when it needs approval. Everything else gets handled silently. Escalation rules you define, once.
🌐
Multi-Source Support
PostgreSQL, MySQL, Snowflake, BigQuery. One agent, all your data sources, unified view and control plane.
Live Activity

Watch it work in real time.

Every action taken, every fix applied, every query analyzed — logged and visible.

Agent Activity Feed
3 sources connected
12:38 SELECT * FROM user_events WHERE ... FIXED Missing index applied
12:27 JOIN orders + products + inventory... SLOW p99 up 280ms, monitoring
12:15 ANALYZE user_sessions; OK Stats refreshed, plan optimized
11:58 batch_aggregate_daily_metrics() OK Baseline normal, no action needed
11:42 UPDATE session_cache SET ... OK Write latency stable at 4ms avg

Stop babysitting your database.

QueryOps runs your data infrastructure so you can focus on building the things that actually matter.

# Connect your first database in under 2 minutes
pip install queryops-agent
queryops connect --host production.db --db analytics
# Agent starts. You go back to building.