Autonomous Database Operations

Your databases
run themselves now.

Querion is an AI agent that monitors, optimizes, migrates, and scales your databases 24/7. No dashboards to watch. No alerts to triage. It acts, then tells you what it did.

querion agent ~ production
$ querion status
✓ Connected to 3 databases (pg-main, pg-analytics, mysql-legacy)
Monitoring 847 queries/min across all instances

$ querion log --today
02:14 Rewrote slow query on pg-analytics (1.2s → 45ms)
04:30 Auto-scaled pg-main read replicas (load spike detected)
06:15 Flagged unused index on pg-main.users (saves 2.1GB)
08:42 Migration dry-run passed for schema v47 (0 breaking changes)

$ querion savings --month
Estimated savings: $4,280 (query optimization + right-sizing)
DBA hours replaced: ~160h

What Querion Does While You Sleep

⚙

Query Optimization

Detects slow queries in real-time, rewrites them, adds missing indexes, and deploys fixes. No tickets. No waiting.

⚡

Autonomous Scaling

Predicts load spikes before they happen. Scales read replicas up, scales costs down. Your infrastructure breathes.

🔒

Migration Safety

Analyzes schema changes for breaking impacts, runs dry migrations, and rolls back if anything looks wrong. Zero-downtime by default.

📈

Daily Operations Report

Every morning: what changed, what improved, what needs your attention. Clear actions, not noise. Like a DBA standup you actually want.

Traditional DBA vs. Querion

Without Querion

✗ Slow queries found after users complain
✗ Manual scaling during traffic spikes
✗ Migrations break things at 2am
✗ $180k/yr for one senior DBA
✗ Knowledge leaves when they do

With Querion

✓ Slow queries caught and fixed in seconds
✓ Auto-scaling before load arrives
✓ Dry-run every migration, rollback on failure
✓ Fraction of the cost, always available
✓ Institutional knowledge that compounds

Databases shouldn't need babysitting. They need an operator.

Querion is that operator. Always watching, always optimizing, always shipping.