DB Master AI Diagnostics

AI Database

World's first database-specific vertical LLM — revolutionizing ops: find all issues, solve all problems, zero risk for leadership, safer enterprise

60-80%Labor Savings
40-60%Hardware Savings
60%Dev Cycle Cut
100%Issue Detection

Full-Lifecycle Incident Prevention

From proactive prevention to post-incident review — AI guards your database 24/7

Pre

Pre-Incident: AI Inspection

AI inspections discover all potential issues with auto-generated remediation plans (including scripts). AI SQL review prevents development risks.

Prevention · Proactive
Alert

Incident Alert: AI Warning

AI alerts lock down emerging issues with rapid solution generation (including scripts).

Real-time · Fast Response
During

During Incident: Rapid Resolution

AI diagnostics for server/OS/database faults, performance tuning, comprehensive analysis — minimizing downtime.

Smart Diagnosis · Fast Recovery
Post

Post-Incident: AI Report

One-click AI incident report generation — quickly identify responsible parties.

Auto Reports · Accountability

Core Value

AI-driven comprehensive database operations upgrade

Labor Cost Savings

AI replaces manual database dev and ops — one bank reduced DBAs from 15 to 5, saving ¥10.8M annually

Hardware Cost Savings

System-level optimization reduces new hardware purchases — 40% server procurement savings

Eliminate Incidents

100% discovery and resolution — avoid tens of millions in losses from misconfigured hardware downtime

Compliance & Security

Prevent data breaches and compliance fines from database misconfiguration — single fines can reach ¥23M

Use Cases

Multi-industry database operations needs

Finance

Database operations for banking core systems and securities trading — preventing trade failures and customer loss.

Manufacturing

AI predictive maintenance replaces manual teams — saving ¥1.73M annually in equipment operations.

E-Commerce

Prevent system timeouts causing 50-100 order losses per second — single peak losses reaching ¥21.6M.

Get Your AI Database Diagnostics Solution

Our team will tailor an intelligent operations solution for you