OpsAGI
Intelligent Operations for Data Systems

As your intelligent operations team for data systems, OpsAGI helps shorten downtime, accelerate operations knowledge capture, reduce manual errors, and improve team productivity. It delivers end-to-end automation for alert intake, ticket creation, SOP matching, AI analysis, and notifications.

Full WorkflowCovers the full path from alert to resolution
Multi-ChannelWorks across the console, DingTalk bots, and WeCom
Secure IsolationProject isolation, SOP matching, and auditing keep control intact

Core Capabilities

Close the loop between alerts, tickets, knowledge, and execution

Smart SOP Matching

Match the right SOP to each issue and notify the right people.

SOP MatchAuto DispatchAlerts

Link issues to standard workflows, cutting manual judgment and coordination costs.

Model Lineage

Combine model design, relationship inference, lineage analysis, and impact assessment.

Model DesignLineageImpact Review

Helps teams understand dependencies faster and assess changes with more confidence.

Self-Evolving Knowledge Base

Learn from daily tickets to build a company-specific smart operations knowledge base.

Ticket LearningKnowledge CaptureReuse

Each handled case becomes reusable knowledge, so the team gets stronger as the system runs.

Efficient Safe Execution

Experts confirm AI recommendations, and the system executes strictly by SOP to lower errors.

Expert ReviewSOP RunRisk Reduction

Keeps key approval steps in place while improving speed, control, and trust.

Business Value

Build a smarter IT operations system that runs more steadily and efficiently

Faster Knowledge Capture

Continuously turn tickets and handling records into a reusable enterprise operations knowledge base.

Downtime: nearly 10 hours → under 1 hour

Identify key drivers faster and drive the response workflow, reducing downtime from nearly 10 hours to within 1 hour.

Response: 1–3 hours → 1–5 minutes

Match SOPs, generate AI remediation plans, and execute only after human confirmation to reduce judgment and operation risk.

Resolution: 5–8 hours → 10–30 minutes

Improve response from 1-3 hours to 1-5 minutes and resolution from 5-8 hours to 10-30 minutes.

Product Capabilities

Covers the full path from alert intake to analysis and execution

OpsAGI product capability diagram

Scenario Coverage

Covers core incident scenarios such as database connection failures, inspection exceptions, data misalignment, and field type mismatches.

AI Task Generation

Creates actionable tasks from event context and response rules, recalling relevant experience and standard procedures.

Multi-Channel Response

Supports the browser console and enterprise chat tools so issues can be handled promptly anywhere.

One-Click Execution

After AI recommendations are confirmed, the system triggers the matching workflow.

Built For

Designed for operations, on-call, and audit roles to improve resolution speed

Project Admins

Isolation and knowledge capture are hard
Keep permissions and configuration isolated by project while turning ticket handling experience into reusable SOPs.

Ops Experts

Driver analysis takes too long
Use AI to generate clustering and efficiency analysis reports, then zoom in on the real issue faster.

Ops Engineers

Alert storms slow response
Automatically consolidate alerts, match SOPs, and generate AI guidance to speed up investigation and recovery.

On-Call Staff

Inspection issues slip through and handoffs are messy
Unify inspection handling, create tickets for anomalies, and keep a clear timeline for handoffs.

DingTalk Members

Too many switches, not enough response time
Receive alerts, check ticket status, and run actions directly inside the group through the bot.

System Auditors

Hard to trace what happened
Track all key events such as logins, logouts, and ticket flow to keep the process compliant and auditable.