LINGYUN AI OPERATIONS

Lingyun AI Operations
China's first AI+Human intelligent O&M platform

Stable · Efficient · Flexible · Secure
We deliver more than O&M services — a digital asset that grows in value over time.

THE PROBLEM

Three chronic pains of data center O&M

Not enough people

Small and mid-sized data centers often run with one or two engineers — sometimes part-time. Nights and holidays go unwatched.

Knowledge walks out

Troubleshooting experience lives in people's heads. When someone leaves, the knowledge leaves too — the same mistakes get repeated.

Slow response

From anomaly to action, teams dig through documents and chase colleagues. By the time they respond, the business is already affected.

OUR SOLUTION

A four-in-one AI O&M system

AI, rules, knowledge, and people — each doing what they do best, in one closed loop.

LLM

7×24 automatic analysis
for efficiency

Proprietary Skills

Work rules deployed locally
for consistency

Knowledge Base

Continuous accumulation
that compounds

Engineers

Step in at key moments
close the loop on site

Lingyun intelligent O&M: rules, AI, knowledge and people in one
HOW IT WORKS

A self-learning O&M loop

Data Collection Metrics · Logs · Alerts LLM Analysis Orchestrated by Skills Report & Advice AI advises only To Engineers Human confirms On-site Closure Results feed back Feedback loop · Continuous improvement · Smarter over time
ARCHITECTURE

Platform Architecture

An intelligent O&M system of "AI watch + engineer loop + proprietary digital assets": Skills, agents, knowledge base, compute foundation and professional team working together.

Lingyun AI Operations platform architecture
CORE CAPABILITIES

Five core capabilities

15 years of O&M experience

Deep data center expertise that keeps your systems stable.

AI Agents

Fully automated workflows with humans at key decision points.

Proprietary Skill Rules

Locally deployed, secure and compliant, tailored to your environment.

Proprietary Knowledge Base

Deployed locally — your digital asset, owned by you.

Professional Engineers

AI advises, humans decide, engineers close the loop on site.

Expert Backup

8+ senior experts on remote support for the hardest problems.

DATA SECURITY

Four lines of defense for your data

① Deployment Boundary

Your most sensitive data stays local — physically inside your own facility.

② Bastion + Audit

Every operation recorded and audited — full traceability.

③ AI Advises Only

AI never acts alone — nothing executes without human confirmation.

④ Portable Assets

At contract end, all Skills and knowledge bases are handed over. No lock-in.