Knowledge Agent
AI-Powered Troubleshooting and Diagnostics
Your technicians ask questions in plain English: our AI searches OEM manuals, service history, and tribal knowledge to give grounded answers with citations. No hallucinations. No guessing.
On site now
WO-90517 · Chiller short-cycling
Technician
Priya S.
HVAC · second year
Knowledge base · CH-2
Sources · relevance
Chiller controller service manual · p. 34
SOP-HVAC-12 · Controller reset and lockout
WO-88213 · Harbor Point · CH-2 short-cycling
J. Ortiz: "check the strainer before the reset"
Rooftop unit install guide · p. 12
WO-87940 · Riverside Plaza · boiler
Searches only what your operation has uploaded or logged. If the answer is not in there, it says so.
Answered in 9 seconds, cited to the page. Fix saved to CH-2.
The next tech at Harbor Point gets this answer first, linked to WO-90517.
Grounded answers
See It In Action
Watch AI find answers from your manuals and service history in seconds
The question
“This chiller is short-cycling, what's the reset procedure for this controller?”
The answer, cited step by step
- 1Lock out the unit before touching the controller. Your SOP
- 2Note the active alarm and recent cycle times. Manual p. 34
- 3Check the strainer: the same fault here last time was a clog. Past job
- 4Clear, restart, and watch two full cycles. Manual p. 34
Where it came from
Illustrative. Every step links back to the page or job it came from.
The Problem With Finding Information
Technicians spend 15+ minutes searching through 500-page PDF manuals
Tribal knowledge lives in the heads of senior techs who retire or quit
Service history buried in old tickets nobody searches
Generic AI chatbots hallucinate dangerous wrong answers
The Knowledge Agent Solution
Ask in plain English: get the exact page and paragraph instantly
Every answer cites its source: manuals, history, or knowledge base
Surfaces relevant past service history for this exact asset
No hallucinations: if it doesn't know, it says so
How it works
How Knowledge Agent Works
Retrieval-Augmented Generation (RAG) grounded in YOUR data
- 1
Tech Asks a Question
Natural language query: "What does E-41 mean on a Trane chiller?" or "This motor is overheating, what should I check first?" - 2
AI Searches Your Data
Vector search across OEM manuals, service history, knowledge base articles, and captured tribal knowledge. Finds the most relevant passages. - 3
Grounded Answer Generated
AI synthesizes an answer from the retrieved sources with clickable citations. One-click to order recommended parts.
What it reads
Knowledge Sources
All your institutional knowledge in one searchable AI
OEM Manuals
Service History
Knowledge Base
Tribal Knowledge
Error Code Library
Parts Catalog
Knowledge Agent Results
85%
Faster Troubleshooting
Zero
Hallucinations
100%
Source Citations
24/7
Expert Availability
On the job
Real-World Use Cases
See how technicians use Knowledge Agent every day
Error Code Lookup
History Context
Troubleshooting Guide
Part Identification
Explore More AI Agents
Knowledge Agent works seamlessly with our other intelligent agents
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See how Knowledge Agent can turn your manuals and service history into instant answers.
Also works from ChatGPT, Claude and Copilot in Teams
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