AI for the people who keep buildings running
From Disconnected Systems to Decisions You Can Defend.
Learn to bring facility operations, data, and AI together — and build workflows you can verify.
AI WORKFLOW
AI-Powered Operations
- Connect
- Structure
- Analyze
- Verify
Human approval
OPERATIONAL OUTCOME
Verified priorities, reports & decisions
1. Connect the information
Bring approved facility records together with scoped, read-only access.
Illustrative demonstration · no live systems connected
The method
Practice in Lab 001AI decision validation
AI claim
"Preventive maintenance cut failures by 40%."
FAI Lab 001 · free
See AI get a real facility problem wrong.
500 synthetic work orders. One confident AI report. Toggle the view to see what the duplicates hid.
Try the LabCorrective work orders by asset · top 6
- P-10418
- AHU-0316
- SPR-B12
- WH-0111
- CMP-0110
- FACP-0110
The AI flags P-104 as the worst asset — from a file containing 12 duplicate rows.
Your learning journey
Six levels. One direction.
Hallucinations, incorrect calculations, missing assumptions, inconsistent evidence, and uncertainty.
Practice · Find the unsupported claims in a confident AI-written maintenance report (FAI Lab 001).
Learn by building
You leave with something that works.

Analyze a spreadsheet
Clean 500 work orders and rebuild the KPIs yourself.
- 02Build an AI assistantPlanned
- 03Connect systems with APIs and MCPPlanned
- 04Automate a work-order workflowPlanned
- 05Validate a capital budgetPlanned
- 06Create an operational dashboardPlanned
Built for the people who run facilities
