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Facility AI InstituteDecisions you can defend

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

  1. Connect
  2. Structure
  3. Analyze
  4. 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 001

AI 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 Lab

Corrective 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.

Find your starting level →

Hallucinations, incorrect calculations, missing assumptions, inconsistent evidence, and uncertainty.

Practice · Find the unsupported claims in a confident AI-written maintenance report (FAI Lab 001).

Lab 001: catch the flawed AI report

Learn by building

You leave with something that works.

Available

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

The future of facilities is being built. Learn how to build it.