Layer

Mo's Assessment

Dan's Priority

Verdict

Layer 1
Data Collection

AI can standardise condition ratings across assessors, extract structure from handwritten inspection reports, and convert site photos into asset data. Real and immediate value.

The enabling layer for everything else — often overlooked in vendor pitches.

Layer 2
Data Platform

The chronic data hygiene crisis. AI can reconcile invoices against work orders, flag gaps in asset registers, cross-reference certificates, and maintain accuracy no team has bandwidth to manage manually.

Contractor matching, compliance monitoring, network management.

Layer 3
"AI Engine"

Currently overstated. The decision rules here are sophisticated statistics, not genuine AI. Works well when data is clean; fails badly when it isn't. True AI value arrives when it can reason cross-domain in real time.

Not the primary focus — this sells itself once Layers 1 and 2 are solid.

Layer 4
Dashboard

AI can translate outputs into action — drafting capital requests, summarising risk, surfacing the right recommendation to the right person at the right moment.

Client communication automation, no-code reporting, property manager interface.

Beyond the Diagram

Outside the infographic's scope — but valid and important.

The primary competitive opportunity. Lead generation, industry mapping, contractor acquisition. This is where AI changes the economics of FM business growth at scale.