Surface 01 · Demand Map
Where is the demand?
7.3M companies in the global labor signal → 720 ready to absorb AI today → 1,150 deployable cells → 2 in production at The Adecco Group. Open the world map in Atlas →
- MeasuredTotal demand7,300,000companies
Every company observed in the global labor signal.
- MeasuredScope2,800enterprises
Forbes Global 2000 + 800 fast-growing hirers — the enterprises that matter.
- ModeledCold roadmap1,900enterprises
Pass financial pre-screen: revenue ≥$5B, firmographic data ≥3/5 fields, sanctions-clean.
- ModeledHot roadmap720enterprises
Pass Absorption Score ≥60 — can this org absorb AI deployment at all? (5-dim composite).
- ModeledDeployable Agentic1,150UoPs
AI opportunities passing Alignment Score (Agent Capability per work archetype).
Agent Capability × Org Absorption × Stakeholder Alignment
- MeasuredIn Production2UoPs
Live UoPs with measured workforce + economic outcomes.
Filter by industry to slice the cohort — but remember: we automate per work archetype, not per industry. The same UoP ships across sectors.
Walmart
Consumer Retail
$100B+
Project Aura: Anthropic + Microsoft co-deployment on supplier-ops workflows
Target
Consumer Retail
$100B+
AI-assisted merchandising rollout to 1,800 stores · OpenAI partnership announced
Showing 2 of 44 cold roadmap prototype enterprises. The full 1,900-enterprise cold roadmap is the Forbes Global 2000 + 800 fast-growing hirers cohort post-financial-prescreen.