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.
Wipro
IT Services
$10B–$50B
—
Toyota Motor
Automotive
$100B+
—
Tencent
Technology · Internet
$50B–$100B
—
Sony Group
Electronics · Entertainment
$50B–$100B
—
Saudi Aramco
Energy · Oil & Gas
$100B+
—
Reliance Industries
Energy · Telecom · Retail
$100B+
—
Rakuten
Technology · Retail
$10B–$50B
—
PetroChina
Energy · Oil & Gas
$100B+
—
Mitsubishi UFJ
Banking
$50B–$100B
—
Infosys
IT Services
$10B–$50B
—
ICBC
Banking
$100B+
—
Commonwealth Bank
Banking
$10B–$50B
—
BHP Group
Mining · Materials
$50B–$100B
—
Alibaba Group
Technology · Retail
$100B+
—
Showing 14 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.