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.
AstraZeneca
Pharma
$10B–$50B
—
AXA
Insurance
$100B+
—
BASF
Chemicals
$50B–$100B
—
Bayer AG
Pharma · Agriculture
$50B–$100B
—
BP plc
Energy · Oil & Gas
$100B+
—
BT Group
Telecom
$10B–$50B
—
Deutsche Bank
Banking
$10B–$50B
—
Eni
Energy · Oil & Gas
$100B+
—
GSK
Pharma
$10B–$50B
—
ING Group
Banking
$10B–$50B
—
Orange S.A.
Telecom
$10B–$50B
—
Philips
Healthcare · Medical Devices
$10B–$50B
—
Rio Tinto
Mining · Materials
$50B–$100B
—
SAP
Technology · SaaS
$10B–$50B
Joule: AI agent now embedded in every S/4HANA module
UniCredit
Banking
$10B–$50B
—
Showing 15 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.