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 →

Total demand
7,300,000companies
Every company observed in the global labor signal.
Measured
Scope
2,800enterprises
Forbes Global 2000 + 800 fast-growing hirers — the enterprises that matter.
Measured
Cold roadmap
1,900enterprises
Pass financial pre-screen: revenue ≥$5B, firmographic data ≥3/5 fields, sanctions-clean.
Modeled
Hot roadmap
720enterprises
Pass Absorption Score ≥60 — can this org absorb AI deployment at all? (5-dim composite).
Modeled
Deployable Agentic
1,150UoPs
AI opportunities passing Alignment Score (Agent Capability per work archetype).
Agent Capability × Org Absorption × Stakeholder Alignment
Modeled
In Production
2UoPs
Live UoPs with measured workforce + economic outcomes.
Measured

Cold roadmap1,900Pre-absorption · pass financial pre-screen Hot roadmap720Absorption-scored · conversation-worthy

▦ Table ◴ Map →

Filter by industry to slice the cohort — but remember: we automate per work archetype, not per industry. The same UoP ships across sectors.

All sectors 30 Banking 3 Technology 3 Insurance 2 IT Services 2 Pharma 2 Technology Hardware 2 Telecom 2 Aerospace 1 Automotive 1 Consumer Goods 1 Consumer Retail 1 Electronics 1

13 of 30 hot roadmap enterprises · filtered · region NA

Region: all · NA · EU · APAC

Name Industry Revenue band Alignment ↓

Latest signals

Google (Alphabet)

Technology

—

Antitrust testimony: agentic refactoring deployed across selected monorepo surfaces

House Judiciary Committee transcript · 2026-04-09

Stripe

Financial Services · Technology

—

Joint case study: 1,370 engineers on Claude Code, 25× migration acceleration

Anthropic customer story · 2026-03-12

Shopify

Technology

—

"Default AI" memo: AI now mandatory in every PRD and design review

Leaked memo · Financial Times · 2026-04-08

8-K filing: $2B Q1 capex tagged "AI infrastructure + LLM Suite scale-out"

SEC 8-K filing · 2026-04-11

OCI Generative AI: 50+ Fortune-500 customers in production

Oracle CloudWorld keynote · 2026-09-09

Hires Chief Transformation Officer from McKinsey · AI roadmap due Q3

Cigna press release · 2026-02-13

Nike

Consumer Retail

—

Showing 13 of 30 hot roadmap prototype enterprises. The full 720-enterprise hot roadmap is sourced from Lightcast firmographics + TAG depth post-Doolan.