r.Potential
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-screenHot 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 30Banking 3Technology 3Insurance 2IT Services 2Pharma 2Technology Hardware 2Telecom 2Aerospace 1Automotive 1Consumer Goods 1Consumer Retail 1Electronics 1
30 of 30 hot roadmap enterprises
Region: all · NA · EU · APAC
NameIndustryRevenue bandAlignment ↑
Latest signals
Volkswagen Group
Automotive
—
32
—
Vodafone
Telecom
—
35
—
Airbus
Aerospace
—
38
—
Nestlé
Food & Beverage
—
44
—
Nike
Consumer Retail
—
46
—
Cigna Group
Healthcare
—
48
Hires Chief Transformation Officer from McKinsey · AI roadmap due Q3
Cigna press release · 2026-02-13
NTT (Nippon Telegraph)
Telecom
—
49
—
Pfizer
Pharma
—
50
—
HSBC
Banking
—
51
—
Unilever
Consumer Goods
—
52
—
Novartis
Pharma
—
53
—
Lenovo
Technology Hardware
—
54
—
Moderna
Pharma / Biotech
—
55
—
Samsung Electronics
Electronics
—
56
—
Schneider Electric
Energy Management
—
57
—
Siemens AG
Industrial Manufacturing
—
58
Industrial Copilot: 50+ factory deployments live across DACH + APAC
Hannover Messe keynote · 2026-04-20
BNP Paribas
Banking
—
61
—
Allianz SE
Insurance
—
64
Claims-pilot expanded to DE + IT · Allianz signs three-year OpenAI enterprise contract
Reuters · 2026-03-04
State Farm
Insurance
—
71
—
HP Inc.
Technology Hardware
—
72
—
Oracle Corporation
Technology
—
73
OCI Generative AI: 50+ Fortune-500 customers in production
Oracle CloudWorld keynote · 2026-09-09
Uber Technologies
Mobility · Tech
—
76
—
Tata Consultancy Svcs
IT Services
—
77
—
JPMorgan Chase
Banking
—
78
8-K filing: $2B Q1 capex tagged "AI infrastructure + LLM Suite scale-out"
SEC 8-K filing · 2026-04-11
Intuit
Software · Fintech
—
79
—
Accenture (self)
IT Services
—
80
—
The Adecco GroupIn Production
Staffing & HR Services
$10B–$50B
82
Salesforce Agentforce expanded to UK · DE — 4-market live · 850 sales-ops roles in scope
Adecco press release · 2026-04-22
Shopify
Technology
—
84
"Default AI" memo: AI now mandatory in every PRD and design review
Leaked memo · Financial Times · 2026-04-08
Stripe
Financial Services · Technology
—
86
Joint case study: 1,370 engineers on Claude Code, 25× migration acceleration
Anthropic customer story · 2026-03-12
Google (Alphabet)
Technology
—
89
Antitrust testimony: agentic refactoring deployed across selected monorepo surfaces
House Judiciary Committee transcript · 2026-04-09
Showing 30 of 30 hot roadmap prototype enterprises. The full 720-enterprise hot roadmap is sourced from Lightcast firmographics + TAG depth post-Doolan.