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
Filter by industry to slice the cohort — but remember: we automate per work archetype, not per industry. The same UoP ships across sectors.
30 of 30 hot roadmap enterprises
Region: all · NA · EU · APAC
Google (Alphabet)
Technology
89
Antitrust testimony: agentic refactoring deployed across selected monorepo surfaces
House Judiciary Committee transcript · 2026-04-09
Stripe
Financial Services · Technology
86
Joint case study: 1,370 engineers on Claude Code, 25× migration acceleration
Anthropic customer story · 2026-03-12
Shopify
Technology
84
"Default AI" memo: AI now mandatory in every PRD and design review
Leaked memo · Financial Times · 2026-04-08
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
Accenture (self)
IT Services
80
Intuit
Software · Fintech
79
JPMorgan Chase
Banking
78
8-K filing: $2B Q1 capex tagged "AI infrastructure + LLM Suite scale-out"
SEC 8-K filing · 2026-04-11
Tata Consultancy Svcs
IT Services
77
Uber Technologies
Mobility · Tech
76
Oracle Corporation
Technology
73
OCI Generative AI: 50+ Fortune-500 customers in production
Oracle CloudWorld keynote · 2026-09-09
HP Inc.
Technology Hardware
72
State Farm
Insurance
71
Allianz SE
Insurance
64
Claims-pilot expanded to DE + IT · Allianz signs three-year OpenAI enterprise contract
Reuters · 2026-03-04
BNP Paribas
Banking
61
Siemens AG
Industrial Manufacturing
58
Industrial Copilot: 50+ factory deployments live across DACH + APAC
Hannover Messe keynote · 2026-04-20
Schneider Electric
Energy Management
57
Samsung Electronics
Electronics
56
Moderna
Pharma / Biotech
55
Lenovo
Technology Hardware
54
Novartis
Pharma
53
Unilever
Consumer Goods
52
HSBC
Banking
51
Pfizer
Pharma
50
NTT (Nippon Telegraph)
Telecom
49
Cigna Group
Healthcare
48
Hires Chief Transformation Officer from McKinsey · AI roadmap due Q3
Cigna press release · 2026-02-13
Nike
Consumer Retail
46
Nestlé
Food & Beverage
44
Airbus
Aerospace
38
Vodafone
Telecom
35
Volkswagen Group
Automotive
32
Showing 30 of 30 hot roadmap prototype enterprises. The full 720-enterprise hot roadmap is sourced from Lightcast firmographics + TAG depth post-Doolan.