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 44 Banking 8 Energy · Oil & Gas 6 Pharma 3 Technology · Retail 3 Automotive 2 Consumer Retail 2 IT Services 2 Mining · Materials 2 Technology · SaaS 2 Telecom 2 Aerospace · Defense 1 Chemicals 1

44 of 44 cold roadmap enterprises

Region: all · NA · EU · APAC

Name ↓Industry Revenue band

Latest signals

Wipro

IT Services

$10B–$50B

—

Walmart

Consumer Retail

$100B+

Project Aura: Anthropic + Microsoft co-deployment on supplier-ops workflows

Bloomberg · 2026-04-02

UniCredit

Banking

$10B–$50B

—

Toyota Motor

Automotive

$100B+

—

Tencent

Technology · Internet

$50B–$100B

—

Target

Consumer Retail

$100B+

AI-assisted merchandising rollout to 1,800 stores · OpenAI partnership announced

Target press release · 2026-03-04

Sony Group

Electronics · Entertainment

$50B–$100B

—

Saudi Aramco

Energy · Oil & Gas

$100B+

—

SAP

Technology · SaaS

$10B–$50B

Joule: AI agent now embedded in every S/4HANA module

SAP Sapphire keynote · 2026-05-19

Salesforce

Technology · SaaS

$10B–$50B

Agentforce 2.0 GA — 8,000+ paying customers · 250K agents in production

Dreamforce 2026 keynote · 2026-09-16

Royal Bank of Canada

Banking

$10B–$50B

—

Rio Tinto

Mining · Materials

$50B–$100B

—

Reliance Industries

Energy · Telecom · Retail

$100B+

—

Rakuten

Technology · Retail

$10B–$50B

—

Philips

Healthcare · Medical Devices

$10B–$50B

—

PetroChina

Energy · Oil & Gas

$100B+

—

Petrobras

Energy · Oil & Gas

$100B+

—

Orange S.A.

Telecom

$10B–$50B

—

Mitsubishi UFJ

Banking

$50B–$100B

—

Merck & Co.

Pharma

$50B–$100B

—

Marsh McLennan

Insurance · Risk Advisory

$10B–$50B

—

Lockheed Martin

Aerospace · Defense

$50B–$100B

—

ING Group

Banking

$10B–$50B

—

Infosys

IT Services

$10B–$50B

—

ICBC

Banking

$100B+

—

Honeywell

Industrial Manufacturing

$10B–$50B

—

GSK

Pharma

$10B–$50B

—

Ford Motor

Automotive

$100B+

—

FedEx

Logistics

$50B–$100B

—

ExxonMobil

Energy · Oil & Gas

$100B+

—

Eni

Energy · Oil & Gas

$100B+

—

Deutsche Bank

Banking

$10B–$50B

—

Commonwealth Bank

Banking

$10B–$50B

—

Citigroup

Banking

$50B–$100B

—

BT Group

Telecom

$10B–$50B

—

BP plc

Energy · Oil & Gas

$100B+

—

BHP Group

Mining · Materials

$50B–$100B

—

Bayer AG

Pharma · Agriculture

$50B–$100B

—

BASF

Chemicals

$50B–$100B

—

AXA

Insurance

$100B+

—

AstraZeneca

Pharma

$10B–$50B

—

Apple

Technology · Consumer

$100B+

Apple Intelligence Pro for Enterprise announced · Foundation Models API GA

WWDC 2026 keynote · 2026-06-09

Amazon

Technology · Retail

$100B+

Bedrock + Q Business now powering 4 internal lines of business

AWS re:Invent 2026 keynote · 2026-12-02

Alibaba Group

Technology · Retail

$100B+

—

Showing 44 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.