AIM / AI investment map

A structured benchmark of public-company AI readiness.

AIM turns public company evidence into a field briefing: one score, five RAISE pillars, and a map of where AI capability is real enough to matter.

AIM reads 106

Current company cohort

Average score 59

Across the visible field

Median signal 6.4

Strategic signal strength

Average evidence 100%

Across AIM reads

Field map

Strategic quadrant

Representative field sample across all four AIM zones. The home view shows where the cohort spreads, not just the highest-scoring operators.

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The cohort

Full list
Position 01

MSFT Services-Prepackaged Software

Microsoft Corp

Microsoft operates a comprehensive cloud and AI infrastructure platform anchored by Azure, processing over 500 trillion AI tokens annually through Azure AI Foundry and serving approximately 80% of Fortune 500 companies.

Operating fit 82 Market signal 8.9
Position 02

AXON Ordnance & Accessories, (No Vehicles/Guided Missiles)

Axon Enterprise, Inc.

AI is embedded in real customer workflows rather than living in a research or prototype phase. Draft One and Axon Evidence represent deployed products generating measurable recurring revenue.

Operating fit 81 Market signal 8.8
Position 03

NVDA Semiconductors & Related Devices

NVIDIA Corp

NVIDIA embeds AI capabilities directly into its customer-facing product platforms including the DRIVE stack for autonomous driving, Clara for healthcare, and Omniverse for industrial digitalization, with NVIDIA AI Ent...

Operating fit 77 Market signal 8.6
Position 04

IBM Computer & office Equipment

International Business Machines Corp

Watsonx platform and IBM Z real-time AI inferencing capabilities demonstrate concrete product infrastructure supporting the AI strategy.

Operating fit 77 Market signal 8.7
Position 05

DELL Electronic Computers

Dell Technologies Inc.

Innovation & IP dimension (score 7.43, 72% confidence) shows tangible AI capability in infrastructure products spanning servers, networking, storage, and client devices across cloud, on-premises, and edge environments.

Operating fit 75 Market signal 8.5
Position 06

NOW Services-Prepackaged Software

ServiceNow, Inc.

ServiceNow demonstrates innovation depth through its named AI assistant technologies, with Now Assist serving as the core generative AI solution offering agentic AI capabilities on the Now Platform.

Operating fit 75 Market signal 8.3

Recent AIM reads

Current company signals

AMCR

Risk & Governance

Amcor plc

Existing governance infrastructure could support AI oversight extension if explicitly structured.

Operating fit 62 Evidence base 100%

DD

Ecosystem Influence

DuPont de Nemours, Inc.

Ecosystem Influence: DuPont's SEC filings demonstrate internal governance structures for cybersecurity risk oversight, but the evidence does not support claims of external ecosystem partnerships, standards participati...

Operating fit 60 Evidence base 100%

LHX

Risk & Governance

L3Harris Technologies, Inc. /DE/

Risk & Governance: L3Harris maintains standard governance infrastructure for technology risk oversight, including board-level committee structures. SEC filings disclose cybersecurity risk factors, though disclosure fo...

Operating fit 61 Evidence base 100%

BKR

Talent & Organization

Baker Hughes Co

Talent & Organization is the strongest dimension. The Audit Committee holds defined responsibilities for cybersecurity, privacy, artificial intelligence, and technology risks, providing board-level accountability for...

Operating fit 63 Evidence base 100%

Scoring method

How AIM turns public evidence into a read.

Inputs
Public disclosures, company operating context, market signal, and evidence density.
RAISE pillars
Research, Adoption, Infrastructure, Strategy, and Ecosystem indicators shape the readiness score.
Output
One AIM score, a strategic signal read, confidence context, and a quadrant position.