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Wednesday, 7 October 2026

Independent intelligence on the enterprise AI market, for people buying it. Pick the question closest to yours.

Data lanes on this pageAIE liveLIVE

What is our own AI position?

Name your company, listed or private. Its public sources are retrieved at that moment and read now, every statement carrying the link it came from, then set against the tracked market. Where the sources say nothing, so does the page.

Research your companyYour AI Position

Which AI model should each of my people actually get?

Pick an industry, a function and a role. You get the cheapest model that meets that role's requirements, which requirements decided it, which models were eliminated and by what number, and the cost per person and for the whole role. 297 roles across 36 industries against 330 priced models.

Pick a roleModelEngine

We want AI for a specific workflow. Who should we shortlist?

Pick your industry and the workflow itself, from 75 tracked workflows in 15 areas. You get its risk tier, reliability bar and regulatory flags, then the vendors that ship it and the model providers you would build it on.

Start with your workflowWorkflow Shortlist

Just tell me what to do in our situation.

Describe the situation in your own words. You get a few sharp questions, then a tailored finding where every claim carries a citation. Upload your own documents and they become the highest-weighted source behind it.

Describe your situationDecision Desk

Who are the serious vendors, and how do they compare?

Evidence-graded capability across ten dimensions for 43 tracked vendors, one market category at a time, so a frontier lab is never ranked against a CRM assistant.

Compare the providersCompetitive Intel

What will it cost, and what do we get for it?

Independent benchmark scores against published list prices across four capability axes, with the efficiency frontier picked out: the models no cheaper option beats. Models scored on no axis stay visible rather than being dropped.

See price against capabilityPrice / Performance

What binds us legally, and where is the risk?

AI regulation by jurisdiction with a vendor lens, plus each vendor's evidence-graded governance and security posture.

Check the obligationsTrust Rank

What are firms like ours actually buying?

Adoption by industry and region, shown with the age of the model behind it and links to the measurements that disagree with it.

See your peersPeer Insights

Who would actually deliver this for us?

Which integrators carry which AI vendors, and how deep the tie is. An enterprise rarely stands a frontier model up alone, so the firm carrying a vendor decides who turns up on the engagement.

Find the integratorIntegrators

How to read anything here

Every figure names its source. A badge on each panel says whether it is live, a dataset read or a sample, and "How this is derived" opens the method.
Missing means missing. Where nothing is published you will see "not disclosed" rather than an estimate dressed as a measurement.
Scores compare within a category. A chip maker and a CRM assistant are not competing for the same budget, so they are never ranked against each other.
A purple edge means AG concluded it. Every analyst insight, recommendation and action carries one, so an interpretation is never mistaken for a measurement.
A teal edge means the delivery channel. Systems integrators deliver AI but do not build it, and those panels are marked so the two are never confused.

Assembling this page. Live sources are being read now.