Inference Group

IQ Studio

From prototype to production line — a factory for shipping AI safely.

Most AI still ships like a craft project: a clever prompt here, a bright idea there, pasted between people with no record of what it does, what it was tested against, or who said it was safe. That works for a demo and falls apart the moment the business depends on it. IQ Studio is the build layer — effectively CI/CD for AI — that builds assets on your own systems and attaches a passport to every one.

Who it’s for

Engineering and delivery teams shipping AI into production, and the leaders accountable for how it's governed.

How it works
1Frame
2Design
3Build
4Test
5Review
6Publish

Nothing skips a stage. Every asset is evaluated against a golden set and cleared through governance gates, then published, versioned and monitored — and it leaves with an IQ Passport (owner, risk & data class, evidence, model versions, review date) carried into IQ Exchange for reuse and IQ Control Tower for oversight.

A disciplined lifecycle, nothing skipped

IQ Studio runs each asset through a defined lifecycle on top of your own systems — Frame, Design, Build, Test, Review, Publish. Nothing skips a stage. Every asset is evaluated against a golden set, cleared through explicit governance gates, and only then published, versioned and monitored.

The IQ Passport: provenance that travels

As an asset moves through the pipeline, Studio attaches metadata at every step — owner, risk class, data class, use case, the evidence and evaluation scores, the model versions used, and a review date. That record travels with the asset for the rest of its life: into IQ Exchange for reuse, and into IQ Control Tower for oversight. It's the difference between 'trust us' and 'here's the receipt'.

What you get
  • A production line for AI on your own estate
  • Every asset evaluated before it ships, against a golden set
  • Explicit governance gates and named sign-off
  • Versioning, monitoring and a portable IQ Passport on every asset

IQ Studio, answered

Yes. IQ Studio builds and runs assets on your own estate, not a black box you can't see into.

See where IQ Studio fits in your business.