AI Governance and Transformation

Scale AI use without losing control.

Where AI use outpaces governance, security, and delivery capacity, pilots multiply without a route to production, data and model access sit outside existing controls, and your board cannot see what AI is doing in the business. We help you scale AI safely through an operating model we call an AI factory, combining a secure foundation, a delivery process from discovery to production, operations for live use cases, and governance that keeps human oversight and accountability in place. We advise independently of model and cloud providers.

When you need this

You need this when AI stops being someone's side project.

  • Pilots are multiplying across teams with no route to production and no owner tracking what each one costs or risks
  • A model or agent is already in production, and nobody can say how it is monitored, evaluated, or kept within budget
  • Your board or a regulator has asked what AI risk classification applies, and there is no answer ready
  • Data or model access for AI use sits outside your existing identity and access controls
  • An AI use case needs a human oversight and approval gate before it can go further, and none exists yet
What this covers

Runway, delivery, operations, and governance, each accountable to a named owner.

AI Runway

You are standing up AI capability on foundations that were not designed to carry it, and data access, model access, and guardrails are improvised project by project.

A secure foundation for AI use, covering identity and access management, data access controls, a model catalogue, guardrails, and logging, independent of cloud or model provider.

AI Factory

Promising pilots stall before they reach something your business can actually run, because no defined process takes them from idea to production.

A delivery process that discovers, assesses, builds, and deploys AI use cases, with senior oversight at each gate, so each use case reaches production or is stopped early for a stated reason.

AI Operations

Once AI use cases reach production, they need the same monitoring, evaluation, and cost management as the rest of your estate, and your existing operations may not yet cover them.

Monitoring, evaluation, cost management, and lifecycle management for models and agents already in production, with security and continuous improvement built in from the start.

AI Governance

AI use is spreading ahead of any accountability for who approved it, what risk it carries, and who is responsible when it goes wrong.

Risk classification against the AI Act, policies, human oversight arrangements, and the assurance and approval gates that give your organisation accountability for AI use.

Where to start

Two defined starting points.

Fixed scope, defined outputs, senior delivery. Start with the AI use you already have, or go straight to designing the capability that will carry it.

Fixed scope

AI Readiness and Governance Review

Establishes where AI use already exists across your organisation, including use nobody formally approved, what foundation and governance it is missing, and what to build first to industrialise it safely.

What you receive
  • Inventory of AI use already live or in pilot, including shadow use
  • Gaps against a secure foundation, risk classification, and human oversight requirements
  • Approval gate design for the use cases already in flight
  • Prioritised roadmap across foundation, delivery, operations, and governance
Request an AI readiness review
Fixed scope

AI Factory Design

You have decided to scale AI beyond individual pilots and need a governed way to do it. We design your AI factory around your priorities, covering the secure foundation, delivery process, operations, and governance, and plan the transformation that establishes it with named owners and clear investment decisions.

What you receive
  • Target operating model across foundation, delivery, operations, and governance
  • Approval, risk classification, and human oversight design
  • Investment criteria and benefit tracking for AI use cases
  • Priority use cases selected for the first delivery wave
  • Phased transformation roadmap with owners, costs, and decision points
Request an AI factory design
Common questions

Frequently asked questions.

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