GOVBRM: the operating layer between AI demand and AI delivery

Every door serves one line

Starts withOrganisational ambition
Made practical byAI Demand Framework
DeliversDigital value

Discover · Assess · Prioritise · Design · Adopt · Realise

Why this exists

Every organisation is now taking in more AI demand than it can shape.

It lands on top of demand that was already struggling to turn into value, the failure demand that follows when something is built to the wrong need, and delivery and budget constraints that were binding before anyone said the word agent. Business Relationship Management already sits at the one point where demand can be shaped before it is committed. The AI Demand Framework is the practice for doing it.

The AI Demand Framework

The operating layer between AI demand and AI delivery: a method, grounded in Business Relationship Management, for deciding which AI demand should receive money, attention, autonomy and organisational change, and for checking that the value arrived.

GOVBRM is not another AI governance framework. It is the operating layer that turns one demand into one decision journey and many governance outputs. It works with the governance you already have. It does not replace business cases, appraisal, procurement, security assurance, privacy and equality assessments, transparency records or service assessments; it routes demand into them, in the right order. See the crosswalk and how it was developed.

Read the GOVBRM Newsletter Read the framework

Take the free course Who it is for What it is and is not One page for executives

Not built for one sector

The same six questions, in any organisation with more AI ideas than governance.

01

Government and public bodies

Central and local government, the NHS and healthcare bodies, and higher education all take in AI ideas faster than they can shape them.

02

Regulated industry

Financial services, defence, utilities and other regulated sectors carry the same problem, with their own regulator standing where a public body's governance would.

03

Any large or complex organisation

Wherever an organisation is big enough or complex enough that one AI idea cannot just be built on a hunch, the same six questions apply.

GOVBRM was written from the receiving end of AI requests in public and regulated organisations. The method does not stop there. See who GOVBRM is for.

What it is

A working method for the space between what an institution wants and what digital delivers.

01

Written from practice

Built by practitioners working in this space, drawing on the discipline of Business Relationship Management rather than a vendor playbook.

02

Works with your governance

Shaped around the way institutions set direction, fund work and answer for results. It hands off to the business case, the risk process and the transparency record rather than replacing them.

03

Judged on value

Its measure of success is digital value that can be seen and evidenced, and it says plainly which of its own mechanisms are established and which are still hypotheses.

How it fits together

One practice. The Academy teaches it, the Framework states it, the Toolkit applies it.

Ambition and AI demand enter on the left. The framework runs them through six stages and six gates, with toolkit canvases under each stage. Value leaves on the right, and the Value Realisation Review sends what was learned back to the front door. The Academy's three tiers teach the same framework at increasing depth.

GOVBRM Academy: three tiers, one framework

  1. Tier 1

    Three micro-courses with digital badges

    AI Demand Foundation, AI Value Associate, Responsible AI Practitioner. Self-paced.

    Free in beta

  2. Tier 2

    Two live practitioner certificates

    Certified AI Demand Strategist, for the front door. Certified AI Value Orchestrator, for everything from the Commit gate onwards. Two live masterclasses each, individually assessed.

    Cohort seat

  3. Tier 3

    Master AI Value Partner

    A capstone on an assessed portfolio, for holders of both certificates.

    Opening 2027

Every tier teaches the same framework, at increasing depth.

AI Demand Framework: six stages, six gates

Framework and toolkit: paid membership

Starts withOrganisational ambition and the AI demand it generates: requests, opportunities, ideas

  1. Strategist trackThe front door: Discover, Assess, Prioritise
  2. 1DiscoverStrategist trackFeeds the Request and Shape gates

    The request is not the need

    Canvases 01 Opportunity, 02 Demand Shaping

  3. 2AssessStrategist trackFeeds the Shape gate

    Evidence before attention

    Canvases 03 Intake, 04 Readiness, 05 Risk and Ethics

  4. 3PrioritiseStrategist trackFeeds the Rank gate

    Value is not priority

    Canvases 06 Value Map, 07 Prioritisation, 08 Portfolio Heatmap

  5. Orchestrator trackFrom the Commit gate: Design, Adopt, Realise
  6. 4DesignOrchestrator trackFeeds the Commit and Build gates

    A named owner and a number

    Canvases 09 Business Case, 10 Playbook, 11 Agent, 12 Vendor, 13 Prompt, 14 Product Ownership

  7. 5AdoptOrchestrator trackFeeds the Build gate

    Deployment is not use

    Canvases 15 Stakeholder Impact, 16 Adoption, 17 Workforce Impact

  8. 6RealiseOrchestrator trackFeeds the Review gate

    Month nine happens

    Canvases 18 Benefits Realisation, 19 Value Review, 20 Capability Roadmap

DeliversDigital value, measured against the committed number, with an owner who answers for it

Back to the front door. The Value Realisation Review, by default in month nine, tests the shaping decisions as well as the number, and sends the lesson back to Discover.

GOVBRM Newsletter

Where the thinking behind every stage is worked out in public, and where course and certification dates are announced first. Free membership.

  • Strategist track: Discover, Assess, Prioritise
  • Orchestrator track: Design, Adopt, Realise, from the Commit gate
  • Free: micro-courses (in beta) and the newsletter. Paid membership: the framework and the toolkit.
How the Academy, the AI Demand Framework, the AI Demand Toolkit and the newsletter fit together. The operating model is generic: adapt the gates, sign-offs and scales to your own governance.

Free to read

The thinking behind the Framework is worked out in the GOVBRM Newsletter.

Join free for the essays and the access code for the micro-courses; paid membership adds the toolkit, the framework and a seat at the masterclasses.

Become a member