For paid members of GOVBRM
AI Demand Framework.
The method written up in full: the operating layer between AI demand and AI delivery, in thirteen chapters, from the problem the front door solves to calibration, evidence and what comes next. For paid members of GOVBRM.
- Format
- Thirteen chapters, online, read in any order
- Access
- Paid members of GOVBRM, monthly, annual or founding
- Length
- About 126 minutes of reading in total
- Version
- 1.0, 13 September 2026; changes recorded on the provenance page
Paid members only
Enter your access code
The full framework is for paid members of GOVBRM. The code is in the email Substack sends when a paid membership starts. Not a paid member yet? See the membership plans: free membership carries the micro-courses; paid membership carries the framework, the toolkit, and first call and a discount on masterclass places; founding membership includes a seat.
Who it is for
Built for the people between the ask and the answer.
- The person the AI request lands on, who runs or is being asked to run a front door
- Sponsors and finance partners who want to know what they will be asked to sign, and when
- Assurance, architecture and delivery colleagues who want to know what a shaped request brings them
Thirteen chapters
The method, stated once, from the problem to the evidence.
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Chapter 1: What this is, and what it is not
The operating layer between AI demand and AI delivery: who it is for, what it is in one page, what it does not replace, and how to read it.
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Chapter 2: The problem the front door solves
Three kinds of demand on one desk, why the front door is the cheap place to act, why Business Relationship Management sits there, and the proportionality principle.
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Chapter 3: The AI Value Operating Model
One route in, six gates with six questions, five roles, what each gate produces for the assurances you already run, and the loop that closes at the review.
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Chapter 4: The request is not the need
Where demand comes from, the sentence that closes, value as a range, the rung, and six routes with an honest decline.
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Chapter 5: Evidence before attention
Intake as a record, readiness decided by the weakest dimension, risk as a triage with a register row, and routing to assurance.
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Chapter 6: Value is not priority
Where attention concentrates, ranking with shared criteria, the executive view, and what the weights are.
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Chapter 7: A named owner and a number
The business case, the autonomy ladder and the four agent questions, playbook rules, the supplier's words, prompts, and ownership after launch.
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Chapter 8: Deployment is not use
Who the change touches, the objection that is right, adoption measured from the work, workforce impact task by task, and the people who are not in the room.
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Chapter 9: The Value Realisation Review
The ledger after handover, the four review questions, why nine months is a default and not a rule, and the capability roadmap.
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Chapter 10: The three value conversations
Planning, realisation and optimisation; where value leaks; where attention goes; the monthly review.
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Chapter 11: Running the front door in your organisation
Ninety days to a working front door, measuring the front door itself, fitting the governance you have, and running it for an organisation rather than a team.
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Chapter 12: Calibration, evidence and what comes next
The status of every mechanism, how to calibrate from the review gate, the evidence the framework does not yet have, and its limitations stated plainly.
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Chapter 13: Glossary, gate checklists and the canvas index
Print this chapter and keep it beside the toolkit.
How to get in
Become a paid member, and the code comes to you.
- Become a paid member of GOVBRM on Substack, monthly, annual or founding. The framework is published chapter by chapter to paid subscribers, and this is where the chapters live.
- The email Substack sends when a paid subscription starts carries the access code. Enter it above, or on any chapter page, and it is remembered on this device.
- The workbook and the micro-courses stay free with the free tier. What you are paying for is the method written up in full, the AI Demand Toolkit, and first call and a discount on masterclass places. Founding membership includes a seat.