CopilotForgeDraft

Catalogue › Programme Management › stakeholder-governance

Stakeholder governance

Governs how stakeholders take part in an AI programme's decisions - decision rights by decision type, who must be consulted or must approve (security, data protection, legal, HR, employee representatives, business units), escalation routes and time limits, and an engagement plan for governance stakeholders. Use when nobody knows who can approve a change, when decisions stall between functions, or when a required voice was left out.

Department
Programme Management
Lifecycle
Mobilise, Deliver, Assure, Launch
Maturity
adopter, builder, scaler, ai-enterprise
Risk tiers
0, 1, 2, 3, 4
Platforms
platform-neutral
Editions
starter, scale, enterprise
Reviewers
none
Status
draft
Copilot Cowork
Programme Management plugin for Copilot Cowork, or this skill on its own: Download SKILL.md
Licence
CC BY 4.0, by Simon Foote

Purpose

AI programmes cross functional lines that rarely meet in other programmes: IT, security, data protection, legal, HR, employee representatives, records management, procurement and every business unit that owns knowledge or outcomes. This skill sets who holds which decision rights in the programme, who must be consulted or must approve before a decision is valid, how disagreements escalate and how quickly, and how governance stakeholders are kept engaged. It goes wrong when decision rights are implied, when a function with a legitimate veto finds out late, and when escalation has no time limit so decisions stall indefinitely.

When to use

When not to use

Questions to ask first

  1. What kinds of decision will the programme take (scope, funding, supplier, release, policy, people impact), and which of them does the charter already assign?
  2. Which functions hold a legitimate right to approve or block some of those decisions, by law, policy or agreement?
  3. Are there employee representatives, works councils or trade unions whose consultation is required or expected for changes to how people work or are monitored?
  4. Where have decisions stalled or been reopened in this or earlier programmes, and why?
  5. How quickly must an escalated decision be taken before it harms the plan?

Required inputs

Whether consultation with employee representatives is legally required is a question for HR and the legal adviser; record their answer, and mark it [To confirm: ...] until they give it. Never decide it within the programme.

Decision framework

Build a decision rights matrix by decision type. Use four roles per decision: who decides, who must approve (a veto), who must be consulted before, and who is informed after.

Decision typeTypically decidesTypically must approveTypically consulted
Scope or outcome changeSponsorNone beyond the sponsorBusiness owners, programme board
Change within toleranceProgramme boardNoneAffected workstream leads
Supplier selection or changeProgramme board within delegationProcurementSecurity, data protection where data is shared
Solution release at tier 2 and aboveBusiness ownerReviewer gates (blocking findings)Support, adoption lead
Policy (acceptable use, monitoring, retention)Policy ownerLegal, DPO, HR as relevantEmployee representatives where required
Change to how people work or are measuredBusiness owner and HRHREmployee representatives, line managers
Residual risk acceptance at tier 3 and 4Accountable executiveNoneReviewers, DPO, legal

Set escalation routes with time limits: a decision unresolved at its forum by the agreed date moves up one level, and the sponsor resolves anything that reaches them. A veto from a reviewer or a statutory role is not overruled by escalation; it is resolved by changing the proposal or by written risk acceptance where policy allows it.

Practitioner approach

List the decisions before the people. Walk the charter, the integrated plan and the risk log and write down the decisions the programme will need to take over the next two stages. Group them into types. People argue less about a matrix built from real decisions than one built from organisation charts.

For each decision type, identify the functions with a legitimate stake. Distinguish carefully between a veto and a voice. Security and privacy reviewers, the DPO and legal hold real approval rights over specific matters; employee representatives may have consultation rights that are formal in some jurisdictions and informal in others; business units hold the right to decide about their own knowledge and outcomes. Give each its correct role. Over-assigning vetoes slows everything, under-assigning them produces decisions that are reopened later.

Agree the matrix with the people named in it, not just with the sponsor. Each function should confirm the decisions it expects to approve and how quickly it can do so. Where a function cannot meet the programme's pace, solve it with pre-agreed standards (for example, an approved pattern that needs no further approval below tier 2) rather than by skipping them.

Set escalation with time limits. Most stalls happen because nobody owns the next step when two functions disagree. Write down who decides when the workstream cannot, and by when, up to the sponsor. Make clear that escalation resolves priorities and trade-offs, not reviewer findings: a blocking security or responsible AI finding is resolved by changing the design or by written risk acceptance from the accountable executive.

Plan engagement with governance stakeholders as a rhythm rather than a series of surprises. Brief the DPO, security, HR and employee representatives before each stage, not after decisions are taken, and give them the information they need in a form they can act on. Where people are affected, engage employee representatives early about what AI will and will not be used for, including the commitment that adoption data is reported at team or role level and never used to monitor individuals.

Review the matrix at each stage gate and whenever scope widens to a new unit, country or solution type.

Outputs

Microsoft platform considerations

Not applicable in depth, because decision rights are organisational; platform administration roles (tenant, Power Platform, Copilot Studio, security and compliance tooling) should appear as stakeholders for decisions that change platform configuration.

Adoption considerations

Line managers and business owners need a voice in decisions that change how teams work. Including them early is one of the most effective ways to reduce later resistance.

Knowledge considerations

Knowledge owners decide what content an agent may ground on and when it is ready. Record that right in the matrix so build teams do not decide it for them.

Security and privacy considerations

Record the security-privacy gate as an approval right from risk tier 2, and the DPO's role in decisions involving personal data. Data protection questions route to the DPO or legal adviser; the programme does not answer them.

Responsible AI considerations

Decisions that change how people are assessed, monitored or affected by AI need HR, the accountable executive and, where required, employee representatives. Record that AI-derived data is never used to rank or monitor individuals as a standing constraint.

Evaluation requirements

Not applicable, because the matrix governs decisions rather than an AI solution; it should name evaluation-quality as an approval right on release evidence from tier 2.

Value measures

Track decision latency by decision type, the number of decisions reopened, and the share of escalations resolved within their time limit, reported at programme level by the AI Programme Manager.

Scale notes

Starter

A one-page matrix covering five or six decision types, with the sponsor as the escalation end point and the DPO and IT lead named for their approvals.

Scale

A full matrix agreed with each function, escalation with time limits, and a governance stakeholder rhythm aligned to stage gates.

Enterprise

A matrix at programme level and per business unit or country, reflecting local consultation requirements confirmed by HR and legal, with escalation to a portfolio or executive board.

Hand-offs

Reviewer gates

Not applicable, because the matrix releases no solution; it must record that blocking findings from security-privacy, responsible-ai, evaluation-quality and design-authority cannot be overruled by escalation.

Failure modes

Sources

references/sources.md in this skill lists the source records behind this skill, what each is authoritative for, how volatile it is and what you may do with it. Product availability, licensing, limits and preview status change often, so check the current source before stating them, and cite what you used.

Never

Source records for this skill

NIST AI Risk Management Framework

ISO/IEC 42001 AI management system

ICO guidance on AI and data protection

Credit

This skill was created by Simon Foote as part of CopilotForge, licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). Credit the author when you share or adapt it.