Ongoing Governance

Keep your AI governance current as your organisation changes.

AI tools, embedded features, suppliers, use cases and ways of working keep changing. Ongoing Governance gives your organisation a structured review rhythm, portal-supported evidence and HumanEdge+ support within the agreed scope to keep governance relevant over time.

A Framework should not become another policy document that gets written once and forgotten.

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Need to put the governance structure in place first?Explore the Governance Framework
New AI toolEmbedded AI featureSupplier changeNew use caseStaff or ownership changeMaterial issue
Ongoing Governance
  1. 01Change
  2. 02Review
  3. 03Decide
  4. 04Update
  5. 05Evidence
Current governanceUpdated evidenceManagement visibility
QuarterlyAnnualAs needed

Why Ongoing Governance

Governance needs to keep pace with how AI use changes.

AI governance can become outdated even when the organisation has done the right work initially. New tools appear, suppliers introduce AI features, staff change, use cases become more influential and review conditions can be missed.

  • 01New AI tools or features appear.
  • 02Suppliers add AI capability.
  • 03Roles and ownership change.
  • 04Use cases become more influential.
  • 05Conditions or review dates expire.
  • 06Management visibility begins to weaken.

WHEN SOMETHING CHANGES

What happens when AI use or the conditions around it change.

Ongoing Governance reviews the governance implications of material change and identifies what needs to be checked, updated or decided.

  1. New tool or use proposed

    Reviews the governance implications and identifies the management decision required.

  2. Existing tool gains a capability

    Checks whether current boundaries, approvals and human oversight remain suitable.

  3. Supplier or data handling changes

    Identifies affected controls and whether specialist input is needed.

  4. Concern or incident arises

    Supports governance review, follow-up ownership and records within the agreed scope.

  5. Scheduled review occurs

    Checks material changes, outstanding conditions and relevant evidence.

Review Rhythm

Regular reviews keep governance current.

Ongoing Governance combines scheduled review with additional attention when something material changes.

01

Quarterly

Structured governance check-ins to surface material changes, refresh relevant evidence and identify anything requiring management attention.

02

Annual

A short governance progress review to assess how AI use has changed, whether the Framework still fits and what should be updated.

03

As needed

HumanEdge+ support within the agreed scope where a material change, issue or governance question requires additional review.

Ongoing Governance rhythmScheduled review plus material-change attention

What Gets Revisited

Review what has changed, not everything for the sake of it.

The purpose is to keep governance proportionate. Review focuses on areas where AI use, responsibility, evidence or risk has materially changed.

01

Tools & Embedded Features

New tools, newly enabled AI and material supplier capability changes.

02

Material Use Cases

New uses, expanded uses and existing AI that has become more influential.

03

Ownership

Whether named responsibility still reflects how work is actually being done.

04

Information Boundaries

Whether current rules still match the information being used with AI.

05

Approvals & Conditions

Whether approvals, restrictions or conditions remain appropriate.

06

Human Oversight

Whether review and final decision responsibilities remain clear.

07

Issues & Incidents

Relevant concerns, failures, unexpected outcomes or governance issues.

08

Training & Acknowledgement

Whether people still understand current expectations.

09

Review Dates & Evidence

Whether evidence, expiry dates and management review records remain current.

Portal-Supported Evidence

Keep the governance record current without turning software into governance.

The HumanEdge+ Portal supports the evidence and review process by keeping relevant governance records visible and organised. HumanEdge+ uses that evidence as part of the structured review rhythm.

Tool approvedOwner updatedReview dueCondition changedIssue logged
  1. Material change
  2. Record updated
  3. Review
  4. Management decision
  5. Evidence history
  • 01Approved and restricted tools
  • 02Material use cases
  • 03Named owners
  • 04Approvals and conditions
  • 05Information boundaries
  • 06Review dates
  • 07Issues and incidents
  • 08Pilot expiry and close-out
  • 09Management reporting
  • 10Evidence history

The Portal supports governance. It does not replace management judgement or monitor every AI interaction in real time.

Ongoing Value

Governance that remains current, proportionate and supported by evidence.

  1. 01

    Quarterly Governance Check-ins

    A structured review of material change and relevant governance evidence.

  2. 02

    Annual Governance Progress Review

    A short review of how AI use and governance have developed over the year.

  3. 03

    Framework Updates Within Scope

    Relevant updates where agreed controls or governance structure need to change.

  4. 04

    Material Change & Issue Support

    HumanEdge+ input within the agreed scope where a material change, issue or governance question requires additional attention.

  5. 05

    Management review record

    A clear record of what changed, what was reviewed and what management decided.

Proportionate by Design

Review should be driven by change, not activity for its own sake.

Where controls remain effective and nothing material has changed, the focus should be on maintaining relevant evidence rather than rewriting governance unnecessarily.

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Clear Boundaries

Ongoing Governance supports management. It does not replace it.

  • HumanEdge+ does not monitor staff AI activity continuously.
  • The Portal is not a real-time surveillance system.
  • Ongoing Governance is not an outsourced compliance function.
  • HumanEdge+ does not technically implement AI systems.
  • HumanEdge+ does not provide legal audit or certification.
  • The client remains responsible for management decisions and operating its governance.

The organisation remains responsible for operating its controls and making management decisions. Ongoing Governance provides structured review, evidence maintenance and support within the agreed scope.

Keep Governance Current

Keep AI governance useful as AI use changes.

Ongoing Governance gives management a structured review rhythm, maintained evidence and support within the agreed scope so governance can be updated as AI use changes.

Talk to HumanEdge+
Need to put the governance structure in place first?Explore the Governance Framework