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AI Estate Operations

Operate the AI estate through accountable ownership, agent authority, tested controls and defensible economics.

Downloadable operating resources · USD $779.40 perpetual · USD $419.40 / year

Choose access & purchasePreview the PDF sample

What this helps you do

Connect AI inventory and demand to approval, usage measurement and review.

Included resources

  • 24 expanded AI operating procedures with evidence schemas and failure tests
  • AI control workbench and original flowcharts
  • Word/PDF and offline HTML operating guide
  • Agent authority, evaluations, cost reconciliation, change and retirement guidance

Inspect an actual working example

Preview pages from the expanded AI operating guide, including evidence and acceptance requirements.

Actual AI authority procedure page from the downloadable guide

Open the free PDF sample

No account required for the sample. Synthetic examples illustrate the method; they do not promise savings or certify compliance.

AI governance that reaches the operating decision

A downloadable toolkit for accountable AI ownership, agent authority, evidence, lifecycle decisions and FinOps for AI. Includes Word/PDF, offline HTML, a control workbench and original flowcharts. It is not a hosted governance platform or a certification service.

Explore the included topics
  1. AI01 Authorize the AI estate operating model
  2. AI02 Discover AI adoption and reconcile coverage
  3. AI03 Maintain the AI estate and dependency register
  4. AI04 Intake demand and approve a bounded use case
  5. AI05 Assess impact and applicable obligations
  6. AI06 Verify AI supplier, model and use rights
  7. AI07 Control data, retrieval and retention
  8. AI08 Authorize agents, identities and actions
  9. AI09 Design capacity and lifecycle economics
  10. AI10 Procure capacity and control commitments
  11. AI11 Register model builds and supply-chain evidence
  12. AI12 Evaluate quality, safety and failure behavior
  13. AI13 Release to production with operational acceptance
  14. AI14 Collect and validate AI usage evidence
  15. AI15 Reconcile invoices and allocate AI cost
  16. AI16 Forecast demand and operate spending controls
  17. AI17 Optimize subscriptions and embedded AI
  18. AI18 Optimize inference and agent economics
  19. AI19 Operate hosted, GPU and edge AI assets
  20. AI20 Control change and monitor drift
  21. AI21 Respond to incidents and preserve continuity
  22. AI22 Renew, retire and verify the AI ending
  23. AI23 Test controls and develop competence
  24. AI24 Review value and mature the estate
Read a selected public example

An assistant may draft a response but cannot send it externally. Record its human owner, permitted data, allowed action, acceptance test and revocation route. If sending authority is added, reassess the use case before release.

Illustrative public excerpt. Full procedures, evidence schemas and workbooks are available through purchased access.

Practical guides before you buy

Selected preview — full content secured

A subscription is only part of the AI estate

An AI estate record should connect the service or deployment to an accountable owner, approved purpose, consumption unit and evidence source. Embedded and agent-based use also needs an explicit review path.

Who it is for

ITAM, FinOps and governance teams developing an AI operating model.

Use across markets

The methods can be adapted internationally. Jurisdiction-specific guidance centers on the United States and Canada. Apply local law, contract terms and organizational requirements; these resources do not certify worldwide compliance.

Scope and license

One purchasing organization and permitted controlled affiliates for internal adaptation.

Companion packs are separate purchases and are not included in this edition.

Start using it with one real decision

  1. Download your purchased resources from your verified customer library.
  2. Select a procedure that addresses a current problem; assign an owner and review its inputs.
  3. Adapt the template or evidence record, walk through one case, and check the completion criteria before expanding.

Before you buy

Am I buying software or downloadable resources?

Downloadable operating documents and tools. This is not a hosted ITAM application, platform subscription, certification or consulting engagement. Use the listed formats with your own tools and adapt them to your organization.

Can my organization adapt the materials?

One purchasing organization and permitted controlled affiliates for internal adaptation. One purchasing account initially provides library access. The full license terms govern permitted sharing and use.

How do payment and access work?

Create and verify your library account, then pay through Stripe. Confirmed payment unlocks the purchased scope; delayed bank payments can take longer. The published delivery commitment is no later than two business days after payment confirmation.

What if the resource does not fit my needs?

Read the public sample and scope first. The 14-day satisfaction policy explains refund requests and conditions. For help selecting a resource, email support@operationalitam.com.

Created by Operational ITAM, published by EpicB Media LLC. Listen to the practical approach behind the resources.

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