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Creative AI Governance: Production, Creation Records, and Distribution

Article cover for “Creative AI Governance: Production, Creation Records, and Distribution” over a pastel ringed planet and orbital lines Article cover for “Creative AI Governance: Production, Creation Records, and Distribution” over a pastel ringed planet and orbital lines

What you’ll learn

  • Where OpenMontage, AIFX, and AdCP each fit across production work, finished-work creation records, and advertising distribution
  • Why project numbers, asset numbers, and approved versions must stay consistent from production through distribution
  • Which rights reviews, human approvals, and delivery conditions each stage must hand to the next owner
  • Which mismatched IDs and missing rights reviews should stop a finished work before delivery

OpenMontage, AIFX, and AdCP Connect Production, Creation Records, and Distribution

A Creative AI Governance reference architecture shows who checks each part of AI-assisted production and how the result moves to the next stage. It ties production decisions, creation records for the finished work, and pre-delivery approval to the same project and version. OpenMontage, AIFX, and AdCP address different handoff gaps between production and distribution.

By the end of this article, you will have practical criteria for answering “How can OpenMontage, AIFX, and AdCP patterns connect evidence from production through distribution?” in your own context.

OpenMontage Handles Production, AIFX Creation Records, and AdCP Advertising Distribution

OpenMontage divides production into research, proposal, script, scenes, source materials, editing, and composition. At each stage, it can keep the draft produced there, the person’s approval, the reason for the decision, and a saved point from which the team can resume after an interruption.[1] The OpenMontage article provides the detailed analysis.

AIFX and AIFI carry a finished work with a record of who created it, when it was created, which AI was used, and a comparison value that reveals whether the file changed. That creator-provided record is not proof of rights or verified identity.[2] The AIFX article examines that boundary.

AdCP provides shared procedures for the party preparing an ad, the party checking it against rules, and the advertising provider delivering it. Its Trust documentation states that the procedures do not automatically guarantee that a rejection stops delivery or that every legal requirement is met.[3][4] The AdCP article covers those operational limits.

The following comparison shows the main users, recorded information, and decisions that each project cannot make alone. It is an author-created synthesis, not a shared official classification from the three projects.

Pattern usedMain people using itWhat they record or checkProblem it helps preventWhat it cannot decide or perform alone
OpenMontageProduction owner and reviewers at each stageEach draft, approval point, decision reason, and place to resumeRequired reviews being skipped and work being lost after interruptionWhether contracts and consent are valid or an outside provider stops delivery
AIFX and AIFICreative, legal or rights, and release-approval owners who manage finished-work recordsFinished file, creator-provided record, file-change value, and permitted-use termsRecords becoming separated from the file and unnoticed later file changesIdentity or rights verification and release approval
AdCPAdvertiser’s coordinator, separate reviewer, and advertising providerRequest, finished preview, sender-provided production record, outside-check result, rule-check result, approved version, and delivery recordRole and version confusion during deliveryAn outside check of the sender-provided record, rights validity, and a guaranteed delivery stop after rejection
This table scrolls horizontally. Keyboard users can focus the table and use the left and right arrow keys.

Keep Project Numbers, Asset Numbers, and Approved Versions Consistent Through Distribution

The three systems do not need a direct connection. Shared identifiers and version records need to show whether the finished work moving through the process is the version that people approved.

That requires a shared project number, asset number, and approved version. If the production-approved version differs from the version stored with the creation records or the delivered version, every stage can work correctly while unapproved work is published.

Production, creation records for the finished work, and advertising delivery connected by the same project number and approved version

The architecture separates five concerns.

  • Production work: the work’s purpose, generation, editing, quality review, human approval, and where work can resume
  • Records kept with the finished work: the finished work, revision number, how it was made, source-material locations, a value that reveals file changes, and locations of rights documents
  • Checks before delivery: delivery-provider requirements, brand and rule checks, whether to show a notice about AI use, delivery status, and the procedure for removing a problematic ad
  • Rules shared by every stage: management numbers, who may view or change the information, approvers, permitted AI services, how sensitive the information is, and how long it must be kept
  • One connected decision record: special decisions, changes, approval end dates, problems after delivery, stops, and removals

This design does not require teams to use OpenMontage to manage production, change every finished work into AIFI format, or send ads only through providers that support AdCP. The projects’ public files and explanations provide patterns for responsibility and evidence that teams can apply to existing project management, asset storage, approval workflows, and advertising delivery operations.

Missing Rights Review or Human Approval Must Stop a Finished Work Before Delivery

The following Creative AI Governance Interface Contract is an author-created reusable handoff table. It is not a technical protocol for connecting products automatically. Teams use it to agree on the minimum information passed to the next stage, the accountable owner, and the conditions that stop the handoff.

Read each row from left to right: production records the first value, the team maintaining the finished work checks and adds the second, distribution verifies the third before delivery, and the final columns identify the accountable owner and the mistake the row should prevent.

Production, the finished work's creation records and rights material, a shared handoff table, and pre-delivery checks passing the same management number and approval result

Shared fieldProduction providesFinished-asset evidence providesDistribution checksAccountable ownerProblem prevented
Advertising-project number (campaign_id)Target projectRelated projectThe advertising project and the place where the ad will be deliveredOverall coordinatorWrong advertising project
Ad work number (creative_id)Stable number from concept onwardNumber inside the records kept with the finished workNumber sent to the providerProduction ownerWrong finished work
Approved version (asset_version)Human-reviewed versionVersion corresponding to the file-change valueVersion waiting for deliveryProduction and delivery ownersUnapproved version
Completed stage (workflow_checkpoint)Completed stage and recovery pointReference to creation recordNo unfinished required stageProduction ownerSkipped required stage
Creation-history reference (provenance_ref)Location of generation and edit historyCreation record and result of checking the record and fileResult of checking the record and file on receiptProduction owner and overall coordinatorMissing creation history
Rights-review state (rights_status)Inputs used and review requestContract, consent, and dates when they endMatch with where and how the work may be usedLegal or rights ownerUnauthorized use
Human approval (human_approval)Approver, time, covered versionApproval-record referenceApproval end date and whether the approved file or intended use has since been replacedBrand and business ownersExpired approval or approval for a different work or use
Delivery conditions (distribution_policy)Intended useLimits on permitted useMatch with the provider’s rulesDelivery ownerUnintended use or destination
AI-use disclosure decision (disclosure_status)How AI was usedRecord that supports the disclosure decisionWording, placement, named person responsibleBrand and business ownersMissing required disclosure
Saved decision record (audit_record)Decisions and special casesChecks and updatesApproved-version transfer, delivery, stop, removalDelivery ownerInability to determine what happened after a problem
This table scrolls horizontally. Keyboard users can focus the table and use the left and right arrow keys.

Stop conditions belong in the contract. A work should return to the named owner instead of moving automatically when a management number or file-change value does not match, rights review is incomplete, approval has ended, or no one has made the AI-use disclosure decision.

Any exception needs a recorded reason, approver, end date, and the work and use it covers.

Choose the First Control Based on the Current Failure

The three areas do not need to be introduced simultaneously. The current problem can determine which action to try first.

Current problemFirst concrete actionFirst owner to actProblem prevented
Reviews are missed or work is repeatedly redoneDraw the production steps and mark where a person must approveProduction ownerRequired reviews are skipped
Creation history and permission records become separatedMake one table for a finished work that brings together its creation record, permission documents, reviewer, and the stop procedure for missing information (an AI Asset Evidence Packet)Creative and legal or rights ownersThe file travels without its records
The approved version differs from the delivered versionConnect approval and delivery with the same ad number and versionDelivery ownerThe wrong version is delivered
Several failures happen togetherList shared numbers, required decisions, and reasons to stop in one handoff tableOverall coordinatorOne stage accepts incomplete information from another
This table scrolls horizontally. Keyboard users can focus the table and use the left and right arrow keys.

A small pilot can limit scope to one advertising project, one type of finished work, and one delivery destination. Creative, legal or rights, brand, and advertising delivery teams can use the same contract to identify which information is captured automatically, which decisions remain human, and where evidence is missing.

Before Adoption, Test Working Features, Existing-Tool Connections, and Rejection Stops

An architectural reference may still lack the functions needed for daily work. Check the following items separately before adoption.

A 3D adoption proving ground testing working capability, interoperability, enforced rejection, data protection, and record portability

  • Whether the needed capability has working tools and information handoffs, not only written documentation
  • Whether old and new versions and different tools can read the same records, whether old records can be moved, and whether stored records remain readable
  • Whether the delivery side reliably stops work after a rule-check rejection or when an approval expires
  • Whether instructions sent to AI, personal data, or unpublished source materials are copied unnecessarily
  • Whether the permitted uses meet the organization’s actual business requirements, who operates the system, who responds to failures, and how records can be removed when the organization stops using it

A goal of complete automatic judgment can create a false sense of safety: a box containing text does not prove that someone checked the rights or whether the work is suitable for this particular use. Automation is strongest for management numbers, format, file-change checks, expiry, and movement between stages. People responsible for rights, brand decisions, and exceptions should make those judgments.

Summary: Project IDs, Approved Versions, and Decision Records Connect the Three Stages

OpenMontage, AIFX, and AdCP provide references for three different responsibilities: production process, finished-work evidence, and advertising distribution. A shared creative ID, approved version, rights state, AI-use disclosure decision, and saved decision record connect those responsibilities at each handoff.

When first introducing the design into operations, complete one Interface Contract and trace one advertising project from production to distribution. If missing evidence stops the handoff, returns the work to a named owner, and allows it to resume under the same management number after correction, the design can demonstrate value before the organization chooses its main software.

This article is a general information summary and is not legal advice. Confirm practical decisions with a qualified specialist.


References

  1. OpenMontage, README
  2. AI First Exchange, AI-First Exchange
  3. Ad Context Protocol, AdCP - Advertising Context Protocol
  4. Ad Context Protocol, Trust & Security

For the latest releases and updates, check the official website and official documentation.