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AI Governance for Agencies: Client-Ready Documentation

How agencies can document AI governance to satisfy client due diligence requirements. Practical framework included.

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Why Agencies Need AI Governance

Agencies — marketing, creative, consulting, and professional services firms — are adopting AI faster than almost any other sector. But this rapid adoption creates unique governance challenges.

Your clients trust you with their brands, their data, and their reputation. Using AI without proper governance puts all of that at risk.

Agency-Specific Challenges

Client Data Exposure

When you input client information into AI tools, where does that data go? Are you violating NDAs or data processing agreements?

Deliverable Quality

AI-generated content can contain errors, plagiarism, or bias. Without review processes, these issues end up in client deliverables.

Intellectual Property

Who owns AI-generated content? What are the IP implications of AI-assisted work?

Client Expectations

Some clients want AI used. Others prohibit it. Do you know which is which?

Building Agency AI Governance

1. Create an AI Acceptable Use Policy

Define what AI can and cannot be used for:

  • Approved tools and use cases
  • Client data handling rules
  • Review and approval requirements
  • Disclosure requirements

2. Establish Client-Specific Rules

Different clients have different requirements:

  • Review client contracts for AI provisions
  • Ask clients about AI preferences
  • Document client-specific restrictions
  • Train teams on client requirements

3. Implement Quality Controls

AI outputs need human oversight:

  • Mandatory review before delivery
  • Fact-checking for AI-generated content
  • Plagiarism and originality checks
  • Brand and tone alignment review

4. Define Disclosure Practices

Be transparent about AI use:

  • Internal documentation of AI-assisted work
  • Client disclosure when required or requested
  • Portfolio and case study considerations

5. Train Your Team

Everyone using AI needs training:

  • Policy and procedure training
  • Tool-specific training
  • Client requirement training
  • Regular updates as tools evolve

Demonstrating Governance to Clients

Increasingly, clients are asking agencies about AI governance. Being prepared gives you a competitive advantage:

RFP Responses

Be ready to answer questions about AI use, data handling, and quality controls.

Contracts

Propose AI provisions that demonstrate your governance maturity.

Verification

Consider AASC Accountability Declaration to demonstrate your commitment to responsible AI use.

Next Steps

Get your free AI Accountability Score to understand your current governance posture. The Documentation System includes templates designed for agency contexts.

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Need the full documentation system? The AI Accountability Documentation System includes 8 templates — everything you need to document your AI governance posture. $97 one-time.

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