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    Custom-Built Agent
    Internal tool · Private pilot

    Meta Ads Manager

    A custom-built AI agent that prepares content drafts and images using each client’s brand notes, then guides the work through review and human approval.

    One creative workflow, from brief to approval

    Creative work gets harder to manage when brand notes, drafts, images, and feedback are scattered. We built this internal Python agent to bring those steps together while keeping each client's work separate.

    1. Step 1

      Start with the client

      Keep each client's brand voice, audience, and approved facts in a separate record. Use that context to shape the work.

    2. Step 2

      Develop the creative

      Create client-specific content drafts and run image-generation workflows, keeping saved assets with the right client.

    3. Step 3

      Review and revise

      Run quality checks and a bounded revision process. Keep feedback and the draft's review status together.

    4. Step 4

      Ask for human approval

      An operator reviews the creative and explicitly approves it. Approval records a decision; it does not publish an ad.

    Built for an operator to stay in control

    • Client-specific context, drafts, and creative asset storage
    • Quality review and bounded revisions before approval
    • Explicit human approval recorded in the workflow

    Current scope

    This is an internal private pilot. Live end-to-end validation is still in progress. The pilot does not publish ads, manage campaigns, or spend an advertising budget. No performance results are claimed.

    Meta Ads Manager is a custom TD Automation project. It is not Meta's Ads Manager product or an official Meta service.

    Need an agent built around your workflow?

    Tell us what your team creates, where reviews get stuck, and which decisions need a person.

    Let’s talk