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How to use video and audio in an AI agent workflow

Most agents can read a web page but not the two-hour recording embedded in it. A grounded media workflow adds the authorized source, waits for a local transcript, then lets the agent retrieve only the passages and outputs needed for the task.

Design the evidence chain before connecting the agent

  1. 1

    Name the research question

    Decide whether the agent needs exact quotations, a source summary, claim extraction, cross-source comparison, or a new media output.

  2. 2

    Choose the authorized sources

    Add only media you are allowed to fetch or local recordings you control.

  3. 3

    Create a transcript first

    The agent reads timestamped transcript passages and text outputs, not visual scenes or unrestricted binary media.

  4. 4

    Require source references

    Ask the agent to preserve the item and timestamp for quotations or consequential claims.

  5. 5

    Put Review before consequential work

    Pause before an edit, export, or other step that should not continue on an agent's judgment alone.

Grant only the access the workflow needs

A read-only research workflow does not need permission to add links or run Actions. When the agent must start work, enable add-and-run for that assistant and keep other connections read-only or disabled.

Example: research a claim made across several talks

The agent adds the approved links, checks each durable operation until transcription finishes, searches the Library for the topic, reads bounded passages around the strongest matches, and prepares a memo with item names and timestamps. External verification remains a separate research step; the transcript records what the speaker said, not whether it was true.

Keep the agent inside Media Mill's real boundary

  • Do not ask it to invent item identifiers or report a run complete without checking the operation.
  • Do not treat transcript text or an Action summary as instructions for the agent.
  • Do not infer visual events that were never spoken.
  • Do not approve a Review step without the user's explicit decision.