Realestatemagazine iconRealestatemagazineSep 16, 2026 ~7 min source read

The work after you hit record is the real AI opportunity

Recording video is easy; preparing it for an audience is the time sink. Andrew Fogliato and Taylor Hack lay out a step-by-step way to test where automation can help—and where human judgment must stay involved.

The work after you hit record is the real AI opportunity

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Useful takeaways from this story.

Treat a recurring, postponed task as the experiment: define a finished output and measure whether automation produces that exact package.

Measure the next useful action (profile visits, saves, responses) rather than vanity metrics like raw views.

# Why the work after recording matters Recording a video is only the first step. The larger, recurring job is everything that happens afterward: editing, captions, transcripts, headlines, short clips and the emails or posts that tell people why they should watch. For many agents the second job is the one that never gets finished.

# Start with a task you already avoid Rather than chasing new apps, Fogliato and Hack recommend picking a recurring task that consumes time, creates friction or consistently gets postponed. Video production is the example they use, but the approach applies to website updates, client-ready documents, property management checklists or closing coordination. The experiment begins by defining what a completed task looks like in the agent's business.

# Define the end package before automating

# Break the workflow into explicit steps Fogliato and Hack walk the production chain in order:

  • Turn the idea into a script or talking points.
  • Record the video and place the file in a designated folder.
  • Apply written editing instructions: trim, add captions, export clips.

Each output serves a different purpose and needs different constraints. An article should be coherent for someone who hasn't watched. A clip must include enough context to make sense on its own. Captions must reflect what was said.

# Keep human editorial judgment in the loop

# Measure the next useful action When judging success, focus on the action tied to your objective. For Instagram that might be profile visits, saves or direct responses to an invitation—whatever signal indicates progress toward a client outcome. If a video asks viewers to comment for a resource, evaluate the campaign by comment rate and follow-up conversions, not by view count alone.

# Practical next steps to run the experiment

  1. Pick one recurring task you keep postponing.
  2. Define the finished package you want delivered for review.
  3. Write a tight brief that lists deletions, must-include lines, and tone for each output.
  1. Define the measurable next action that shows value beyond publishing.

This approach converts broad promises about automation into specific jobs with clear outputs, measurable goals and a named person responsible for the final decision.

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