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Voice notes to action list: a no-code AI build guide

Downloads | AI playbooks, Hands-on AI leadership, Operations and finance leaders

aibl co-founder Terry O’Dwyer was spending 20 to 30 minutes processing each voice note, and often it never got done. He built a pipeline in Notion, Make.com and an OpenAI Assistant that turns a raw transcript into tasks, commercial priorities and a coaching note in seconds.

He has no engineering background. He used Gemini to troubleshoot each step of the build.

The build in numbers

  • 20-30 min to process a voice note by hand
  • Seconds to process one now
  • 3 off-the-shelf tools, no developer
  • 6 outputs from every transcript

As described by Terry O’Dwyer

How do you turn voice notes into tasks with AI?

Record the note, paste the transcript into a Notion database from a quick-capture screen on your phone, and move on. Make.com triggers automatically and sends the text to an OpenAI Assistant set up with your goals and how you work. The results land back in Notion.

What does the assistant produce?

Six streams from every transcript: flagged revenue opportunities, a next-actions list, a coaching note, an energy and fatigue tag, an archived journal entry and a searchable record that builds over time.

Why is this more than a productivity hack?

Because the record compounds. Every processed note adds decisions, opportunities and patterns to a database a leadership team could eventually use, turning what sits in one founder’s head into something the organisation can act on.

Key takeaways

  • Remove the friction first. A note you can record and forget gets processed; one that needs effort does not.
  • Give the assistant context. Your goals and how you work shape what it flags.
  • Keep a human decision. Review every output and act on what matters.
  • Build on tools you have. Notion, Make.com and an AI assistant, no developer needed.

What’s in the full guide

If voice notes and transcripts pile up unprocessed, the full guide shows how to build the same pipeline:

  • The capture flow from phone to Notion
  • How the Make.com scenario hands off to the assistant
  • What context to give the assistant
  • The six outputs and how they are filed
  • How a non-technical founder troubleshot the build

This guide first appeared in aiblBRIEF. Read the original article: From voice dump to action list.

Turn your voice notes into action

Voice notes to action list: a no-code AI build guide
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