OTHER
Slack voice clip to Attio follow-up tasks
When a rep posts a voice clip in a Slack channel, transcribes it, detects committed follow-ups.
How it runs
The automated pipeline, trigger to output.
- TriggerVoice clip posted in Slack channelSlack
- ActionTranscribe clip with ElevenLabsElevenLabs
- ActionExtract action items and due datesOpenAI
- LogicFilter to real commitments only
- ActionCreate follow-up tasks in AttioAttio
- OutputReply in Slack thread with task summarySlack
What it does
Reps drop a voice clip into a dedicated Slack channel after a call. The workflow transcribes the clip, identifies any commitments or follow-ups the rep mentioned ("send pricing by Friday", "loop in their legal team"), and turns each into a task on the matching Attio record with a due date.
When to use it
Use it when your team already lives in Slack and you want spoken commitments captured as trackable tasks instead of getting lost in scrollback. Ideal for fast-moving sales pods where follow-through is the difference between won and stalled deals.
How it works
- 1A voice clip posted in the designated Slack channel triggers the run.
- 2ElevenLabs transcribes the audio.
- 3OpenAI parses the transcript into discrete action items, each with an owner, description, and relative due date.
- 4A logic step filters out items with no clear action so only real commitments proceed.
- 5The workflow resolves the related Attio company and person from the clip context.
- 6It creates one Attio task per action item with resolved due dates.
- 7A confirmation reply is posted back in the Slack thread listing the tasks created.
Set it up
What you configure once, before turning it on.
- 1Connect SlackChannels, DMs, threads, mentions.
- 2Connect ElevenLabsText-to-speech, voice cloning.
- 3Connect OpenAIModels, embeddings, files.
- 4Connect AttioReal-time CRM with structured data + powerful views.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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