CHATBOTS

Daily Voice-Report Rollup Digest

On a schedule, pulls the day's transcribed field reports from Airtable, summarizes themes and flags recurring issues with AI, and posts a digest to Slack for the morning standup.

CategoryChatbots
Enginesim
Difficultybeginner
Triggerschedule
Steps5
Setup~5 min

How it runs

The automated pipeline, trigger to output.

  • TriggerDaily schedule fires
  • ActionFetch last 24h of field reportsAirtableAirtable
  • LogicAny reports today?
  • ActionSummarize themes and recurring issuesOpenAI
  • OutputPost digest to operations channelSlack

What it does

Instead of managers scrubbing dozens of individual voice reports, this workflow runs on a schedule, gathers all field reports logged that day in Airtable, and uses AI to roll them up into a digest — top themes, recurring issues across sites, and anything marked high severity. The digest is posted to a Slack channel ahead of standup.

When to use it

Use this as the reporting layer on top of any voice-note intake that already files entries to Airtable. Ideal for operations leads who need a daily pulse on field activity without reading every entry. Pairs naturally with the Airtable intake template.

How it works

  1. 1A daily schedule triggers the run at a set time.
  2. 2Airtable returns all field-report rows created in the trailing 24 hours.
  3. 3A branch checks whether any reports exist; an empty day posts a brief no-activity note.
  4. 4OpenAI summarizes the reports into themes, recurring cross-site issues, and a high-severity callout list.
  5. 5The digest is posted to the operations Slack channel for standup.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect AirtableBases, tables, views, automations.
  2. 2
    Connect OpenAIModels, embeddings, files.
  3. 3
    Connect SlackChannels, DMs, threads, mentions.
  4. 4
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  5. 5
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  6. 6
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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