SUMMARIZATION
Agentic Cross-Source Insight Digest to Confluence
An agent rolls up the week's call themes, cross-references them against open support tickets and recent CRM notes.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule starts the agent
- ActionRead transcripts and draft candidate themesGoogle Drive
- ActionQuery Zendesk for matching ticketsZendesk
- ActionPull recent HubSpot deal notesHubSpot
- LogicScore and rank themes by cross-source corroboration
- OutputPublish cited insights report to ConfluenceConfluence
What it does
Goes beyond summarizing transcripts: an agent correlates the week's call themes with live signals elsewhere. It reads call transcripts, then checks whether the same themes show up in Zendesk tickets and HubSpot deal notes, and produces a synthesized report that distinguishes a one-off comment from a pattern reinforced across sources. Every claim links back to its evidence.
When to use it
Use it when a flat call summary isn't enough and you need a defensible, cross-validated view before a roadmap or QBR decision. Best for PM and RevOps leads who want one trustworthy weekly artifact instead of three siloed reports.
How it works
- 1A weekly schedule kicks off the agent.
- 2The agent reads the week's transcripts from Google Drive and drafts candidate themes via OpenAI.
- 3For each theme it queries Zendesk for matching support tickets.
- 4It pulls recent HubSpot notes to gauge revenue exposure per theme.
- 5A logic step scores each theme by cross-source corroboration and ranks them.
- 6The agent publishes a cited insights report to Confluence.
Set it up
What you configure once, before turning it on.
- 1Connect Google DriveDocs, sheets, slides, files.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect ZendeskTickets, queues, knowledge base.
- 4Connect HubSpotCRM, deals, marketing, support.
- 5Connect ConfluenceSpaces, pages, blueprints.
- 6Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 7Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 8Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.
Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.