SUMMARIZATION
Zoom Call Objection Clustering to Weekly Enablement Brief
Pulls last week's Zoom sales-call transcripts, extracts every buyer objection, clusters recurring ones into themes, and ships a ranked enablement brief to a Slack channel.
How it runs
The automated pipeline, trigger to output.
- TriggerWeekly schedule fires
- ActionList past-week Zoom recordings + fetch transcriptsZoom
- ActionExtract objections per call with quotesOpenAI
- ActionCluster objections into ranked themes + draft responsesOpenAI
- OutputPost enablement brief to Slack channelSlack
What it does
Each week this workflow gathers completed Zoom sales-call recordings, reads their transcripts, and uses an LLM to pull out every objection a prospect raised. It then groups semantically similar objections (pricing, security, timing, competitor) into named clusters, counts how often each surfaced, and writes a single enablement brief that the whole sales team can act on.
When to use it
Run it when reps keep hearing the same pushback but nobody has time to manually tag calls. It turns scattered call notes into one prioritized document that sales enablement can use to update battlecards and rebuttal scripts.
How it works
- 1A weekly schedule fires the run.
- 2The workflow lists the past 7 days of completed Zoom cloud recordings and fetches each transcript.
- 3An OpenAI step extracts discrete objections per call with a short quote and the deal stage.
- 4A second LLM pass clusters objections into themes, ranks them by frequency, and drafts suggested responses.
- 5The brief is posted to a Slack enablement channel with the top clusters, counts, and example quotes.
Set it up
What you configure once, before turning it on.
- 1Connect ZoomMeetings, recordings, transcripts.
- 2Connect OpenAIModels, embeddings, files.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 5Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 6Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
More Summarization workflows
VIP Front Escalation Instant Exec Page-Out
Detects escalations from VIP accounts in Front, generates a one-paragraph executive recap, and pages the named account exec via Slack and Salesforce task within minutes.
Release health note per Vercel deploy
When a Vercel deploy goes live, summarizes the Sentry errors observed in the release window into a plain-English health note that separates brand-new error classes…
Front Escalation War-Room Brief to Slack
On a Front escalation, posts a concise threat-assessment brief to a Slack channel only when the AI judges the situation high-severity.
On-submit Loom standup roll-up archived to Confluence
When a standup video is submitted via webhook, transcribes it, generates a per-person written summary, and appends it to a running team standup page in Confluence.
Front Escalation Handoff Doc in Notion
When a Front escalation closes, drafts a structured handoff document in Notion capturing the resolution, customer commitments, and open follow-ups, then alerts the AE in Slack.
Escalate blockers from Loom standups to Slack
Transcribes each new Loom standup video, uses AI to detect blockers and dependencies.
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.