SUMMARIZATION

Closed-Lost Deal → Objection Post-Mortem Agent with Battlecard Update

When a Salesforce Opportunity flips to Closed Lost, an agent reviews the deal's call recordings, diagnoses which unhandled objections lost the deal.

CategorySummarization
Enginepaperclip
Difficultyadvanced
Triggerevent
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerOpportunity moves to Closed LostSalesforce
  • ActionCollect linked call transcriptsZoomZoom
  • ActionDiagnose unhandled objections + loss driver
  • LogicExisting battlecard covers it?
  • ActionDraft/revise battlecard in ConfluenceConfluenceConfluence
  • OutputSend rep a Slack post-mortem summarySlack

What it does

Runs a focused post-mortem the moment a deal is lost. An agent gathers the recordings tied to that Opportunity, condenses them into the objections that went unresolved, decides which one most likely killed the deal, and proposes a concrete battlecard improvement so the loss teaches the whole team.

When to use it

Use this for closed-lost analysis where you want more than a transcript summary — you want a reasoned diagnosis and an actionable enablement artifact. Best when objection battlecards live in a Confluence space the team maintains.

How it works

  1. 1**Trigger** — a Salesforce Opportunity changes stage to Closed Lost.
  2. 2**Action** — collect the call recordings/transcripts linked to the Opportunity.
  3. 3**Action** — the agent diagnoses unhandled objections and ranks the likely loss driver.
  4. 4**Logic** — branch on whether an existing battlecard already covers that objection.
  5. 5**Action** — draft a new or revised battlecard in Confluence.
  6. 6**Output** — send the rep a Slack post-mortem summary with the proposed battlecard link.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect SalesforceAccounts, opportunities, cases.
  2. 2
    Connect ZoomMeetings, recordings, transcripts.
  3. 3
    Connect ConfluenceSpaces, pages, blueprints.
  4. 4
    Connect SlackChannels, DMs, threads, mentions.
  5. 5
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  6. 6
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  7. 7
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

Run this workflow in your colony.

14-day trial. No DevOps. No Sales call. Provisioned in under a minute.