AI AGENTS

QBR Briefing Deck Builder from Account History

On a schedule before each renewal, an agent pulls a customer's HubSpot deals, Intercom conversations, and product notes.

CategoryAI Agents
Enginepaperclip
Difficultyintermediate
Triggerschedule
Steps6
Setup~15 min

How it runs

The automated pipeline, trigger to output.

  • TriggerWeekly schedule: renewals within 45 days
  • ActionFetch deals and lifecycle stage from HubSpotHubSpotHubSpot
  • ActionPull last 90 days of Intercom conversationsIntercomIntercom
  • ActionSynthesize wins, risks, and talking points (LLM)OpenAI
  • ActionCreate structured QBR page in NotionNotionNotion
  • OutputPost deck link to CSM in SlackSlack

What it does

Automatically prepares a quarterly business review (QBR) briefing for accounts approaching their renewal date. The agent gathers the account's commercial and support history from across your stack and writes a clean, sectioned briefing page in Notion so the customer success manager walks into the meeting prepared instead of scrambling.

When to use it

Run this when your CSMs spend hours manually copy-pasting deal stages, ticket counts, and meeting notes into a deck before every QBR. Ideal for teams with more than a handful of renewals per quarter where prep is inconsistent.

How it works

  1. 1A weekly schedule looks for HubSpot accounts with a renewal date inside the next 45 days.
  2. 2For each match, the agent fetches the company's open and closed deals and lifecycle stage from HubSpot.
  3. 3It pulls the last 90 days of Intercom conversations to summarize support themes and sentiment.
  4. 4An LLM synthesizes wins, risks, open issues, and recommended talking points.
  5. 5The agent creates a structured Notion page (health summary, usage, risks, asks) under the QBR database.
  6. 6It posts a link to the CSM in Slack with the meeting date.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect HubSpotCRM, deals, marketing, support.
  2. 2
    Connect IntercomConversations, contacts, articles.
  3. 3
    Connect NotionPages, databases, comments.
  4. 4
    Connect SlackChannels, DMs, threads, mentions.
  5. 5
    Connect OpenAIModels, embeddings, files.
  6. 6
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  7. 7
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  8. 8
    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.