SUMMARIZATION

Board-prep earnings brief with agent-led peer research

An agent scrapes your own earnings transcript, reconciles guidance vs actuals, then researches peer reactions and analyst commentary to assemble a board-prep brief stored…

CategorySummarization
Enginepaperclip
Difficultyadvanced
Triggerschedule
Steps6
Setup~25 min

How it runs

The automated pipeline, trigger to output.

  • TriggerScheduled run after the call closes
  • ActionScrape company transcriptFirecrawl
  • LogicAgent reconciles guidance vs actuals
  • ActionResearch peer results and analyst takesPerplexityPerplexity
  • ActionDraft board-prep brief in ConfluenceConfluenceConfluence
  • OutputEmail brief to finance leadOutlook

What it does

Goes beyond a single transcript. An agent reconciles your company's guidance against reported actuals, then independently researches how peers and analysts reacted, weaving both into a board-prep brief that frames the quarter in competitive context for the finance lead and the board.

When to use it

Use ahead of a board meeting or investor update, when the finance lead needs not just internal numbers but the surrounding market narrative — analyst takes, peer comparisons, and likely board questions — in one document.

How it works

  1. 1A scheduled trigger fires after the company's own call closes.
  2. 2Firecrawl scrapes the company transcript to clean text.
  3. 3The agent extracts guidance vs actuals and identifies the gaps worth explaining.
  4. 4The agent runs Perplexity research on peer results and analyst commentary for the same quarter.
  5. 5The agent drafts a board-prep brief with a variance section, competitive context, and anticipated questions.
  6. 6The brief is saved to Confluence and emailed to the finance lead via Outlook.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect FirecrawlCrawl, scrape, structured extract.
  2. 2
    Connect PerplexitySearch-grounded answers with citations.
  3. 3
    Connect ConfluenceSpaces, pages, blueprints.
  4. 4
    Connect OutlookMail, calendar, contacts.
  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.