The Revenue AI Report

Notion AI + Claude for company knowledge ops (L2)

Stop people from re-asking the same 100 questions in Slack. Centralize docs in Notion, enable Notion AI Q&A, and run a weekly \"What got asked in Slack that should be a doc?\" ritual driven by Claude scanning #ask-* channels.

WORKFLOW1Consolidate docs in ONE N…tion workspaceNotion2Enable Notion AI with the…whole workspace as contextNotion AI3Weekly "doc-the-Slack-que…tions" ritualClaude4Make "ask Notion AI first… the defaultSlack
4 steps, in order, with the tool that owns each one.
Adoption ladderSix levels from Starter to Rebuilt. This item sits at level 2.L1 StarterOne tool, no workflow changeL2 AssistedAI drafts, humans approveL3 IntegratedWired into CRM and SlackL4 OrchestratedMulti-step, owned, measuredL5 AutonomousAgent runs, human auditsL6 RebuiltThe process itself changes
This playbook belongs at L2 Assisted. Running it above your level is how pilots stall.
Measures of successavg time-to-answer for new-hire questions; # repeated Slack questions/week; % of company questions answerable by AIPROVE IT WORKEDavg time-to-answer for new-hire questions# repeated Slack questions/week% of company questions answerable by AI

The steps

  1. 01

    Consolidate docs in ONE Notion workspace

    Tool: Notion

    Stop pretending Google Docs + Notion + Confluence + Coda can coexist. Pick Notion (or Confluence, just pick one). Migrate the top 100 most-referenced docs first. Owner: COS / Ops. Time: 2,3 weeks. Pitfall: trying to migrate everything, you'll never finish. Top 100 by access frequency is 90% of the value. DoD: every doc linked in your last 30 days of Slack lives in Notion.

  2. 02

    Enable Notion AI with the whole workspace as context

    Tool: Notion AI

    Turn on Notion AI Q&A across the workspace. Test it with the 20 most common questions from #ask-anything ("What's our PTO policy", "how do I get a Brex card"). For each wrong answer, find the doc that should've answered it and improve the doc, don't fight the AI, fix the source. Owner: COS + each team lead. DoD: 18+ of 20 test questions answered correctly by Notion AI.

  3. 03

    Weekly "doc-the-Slack-questions" ritual

    Tool: Claude

    Every Friday, COS exports last 7 days of #ask-* channels (use Slack export or a small Zapier flow). Paste into Claude with prompt: "What questions were asked here that don't have a corresponding doc? Group similar questions. For each, write a one-paragraph doc skeleton." Spend 30 min publishing 3,5 new docs. Owner: COS. DoD: every week, at least 3 new Notion docs are published from real Slack questions; #ask-* repeat-question rate trends down.

  4. 04

    Make "ask Notion AI first" the default

    Tool: Slack

    Add a Slackbot reply: when someone posts a question in #ask-anything, the bot suggests asking Notion AI first and links to the workspace search. Cultural shift takes ~6 weeks. The COS publicly thanks people who post both their Notion AI search + the gap they found. Owner: COS + leadership models it. DoD: 50%+ of #ask-* posts in month 3 include "I checked Notion AI and...".

Tools in this playbook

Next playbooks

Unfamiliar terms are defined in the AI and Revenue Dictionary. Related frameworks live in the framework library.

Share this playbook

Posting to Instagram or TikTok? Copy the link, it carries the title, summary and share image.

Arrives weekly by email. Free. Unsubscribe anytime. By subscribing you agree to our Privacy policy and Terms. We never sell or share the list.