Teams with scattered institutional knowledge in Slack, Notion, docs, and wikis need an AI-powered knowledge system that stays current automatically, surfaces answers without digging, and captures new knowledge from conversations and meetings without manual curation effort.
The pipeline · 7 steps
2 free
STEP 1FFireflies.ai / DovetailMeeting transcript completed or research interview processed
STEP 2
N8N
n8n detects new knowledge signals and triggers knowledge capture workflow
Free
STEP 3NNotion AIGenerate structured knowledge article from meeting insights or research findings — AI drafts knowledge article in standard template format from raw transcript or research data
STEP 4TaskadeRoute new article to subject matter expert for review and approvalFree
STEP 5GGuruPublish approved article to Guru knowledge base with tags and metadata
STEP 6Nn8n + GuruMonitor knowledge base articles for staleness and flag outdated content — AI identifies content that hasn't been verified in configurable window and flags for review
STEP 7GGuruSurface answers in-context via Guru browser extension when employees browse relevant tools — AI matches current browser context to relevant knowledge base articles
F
STEP 1
Fireflies.ai / Dovetail
Meeting transcript completed or research interview processed
STEP 2
N8N
n8n detects new knowledge signals and triggers knowledge capture workflow
Free
N
STEP 3
Notion AI
Generate structured knowledge article from meeting insights or research findings — AI drafts knowledge article in standard template format from raw transcript or research data
STEP 4
Taskade
Route new article to subject matter expert for review and approval
Free
G
STEP 5
Guru
Publish approved article to Guru knowledge base with tags and metadata
N
STEP 6
n8n + Guru
Monitor knowledge base articles for staleness and flag outdated content — AI identifies content that hasn't been verified in configurable window and flags for review
G
STEP 7
Guru
Surface answers in-context via Guru browser extension when employees browse relevant tools — AI matches current browser context to relevant knowledge base articles
Why this works
Guru serves as the primary knowledge retrieval layer with browser extension answers in context. n8n monitors meeting transcript outputs from Fireflies.ai and automatically creates Notion pages for new knowledge captured. AI verification workflows in Guru flag stale content for review. Dovetail connects user research insights directly to the knowledge base for product teams.
Setup time
1–2 weeks (initial knowledge import and taxonomy setup)
Difficulty
low-code
Built for
Knowledge Manager, Operations Manager, HR Manager
FAQ
Can this stack ingest existing documentation from Confluence or SharePoint?
Guru imports content from Confluence, SharePoint, Google Drive, Notion, and other sources. n8n can also trigger one-time or scheduled syncs from these sources to maintain Guru as the primary knowledge layer.
How does Guru's browser extension work for in-context answers?
Guru's Chrome extension detects the URL you're currently on (e.g., a Salesforce opportunity or a support ticket) and surfaces the most relevant knowledge articles automatically without requiring a search query. It uses URL pattern matching and content analysis.
Is Dovetail required, or is it only for product research teams?
Dovetail is optional. It is specifically valuable for product teams that conduct user interviews and need research insights to flow into the knowledge base automatically. Teams without a formal user research practice can omit Dovetail and rely on Notion AI and Guru alone.