Documents and notes decision
Slite
A single engineer can build a narrow self-maintaining KB (connectors, indexer, LLM drafts, review UI) in a few months, but reproducing Slite’s enterprise compliance, broad integrations, MCP API surface, and customer trust is costly—so keeping Slite is reasonable for teams that need those guarantees.
Visit website↗Open-source builds that already do this
Every project below is open source and already does this job today. Fork one, self-host it, or take the parts you need - the build prompt further down assumes an empty file, and this is the shortcut past that. Licences differ; check the one on each card before you ship. All Slite alternatives, with the arithmetic →
What a replacement has to do
- Ingest and index team docs + external signals, detect drift via rules/LLM, draft suggested doc updates, present cited suggestions to humans for verification, update canonical storage when approved.
What it still won’t have
- Enterprise compliance guarantees (SOC 2 / HIPAA attestation, EU hosting)
- Prebuilt, tightly integrated connectors and MCP API surface
- Built-in agent workflows, quotas, and seat-based billing
- SLA, priority support, and dedicated account management
What remains hard
- Compliance and regulation
SOC 2 Type II, HIPAA, GDPR. EU-hosted.
- Brand trust
3,000+ leading companies trust Slite as their single source of truth.
First-year cost
Keep paying
Paying is—cheaper in year one.
On cash alone, building overtakes the subscription at 31 seats.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a self-maintaining team knowledge base using Node.js + Next.js frontend, PostgreSQL for canonical storage, a vector DB (e.g., Weaviate or Pinecone) for search, and OpenAI-compatible LLMs for drafting. Implement: connectors to GitHub, Slack, and Linear (webhook receiver and periodic sync), document parser and indexer, LLM pipeline that detects drift and generates suggested edits with source citations, a review UI showing suggested edits and verification state, permission-aware search honoring workspace roles, and an API to read/append docs. Out of scope: enterprise SLA, HIPAA attestation, and multi-region EU hosting. Include error handling, logging, basic unit/integration tests, and deployment scripts for a single-region cloud VM plus managed vector DB.
How we checked
How the score was reached
- Partly verdict base52
- An open-source build was found+5
- 5 cited sources+3
- Price verified on pricing page+3
- 3/3 assessment runs agreed+4
- Hard moats found in the evidence-3
- Evidence score64
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.
How scoring works →Cited sources · 5
Every page the run actually retrieved.
- official productSlite | Self-maintaining AI knowledge base
- official pricingSlite - Pricing
- official docsTechnical Documentation Software That Maintains Itself | Slite
- open sourcelabring/FastGPT
- open sourcenashsu/llm_wiki
Integrity checks
What held up, and what did not.
