About Lem AI
Onboarding, implementation,
and compliance.
Our mission
Knowledge should outlive the team that created it.
Engineering teams produce an enormous amount of knowledge every day — in code reviews, Slack conversations, Jira tickets, and architecture discussions. But most of this knowledge is ephemeral, trapped in silos, or lost when team members move on.
Lem AI connects Slack, Jira, GitHub, Confluence, and meetings. New engineers search that index. Ticket-linked branches get implementation.md. Non-compliant changes get SOP prompts and decision logs.
Sarah in #backend
"We decided to use RPC for the new auth flow..."
PR #342 merged
refactor: migrate auth to new RPC pattern
Eng-1024 Done
Implement RPC-based authentication service
Knowledge graph
3 sources linked • Context preserved
Lem AI answer
The team migrated to RPC-based auth to reduce latency on token validation. Sarah proposed this in #backend on Mar 12, and it was implemented in PR #342.
Sources
Who we are
Built by engineers, for engineers.
We're a team of developers who've experienced the pain of knowledge loss firsthand — joining a project mid-sprint with zero context, searching through hundreds of Slack messages for a decision that was made months ago.
Lem AI is the tool we wished existed. A system that sits quietly in the background, captures everything that matters, and surfaces it exactly when you need it. No extra workflows, no context switching — just answers.
What we do
Connect, index, and retrieve.
Lem AI connects to your existing tools — GitHub, Slack, Jira, Asana, Monday.com, ClickUp, Trello, Confluence, and Google Meet — and builds a knowledge graph of every decision, discussion, and code change across your team.
When someone asks a question, Lem AI doesn't just search — it understands context, traces relationships between conversations and code, and delivers precise answers with full source citations. Your team's institutional memory, always available.
01 — Connect
02 — Index
Semantic embedding
Vectorized • Relationship-mapped • Searchable
03 — Retrieve
Precise answer
Full context with cited sources from Slack, GitHub, Jira, and more — delivered in seconds.