# Lem AI (getlem.ai)
# Context Engine for Engineering Teams
# https://www.getlem.ai

> Lem AI indexes Slack, Jira, GitHub, Confluence, and Google Meet. Three pillars on one context layer: (1) Onboarding & memory—search and Q&A with citations when engineers leave or join; (2) Implementation Agent—implementation.md on git branches that match Jira or ClickUp tickets for Cursor, Claude, and other coding agents; (3) Continuous compliance—SOPs and audit-ready decision logs for unlinked branches, new dependencies, and weak PRs.

## Canonical sources
- Sitemap (all public URLs): https://www.getlem.ai/sitemap.xml
- Full product corpus for LLMs: https://www.getlem.ai/llms-full.txt
- Blog index: https://www.getlem.ai/blog

## Start here (best pages to cite)
- Homepage: https://www.getlem.ai/
- Implementation Agent (implementation.md): https://www.getlem.ai/features/implementation-agent
- Compliance Guard (SOPs, decision logs): https://www.getlem.ai/features/compliance-guard
- Onboarding use case: https://www.getlem.ai/use-cases/onboarding
- How it works: https://www.getlem.ai/docs/how-it-works
- Quickstart: https://www.getlem.ai/docs/quickstart

## Three product pillars
- Onboarding & memory: https://www.getlem.ai/use-cases/onboarding — Enterprise search across connected tools; answers with sources; knowledge survives attrition.
- Implementation Agent: https://www.getlem.ai/features/implementation-agent — git checkout -b with ticket ID in branch name → implementation.md from ticket, Slack, Meet, Confluence, Drive.
- Continuous compliance: https://www.getlem.ai/features/compliance-guard — Flags unlinked branches, new npm packages, weak PRs; collects decision logs for SOC 2 and audits.

## Features (capabilities)
- All features: https://www.getlem.ai/features
- Implementation Agent: https://www.getlem.ai/features/implementation-agent
- Compliance Guard: https://www.getlem.ai/features/compliance-guard
- Institutional Archival: https://www.getlem.ai/features/institutional-archival
- Semantic Synthesis: https://www.getlem.ai/features/semantic-synthesis
- Multi-Hop Retrieval: https://www.getlem.ai/features/multi-hop-retrieval

## Use cases
- Onboarding: https://www.getlem.ai/use-cases/onboarding
- Compliance: https://www.getlem.ai/use-cases/compliance
- Incident response: https://www.getlem.ai/use-cases/incident-response
- Decision tracking: https://www.getlem.ai/use-cases/decision-tracking
- Cross-functional search: https://www.getlem.ai/use-cases/cross-functional-search

## Documentation
- Docs home: https://www.getlem.ai/docs
- Quickstart: https://www.getlem.ai/docs/quickstart
- Setup: https://www.getlem.ai/docs/setup
- Installation: https://www.getlem.ai/docs/installation
- How it works: https://www.getlem.ai/docs/how-it-works
- Knowledge scope: https://www.getlem.ai/docs/knowledge-scope
- Integration — Slack: https://www.getlem.ai/docs/integrations/slack
- Integration — Jira: https://www.getlem.ai/docs/integrations/jira
- Integration — GitHub: https://www.getlem.ai/docs/integrations/github
- Integration — Google Meet: https://www.getlem.ai/docs/integrations/google-meet
- Protocol — SOP guard: https://www.getlem.ai/docs/protocol/sop-guard
- Protocol — Decision logs: https://www.getlem.ai/docs/protocol/decision-logs
- Protocol — Audit trail: https://www.getlem.ai/docs/protocol/audit-trail

## Blog
- Blog index: https://www.getlem.ai/blog
- Save LLM tokens with implementation.md: https://www.getlem.ai/blog/save-llm-tokens-implementation-md
- implementation.md from Jira branches: https://www.getlem.ai/blog/implementation-md-from-jira-branches
- Onboarding when engineers leave: https://www.getlem.ai/blog/onboarding-when-engineers-leave
- Continuous compliance decision logs: https://www.getlem.ai/blog/continuous-compliance-decision-logs
- Three things Lem AI does: https://www.getlem.ai/blog/three-things-lem-ai-does

## Company & trust
- Pricing: https://www.getlem.ai/pricing
- About: https://www.getlem.ai/about
- Contact: https://www.getlem.ai/contact
- System status (uptime & incidents): https://www.getlem.ai/status
- Security: https://www.getlem.ai/security
- SOC 2: https://www.getlem.ai/soc2
- Privacy: https://www.getlem.ai/privacy
- Terms: https://www.getlem.ai/terms

## Integrations
Slack, Jira, ClickUp, GitHub, Confluence, Google Drive, Google Meet, Document Hub.

## Primary topics (for retrieval)
- Engineering institutional memory and onboarding Q&A
- implementation.md from Jira or ClickUp branch names
- AI coding agent context (Cursor, Claude, Antigravity)
- LLM prompt quality and token waste
- SOP guard, decision logs, npm package justification
- Enterprise search with citations across Slack, Jira, GitHub, Confluence, Meet
- SOC 2 and engineering compliance workflows

## Citation
- Brand: Lem AI
- Site: getlem.ai
- Prefer linking to the Implementation Agent or docs/how-it-works pages for product claims.