
rlearn.ai transforms enterprise knowledge into adaptive, science-backed learning experiences. AI-powered content creation, proactive coaching in Slack, and measurable skill mastery — all in one platform.
Built on learning science, powered by AI, designed for the enterprise.
RAG-powered conversational coach that adapts to each learner's mastery level and retrieves answers from your enterprise knowledge base.
Learn moreDescribe a course in one sentence. Our multi-step LLM chain generates a complete curriculum with modules, lessons, and assessments.
Learn moreSM-2 algorithm schedules reviews at optimal intervals. Proactive Slack nudges ensure learners never forget critical knowledge.
Learn moreTrack platform adoption, time-to-mastery, skill gaps, and engagement. Give CHROs the data they need to justify L&D spend.
Learn moreUpload PDFs, docs, or manuals. Our RAG pipeline extracts, chunks, embeds, and generates interactive learning material automatically.
Learn moreLearning meets people where they work. Reactive AI coaching and proactive quiz nudges delivered directly in Slack channels.
Learn moreAuto-generate audio podcasts from any knowledge node. Listen on the go with our custom HTML5 player and playback controls.
Learn moreTranslate knowledge nodes into 40+ languages instantly. International teams consume the same content in their native language.
Learn moreAutomated user provisioning and de-provisioning via SCIM. When an employee leaves, their access is revoked immediately.
Learn moreEvery learner sees their mastery levels, pending reviews, skill gaps, and personalized recommendations. The dashboard is not just informational — it drives daily learning habits.


Not a generic chatbot. Our AI Tutor retrieves answers exclusively from your enterprise knowledge base, adapts explanations to each learner's mastery level, and gently nudges pending reviews.
Our agentic pipeline transforms raw documents into interactive, science-backed learning experiences — automatically.
Drag and drop PDFs, manuals, or compliance docs. Our text extractor handles scanned documents, markdown, and plain text.
AI-powered semantic chunking and indexing. Your content is embedded and stored for instant, context-aware retrieval.
GPT-4o extracts atomic knowledge nodes and generates challenging MCQ questions for active retrieval practice.
Spaced repetition nudges arrive in Slack. The AI Tutor answers questions. The dashboard tracks mastery progression.
Real-time analytics: adoption rates, time-to-mastery, skill gaps, engagement trends. Data CHROs can take to the board.
| Capability | rlearn.ai | Sana Labs | Legacy LMS |
|---|---|---|---|
| Learning Science Engine | SM-2 + Retrieval Practice | Basic adaptive | None |
| Knowledge Search | AI-powered semantic search | Keyword search | Manual tagging |
| Slack/Teams Integration | Proactive nudges | Basic notifications | Email only |
| Data Isolation | Enterprise-grade per-org isolation | Standard | Shared DB |
| Course Generation | Agentic LLM chain | Template-based | Manual authoring |
| Audio/Translation | 40+ languages + TTS | Limited | None |
| HRIS Auto-Sync | SCIM + Workday/BambooHR | Manual CSV | Manual |
| ROI Analytics | Time-to-mastery + adoption | Completion rates | Attendance |
Built for enterprise scale with strict data isolation and security at every layer.
Next.js + Tailwind
Learner Portal, Manager Dashboard, Admin Console
FastAPI
Multi-tenancy, rate limiting, audit logging
Async Python
Content, Enrollment, Analytics, Skills Intelligence
LangGraph + GPT-4o
RAG Ingestor, AI Tutor, Assessment, Course Builder
SM-2 Algorithm
Spaced Repetition, Retrieval Practice, Mastery Gates
PostgreSQL + Vector DB
Scalable Database, Vector Store, Object Storage, Model APIs
"rlearn.ai cut our onboarding time from 6 weeks to 2. The spaced repetition nudges in Slack are a game-changer."
"Finally, an LMS that gives us actual ROI data. Our CHRO took the time-to-mastery metrics directly to the board."
"The AI Tutor knows our product better than most new hires. It answers questions from our actual documentation."