Production-grade building blocks where intelligence, communication, and knowledge work together inside your product.
Orchestration layer
A full agent runtime that connects LLMs to your product's domain. Define agents, give them tools, let them reason and act.
Messaging backbone
A unified communication layer where humans and AI agents collaborate naturally. Rich media, interactive workflows, intelligent notifications.
Real-time multi-user + AI
Multiple people and AI agents edit the same document simultaneously with automatic conflict resolution. The tech behind Google Docs, embeddable anywhere.
Semantic retrieval
Indexes content automatically, combines vector similarity with full-text search, and provides a retrieval API agents use to ground responses in real data.
Code-review agents, team channels, codebase search.
Clinical decision support, provider messaging, medical knowledge retrieval.
Risk analysis, compliance chat, regulatory document search.
Contract analysis, case collaboration, precedent search.
Adaptive tutoring, student messaging, curriculum search.
Ticket resolution agents, multi-channel support, knowledge base retrieval.
Quality analysis, field coordination, technical manual search.
Market analysis, agent-client communication, property search.
These components are powerful individually, transformative together. Let's discuss how they fit your product.