Delivery ships what works today. Research builds what has to work next. Symbiosis AI Labs focuses on spatial intelligence, 3D-native agents, differently-wired cognition - plus the orchestration, retrieval, and privacy work that already feeds Agent Cloud and Knowledge.
IMAGINATION WITH RECEIPTS
Big ideas still need a method. Every program here has a thesis, a way of working, and open questions we are willing to be wrong about in public.
DIFFERENT MINDS, BETTER SYSTEMS
Same-shaped models fail the same way. We study cognition that branches, fixates, and reframes - because enterprises need agents that catch what average models miss.
SPACE IS THE MISSING MODALITY
Language alone cannot run a factory floor, a digital twin, or a Blender scene. Spatial awareness is how you go from talking about the world to acting in it.
FOUNDATIONS COMPOUND
LLM Fusion, VectorStore, CRAFT, and SecureDataBridge still matter. They sit under today's governed agents, and we keep shipping improvements into them.
Spatial awareness. Agents that can work inside Blender and 3D scenes. Models built to think differently from the start. These are multi-year bets, not feature tickets.
Work we already put into production
LLM Fusion, VectorStore, CRAFT, SecureDataBridge, and ExtendedReach started on our public research track. They still show up in Agent Cloud, Knowledge, and how we route models in live systems.
Want to work with the lab?
Partners, researchers, or teams with a messy spatial or cognitive problem - book a demo and tell us what you're seeing on the ground.