Spatial capture → walkable world
A phone scan becomes solid geometry in about ten seconds.
Physical intelligence infrastructure · 2026
The live world layer for physical AI.
SOPHIA gives every operator, agent and machine one persistent, live understanding of a physical site.
Working coreReal buildingBuilt solo
Live · local demonstratorWorld interface / alpha
One physical site, held as live state.04 tracks · 03 sources · 01 world
01 / The missing primitiveContext dies at device boundaries
AI is missing a world, not another model.
Cameras, robots and agents already exist. What they lack is a persistent reality they can all inspect, update and act on.
Cameras see feeds
They do not preserve shared context.
Robots map locally
Each machine rebuilds the same place.
Agents reason in text
They cannot inspect persistent live state.
02 / Working proofNot a concept render
A working core, built from the world up.
Commodity inputs became geometry, shared tracks, memory and policy-gated action. The interface below is the system itself.
Two sensors → one track
Camera and low-cost radar resolve into one live person track.
World → measure → act
Measure a route, reason over the site and trigger a spoken action.
03 / Shared infrastructureOne world in the middle
Sensors change. The world remains.
SOPHIA turns fragmented observations into one continuously usable state layer for people, software and machines.
01
Sensors
Observe
Vision · radar · scans · machines02
SOPHIA world model
Understand
Fuse · resolve · remember · simulate03
World primitives
Hold state
Geometry · state · memory · permissions04
Clients
Act
Humans · agents · robots · systemsSOPHIA OS ALPHA
typed contracts · registry · frame graph · replay
LIVE DEMOworld model · fusion · voice · actions
04 / Wedge → platformUrgent first job, expanding world
Security first
Start where reality already has stakes.
Security is the first deployment because the buyer, budget and operational pain already exist. A live world can be tested against concrete events, permissions and response times.
01
Win one urgent workflow.
02
Install one persistent site world.
03
Let every later client reuse it.
The platform logic
Security funds the first site. Every new machine expands the same world.
05 / One world, many clientsExpand without remapping reality
The site becomes shared infrastructure.
Once the world exists, each new use case starts with context—not another isolated map.
Industry
Inspection, assets and safety across real facilities.
↗Healthcare
Presence, falls and assistance with shared spatial context.
↗Robotics
Maps, memory and coordination that survive device boundaries.
↗Drones
A persistent world before, during and after every mission.
↗Autonomous systems
One state layer for machines that need to act together.
↗06 / FounderBuilt close to the field
Leon Karim Valentin · FounderSoftware, hardware and the physical site—built as one system.
05 weeks
From typed contracts to a working live world.
19 years
Inside the first site and close to its operators.
Built the core. Now build the company.
Leon Karim Valentin, 19, built SOPHIA's working core solo in five weeks—across software, hardware and the physical site itself.
The first building is not a staged lab. Leon grew up inside it. That access created a direct loop between real operators, real constraints and the system being built.
Full-timeReal-site accessPre-seed
For investors, design partners and builders