Spatial intelligence
for hardware AI.
One API to give your drones, robots, and autonomous systems the ability to reconstruct, understand, and simulate the physical world in real time.
From sensor to spatial intelligence in 10 lines.
Our Python SDK handles the full pipeline — reconstruct from any source, build a queryable scene graph, and run physics simulations. All with a single API key.
[0mimport percept # Initialize with your API key client = percept.Client(api_key="pk_live_...") # Reconstruct from drone video scene = client.reconstruct( source="drone_capture.mp4", mode="metric_3d", coordinate_system="EPSG:4326" ) # Query the scene graph defects = scene.query( type="structural_defect", severity="critical", within=scene.bounds(lat=37.87, lon=-122.26, radius=500) ) # Run physics simulation result = scene.simulate( scenario="fire_spread", duration=4, wind_speed=12.5, wind_direction=225 ) # Stream results for frame in result.frames(): print(f"t={frame.time}s burned={frame.area_m2}m²") # → 2.4M vertices · 12 defects · 96.2% confidence
Everything you need to build spatial AI.
Reconstruction
percept.reconstruct(source, mode="metric_3d")Turn any video or sensor stream into metrically accurate 3D. Supports phone cameras, drones, LiDAR, and satellite.
Scene Queries
scene.query(type="defect", severity="critical")Query the physical world like a database. Filter by object type, material, spatial region, or semantic label.
Physics Simulation
scene.simulate(scenario="fire_spread", duration=4)Run real physics on real geometry. Fire, flood, structural failure — all on actual terrain data.
Streaming Ingest
percept.stream(feed=camera_array, fps=30)Real-time processing of live sensor feeds. Continuously update the scene graph as new data arrives.
Export & Integrate
scene.export(format="gltf", crs="EPSG:4326")Export to standard formats. Integrate with GIS systems, game engines, CAD tools, or your own pipeline.
Webhooks & Events
percept.on("defect_detected", callback)Event-driven architecture. Get notified when objects change, defects appear, or simulation thresholds trigger.
Built for the hardware AI ecosystem.
Integrate Percept directly into your drone, robot, or autonomous system. Our SDK runs on edge devices with real-time performance.