Physical intelligence

AI systems for the physical world.

Production AI for real environments.

See what we build →

Visual IntelligenceSpatial IntelligenceCognitive SystemsOperational AI

What we build

Systems, not software.

SYS–01

Visual Intelligence

Turn camera feeds into structured understanding of real-world activity.

SYS–02

Operational AI

Convert operational events into alerts, decisions, and workflows.

SYS–03

Spatial Intelligence

Model how people, assets, and processes move through physical environments.

SYS–04

Autonomy Systems

Build toward controlled automation through simulation, robotics, and human-in-the-loop systems.

Selected work

Real systems, real constraints.

WRK–01

Facility Monitoring System

Continuous analysis of camera feeds across physical environments. Tracks movement, enforces zones, and surfaces real-time operational events without manual oversight.

IN → Camera feedsOUT → Operational alerts, activity streams

WRK–02

Process Intelligence System

Understands how workflows actually execute in real environments. Tracks sequences of actions, detects deviations, and identifies inefficiencies across operations.

IN → Video + event streamsOUT → Process validation, deviation alerts

WRK–03

Production Anomaly Detection

Models normal behavior across physical systems using sensor and visual signals. Detects early deviations and failure patterns before breakdowns occur.

IN → Sensor + video dataOUT → Early anomaly signals, failure predictions

Vision

Bridging the physical
and digital worlds.

The digital world has intelligence. The physical world has constraints. We build the systems that close the gap.

01 Unstructured

Physical environments are unstructured.

Lighting changes. Sensors drift. Behavior is unpredictable. Before systems can act, they need to understand what's actually happening.

02 Constraints

Constraints define the system.

Latency, hardware, and data quality shape every decision. They are not limitations — they are the design.

03 Direction

Toward physical intelligence.

Systems that can perceive, reason, and act in the physical world. Each system we build moves us closer to that.

Koppr Lab

Research toward
physical intelligence.

Koppr Lab is our internal R&D track. We work on perception, autonomy, and decision-making in unstructured environments.

Sim-to-RealEmbodied PerceptionAutonomous SystemsEdge Inference

AI systems for the physical world.

Systems, not software.

Real systems, real constraints.

Let's build something real.