We make machines see, think, and act.
Business Lion is a physical AI engineering consultancy. We build perception systems, autonomous software, and ML infrastructure for teams shipping robotics and embodied intelligence.
From sensor data to autonomous systems
3D Perception
Scene completion, depth estimation, point cloud processing. We build the spatial understanding layer that lets robots know where they are and what surrounds them.
ML Model Development
Custom architectures trained on real sensor data. Diffusion models, knowledge distillation, cross-modal learning — taken from research to production.
Robotics Integration
Teleoperation, sensor fusion, manipulation, autonomous operation. Software that runs on actual hardware with actual constraints.
AI-Accelerated Engineering
Our development workflow is built around Claude Code and AI-assisted tooling, letting a focused team deliver at the pace of a much larger organization.
Principal-led, research-grade delivery
Depth over breadth
Our engineers have published research at IEEE and built production ML systems from scratch. We work at the level of the architecture, not just the API.
Direct access
The people who design your system write the code. No layers, no handoffs, no account managers.
Real hardware experience
We build for Jetson, RealSense, LiDAR, and servo-driven manipulators — not just simulations.