Industrial Automation
Control systems, MES, and digital twins that keep plants and processes running with precision and minimal downtime.
AI & Software Engineering
We build systems that you depend on.
Full-house AI and software design and development agency based in San Francisco.
[ Capabilities ]
One company, end to end,
from intelligence to infrastructure.
Robotics
Perception, motion planning, and fleet orchestration, from a single arm to coordinated multi-robot operations.
Driverless Vehicles
Autonomous platforms, sensor fusion, and safety-critical stacks engineered for the real world and built to certify.
Health Systems
Clinical software, diagnostics, and data platforms that meet patients and providers where decisions are made.
Financial Systems
Trading, risk, and payments platforms engineered for low latency, exactness, and the scrutiny that regulated finance demands.
Artificial Intelligence
Models, MLOps, and decision systems: applied AI that ships to production and earns its place in the loop.
Software Engineering
Platforms, cloud, and integration: the dependable software foundation every system above is built upon.
Don't see your
domain here?
We build systems wherever software meets the real world, from the factory floor to the trading desk. Tell us what you're trying to make real.
Start a project →[ Selected Work ]
A portfolio of systems
in production.
Atlas
A driverless logistics fleet for a deep-water port operator, coordinating 120 autonomous vehicles across a live container terminal with zero manual dispatch.
Vitalis
A clinical decision platform deployed across a 14-hospital network, surfacing risk earlier with AI that clinicians actually trust and audit.
Forge
A factory-wide automation and digital-twin system for a precision manufacturer, unifying twelve production lines under one real-time control plane.
Sentinel
A computer-vision quality system that inspects every unit at line speed, catching defects no human pass could, running on the edge, in real time.
Meridian
An enterprise scheduling and resource platform for a national lab network, automating throughput planning across thousands of daily procedures.
Wayline
A sensor-fusion and teleoperation stack for autonomous yard trucks, certified for mixed-traffic operation alongside human drivers.
[ Approach ]
How we build a system
that lasts.
01 · Discover
We embed with your team to map the terrain: the constraints, the data, the people, and the real definition of done.
02 · Architect
We design the system end to end: the intelligence, the software, the hardware in the loop, and the path to production.
03 · Build
We engineer in tight iterations with real telemetry, shipping working systems (not slideware) from week one.
04 · Operate
We stay accountable for uptime and outcomes, running and improving the system long after launch.
[ About ]
We are engineers, researchers, and operators who build the uncommon systems other companies call impossible, across every domain where software meets the physical world.
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Systems in production
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Core domains
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Operational uptime
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Engineers & researchers