Partners · Applied R&D

Apply Physical AI to the hard problems.

We work with defense, government, and industry to take Physical AI from prototype toward fielded capability: applied research, advanced development, and working systems, built by the people who teach and research it here. Provable, on-device, and tested where it has to work.

What we deliver

From a question to a working system.

The applied-engineering spine: research through prototype to evaluation.

Applied research

Targeted R&D

Focused research against your problem in perception, autonomy, and edge AI.

Advanced development

Lab to readiness

Moving a capability up the technology-readiness ladder, toward something deployable.

Prototypes

Working systems

Hardware and software you can put in front of operators and test in real conditions.

Technical services

Evaluation & integration

Independent evaluation, integration support, and technical advisory.

Capabilities

What we bring.

Grounded in the Institute's research areas and labs.

Perception & sensing

Eyes that hold up

Multimodal perception (depth, detection, fusion) that works in degraded conditions and on the device.

Autonomy

Coordinated, multi-domain

Air, land, and sea autonomy that coordinates over lossy links and degrades gracefully.

Edge AI

Inference under SWaP

Real-time models inside the power, weight, and thermal limits of the platform, with no cloud in the loop.

Digital twins

Test & verify

Reproducible, deterministic simulation for evaluation, replay, and certification.

UAS & field ops

Drones that do the job

Unmanned systems for logistics, search and rescue, and surveillance, from the Hiner Lab.

Provable AI

Grounded & verifiable

Physically grounded, energy-aware control with behavior you can check, from the Charlot Lab.

Engage

Ways to work with us.

However the funding is structured, the work is the same: scope it, build it, test it.

Non-dilutive

Federal programs

SBIR/STTR, BAAs, and sponsored-research agreements.

Direct

Contract research

Scoped research and prototyping engagements, sponsor-funded.

Dual-use

Defense and commercial

Work that serves a mission and a market in parallel.

Who delivers

People with a federal R&D track record.

The work is led by investigators whose own research has been awarded federal SBIR/STTR funding across the U.S. Army, Air Force, and Navy, with experience spanning defense and the energy sector.

Bring us a problem ↗Meet the team →