Qubis Awarded AFWERX Phase I SBIR to Build a Geometry Reasoning Layer for Engineering Agents

SAN FRANCISCO, CA, August 18, 2026 - Qubis, which is building the autonomous engineer for hardware design and development, today announced it has been awarded a Phase I Small Business Innovation Research (SBIR) contract from AFWERX, the innovation arm of the Department of the Air Force. The award funds the exploration of an ontology-based geometry embedding layer for agentic spatial reasoning.

Foundational model AI agents have proven to be capable at code and language. However, they remain weak at 3D. Ask an agent to reason about a bracket, a manifold, or a control surface, and it has no reliable way to know what it is looking at: which face is a mating surface, which feature is a fastener hole, what is upstream of what, or which part carries the load. Today's models see triangles and coordinates, not engineering intent.

Under this Phase I effort, Qubis is building the layer that enables agents to do spatial reasoning.

"Agents have uneven performance across engineering problems. They're great at code, which actually makes them great for a lot of engineering work, but 3D and spatial reasoning remain large gaps. We're exploring the development of an agent ontology for 3D and spatial reasoning so agents can do more meaningful work in 3D. We see this as a fundamental layer of the autonomous hardware engineer."

— Cameron Flannery, Founder and CEO of Qubis

About Qubis

Qubis is building the autonomous engineer for hardware design and development. Its Agent-Driven Engineering (ADE) platform combines AI agents and compute infrastructure so engineering teams can automate simulation and analysis workflows. Qubis's agents run physics simulations across aerospace, defense, automotive, and industrials.

Learn more at qubis.app

About AFWERX

AFWERX is the innovation arm of the Department of the Air Force and a directorate within the Air Force Research Laboratory. It manages the Department of the Air Force SBIR/STTR program, connecting small businesses and non-traditional partners with Air Force and Space Force needs to accelerate the delivery of new technology.

The views expressed are those of the author and do not reflect the official guidance or position of the United States Government, the Department of Defense, or the United States Air Force.