Full stack means the evidence has nowhere to hide.
We build across software, sensing, embedded systems, electronics, mechanical design, and integration, then let each test shape the next build.
Read the public build logThe work, dated and stated plainly.
We publish the direction of the work without turning internal records into public claims.
- July 2026
Outdoor operation
Our first sensing prototype was fielded outdoors in July 2026. It now operates unattended on our bench.
- August 2026
Prototype testing
Physical prototypes exist and have been tested.
- September 2026
A shared world model
Sipsa-built machines share one world model on the bench; the site tasks a machine, and the machine reports back.
- September 2026
An irrigation decision
An irrigation-control prototype made a watering decision on its own chip on the bench, without a physical valve.
- October 2026
Preparing controller tests
Irrigation controllers are on the bench for planned plug-in testing. Physical validation remains next.
Build, test, and learn as one loop.
The system, its implementation, and the evidence behind it develop together.
Systems architecture
Design the relationships between sensing, decisions, interfaces, and physical behavior.
Perception
Develop signal processing and models as part of the wider system.
Embedded systems
Shape dependable software around constrained physical environments.
Physical integration
Bring compute, sensing, power, and form together as one design problem.
Evaluation
Use structured evaluation to guide engineering decisions across the stack.