AI at the edge of the edge™

Add intelligent sensing without the AI development burden.

BitTrace builds embedded sensing capabilities from your data and deployment requirements. Keep an existing product economical—or design a new one around the hardware, power, and cost targets you actually want.

Start with a bounded Evaluation Build. If it works, move toward pilot and production licensing.

Start a Fit Check See the Proof

A sensing feature shouldn’t require a product redesign.

Keep the hardware you already have

When the existing design has enough room for the capability.

Keep new designs economical

Don’t automatically jump to a larger processor just because the product needs local intelligence.

Skip the AI science project

Bring us the sensing problem, data, and product constraints. BitTrace does the model-development work.

Old chips. New intelligence.™

We’ve already pushed useful inference into constrained hardware.

This is not a PowerPoint claim. BitTrace has already demonstrated constrained deployment on low-cost microcontrollers and FPGA logic.

16-BIT CONTROLLER

Equipment condition monitoring

Useful local equipment inference on a low-cost MCU.

8-BIT CONTROLLER

Multi-stage sensor inference

A composed sensing capability running on an extremely constrained MCU.

FPGA

Multiclass RF inference

Three-way RF classification mapped directly into logic.

Technical validation details available for review.

WHERE BITTRACE FITS

Embedded sensing features that need to live inside the product.

EQUIPMENT & MACHINE PRODUCTS

Add condition, state, or abnormal-behavior recognition close to the machine.

EMBEDDED PRODUCTS & INSTRUMENTS

Add sensing features while protecting MCU, memory, power, and cost targets.

RF & COMMUNICATIONS

Add local signal classification in embedded or programmable-logic hardware.

For product-development firms and integrators, BitTrace can supply the inference capability while you own the larger product and customer relationship.

EVALUATION BUILD

Find out before you redesign the product.

Give us representative sensor data, the capability you want, and the hardware or product constraints. We build and evaluate the inference capability.

You provide

  • Representative sensor data
  • What the product needs to recognize
  • Hardware and product constraints

BitTrace delivers

  • A working evaluation artifact
  • Measured results
  • Hardware-fit findings
  • A recommendation for the next step

Evaluation Build → Pilot Package → Production License

WHY BITTRACE

BitTrace takes the AI work off your product team’s critical path.

The technology matters because it removes work, uncertainty, and integration burden from the team trying to ship the product.

Built for your constraints

We start with the product and deployment limits—not a preferred AI stack.

Repeatable

Frozen BitTrace artifacts produce repeatable behavior that can be validated before deployment.

Delivered as a capability

Your team gets something it can evaluate and integrate—not another research project to own.

Have a sensing feature you want to add?

Tell us what the product needs to recognize, what data you have, and where it needs to run.

Start a Fit Check