Real assembly and integration bench with hands, torque tools, circuit boards, and antenna components — not a glass HQ lobby
Company

An engineering company for spectrum and AI work

We build EW, GPS-free navigation, adversarial AI, and operator training for U.S. and allied units.

About

Who we are

Small company. Offices in California, Colorado, New York, and Estonia. We measure things before we ship them.

FieldDetail
Locationsca • co • ny • ee
CustomersU.S. and allied units working in jammed or GPS-denied environments
SpectrumIQ compression, classification, transport, edge security, orchestration
AIKnowledge collection, model realignment, authorized adversary emulation
TrainingBootcamps, simulation range, red-team engagements
InquiriesEmail inquiries@starzl.com

Product Lines

Starzl EW

Compresses IQ, classifies emitters, and sends the result over a constrained link.

Spectrum
Starzl PNT

Position and timing from ambient RF. No GPS, no transmissions. Same feed maps nearby emitters.

Navigation
Starzl Adversarial AI

Red-team tools for models and networks. The same stack is used on infrastructure defense.

AI
Starzl Operator Training

Multi-day courses on AI, cyber, and OSINT. The skills stay useful when the software changes.

Training
Operating Principles

How we work

Start from the job, measure the system, keep a person in the loop on anything autonomous.

Principle 01
Job first

Write down the environment, the constraint, and the outcome before picking a product.

Principle 02
Measure first

Agree on numbers for compression, latency, resilience, traceability, or source quality before anyone treats the system as ready.

Principle 03
Person in the loop

Human review, source logs, and authority boundaries stay visible in AI workflows.

Architecture

How the RF stack is split

EW and RF work is split into layers. Each layer has a job and a named component.

LayerFunctionComponent
4 — Fusion & EffectsSensor fleet orchestration and effects deliveryOdin (orchestration) & Mjolnir (effects)
3 — Positioning & NavigationPassive PNT and emitter localizationStarzl PNT
2 — Signal ProcessingCompression, classification, encryptionStarzl EW core
1 — Network TransportJam-resistant RF linkBifrost
Engagement

How we usually start

A technical conversation, a product evaluation, a prototype plan, or a discussion that needs a secure channel.

01 Define

What gets better if the system works, which product addresses it, and what has to be measured before anyone should trust it.

02 Select

Pick the product, then scope an evaluation against real data and a timeline.

03 Harden

Agree on the demo setup, the measures, and the review points. Move anything sensitive to the right channel.

Contact

If you want to talk through a use case