Space domain awareness range with phased-array radar, telescope domes, satellites, and spectrum arcs over desert terrain
What We Do

Spectrum. Adversarial AI. Mission integration.

We drive mission success through three capabilities: Quicksilver Edge & Spectrum, Adversarial AI & Mission Assurance, and Operator Development.

Capability model

Mission conditions set the engineering work.

The first technical discussion covers three axes — spectrum pressure, AI workflow, and review authority. Acceptable risk and operational owner follow.

Assess
Mission conditions

Map RF conditions, bandwidth limits, and compute envelope alongside data sensitivity and operational owner.

Build
System set

Match spectrum, AI, and integration systems to the constraint — without overbuilding the engagement.

Harden
Operational impact

Stress test against measurable outcomes — compression ratio, link survival, latency, and traceability.

Quicksilver Edge & Spectrum

Move and protect RF information under pressure.

Quicksilver, Starzl Enterprises' IQ data fabric, covers the signal path end to end — compression and classification at the point of collection, transport and edge security under operational conditions, network orchestration across distributed assets.

Open Quicksilver Page

Quicksilver CompressionReduce RF and IQ data before storage or transport becomes the operational blocker.
Quicksilver Signal ClassificationExtract signatures, classify signals, and surface anomalies at the point of collection.
Quicksilver Transport, Security & OrchestrationMove, protect, and coordinate data across degraded links and distributed edge assets.
Adversarial AI & Mission Assurance

Use autonomy without losing mission command.

Three adversarial AI systems cover mission knowledge acquisition, model behavior control, and authorized synthetic-force work — operators retain control and accountable outputs throughout.

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Automated Knowledge Acquisition SystemAcquire, transcribe, enrich, and index mission-relevant video, web, and source material.
Skill Realignment SuitePreview, evaluate, and export open-weight model behavior recipes for controlled mission use.
Specialized Offensive AISupport authorized adversary emulation, mission decomposition, evaluator gates, and red-team stress testing.
Operator Development

Develop the operators who run the mission.

Operator development builds the skills to run Starzl products and to operate against AI, cyber, and OSINT adversaries — under bounded, authorized conditions, with after-action review.

Open Operator Development

Boot Camps & EngagementsMulti-day intensive programs and targeted red-team work against authorized AI, cyber, and OSINT surfaces.
Campus MartiusAn AI-enabled simulation and interactive learning range for cohort-led mission execution.
Engagement model

Stress test the capability before the mission depends on it.

We adapt, optimize, and harden our systems for the environments our partners face.