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

Breakthrough spectrum and adversarial AI capabilities.

Starzl works with partners across Quicksilver Edge & Spectrum, Adversarial AI & Mission Assurance, and Mission Systems Integration so each system can be proven under real operating pressure.

Capability model

Mission conditions set the engineering work.

The first technical discussion should cover spectrum pressure, data volume, link reliability, AI workflow, review authority, and acceptable risk.

Assess
Mission conditions

Map RF conditions, bandwidth limits, compute envelope, 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 such as compression ratio, link survival, latency, traceability, or analyst time saved.

01 / Quicksilver Edge & Spectrum

Move and protect RF information under pressure.

Quicksilver covers compression, signature extraction, signal classification, resilient transport, edge security, and network orchestration for missions that cannot assume clean bandwidth or reliable infrastructure.

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 near collection.
Quicksilver Transport, Security & OrchestrationMove, protect, and coordinate data across degraded links and distributed edge assets.
02 / Adversarial AI & Mission Assurance

Use autonomy without losing mission command.

The adversarial AI systems focus on mission knowledge acquisition, model behavior control, and authorized synthetic-force work so teams can use AI with explicit constraints and accountable outputs.

Open Adversarial AI Page

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.
03 / Mission Systems Integration

Turn breakthrough capabilities into battle-hardened results.

Mission partners need more than system names. They need assumptions, performance measures, integration boundaries, and a path from demonstration to deployment decision.

Open Mission Systems Integration Page

MetricsDefine what success means before a demo: throughput, fidelity, latency, drift prevention, or time-to-brief.
IntegrationIdentify data interfaces, authority boundaries, security channels, and operator workflows.
EvidencePackage test notes, findings, risks, and procurement questions for follow-on review.
Engagement model

Stress test the capability before the mission depends on it.

Every engagement ties Starzl systems to the operating condition, performance target, and hardening path that matter to the partner.