Contested Spectrum Operations
For teams that must collect, move, classify, and protect signal data while facing interference, bandwidth pressure, and denied infrastructure.
Open Quicksilver
Starzl supports missions where spectrum pressure, edge constraints, and AI risk shape the outcome before the first system is fielded.
Partners bring the operating condition. Starzl identifies the systems, evidence, and hardening work needed to improve mission performance.
For teams that must collect, move, classify, and protect signal data while facing interference, bandwidth pressure, and denied infrastructure.
Open Quicksilver
For programs that need mission knowledge acquisition, model behavior control, synthetic-force missions, and reviewable evidence before deployment.
Open Adversarial AI
For austere sites where compute, power, storage, and connectivity limits shape every engineering decision.
Open Products
For high-consequence civilian systems where AI evaluation, source provenance, and spectrum awareness inform defensive decisions.
Open Adversarial AI
For separated assets, distributed radio concepts, high-rate edge data paths, and low-latency protected communications.
Open Quicksilver
For partners who need a disciplined path from briefing concept to measurable test, evidence package, and acquisition decision.
Open Mission Systems IntegrationEach mission condition points to a system, a measurable test, and a decision path for further hardening.
Use Quicksilver to evaluate compression, signal classification, and transport efficiency under representative RF data and link conditions.
Measure compression ratio, reconstruction fidelity, time on air, and operator utility.
Use Quicksilver Edge Security and Network Orchestration to evaluate secure edge data, distributed radio paths, and route coordination.
Measure throughput, latency, error behavior, and power or compute burden.
Use Automated Knowledge Acquisition System to acquire, transcribe, enrich, and search video, web, and source material before analysis or model work begins.
Measure source coverage, transcript quality, OCR utility, chapter accuracy, retrieval quality, and provenance.
Use Skill Realignment Suite to define, preview, evaluate, and export behavior recipes for mission-specific model use.
Measure refusal behavior, capability preservation, coherence, recipe reproducibility, and operator review results.
Use Specialized Offensive AI to decompose missions, run bounded agent teams, and test plans through evaluator gates inside an authorized boundary.
Measure scenario realism, task completion, verification quality, mitigation clarity, and retest readiness.
Starzl systems are evaluated against the mission conditions they must improve: spectrum pressure, trusted autonomy, secure edge operation, and field hardening.