Space domain awareness range tracking satellites with RF spectrum paths across desert sensor systems
Mission Areas

Mission areas for spectrum and adversarial AI.

We support missions where spectrum pressure, edge constraints, and AI risk shape the outcome before the first system is fielded.

Review Capabilities Review Products
Customer view

Operational pressure drives the system choice.

Partners bring the operating condition. We identify the systems, evidence, and hardening work needed to improve mission performance.

Forward edge spectrum deployment with tactical vehicle, communications shelter, antennas, rugged compute, and RF links
Spectrum

Contested Spectrum Operations

For teams that must collect, classify, and move signal data under interference, bandwidth pressure, and denied infrastructure.

Open Quicksilver
AI mission assurance operations room with analysts, provenance displays, model behavior views, and evidence workflows
AI mission assurance

AI Mission Assurance

For programs that need mission knowledge, model behavior control, and synthetic-force missions — under reviewable evidence before deployment.

Open Adversarial AI
Remote desert electronic warfare range with UAVs, ground drones, and edge spectrum equipment
Edge & remote

Edge & Remote Operations

For austere sites where compute, power, and connectivity limits shape every engineering decision.

Open Products
Critical infrastructure operations room with communications towers, industrial systems, spectrum paths, and assurance dashboards
Critical infrastructure

Critical Infrastructure Resilience

For high-consequence civilian systems where AI evaluation, source provenance, and spectrum awareness inform defensive decisions.

Open Adversarial AI
Coastal distributed electronic warfare range with uncrewed surface vessels and airborne platforms
Distributed architecture

Secure Distributed Architectures

For separated assets and distributed radio concepts — high-rate edge data paths and low-latency protected communications.

Open Quicksilver
Mission systems integration evidence workflow lab with review displays
Prototype & hardening

Prototype, Evaluation & Hardening

For partners who need a disciplined path from briefing concept to measurable test, evidence package, and acquisition decision.

Open Mission Systems Integration
Mission-to-system fit

Match operating problems to systems and hardening plans.

Each mission condition points to a system, a measurable test, and a decision path for further hardening.

Problem
RF data overwhelms the link

Use Quicksilver to evaluate compression, classification, and transport efficiency under representative RF data and link conditions.

Measure compression ratio, reconstruction fidelity, and time on air — with operator utility as adjacent measure.

Problem
High-rate streams need protection

Use Quicksilver Edge Security and Network Orchestration to evaluate secure edge data, distributed radio paths, and route coordination.

Measure throughput, latency, and error behavior — with power and compute burden as adjacent measures.

Problem
Teams need mission knowledge fast

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, and retrieval — with OCR utility, chapter accuracy, and provenance as adjacent measures.

Problem
Open-weight models need behavior control

Use Skill Realignment Suite to define, preview, evaluate, and export behavior recipes for mission-specific model use.

Measure refusal behavior, capability preservation, and coherence — with recipe reproducibility and operator review as adjacent measures.

Problem
Programs need realistic AI opposition

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, and verification quality — with mitigation clarity and retest readiness as adjacent measures.

Critical infrastructure operations room with field communications, industrial systems, secure workstations, and assurance dashboards
Structural principle

Products serve mission accomplishment.

We field systems evaluated against the mission conditions they must improve — spectrum pressure, trusted autonomy, and secure edge operation under field hardening.

  • Partner entryMission condition, operating domain, or capability need.
  • Technical pathSpectrum, AI, or integration work with system-level evidence.
  • Decision pointBriefing, prototype, test plan, or secure-channel discussion.
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