The Spectral High Ground.
Spectrum operations succeed when the right data reaches the right operator, decisions land in time, and the adversary's advantage in the electromagnetic environment is denied. Quicksilver — Starzl Enterprises' IQ data fabric — moves far more signal data across the network than raw transmission allows, routes the right data to the right operator at the right time, and encrypts it end-to-end from the edge. Adversarial AI keeps mission autonomy accountable under the same contested conditions. Validated in operational exercises with the US Army, the US Navy, and prime contractors.
Spectrum systems. AI mission assurance. Operator readiness.
We field edge systems for missions where bandwidth, autonomy, and secure edge operation cannot fail quietly.
Hold the signal path.
Quicksilver — Starzl Enterprises' IQ data fabric — keeps signal data moving through interference, bandwidth pressure, and degraded links. Operators retain useful collection where the link is contested.
- Quicksilver Compression for RF and IQ data reduction
- Quicksilver Signal Classification for signatures and anomalies
- Quicksilver Transport, Edge Security, and Network Orchestration
Mission-Bound Autonomy.
Three adversarial AI systems acquire mission knowledge, tune open-weight model behavior, and execute synthetic-force missions — under operator review, provenance, and approval throughout.
- Automated Knowledge Acquisition System for multimodal knowledge acquisition
- Skill Realignment Suite for open-weight model behavior control
- Specialized Offensive AI for authorized synthetic-force and red-team missions
Train the operator. Stress the system.
Boot camps, Campus Martius exercises, and one-off red-team engagements — operators leave with adversarial AI and mission-risk skills tested against authorized targets.
- AI red-team boot camps for operators and technical teams
- Campus Martius exercises for cohort-led mission execution
- One-off projects against defined AI, cyber, and OSINT surfaces
Three product lines, proven before the mission depends on them.
We field each line against a target effect, a test approach, and a hardening path.
The IQ data fabric. Compression, classification, and transport, secured at the edge and orchestrated across distributed assets.
Automated Knowledge Acquisition System, Skill Realignment Suite, and Specialized Offensive AI — mission knowledge, model behavior, and authorized adversary emulation as one delivery posture.
Workflow design, secure deployment architecture, and field-hardening — capability turned into deployable posture.
Performance must survive contact.
We support defense, allied, and high-consequence missions with systems built for contested operating conditions.
Signal, autonomy, and secure-edge capabilities for contested environments.
Briefing, stress-test, and hardening paths for U.S. and coalition missions.
AI and spectrum methods adapted to high-consequence civilian systems.