Intelligent Systems

Contain autonomous systems before they act.

AI agents now operate inside networks with real permissions, and a compromised or misaligned agent moves faster than any analyst. SPARK develops assurance methods that characterize machine behavior, detect anomalous coordination, and stop unsafe actions before they execute.

Solutions

  1. 01Behavioral baseline
  2. 02Agent containment evaluation
  3. 03Detection pilot

Focus areas

  • 01AI agent behavior monitoring
  • 02Swarm and coordination anomaly detection
  • 03Signal and data integrity
  • 04Adversarial input testing
  • 05Cyber-physical system assurance

Why it matters

Cybersecurity & AI Assurance

Traditional security protects files and networks. The new risk is an authorized AI agent taking an unsafe action at machine speed.

Built for

  • Security operations teams
  • Critical-infrastructure operators
  • Defense and government agencies
  • AI platform and robotics companies

Applications

  • AI agent containment
  • Operational-technology security
  • Autonomous-system oversight
  • Critical-infrastructure protection
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Illustration.

Solutions

How SPARK helps.

Every engagement is scoped to your question, your data, and the decision it supports.

  1. 01

    Behavioral baseline

    Characterize normal agent and system behavior so meaningful deviations stand out immediately.

  2. 02

    Agent containment evaluation

    Stress-test how agents handle instructions, tools, and permissions, with clear human decision points.

  3. 03

    Detection pilot

    Run detection against realistic benign activity and measure what it catches and what it misses.

Next step

Put SPARK on your hardest problem.

Tell us what you need to know and the data you have. We'll scope the fastest path to a decision-ready answer, under NDA where required.

Talk to SPARKEngagement Models