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Solutions

From symbolic thresholds to embedded autonomy—production-ready safety layers.

Threshold Symbolic Collapse (TSC)

Deterministic

A deterministic safety kernel that gates actions by a time-varying threshold λ(t). Ideal for robotics, power, and safety-critical control loops.

  • λ(t) policy engine with programmable invariants
  • Hard real-time hooks for embedded targets
  • Traceable decisions for certification

Sohvie Drive

Embedded

A lane-keeping and intervention layer. Computes risk, compares to λ(t), and executes fail-safes in microseconds.

  • Curvature & weather-aware risk model
  • Predictive lane drift arrest
  • Hooks for CAN / ROS2

Sohvie Shield — AI Firewall

Runtime

A runtime anomaly and prompt-injection firewall for edge and cloud agents. Monitors entropy, rate-limits collapse, and blocks unsafe sequences.

  • Streaming anomaly score with λ(t)
  • Block / degrade / recover policies
  • Signed audit trail

TSC λ(t) vs Energy E(t)

Controls

Stable

Rule: trigger collapse when E(t) > λ(t) for ≥ N consecutive frames (N=20).

Services

Integration, certification prep, and safety reviews—tailored to your stack.

Integration & Certification

Bring TSC / Sohvie into your embedded targets with deterministic hooks and artifacts your auditor will love.

Custom Simulator / Digital Twin

We build targeted simulators to de-risk edge cases before they hit the field.

Safety Audits

Independent review of λ(t) policies, failure modes, and incident response.

About Lioren Technologies

We design deterministic safety layers for real-time, safety-critical systems. Our philosophy is simple: prevent collapse before it begins. With TSC, Sohvie Drive, and Sohvie Shield, we help teams ship with confidence.

Contact

Questions or enterprise needs? We’d love to talk.