Investors

Currently raising.

Paragon Reflex is a product line of Univault Technologies. We’re raising our Series A. Allocation is closing — outreach materials and the Tier-1 evaluation deck are available to qualified investors on request.

Signed milestone

Reflex recovers 86.77% of the hazards a 2024 state-of-the-art detector (LION-Mamba) misses across 6 Argoverse 2 cities — 95% CI (confidence interval) 84.9–88.5%, n=1,368, at a 2% false-positive rate, evaluated on Modal A100-80GB. The result is Ed25519-signed and independently reproducible offline. Validated against three real detectors (LION-Mamba, CenterPoint, BEVFusion); catch rate ranges 59–87% by architecture. Patent portfolio recently expanded to cover the deterministic reflex layer and cross-organizational calibration architecture.

What you’ll see in the data room

  • Reproducible evaluation on public AV (autonomous vehicle) benchmarks — nuScenes and Argoverse 2, on Modal A100-80GB
  • Cross-architecture validation against three independent real detectors (LION-Mamba, CenterPoint, BEVFusion)
  • Per-region tables, cross-country pattern-transfer results, dual-system stopping-distance numbers
  • Tier-1 supplier engagement plan and current pipeline state
  • Patent portfolio status and ASIL-D (Automotive Safety Integrity Level D) certification roadmap
  • Hiring plan and 24-month milestone schedule

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