PRODUCTS

Problem: Real-world physical environments generate noisy signals that standard cloud software cannot process in real time without latency or data loss. What we're building: Edge-compute units combining custom microcontroller telemetry with lightweight local inference.

• Stage: Active laboratory validation
• Focus: Hardware-software integration for real-time sensor environments
• Intended Impact: Reliable real-time decision making without cloud latency

Problem: Standard large language models exhibit variance and hallucination when evaluating complex structured datasets or strict standard operating procedures. What we're building: A deterministic logic layer framing model outputs with rigid rule enforcement.

• Stage: Prototype testing and validation
• Focus: Combining neural processing with rigid symbolic logic
• Intended Impact: High-throughput, zero-variance verification for critical logic workflows

Problem: Connected devices operating in untrusted environments are vulnerable to identity spoofing and perimeter breaches. What we're building: Cryptographically verifiable device identity protocols embedded at the hardware level.

• Stage: Early experimentation
• Focus: Zero-trust physical device attestation
• Intended Impact: Hardware-level security for industrial and embedded IoT nodes