Tweaklogic Information

Tweaklogic builds complete, production-ready Edge AI solutions for industries where intelligence must run reliably at the edge. We bridge the gap between complex AI experimentation and rugged, real-world deployment in the Defense, Mining, and Agriculture sectors. Our platform de-risks autonomous projects by providing a vertically integrated stack: ■ Hardened Embedded Security From Hardware Root of Trust to signed firmware, we protect your AI models and data from the silicon up. ■ Custom Embedded OS We specialize in TLOS and TLRTOS (Zephyr and Linux-based), optimized for high-performance AI workloads and low-latency inference. ■ Edge AI & MLOps We manage the entire lifecycle, from training infrastructure to optimized deployment on NPU, GPU, or TPU architectures. ■ Fleet Management Robust, Mender-based OTA infrastructure for secure global deployment of firmware and AI model updates. At Tweaklogic, we reduce time-to-market for autonomous systems, moving you from prototype to production fleet with defense-grade security and end-to-end engineering expertise.