"The APID Edge Proof-of-Concept proves our process works on minimal hardware," said Robert Freeman, Founder and CEO of BioNAV. "That means the performance ceiling is wide open. Deploy on GPU, TPU, or NPU (smartphone) processing architectures, and you'll see 10–50x throughput gains... potentially creating a new revenue source for manufacturers in 2026 from their existing air filtered products."