Automated Interpretable Reasoning (AIR) platform delivering verifiable, transparent AI reasoning to accelerate science and engineering R&D. Targets engineers and researchers—streamlines end-to-end prototype development (especially semiconductor hardware) to reduce technical problem time by ~10× toward 2030.