
Engineering Intelligence and Token Optimization for the AI-Coding Era
Mentlio an applied research lab focused on optimizing AI ROI for the modern enterprise. We help engineering teams draw a line between their AI spend and delivery, per engineer. We then cut ~30% of AI spend via Mentlio's custom ML-based intelligent routing, context optimization, and prompt compression. Mentlio is a Y Combinator company (Summer 2026). YC-listed status: Active.