Mentlio

What is Mentlio?

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.

From the website

Mentlio | Engineering intelligence and token optimization

See what AI costs, what it produces, and prove AI ROI. Mentlio measures locally, cuts token waste, and keeps prompts and source code on-device.