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Mentlio

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Engineering Intelligence and Token Optimization for the AI-Coding Era

S26·Summer 2026·B2B·San Francisco, CA, USA

About

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.

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