MarkosWebWeb intelligence for the agentic economy

Mentlio

ActiveAI-native

Engineering Intelligence and Token Optimization for the AI-Coding Era

mentlio.comAI readiness report

What it does

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.

Its site says now · captured 2026-08-23

mentlio | Enterprise AI adoption intelligence

Mentlio measures enterprise AI adoption, quality, training gaps, and ROI without collecting prompts or source code.

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