Mentlio
Engineering Intelligence and Token Optimization for the AI-Coding Era
About 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.
Public traction evidence
Each signal links to the public source used for attribution.
- X
Your team is spending more on AI than you can explain.
Your team is spending more on AI than you can explain. Today, we’re launching @Mentlio (YC S26). We turn AI coding spend into a measurable unit: cost per PR, reuse, and downstream quality, benchmarked against industry. We also cut waste without touching your prompts, via cache
- X
anthropic/openai could bake auto-routing, context compression, optimizing cache hits etc.
anthropic/openai could bake auto-routing, context compression, optimizing cache hits etc. into cc/codex. hard to imagine they're excited ab features that cut token usage and by ext revenue ig we're all sponsoring fable 6.. or just use @Mentlio and save some 💵👀
- X
is this agi
is this agi
- X
tried automated outbound - might be top 3 scams oat
tried automated outbound - might be top 3 scams oat
- X
god bless these anthropic & open ai yc credits
god bless these anthropic & open ai yc credits
- YouTube
Mentlio Launch Video
Embedded in the official Mentlio YC company page.