Mentlio

Mentlio YC Application

Summer 2026Active

San Francisco

Mentlio went through Y Combinator in the Summer 2026 batch as a B2B company. Below: what the company does, who founded it, and its application to YC, reconstructed question by question in the real YC form.

YC batch
Summer 2026
Industry
B2B
Location
San Francisco
Status
Active
Launched
2026

Founders

  • Ashank Shah
    Ashank ShahFounder/CEO
  • Ahmet Demirbas
    Ahmet DemirbasFounder/CTO

What Mentlio 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.

Mentlio's YC application, reconstructed

Y Combinator application

Mentlio, Summer 2026 batch. The real form questions, answered from public data.

  1. Founders2
  2. Company7
  3. Progress7
  4. Idea4
  5. Equity3
  6. Curious2
  7. Batch Preference1

Company

Company name

Mentlio

Describe what your company does in 50 characters or less.

AI spend optimization for engineering teams

What is your company going to make? Please describe your product and what it does or will do.

Mentlio is building a platform that helps engineering teams at modern enterprises connect their AI spend directly to engineering delivery, down to each developer. Our product cuts about 30% of AI costs using custom ML-based routing, context optimization, and prompt compression.

Where do you live now, and where would the company be based after YC?

We live in San Francisco, CA. The company will continue to be based here after YC.

Explain your decision regarding location.

San Francisco is still where the most ambitious AI and engineering teams are building. Being here helps with hiring and staying close to our early customers.

21 more answers in the full application

Founders, Progress, Idea, Equity, Curious, Batch Preference are in the full version. Create a free account to open it in YC Insights, next to every other YC batch.

Frequently Asked Questions

Is this the real Mentlio YC application?

No. Y Combinator keeps submitted applications private. This is a reconstruction: the real YC form questions, answered from Mentlio's public data (launch notes, founder backgrounds, product description). It shows how a company like Mentlio would present itself to YC, not the text they submitted.

What YC batch was Mentlio in?

Mentlio was part of the Y Combinator Summer 2026 batch.

Who founded Mentlio?

Mentlio was founded by Ashank Shah, Ahmet Demirbas.

What does Mentlio do?

Engineering Intelligence and Token Optimization for the AI-Coding Era

How do I read the full reconstructed application?

Create a free Round Funded account. The full 26-answer version of Mentlio's application, and every other YC batch, is in YC Insights.

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