Mentlio was founded by Ashank Shah, Ahmet Demirbas in 2026.

Who are Mentlio's investors?

Mentlio's investors include Kickstart Innovation, Vela Partners, Y Combinator.

Where is Mentlio headquartered?

Mentlio is headquartered in San Francisco, US.

Mentlio

YC S26

San Francisco, US · Founded 2026 · 2 employees on LinkedIn · 3 known investors

Find your way into Mentlio

Paths you didn't know you had: your email and LinkedIn already hold routes to the Mentlio team. We find them for you
2nd- and 3rd-degree connections: the friend-of-a-friend routes that take hours to manually find through your inbox or LinkedIn
Answers now, not in days: momentum is everything in a raise. Skip asking around whether someone knows someone

Days of research, done the moment you sign in, with every route ranked by how warm it is.

Mentlio is an applied research lab that helps enterprise engineering teams measure AI tool spend against delivery on a per-engineer basis and reduce that spend using machine learning-based request routing, context optimization, and prompt compression. It serves companies adopting AI coding tools.

Also known as Adjoint Technologies Inc. · Adjoint

AI & Machine Learning Developer Tools Enterprise Software Machine Learning ProductivityUnited States of AmericaAmerica / Canada

Founders & leadership· Y Combinator alumni (S26)

Mentlio was founded in 2026 by Ashank Shah and Ahmet Demirbas.

Ashank Shah Co-Founder, CEOCo-founder and CEO of Mentlio. Previously studied computer science at Caltech and researched generative and graph-based deep learning for biomedical problems at Dartmouth Health.

Ahmet Demirbas Co-Founder & CTOCo-founder and CTO of Mentlio, Ahmet Demirbas studied computer science at Caltech and has published research on machine learning, NLP, and agents in venues including IEEE, ACM, and BMC.

Investors · 3

Kickstart Innovationlisted by Kickstart InnovationZurich

How we know: Kickstart Innovation's portfolio page · Not right? Tell us

Vela Partnerslisted by Vela PartnersSan Francisco · $100K – $500K

Y Combinatorlisted by Y CombinatorSan Francisco · $500K

How we know: the Y Combinator directory · open dataset · 5k.vc investor directory · Not right? Tell us

Images

Related companies · 4

ClayboardClayboard provides tools for educators to build interactive, group-based learning activities.

ProvisionProvision develops AI-powered software tools for construction contractors to manage complex contracts, drawings, and estimates, reducing project errors and improving profitability.

CodeVizCodeViz is a collaborative diagramming tool that helps software teams visualize code architecture, speed up PR reviews, and maintain living documentation of codebases across multiple programming languages.

SlapdashSlapdash builds a command bar interface that aggregates cloud applications and provides low-latency file-system access to accelerate workflows for knowledge workers.

Companies working in the same space as Mentlio.

Legal entities · 1

corporate structure

Adjoint Technologies Inc.

In the news

Mentlio: Engineering Intelligence & Token Optimization for the AI-coding Eraycombinator.com · Aug 2026

Frequently asked questions

What does Mentlio do?: Mentlio is an applied research lab that helps enterprise engineering teams measure AI tool spend against delivery on a per-engineer basis and reduce that spend using machine learning-based request routing, context optimization, and prompt compression. It serves companies adopting AI coding tools.
Who founded Mentlio?: Mentlio was founded by Ashank Shah, Ahmet Demirbas in 2026.
Who are Mentlio's investors?: Mentlio's investors include Kickstart Innovation, Vela Partners, Y Combinator.
Where is Mentlio headquartered?: Mentlio is headquartered in San Francisco, US.