We're building AI
that actually understands
your industry.

We deliver intelligent AI solutions for healthcare, financial services, talent, and compliance — purpose-built for each domain, production-ready from day one, and powerful enough to transform how your team makes decisions.

2024
Founded
4
Domain packs shipped
Remote-first
Team structure
Seed
Stage
Mission
"Most enterprise AI fails not because the models are bad — but because they don't know what your industry looks like. We're changing that."

Our mission is to make domain-intelligent AI as accessible as a REST call — so teams in healthcare, fintech, talent, and compliance can ship AI features that actually work in production, without prompt engineering or infrastructure headaches.

Vision

A world where every industry has AI that speaks its language.

We envision a future where building intelligent applications in any vertical is as straightforward as calling an API — with all the domain knowledge, safety guarantees, and structured outputs already built in.

◈Every vertical has first-class AI support
⬡Schema-valid outputs, by default everywhere
◉AI safety is infrastructure, not an afterthought
◇Any team can ship production AI in days, not months
What we believe

Principles that show up in the product.

◈
Domain depth over breadth
Generic AI solves generic problems. We go deep into each vertical — understanding the schemas, regulations, and data structures that make healthcare different from fintech, and fintech different from talent.
⬡
Production-first, always
Every feature we ship is designed for production from day one. Validated outputs, enterprise guardrails, observable workflows. We don't demo things we can't operate.
◉
Modular by conviction
Developers should be able to compose, extend, and replace any layer. Liya Engine is built in layers so teams adopt only what they need — and can swap out what they don't.
◇
Responsible by default
Guardrails are not optional add-ons. Safety, compliance, and data integrity are baked into the core. If it can't be trusted in a regulated environment, it doesn't ship.
Backing

Backed by founders
and domain operators
who've seen the problem firsthand.

Liya Engine is a seed-stage company supported by operators and advisors with deep experience in healthcare, financial services, talent, and enterprise software — the exact industries we build for.

See it in action
◈
Domain operators
Advisors with direct experience in the industries we serve — not just adjacent to them.
◉
Seed-stage capital
Early-stage funding to build the right way — without cutting corners on safety or architecture.
◇
Design partners
Real customers co-designing domain packs with us before they go to production.
Open for conversations

Let's build something
your industry actually needs.

Whether you're evaluating for a specific project, exploring a partnership, or just want to see the platform live — we're easy to reach.

Request demoView the platform