Real R&D. Frugal AI.
We don’t believe in “bigger is better.” We believe in “smarter is better.” We build small, specialized models that do one thing perfectly: augment your IP expertise.
Why Frugal matters.
Huge generic models are slow, expensive, and hallucinate. Our frugal models are engineered to be lightweight. They run locally or on sovereign clouds, consume 10x less energy, and give you sub-second answers.
We are not wrappers.
Prompt engineering isn’t a tech stack. We do the hard math. We have our own research team, our own datasets, and our own training pipeline. Lipstip is not a generic chatbot plugged to an UI : it’s your very own expert assistant, trained by and for experts.
The 4 Pillars of Lipstip Tech.
Sovereign
We own the stack. We host in Europe.
Frugal
Efficient code. Fast inference. Low carbon.
Expert
Trained on real legal data, not the whole internet.
Explicable
Structured outputs you can actually use in court.
A tech with it’s own principles.
Sovereign
Models and data controlled, trained and deployed in Europe.
Transparency
Explainable systems with documented behaviors and evaluation methods.
Speed
Real-time similarity insights without compromising accuracy.
Deep dive into the core modules
Explore the technologies that power Lipstip — from our similarity engine to our training data and model internals. Each component has its own story, logic and purpose.
Triple matching algorithm
Explore how our Triple Matching Algorithm works.
AI Core
Home made. Trained by experts. Builded for you.
Lawcase database
We are developing features new features. Discover what tool is made for you.