Lotte Meijs Lotte
Rok Popov Ledinski Rok
About MPL

We built AI where mistakes
had consequences.
Now we help others
avoid making them.

Two people who have been inside the systems being sold to you and can tell you what they actually do.

Why we exist

We recognised the
pattern the moment we started working
with law firms.

Before working with law firms, we spent years building regulated AI systems in global payments infrastructure, environments where data governance was an operational requirement, not a policy document, and where failures had immediate consequences. That background gave us something specific: the ability to read what an AI system actually does, not just what its documentation claims.

Over the past year we've brought that to legal. Working with partners, innovation leads, and consultants across Europe, US, Latin America, and Australia - mapping workflows, evaluating vendors, reviewing architectures, and helping firms make technical decisions they can stand behind.

The pattern is the same: law firms moving toward AI capability before the foundation is ready to support it. The tools are different. The gap is identical.

15+
Law firms supported
70+
Lawyers trained
20+
Risk assessments
2 wks
Avg. time to clarity
The founders

Who we are.

Rok Popov Ledinski

Co-Founder & CEO

Rok Popov Ledinski

Legal AI & Regulated Systems

A couple of years ago I was leading AI initiatives inside global payments infrastructure. Regulated systems, banking licences, the kind of environment where you don't get to say "it probably works." Either you can prove it works, or you go back and fix it.

After working with my first law firm, I started paying attention to what was happening in legal AI and writing about what I was seeing under the hood, and one thing led to another.

Today I host a weekly podcast with some of the leading voices in legal AI, publish weekly in-depth analysis on YouTube, write a weekly newsletter, have authored and co-authored multiple published articles, and been a guest on Law: What's Next and Version Up. Close to 5,000 people in this space follow the work. I've worked with law firm partners, AI consultants, and lawyers building their own AI-native practices across 4 continents.

Lotte Meijs

Co-Founder & CTO

Lotte Meijs

AI Reliability & Data Governance

Being a machine learning engineer in fraud detection means I have spent a big part of my career on one specific question: will this AI system actually work when it matters, or just when conditions are ideal? The systems I worked on processed payments for some of the world's largest companies, and a model that misbehaved didn't just produce a wrong answer. It moved large amounts of money, incorrectly.

When a vendor tells you their AI handles your data securely, or that their model performs reliably on legal documents, I can tell you whether that's actually true. Most people advising on legal AI right now can't do that. They can evaluate the commercial terms. They can check the compliance boxes. What they can't do is tell you whether what's under the hood matches what's on the label.

Work with us

Let's talk!

The 15-minute call is free. We use it to understand your situation and tell you honestly what we'd recommend, including whether working with us makes sense.

Book a free 15-min consultation
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