For law firms

You're making AI decisions without a technical person on your side.

The vendors understand their systems. You understand the law. The technical questions that sit between those two worlds tend to go unanswered until something goes wrong.

The gap we fill

Most legal AI advisors
come from one world.
The risk lives in the gap between both.

What lawyers see

Privacy policies. Vendor contracts. ISO certificates. Compliance frameworks.

Legal professionals are trained to evaluate documents, so they evaluate the documents. But none of those tell you how data physically moves through a system, who can access it, or what the actual supply chain looks like.

gap

What's technically happening

Data pipelines. Model inference. Supply chain access. Human review of free-tier inputs.

The real risk isn't in the privacy statement. It's in the architecture - where data lands, who touches it, and whether your client information is readable to anyone outside the system. That requires a different kind of reading.

What actually goes wrong

The decisions that create problems six months later rarely look like problems when they're made.

A vendor gets signed before anyone asked what the architecture actually does with client data. A tool gets embedded across the firm before anyone understood what switching away would cost. An internal build goes live before anyone with engineering experience reviewed what it does under real conditions. None of these feel like mistakes at the time. They feel like progress.

How we work together

It starts with mapping what's actually happening.

Before recommending anything, we look at how work actually moves through your firm. Where data goes, which systems touch it, which decisions are being made informally that should be made explicitly. Most firms find things in this process they didn't know to look for.

That mapping drives everything that follows - which vendor claims actually hold up, which tools are worth the cost, what the architecture means for client data, what to build and what to buy. We work on a project basis or as a fractional CTO depending on what the firm needs.

01 The Audit

We map how your firm actually works so you know exactly what to do and in what order.

02 Project

A focused engagement around one concrete goal.

03 Fractional Technical Partner

An ongoing technical partner as the firm grows, buys and builds.

These are the ways we work together and it all starts with the audit.

What clients say

From the firms
we've worked with.

★★★★★

"They broke down our processes, which gave us more control, not less. It saved huge amounts of time and gave us clarity to move towards fixed pricing for clients. They were part of the solution and not just delivering it."

Jolein Mees Managing Partner — Hoorntje Legal
★★★★★

"First they mapped all the processes, identified the pains, and afterwards guided us to a solution. I believe that's the correct approach with AI and I hadn't seen it before. It's now helping us with onboarding and scaling."

Joaquín Cubillos Macaya Founding Partner — Cubillos Lama
★★★★★

"Before working with MPL, we didn't realise how much time was lost in ways we couldn't even see. What changed most was how we think. We now have the clarity and confidence to make every decision on solid ground."

A.C. General Counsel — Natura Life Science
★★★★★

"Rok understands that real ROI is not about onboarding the newest tools, but about understanding your workflows and building the right frameworks around them. He brings both the technical and business insight to map, structure, and redesign processes so they remain flexible enough to adapt to the emerging AI governance landscape. Whether he is advising on emerging risk, helping teams evaluate vendors, or translating technical complexity into clear strategy, Rok brings a multidisciplinary perspective I rarely see."

Jason T. Marett Legal Innovation & AI Leader

Let's talk!

A 15-minute conversation where I listen to what's happening in your firm and tell you honestly whether I can help. If there's a fit, we figure out what that looks like. If there isn't, I'll tell you that too.

Book a free 15-min call