What we build Case studies FAQ About Pilot waitlist
Fractional legal engineer

Legal AI is boring.

Everything, even the greatest innovation, becomes boring when people talk too much about it.

I help law firms automate the repetitive parts of their job, building stuff. Sometimes with AI, sometimes with no-code, sometimes with plain old automation.

I'm a fractional legal engineer, whatever that means. Legal engineer seems to be in fashion today. I join your team, I build you stuff, trust develops, I build you more stuff.

Who we help Lawyers Accountants HR teams Real estate Small businesses
As featured in
ABA Journal Legal Futures Cornell LII The Lawyerist Law21 Crafty Counsel Lawyernomics
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ABA Journal cover: Self Starters. Women are squarely in the picture where law and technology combine. ABA Journal cover story on women in law and technology
What we build

Things I build

Every card below is a working prototype you can open and test. This is roughly what a first build looks like. Yours would be shaped around your own documents, workflows and playbooks, so it may look substantially different.

Side A
01

Document creation

Try it
02

Document review

Try it
03

Relationship & obligation maps

Try it
04

Legal chatbot

Try it
Side B
05

Document retrieval

Ask us about this
06

Document classification

Try it
07

Client outreach

Ask us about this
08

Custom workflows

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Not everything is worth building from scratch.

Tools we work with

No-code, automation and AI platforms we reach for, depending on what the build actually needs.

HubSpot
Make
Airtable
Zoho
Zapier
n8n
Claude
WordPress
Webflow
Framer
Case studies

What this looks like by trade

Some case studies we have worked on.

Lawyers

Retyping the same details into every new contract

An in-house team had to draft a separate contract for each prospective client, retyping the same data into a single template every time.

Built
A document generation tool connected to an external form. The data is pulled in automatically and the contract fills itself.
Result
Drafting time cut from 40 minutes to under 3.
Small business, Music

Filing and sending applications to collecting societies

Notifying collecting societies about every concert was time-consuming and overwhelmed the admin team at a music production company.

Built
Automated document creation and submission, connected directly to their concert database.
Result
No more re-typing the same details by hand.
Lawyers

Clustering and ordering contracts

Engagement letters, correspondence and statements were dumped into one folder per client, undated and unsorted.

Built
Document classification & retrieval.
Result
Folders sorted and searchable overnight.
Lawyers

Irrelevant results with legal databases

Small law firms need access to more databases. Some are free, but the search is bad.

Built
A filtering search engine that sits on top of the free one.
Result
More relevant, better results.
HR teams

The same policy question, answered by a human, every time

An HR consultancy was answering near-identical leave and benefits questions across every client account, all by email.

Built
Client intake & support chat.
Result
8 in 10 queries resolved with no human involved.
Small business

Every supplier contract read line by line

A small operator reviewed every new supplier and vendor agreement personally, with no legal team to lean on.

Built
A document review tool, RAG-augmented against open-source playbooks.
Result
Risky clauses flagged automatically, with the source highlighted.
Project by project

Book me for a project only

If you feel your automation needs are limited, I'm happy to work on a project-by-project basis. One clear problem, one tool that solves it, and no ongoing commitment. This is what it would look like.

3–5 weeksfrom diagnostic call to delivery
Fixed priceagreed in writing before I start

Good for projects like

  • Turning your most-used templates into documents that fill themselves
  • A client intake form that creates the file and sends the engagement letter
  • Sorting years of unsorted documents into something searchable
  • A contract review assistant trained on your own playbook
Book the discovery call

No retainer, no long-term commitment.

  1. 1

    30-minute discovery call

    30 mins

    You tell me what's eating your team's time. I ask a lot of questions and tell you honestly whether it's worth building something, whether an existing tool already does the job, or whether it's not worth automating at all.

    You get: a straight answer, and a rough idea of what a solution could look like.
  2. 2

    Longer diagnostic call

    1–2 hours

    We go through the real process step by step: the documents, the tools you already pay for, who does what and where things get stuck. Then we pick the one thing that will make the biggest difference.

    You get: a short written scope with what I'll build, the timeline and a fixed price.
  3. 3

    First prototype build

    1–2 weeks

    I build a working first version using your own templates, data and wording, not a generic demo. It connects to the tools you already use wherever possible, so nobody has to learn a new system.

    You get: a link to a working tool you can try on a real case.
  4. 4

    Testing and iterations

    1–2 weeks

    Your team uses it on real work. You tell me what's missing, confusing or annoying, and I adjust it. This is where a prototype turns into something people actually want to use.

    You get: a tool that's already been tested by the people who'll use it every day.
  5. 5

    Final project delivered

    Handover

    I set the finished tool up in your own accounts, walk your team through it and leave a short guide in plain language. If you want, I can keep it running and fix small issues for a modest monthly fee. If not, it's yours.

    You get: a finished tool you own, a trained team and a guide for when I'm not around.
FAQ

FAQ

What do you do?

I'm a member of your team, from outside your team. I build, test and tinker with solutions that improve your legal work, be it workflows, document automation, legal search or something else.

We develop a long-term relationship: you trust me, I trust you, you give me problems, I find solutions. Or I look at your workflow and suggest a better course of action. I test a lot and tinker a lot, and any new thing you see around, I'll test and tinker with for you. If it makes sense.

Who are you?

I'm an ex-lawyer, so I understand your pain points, and I've worked 12 years in legal tech. I've always liked building stuff and solving problems. More about me.

Isn't it cheaper to just buy a SaaS?

Yes, sometimes it is, definitely! I won't build you something if the SaaS is cheaper or better. Sometimes what I do is simply roll out that SaaS for you and integrate it with your other platforms. Other times I build stuff, if that's the best option. Other times it's a no-code platform plus custom development.

Here comes lawyers' favourite answer: it depends.

Does every build involve AI?

No. Document generation, for instance, is often plain automation. We also use a lot of no-code tools.

Will AI be there tomorrow?

Honestly, I don't know. I have a feeling it may progressively degrade. That's why I don't only use AI.

What if I don't like the way you work?

Hire me for a month and then let's see what we can do together.

Let's have a 30-minute call and we'll tell you what we think.

Book a call