Legal tech
Better tools. Better legal work.
Product development, workflow improvement and quality assurance focused on legal output. Technology shaped around the work, the users and the decisions that matter.
Discuss an assignmentStart with the problem
An engagement can begin with a workflow, a product idea or an existing tool whose output needs closer attention. We define what improvement looks like before deciding what to build or change.
Legal understanding meets implementation
Stefan combines over ten years as a lawyer with 8+ years in legal tech. The focus is practical: useful tools, clearer processes and legal output that is examined with care.
Find the support you need
Legal tech product development
Develop tools around a real legal need and the people who will use them. Bring legal reasoning, product decisions and implementation into the same conversation.
Explore this serviceWorkflow analysis & improvement
Understand how legal work moves between people, information and decisions. Improve the process around the work, from intake to review and handover.
Explore this serviceAutomation opportunities
Identify where automation could reduce repetitive legal work and where human judgement remains important. Build a clear basis for deciding what is worth pursuing.
Explore this serviceQuality assurance of legal output
QA focused on what your legal tools produce: documents, clauses and legal conclusions. Examine the output against agreed requirements and relevant scenarios.
Explore this serviceA few useful answers
Who do you work with in legal tech?
I work with legal tech startups and other businesses developing or using legal tools. Assignments can involve product development, legal workflows, automated processes and the quality of the legal output.
Can I engage you for product development, coding or legal requirements separately?
Yes. You can engage me to define legal requirements, structure document logic, design workflows, build or code a tool, or review its output. These can be individual assignments or parts of a broader project.
How do you decide what a legal tech project should include?
We start with a conversation about your needs and the outcome you want. Together we distinguish essential functionality from useful additions and agree a scope that gives the work a clear direction.
Can you work alongside our AI engineers and developers?
Yes. I work with AI engineers, backend developers and frontend teams. I can connect legal requirements and output review with the automated process, user workflow and the way a lawyer would work with the tool.
Can you improve how an AI tool interprets legal language?
Yes. My work includes identifying weaknesses in AI assessments and the interpretation of legal words and context. I can restructure legal text and rules into explicit logical expressions that are easier for the system to interpret and assess.
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What are you working on?
Tell us about your situation, your objective and the timing. We will start by defining the right scope.