Advice designed for the way the business actually operates.
AI legal work is most useful when it starts with the product rather than the regulation. We map how a system actually works: what data enters it, which models and vendors are involved, what outputs are produced, which teams rely on those outputs and where consequential decisions are made.
From that map we identify the legal controls that belong in product design, contracts and internal governance. Depending on the use case, this may include prohibited-use rules, human review, transparency notices, evaluation records, vendor restrictions, logging, escalation routes and evidence for future regulatory questions.
We advise both developers and deployers on the EU AI Act, sector-specific obligations and the relationship between AI regulation, GDPR, consumer protection, employment law and product liability. Rather than treating these regimes as separate checklists, we build a joined-up operating model that can be maintained as systems change.
We also advise on software ownership, training data, output rights, open-source components, API terms, foundation-model contracts and technology transactions. The objective is a legal position that engineering, product and commercial teams can operate without translating it from a memo every time.
How we run matters
Map the system
We document the real model and data flow before deciding which obligations and controls apply.
Put controls into workflow
Approval, evaluation, documentation and escalation are designed around the teams that will actually operate them.
Connect product and contracts
Customer commitments and vendor dependencies are reconciled with the technical architecture so the business is not promising something the system cannot deliver.
Representative experience
Designed a AI governance framework for a European HR technology platform using multiple third-party models, including use-case classification, approval gates, evaluation records and customer-facing AI terms.
Cross-border delivery
Lexbridge teams coordinate matters through our offices in Berlin, London, Brussels, Bratislava, Prague, Amsterdam and Dublin. Where local law advice is required outside our own coverage, we instruct specialist local counsel while retaining a single Lexbridge lead for scope, communication and delivery.
That structure gives clients one accountable team without pretending that complex cross-border work can be reduced to a single jurisdiction. It also allows legal advice to stay aligned with commercial timelines, product launches and board decisions.