
Building with AI moves fast. Regulation doesn’t. Contracts lag behind technology. And most legal frameworks weren’t designed with models, training data or automated decision-making in mind.
At Founders Law, our AI solicitors support startup and scale-up founders building, deploying or commercialising AI-driven products. We help you ship responsibly, protect value and stay credible with investors, customers and regulators — without slowing innovation.
You build intelligence. We’ll make sure the legal framework keeps up.
Because AI risk is product risk
If AI is core to your product, legal exposure sits inside your model, your data and your deployment choices. Liability doesn’t wait for scale, it compounds as usage grows.
Because regulation is coming whether you like it or not
The UK’s pro-innovation AI approach still expects accountability, governance and transparency. Meanwhile, global customers and investors increasingly expect EU AI Act readiness, even if you’re not EU-based.
Because value lives in clarity
Clear ownership of models, training data rights, licensing structures and customer obligations doesn’t just reduce risk. It makes your business easier to sell, fund and scale.
AI law isn’t a single discipline, it’s still new. It cuts across commercial contracts, regulation, IP, data protection and corporate strategy. Our AI solicitors bring those threads together into advice founders can actually use.

We help founders align legal structure with how their AI product really works, not how a generic template assumes it works.
We advise on:
- Structuring AI-driven products and platforms
- Allocation of risk between provider, customer and end user
- Drafting customer and enterprise AI terms
- Usage rights, output ownership and liability boundaries
- Partner, reseller and API arrangements
- AI-specific warranties and limitations
This is about protecting innovation without killing adoption.

If you don’t know what you own, someone else will decide for you. Our AI solicitors advise on:
- Training data rights and sourcing risk
- Model ownership vs licensing structures
- Output ownership and reuse rights
- Open-source and third-party model dependencies
- IP protection strategies for proprietary systems
- Commercialisation of AI outputs
We help founders avoid accidental IP leakage while keeping products commercially viable.

We focus on practical readiness, not policy essays.
Our AI solicitors support with:
- UK AI risk assessments and governance frameworks
- Preparing for EU AI Act classification and expectations
- Mapping automated decision-making obligations
- Transparency and explainability positioning
- Internal AI policies and deployment controls
- Supporting investor, customer and partner due diligence
This keeps you credible as scrutiny increases.

AI businesses face deeper diligence.We focus on practical readiness, not policy essays.
We regularly support:
- AI-specific investor questions and disclosures
- Due diligence preparation for fundraising and M&A
- Product risk narratives during acquisition
- AI governance alignment for enterprise customers
- Founder exits and post-transaction risk management
This keeps you credible as scrutiny increases.

We’re commercial first, not policy obsessed.
Our advice is shaped by how AI businesses operate, sell and scale — not academic theory.
We understand how AI affects value
From IP ownership to deployment risk, we structure advice to support fundraising, partnerships and exits.
We speak founder, not futurist
Clear answers. No buzzwords. No panic. Just usable legal frameworks.
UK-based, globally minded
As AI solicitors UK founders trust, we help businesses operate confidently across jurisdictions and customer markets.

Backing the next wave of venture capital-backed AI and cybersecurity innovation.
Learn how we partnered with Pallma AI to lead a seed fundraising round to take their company to the next level.
We act as an extension of your team and handle any overflow in specialist areas.
Working across five continents, operating in multiple sectors, with over 400 clients.
Offices in London | Dubai.
As soon as AI becomes a meaningful part of your product, service or decision-making. That could be when you start training models, integrating third-party AI tools, deploying automated decision-making, or selling AI-driven functionality to customers.
Often, yes. Even if your company is UK-based, the EU AI Act can apply if your AI system is used in the EU, sold to EU customers, or integrated into EU-facing products or services. Investors and enterprise customers are also increasingly asking UK AI companies about EU AI Act readiness as part of due diligence.
Our primary focus is founders building and commercialising AI-driven products. However, we also advise businesses deploying AI internally where automation, data processing or decision-making creates material legal or regulatory risk.
Yes. AI businesses face increased scrutiny during fundraising and M&A, particularly around training data rights, model ownership, third-party dependencies, governance frameworks and regulatory exposure.
Speak to our employment law solicitors today and build your team with clarity and confidence.
