Artificial intelligence
Artificial intelligence (AI) continues to revolutionise industries globally, unlocking unprecedented opportunities alongside complex legal and regulatory challenges. From innovative breakthroughs in generative AI to evolving global regulations, businesses must navigate a rapidly changing landscape. At Penningtons Manches Cooper, we empower clients to leverage AI strategically, offering clear and pragmatic guidance that mitigates risk and capitalises on AI’s transformative potential, ensuring innovation aligns seamlessly with compliance and ethical best practices.
Strategic, actionable advice for deploying AI
Our AI practice blends extensive technical expertise with insightful business acumen. Through our specialist team comprising lawyers with hands-on experience gained from in-house roles across multiple sectors, we are uniquely positioned to understand your commercial objectives. We provide strategic, actionable advice for deploying machine learning algorithms, integrating AI into existing products and services, and launching AI-focused ventures.
Our lawyers stay ahead of evolving AI regulations across the UK, EU, and globally, providing up-to-date regulatory guidance that ensures your initiatives remain compliant. We are adept at designing comprehensive AI governance frameworks and compliance strategies that protect clients’ business interests and foster responsible AI usage.


Data protection is central to the responsible implementation of AI. We specialise in advising clients on navigating the complexities of data privacy laws, including GDPR compliance, data anonymisation techniques, and lawful processing for AI systems. Our experts provide detailed guidance on managing data subject rights, conducting data protection impact assessments (DPIAs), and ensuring transparent and ethical data handling practices.
In sectors such as life sciences, we advise clients on navigating complex issues involving AI-driven drug discovery, medical diagnostics, and health technology, particularly around data privacy and IP ownership. In manufacturing, we support clients in deploying AI to enhance efficiency, advising on product liability, safety standards, and commercial agreements involving AI-powered technologies.
Penningtons Manches Cooper’s IT team is brilliant, reliable and responsive. The quality of service is outstanding.
Within the financial services sector, our lawyers guide clients through the intricacies of fintech innovations, algorithmic trading, and AI-enhanced risk management, ensuring robust compliance and clear accountability structures. For technology companies — from startups to multinationals — we advise on AI licensing, commercialisation strategies, and protecting valuable intellectual property assets, helping clients maximise the value of their AI innovations.
We also provide expert support for resolving IT and technology-related disputes arising from AI implementations. Our team has significant experience in managing disputes involving breaches of contract, intellectual property infringements, data breaches, and software licensing issues. We offer strategic advice and representation, ensuring disputes are resolved efficiently and in alignment with your broader commercial objectives.
Our AI practice provides a cohesive global approach, coordinating seamlessly across our international offices and with our Multilaw network partners. This international capability ensures clients benefit from consistent, high-quality advice on cross-border issues, including data transfers, cybersecurity considerations, and jurisdiction-specific AI regulations.
How we help our clients
AI governance and compliance frameworks
AI regulatory guidance (UK, EU and global)
Data protection and privacy advice for AI initiatives
Cross-border data transfer and cybersecurity
Intellectual property strategy for AI innovations
AI and machine learning contract drafting and negotiation
Risk assessments and AI best practice
AI-related dispute resolution and litigation support
Domestic and cross-border acquisitions and disposals and general corporate finance
Investments for private equity houses/VCs including management buy-outs
Employment law guidance and policy development for responsible use of AI in the workplace
In-house training and policy development for responsible AI use
Insights
Useful resources
Recent work highlights
Faster Payment fraud AI platform
LLM IP and data implications
Financial services sector AI tools
Manufacturing AI compliance
Defence sector AI contracts
Fintech data provider CRM product
Predictive maintenance technology
Strategic media acquisition
Predictive maintenance technology
Strategic media acquisition
What our clients are saying
Penningtons Manches Cooper LLP provides ‘no-nonsense and business focussed advice’ to an impressive roster of technology corporates, in addition to university spin-outs.
Penningtons Manches Cooper is recognised for its strength in the technology sector.
Contact us
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