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.

Chambers UK

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

Recent work highlights

Faster Payment fraud AI platform

Advising the central infrastructure operator for internet and telephone banking in the UK on the setup of a platform for participating financial institutions to track fraud through the Faster Payment system using data analytics and artificial intelligence software.

LLM IP and data implications

Assisting a number of clients across different sectors with the intellectual property, data compliance and commercial model implications of providing services that incorporate large language models as part of their service.

Financial services sector AI tools

Advising a technology solutions provider to the financial services sector on the development of AI tools, including for customer services live chat functions, regulatory compliance, and associated intellectual property issues.

Manufacturing AI compliance

Assisting a developer of AI technology with compliance for AI models used in automated manufacturing, ensuring IP rights and data usage restrictions.

Defence sector AI contracts

Advising an AI solutions provider in the defence sector on technology contracts and commercial matters.

Fintech data provider CRM product

Acting for a Fintech data provider on terms for a new AI-powered CRM product for investment opportunities, mapping data stream rights and data protection obligations.

Predictive maintenance technology

Acting for an AI provider of predictive maintenance technology in its negotiations with a global automotive manufacturer, implementing this technology in several of its global factories.

Strategic media acquisition

Representing the selling shareholders of Oxford spin-out DeepReason.ai, a knowledge graph platform that reveals AI-driven insights, on its acquisition by leading media intelligence SaaS provider Meltwater BV.

Predictive maintenance technology

Acting for an AI provider of predictive maintenance technology in its negotiations with a global automotive manufacturer, implementing this technology in several of its global factories.

Strategic media acquisition

Representing the selling shareholders of Oxford spin-out DeepReason.ai, a knowledge graph platform that reveals AI-driven insights, on its acquisition by leading media intelligence SaaS provider Meltwater BV.

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