Svetlova LLP

Artificial Intelligence

Empowering AI Startups: Full-Service Legal Support for the Next Generation of Innovators

The rise of artificial intelligence (AI) has sparked a wave of innovation across industries, and at Svetlova LLP, we recognise the unique challenges and opportunities faced by startups entering this fast-evolving space. Our comprehensive legal support helps AI-driven startups navigate the complex legal terrain—from incorporation through to scaling globally—ensuring compliance, protection, and growth.

We blend deep legal knowledge with a genuine passion for innovation. Whether you’re building the next Large Language Model (LLM), launching a predictive platform, or deploying AI in a legacy industry—we’ll ensure your legal groundwork is as forward-thinking as your technology.

Contact us today to book a consultation and discover how we can support your AI journey from day one.

Incorporation and Structuring

Before an algorithm is trained or a product launched, sound legal foundations are essential. We advise on:

• Choosing the right company structure (Ltd, LLP, or overseas subsidiary)
• Company registration
• Shareholder agreements and founder arrangements
• Enterprise Investment Scheme (EIS)/ Seed Enterprise Investment Scheme (SEIS) compliance for early-stage investment
• Drafting scalable Articles of Association with tech-centric provisions

Data Protection and Compliance

AI development often hinges on the lawful use of data. We assist in:

• Ensuring compliance with UK GDPR and Data Protection Act 2018
• Drafting Data Protection Impact Assessments (DPIAs) for automated decision-making
• Creating bespoke privacy policies and internal data governance protocols

Intellectual Property and Licensing

Startups must protect their innovations while avoiding infringement:

• Advising on copyright, database rights, and patents for AI models and outputs
• Drafting IP assignment and licensing agreements
• Structuring data and model licensing agreements

Ethical and Regulatory Considerations

With regulators watching AI closely, especially in fields like recruitment, healthcare and finance, ethical deployment is now a commercial requirement:

• Drafting AI use policies and internal governance frameworks
• Advising on the EU AI Act, UK’s forthcoming digital regulation, and algorithmic fairness
• Supporting compliance with sector-specific codes (FCA, ICO, NHS, etc.)

Robust Commercial Contracts

From pilot schemes to SaaS deployments, we draft and negotiate:

• Partnership and white-label agreements
• Liability clauses and indemnities tailored for algorithmic outputs

Immigration and Hiring Support

AI startups need top talent, often from across the globe. Our immigration team provides:

• Skilled Worker,Global Talent, and Innovator Founder visa applications
• Sponsorship licence setup and ongoing compliance
• Bespoke relocation advice for founders and teams
• Employment contracts

Commercial Lease or Property Acquisition

AI startups need office spaces and sometimes server storage to operate their business. Our property team provides legal services for:

• Commercial Leases
• Buying and Selling Property

Litigation & Risk Advisory

When things go wrong, we offer rapid, strategic support:

• Defending claims involving AI misuse or output liability
• Challenging unfair automated decisions (e.g., in immigration or procurement)
• Advising on defamation and reputation risks linked to generative content