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