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Practice area · Data + IP

Data protection, intellectual property, and the technology contracts that hold both together.

AA Partners advises SaaS founders, data-heavy businesses, and companies deploying AI on the practical legal questions that come with handling customer data, licensing software, and protecting intellectual property. The Of Counsel practice combines academic depth (ongoing doctoral research in AI data protection) with day-to-day commercial advisory.

Book a data + IP consultation
/ THREE CAPABILITIES

Where the data + IP practice helps clients move fast without breaking rules.

Data protection compliance

UK GDPR and EU GDPR compliance programmes, data-protection impact assessments, breach response, data-subject-rights handling, international data transfer arrangements.

IP structuring + licensing

IP portfolio audits, structuring IP ownership across group companies, in-bound and out-bound licence agreements, software and SaaS terms, IP assignment in employment and consultancy contracts.

AI + machine-learning advisory

Practical advisory for companies deploying AI: training-data sourcing, model output rights, customer-side AI clauses, EU AI Act implications, and the questions that do not have settled answers yet.

WORK WE TAKE

Six service lines within the data + IP practice.

Each line is led by Özgür Milletsever (Of Counsel) with partner oversight for matters that touch corporate or M&A practice areas.

(01)

UK GDPR + EU compliance

Compliance programmes, privacy notices, data-processing agreements, data-protection impact assessments, registration with the ICO, employee training materials.

(02)

Breach response + ICO liaison

Initial triage when a breach occurs, drafting and submitting Article 33 notifications to the ICO, coordinating customer notifications, and managing any ensuing ICO investigation.

(03)

IP portfolio structuring

Auditing IP ownership across group companies, restructuring to consolidate IP in the right vehicle, ensuring assignment paperwork is in place for contractor and employee contributions.

(04)

Software + SaaS contracts

Customer-side SaaS terms, MSAs and DPAs, supplier-side software-licence agreements, open-source compliance review, escrow arrangements.

(05)

Data-sharing + research agreements

Data-sharing agreements between organisations, research collaboration agreements, joint controllership arrangements, data-trust structures.

(06)

AI-specific advisory

Training-data sourcing questions, model output ownership, customer AI clauses, EU AI Act readiness, transparency obligations under emerging regimes.

[ 01 / 03 ]

The SaaS founder

Typical engagement
- Customer-side MSA + DPA templates
- Privacy notice + cookie banner
- Employee + contractor IP assignment
- On-call advisory subscription
For SaaS companies in the £500k–£10m ARR range that need solid customer contracts, defensible privacy posture, and on-call advisory without hiring in-house counsel. Subscription model usually fits.
Discuss subscription terms
[ 02 / 03 ]

The data-heavy business

Typical engagement
- UK + EU GDPR compliance programme
- Data-protection impact assessments
- Vendor + processor agreements
- Breach-response retainer
For businesses that handle significant volumes of personal data — fintech, ad-tech, health-tech. Compliance programme build-out plus an ongoing retainer for breach-response readiness.
Discuss compliance programme
[ 03 / 03 ]

The company deploying AI

Typical engagement
- Training-data sourcing review
- Model output and IP rights mapping
- Customer-facing AI clauses
- EU AI Act readiness assessment
For companies building or deploying AI features. We work through training-data licensing, model output ownership, what to say to customers about AI use, and how to prepare for the EU AI Act timeline.
Discuss AI advisory
/ THE THREE DEEP DIVES

How we approach the three sub-practices in depth.

PRACTICAL, NOT THEORETICAL
COMPLIANCE + BREACH RESPONSE

A working compliance programme — not a policy library.

Compliance is something a business does, not something it has on a shelf. We build practical programmes: privacy notices customers actually read, DPIAs that capture real risks, vendor agreements that hold under scrutiny, and a breach-response playbook the team can actually execute under pressure.

Discuss compliance
DEALS THAT CLOSE
COMMERCIAL CONTRACTS

IP contracts that survive negotiation.

Licence agreements that protect the IP without making the deal too painful to sign. Software and SaaS terms balanced for both sides. IP assignment paperwork that holds when a contractor leaves on bad terms. We negotiate to a deal — not to a perfect document that never gets signed.

Discuss licensing
CURRENT + FORWARD-LOOKING
EMERGING-LAW PRACTICE

Practical advisory for unsettled questions.

AI law is still forming. Training-data rights, model output ownership, transparency obligations under the EU AI Act — many of these questions do not have settled answers. We advise on what is reasonable given current authority, flag where the law is moving, and help clients make defensible commercial decisions.

Discuss AI advisory
PRACTICE DEPTH

Combining academic and commercial depth in one practice.

Book a consultation
PhDtrack

Of Counsel Özgür Milletsever is undertaking doctoral research on AI and data protection — ongoing depth on the questions the industry is still settling.

UK + EU

Both UK GDPR (post-Brexit) and EU GDPR matters handled. We track divergence on both sides as it develops.

SaaS · Data · AI

Compliance + breach response on data, commercial contracts on IP, and emerging-law advisory on AI deployments.

Scope a data or IP matter.

Book a free 30-minute call with Özgür Milletsever. Bring a one-paragraph description of the matter — a contract you are negotiating, a compliance question, an AI deployment.

Book a consultation

Data + IP consultation

30 minutes. Free. Direct with Of Counsel.

Book a slot

See all services

Practice menu across five areas.

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Email the practice

ozgur@aapartners.co.uk · response in one working day.

Email Özgür

Business-focused legal counsel for international investors. London + Istanbul + Dubai.

167-169 Great Portland Street, 5th Floor, London W1W 5PFinfo@aapartners.co.uk020 3004 5325
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