Building a global fintech AI and GDPR compliance framework across 19+ jurisdictions
Our principal consultant served as lead global privacy counsel for a high-growth fintech processing billions annually, designing and implementing the AI governance and GDPR compliance programme across 19+ jurisdictions during rapid international expansion.
Experience of Ita Thomas, CIPP/E, CIPM, LSE AI Ethics · Last reviewed March 2026
Scope19+ jurisdictions
SectorFintech / Payments
RoleLead Privacy Counsel
OutcomeDue diligence ready
Context
The organisation was a global consumer payment platform serving millions of transactions across multiple regions including UK, EU, MENA, Americas, and APAC. As the business scaled internationally, leadership needed to proactively formalise AI governance and privacy controls to meet the expectations of enterprise clients, investors, and regulators ahead of due diligence cycles.
What Was Delivered
Designed and implemented a comprehensive global GDPR privacy framework spanning 19+ jurisdictions including UK, EU, MENA (Dubai, Riyadh, Tel Aviv), Americas (US, Brazil), and APAC (Singapore, Hong Kong, China, Japan, Australia).
Initiated the AI governance programme, establishing risk assessment processes and auditing frameworks for machine learning fraud detection and biometric identity verification systems, positioning the organisation ahead of EU AI Act requirements.
Led privacy by design and default implementation for new AI-powered verification products, embedding GDPR compliance into the product development lifecycle from inception.
Negotiated complex data processing agreements with global enterprise clients and implemented a privacy legal playbook that improved review efficiency by 45%.
Built and managed the cross-regional privacy advisory function across UK/EU, MENA, Americas, and APAC, collaborating with engineering, product, and compliance teams.
Prepared comprehensive evidence packs for counterparties, investors, and internal stakeholders to support due diligence and commercial conversations.
Outcomes
Comprehensive global GDPR privacy framework operational across 19+ jurisdictions.
AI governance programme established with formal risk assessment and auditing frameworks for ML and biometric systems.
Privacy by design embedded into AI verification product development, ensuring GDPR compliance from launch.
Due diligence readiness strengthened, supporting smoother commercial processes.
Client trust signal elevated during enterprise conversations, supporting growth objectives.
Leadership gained clear risk ownership model with cross-regional escalation paths.
Why this matters
Compliance posture is one of the strongest trust signals in enterprise. It takes years to build and can be lost overnight through a single data breach or regulatory fine. For fintech teams scaling internationally, proactively formalising AI governance and GDPR controls is not just risk management; it is a commercial advantage that improves deal velocity, stakeholder confidence, and market access.
This direct experience building global privacy and AI governance programmes for high-growth payment platforms informs PrivacyAlgo's approach to every engagement.
