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4 posts tagged with "GDPR"

EU General Data Protection Regulation

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ISO 27701: Privacy Information Management for AI Systems

· 6 min read
David Sanker
Lawyer, Legal Knowledge Engineer & UAPK Inventor

ISO/IEC 27701:2019 extends ISO 27001 with a Privacy Information Management System (PIMS). It adds privacy-specific clauses and controls on top of the ISO 27001 management system, mapping to GDPR, CCPA, and other major privacy regulations.

For organizations already certified to ISO 27001, adding ISO 27701 extends the existing management system rather than building a new one. The incremental effort is roughly 30–50% of the original ISO 27001 implementation, depending on how mature your privacy practices already are.

For AI systems that process personal data, ISO 27701 is the most rigorous international framework for demonstrating privacy compliance. The EU Commission has indicated that ISO 27701 certification can support GDPR adequacy assessments and serve as evidence of compliance under GDPR Article 5.

UK AI Regulation: The FCA, ICO, and the Principles-Based Approach After Brexit

· 5 min read
David Sanker
Lawyer, Legal Knowledge Engineer & UAPK Inventor

The UK made a deliberate choice not to copy the EU AI Act. After Brexit, the government opted for a cross-regulator, sector-specific, principles-based approach to AI regulation — lighter-touch by design, aiming to position the UK as a pro-innovation AI jurisdiction.

In practice, "lighter-touch" doesn't mean "ungoverned." It means the rules live inside sector regulators — the FCA, ICO, PRA, CMA — rather than in a single prescriptive statute. For AI teams building products for the UK market, understanding this distributed regulatory structure is essential.

MiCA and AI Agents: What Europe's Crypto Regulation Requires at the Agent Layer

· 4 min read
David Sanker
Lawyer, Legal Knowledge Engineer & UAPK Inventor

MiCA — the EU's Markets in Crypto-Assets Regulation — became fully applicable to Crypto-Asset Service Providers (CASPs) on December 30, 2024. If you operate a crypto exchange, custody service, or trading platform in the EU, you are now subject to MiCA's full requirements.

AI agents that automate crypto transfers, execute trades, manage wallets, or provide investment advice on crypto assets are in scope. MiCA doesn't have an exemption for "it's just an algorithm."

GDPR and AI Agents: What Article 22 Actually Requires

· 4 min read
David Sanker
Lawyer, Legal Knowledge Engineer & UAPK Inventor

GDPR Article 22 is the one provision most AI teams misread. It says EU data subjects have the right not to be subject to "a decision based solely on automated processing" that produces legal or similarly significant effects on them.

The common misreading: "our AI only makes recommendations, so Article 22 doesn't apply."

The problem: regulators and courts have steadily expanded what counts as a "significant effect." A loan denial, an insurance quote, a job screening shortlist, a fraud flag that freezes an account — all of these have been held to trigger Article 22 rights. If your AI agent's output feeds directly into a decision that affects a person's access to money, services, or employment, you are likely in scope.