Responsible AI Platform
Consumer & Biometrics

AI Act Compliance for Retail & E-commerce

Personalisation, biometrics and consumer protection — regulated under the AI Act

Practical guidelines for retailers, webshops and e-commerce platforms to comply with the EU AI Act.

View the compliance checklist

Why Take Action Now?

The AI Act has major impact on the retail & e-commerce sector

August 2025

First obligations come into effect — biometric systems in stores will be banned or strictly regulated

Biometrics = Banned or High-risk

Facial recognition in stores is almost always prohibited under the AI Act

Fines up to €35 million

Or 7% of global annual turnover — regulators will enforce consumer protection

Transparency Obligation

Consumers must know when they are interacting with AI or being assessed by AI

High-risk AI in Retail & E-commerce

These AI applications fall under strict AI Act requirements (Annex III)

Biometric Identification

Facial recognition, emotion recognition and behavioural analysis in physical stores — largely prohibited under the AI Act.

Facial recognition in storesCustomer emotion recognitionBehavioural pattern analysisAI age verification

Credit & Customer Assessment

AI systems that assess customers for buy-now-pay-later, return policies or customer scoring — high-risk when impacting access.

BNPL scoringReturn risk profilingCustomer value scoringCustomer fraud detection

Price Discrimination & Dynamic Pricing

Algorithms that personalise prices based on customer profiles — transparency obligations and non-discrimination requirements.

Personalised pricingSurge pricingA/B test price optimisationAI loyalty pricing

Recommendation Systems

AI that makes product recommendations, personalises content or influences search results — transparency obligations for online platforms.

Product recommendationsSearch result rankingContent personalisationCross-sell algorithms

Specific Challenges for Retail & E-commerce

The AI Act brings unique compliance questions for the retail sector

Navigating the Biometrics Ban

Where is the line between prohibited facial recognition and permitted security? How do you implement age verification compliantly?

Transparency in Personalisation

How do you inform customers about AI-driven recommendations and pricing without disrupting the user experience?

DSA and AI Act Overlap

Online platforms fall under both the Digital Services Act and the AI Act. How do you combine both compliance obligations?

Cross-border E-commerce

Different EU countries, different interpretations. How do you ensure compliance across all of Europe?

Third-party AI in Platforms

Marketplace sellers use their own AI tools. Are you as a platform responsible for their AI systems?

Consumer Rights & Complaints

Customers have the right to explanation for AI decisions. How do you set up a complaints procedure for algorithms?

AI Act Compliance Roadmap

Practical steps for retailers and e-commerce businesses

1

AI Inventory

2-4 weeks

Map all AI systems. From recommendations to pricing, from chatbots to biometrics.

2

Risk Classification

1-2 weeks

Determine which systems are prohibited, high-risk or limited risk. Pay attention to biometrics and customer assessment.

3

Gap Analysis

3-6 weeks

Compare current transparency and documentation with AI Act and DSA requirements.

4

Remediation

3-12 months

Implement transparency labels, customer information, bias testing and human oversight processes.

5

Ongoing Monitoring

Ongoing

Set up processes for continuous monitoring of AI performance and consumer complaints.

What Makes Retail AI Different?

Sector-specific considerations

Biometrics Restrictions

Retail is one of the few sectors where certain AI applications are directly prohibited

Consumer-centric

AI Act and consumer legislation reinforce each other — transparency is central

Platform Responsibility

E-commerce platforms have additional obligations as gatekeepers under DSA and AI Act

Data-intensive

Retail AI processes enormous amounts of personal data — GDPR and AI Act obligations stack

Need Help with AI Act Compliance?

We help retailers and e-commerce businesses with practical implementation

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Updates on AI governance for retail and e-commerce