Designing a GDPR‑ and UK Online Safety Act‑ready serverless plugin system for AI‑driven career assistants on AWS: balancing…

Designing a serverless plugin system for AI-driven career assistants on AWS to meet GDPR and UK Online Safety Act requirements presents several key considerations. By adopting a plugin-based approach with AWS Lambda functions and API Gateway, a product team can achieve automatic scaling, operational simplicity, and reduced infrastructure costs compared to traditional container-based setups.

To ensure compliance, the architecture incorporates explicit consent logging, data minimisation, and audit trails directly within each Lambda function. Shared compliance libraries via Lambda layers reduce duplicated code and simplify version control among plugins. Real-time cost monitoring via Lambda Insights helps keep operational expenses within strict limits.

The core assistant functions as a thin orchestration layer that validates consent before delegating AI capabilities to individual plugins. Each plugin runs in its isolated Lambda environment, preventing interference between plugins. Shared compliance code ensures uniform adherence to GDPR and UK Online Safety Act principles across all plugins.