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AWS Serverless means you run applications without managing servers. Services like Lambda, DynamoDB, and API Gateway automatically scale with demand and you only pay for actual usage. This eliminates idle server costs, reduces operational overhead, and lets your team focus on building features instead of maintaining infrastructure.

I build on AWS Bedrock, which processes data in the EU region (Frankfurt) and doesn't use your data for model training. All my AI architectures include data residency controls, consent management, and audit trails. I design for GDPR compliance from the start — it's not an afterthought.

A Fractional CTO engagement typically starts with a technology audit and strategy session. From there, I work with you on an ongoing basis — usually a few days per month — covering architecture decisions, team mentoring, vendor evaluation, and roadmap planning. You get C-level expertise without the full-time salary.

Most clients see 40-70% cost reduction after migrating to serverless. The savings come from eliminating idle compute costs, reducing ops overhead, and paying only for actual usage. I provide a detailed cost analysis before any migration to quantify your specific savings potential.

Yes. I work with clients across Europe and beyond, with experience in cross-border data compliance and multi-region AWS deployments. My GDPR expertise is particularly valuable for companies operating in or selling to the EU market.

It depends on the scope. A serverless architecture review takes 1-2 weeks. An AI agent MVP typically takes 4-8 weeks. A full cloud migration can span 2-6 months. In a free initial call, I'll map out a timeline tailored to your specific needs and priorities.