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owerczuk.dev

AI Consultant in London

RAG systems and AI agents for London enterprises — shipped to production, hosted in the EU

London, United Kingdom

London's fintech & banking / insurance & reinsurance / media & publishing teams — including anchors like Revolut, Wise, Monzo — generate more knowledge than anyone on the team can read. I build RAG systems and AI agents that turn that backlog (specs, contracts, wikis, compliance files) into a searchable answer layer your people use on Monday morning. EU-hosted, privacy-aligned, shipped as working software instead of another pilot parked in a demo environment.

Services

AI Readiness Audit
RAG Development
AI Agents
Strategic AI Advisory
Knowledge Base Automation
EU-Hosted / GDPR-Compliant AI Architecture

What AI actually looks like in London's fintech & banking and insurance & reinsurance stack

Fintech & banking teams sit on documentation that never stops changing. RAG lets a specialist ask a question in plain language and get an answer pulled from thousands of pages of specs, procedures and vendor manuals — with sources. For insurance & reinsurance, AI agents watch regulation and internal-policy feeds and flag what actually touches your business. In media & publishing, the same stack handles compliance reviews and internal policy Q&A without shipping your data to a US-hosted model. Specifically in the United Kingdom: FCA/PRA compliance, SMCR documentation, underwriting knowledge, legal & regulatory Q&A — as the Alan Turing Institute and FCA Innovation document.

Frequently Asked Questions

Pawel Owerczuk
Pawel Owerczuk

AI Agent & RAG Developer

AI Agent & RAG Developer with 10+ years of software engineering experience. Specialized in intelligent AI solutions for enterprises in the DACH & Nordic region.

AI Consulting in London

AI agents and RAG systems for London fintech & banking and insurance & reinsurance enterprises.