Case studies
What this looks like in practice.
Real engagements, described in shape rather than name for client confidentiality. Details shared on a call.
LLM agents in production: a multi-channel payments platform
A multi-channel payments platform with a multi-agent architecture on AWS Bedrock: schema-validated outputs, cost attribution, autonomous WhatsApp flows.
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From bootstrap to multinational acquisition: scaling an insuretech engineering org
Scaling an insuretech engineering org to 20+, ISO 27001, 99.95% uptime, full M&A integration.
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Multi-year delivery on an FCA-regulated insurance platform
Laravel platform delivery in a regulated insurance context: queues, CRM sync, third-party integrations.
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A RAG product recommendation engine grounded in live data
OpenAI function calling with anti-hallucination constraints, grounded in live product data.
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Investor reporting at a UK investment fund: a 25-worker batch PDF pipeline
A 25-worker batch PDF pipeline on Azure, dependable through every reporting cycle.
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