Cloud, data & AI platforms
We design, build and migrate AWS platforms with the identity, data, telemetry, resilience and operating controls required for production AI—and the handover required for your team to own them.
What we build
The work is designed for production constraints and for the people who will inherit the system after delivery.
Multi-account AWS environments with identity, network segmentation, guardrails, logging and deployment patterns designed from the first commit.
Lake and lakehouse architectures, ingestion, cataloguing, lineage, access control and staged migration of workloads and data estates.
Serving, orchestration, evaluation and monitoring infrastructure for generative and predictive workloads, instrumented by use case.
Dashboards and alarms bound to runbooks, allocation and budget controls, and recovery objectives that are tested rather than assumed.
Governed by design
Governance becomes operational when architecture exposes the signals needed to identify the actor, purpose, data, model, version, control decision and outcome for a material event.
The handover is part of the build
It is finished when the internal team can deploy, observe, recover and change it using the artefacts and operating model they own.
Exit acceptance test
Deploy a complete environment through the delivery pipeline.
Rollback a controlled change using the documented procedure.
Respond to a rehearsed incident from alarms and runbooks.
Explain the architecture and principal decisions without the delivery team.
Implementation lead
Co-founder · AI & data implementation lead
John is a cloud architect formerly of AWS Professional Services. He holds thirteen AWS certifications and the AWS Golden Jacket, and has architected and delivered production migrations and integrations for major banks, manufacturers and government bodies.
He has worked every side of an engagement, from writing the RFP through to handover, and builds for the team that will inherit the system.
Start with one real problem
Describe the workload, current estate, material constraints and the operating outcome required.