Compare the real options
I assess capability, cost, data handling, availability, lock-in and the effort required to make the provider useful in your systems.
Useful when AI needs to fit into AWS infrastructure, existing security controls and a multi-provider operating model. I help you decide where it fits, what it should be allowed to access and how to measure whether it is creating useful work.
Design the provider boundary, routing, observability, budgets and integration pattern rather than choosing a model in isolation.
I assess capability, cost, data handling, availability, lock-in and the effort required to make the provider useful in your systems.
I define context, tools, permissions, approval points, budgets and the human responsibility around the model.
I turn the decision into a staged workflow with evaluation, observability and a clear measure of accepted work.
I work across OpenAI, Anthropic, Gemini and cloud platforms. The recommendation should follow your workflow, data, team, risk and commercial model rather than a favourite vendor.
Compare tools and architecture ↗Bring the workflow, the constraint or the provider proposal. You and I can work out the most useful next step. Start with a 30-minute call with me.