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.
AI provider expertise · Models · Claude · Safety
Anthropic is a platform choice, not a strategy.
A strong option for teams prioritising careful reasoning, long context and controlled use of agent capabilities. I help you decide where it fits, what it should be allowed to access and how to measure whether it is creating useful work.
Where I help
Make the provider serve the workflow.
Compare quality, context strategy, data handling and operating cost against the job your business needs done.
Set the operating boundary
I define context, tools, permissions, approval points, budgets and the human responsibility around the model.
Build and measure
I turn the decision into a staged workflow with evaluation, observability and a clear measure of accepted work.
Provider-neutral advice
The best provider depends on the job.
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 ↗Work with me
Have an Anthropic decision to make?
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.