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 · Open models · Business · Distribution
Meta AI is a platform choice, not a strategy.
Worth watching where open models, social channels, business messaging or consumer distribution are part of the opportunity. 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.
Assess capability, hosting, integration effort, commercial fit and the controls needed before putting it into a workflow.
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 a Meta AI 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.