AI readiness audit for website, CRM and operations
I evaluate whether your current setup is genuinely ready for AI use cases: data quality, workflow clarity, approved context sources, access boundaries and operational constraints.
You get a realistic opportunity map with practical next steps instead of generic AI enthusiasm.
Need this service for your project?
Describe your task and I will suggest architecture, phases and estimate.
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