
Real data, real methodology, real project experience — published openly. No fabricated numbers, ever.
A framework for measuring how organizations adopt AI — dimensions, survey design, and how we classify adoption stages.
Planned benchmarks across common automation workflows — intake, document processing, and follow-ups — based on delivered project baselines.
The 8-dimension readiness framework is live as a free assessment — strategy, data, infrastructure, security, talent, automation, governance, and ROI.
How we estimate AI project costs — scope drivers, pricing ranges, and what drives variance between a pilot and a production system.
Planned research on how teams adopt AI agents — where they succeed, where they stall, and the guardrails that matter.
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