Why This Matters
Research and field experience continue to show that the majority of AI initiatives underperform not because of the technology itself, but because of unclear readiness, scattered adoption, and lack of prioritisation.
Professionals who take time to diagnose their current position before investing further effort consistently make better decisions and see faster returns on their time.
About the facilitator
Cristina Cristescu is the Founder of Witfuse Solutions and an AI Integration Specialist with over 15 years of experience helping coaches, L&D professionals and technical leaders redesign workflows and build practical AI capability. Her work focuses on turning AI from an interesting experiment into real operational leverage.
What participants say
“I took this assessment and it helped me see clearly where I was losing time and what actually needed to change first. Instead of continuing to try random tools, I finally had a practical picture of my next steps.”
M.D. - QE Consulting
