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AI GOVERNANCE & RISK MANAGEMENT · STRATEGIC· AI CONSULTING · OMNICHANNEL PLATFORM & CONTACT CENTER EXPERTISE
MIT found that 95% of AI initiatives never pay off. The 5% that do build governance in from the start.
I decompose what exists, engineer what is possible, then teach the team to run it.
Keep AI a return on investment, not a liability.

Strategy - Value - Builder - Operator
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