by Mike Mullin | AI Readiness & Operational Transformation
Shadow IT has been a known problem for years. Shadow AI is newer, faster, shinier – and far harder to detect. What most organizations have not yet recognized is that these two risks are no longer separate. They have merged. Shadow AI now attaches itself to...
by Mike Mullin | AI Readiness & Operational Transformation
Commercial real estate is not struggling with AI capability. The models are ready. The gap is implementation. Most of what gets labeled as AI in CRE today is either a chatbot connected to a document repository or a generic productivity tool repackaged as innovation....
by Mike Mullin | AI Readiness & Operational Transformation
AI capability isn’t the struggle in most organizations. The models work. The tools are available. The licenses have already been purchased. What organizations struggle with is something far more familiar and far less glamorous. AI rollouts stall because the...
by Mike Mullin | AI Readiness & Operational Transformation
AI Is Transforming Business – and Quietly Expanding Your Risk Surface AI tools have become the new accelerators of modern work. Employees use them to draft reports, summarize meetings, generate marketing content, analyze data, and speed up workflows. The...
by Mike Mullin | AI Readiness & Operational Transformation
Why AI Adoption Fails in PE-Backed Portfolios and Commercial Real Estate AI purchases are accelerating across commercial real estate and PE-backed portfolios. A tool gets approved, the contract gets signed, a few internal announcements go out… and then adoption...
