Moving from AI Experimentation to Operational Adoption
Your AI pilot worked. Now what? Your team tested an AI tool, demonstrated its potential, and generated enthusiasm. But months later, the pilot is still limited to a handful[…]
Who Owns AI Governance? Why Accountability Starts with Leadership
AI governance is a business-wide responsibility that requires clear ownership, practical policies, and ongoing oversight. It starts with leadership. AI is becoming part of everyday business operations. Teams are[…]
What Is a Fractional Chief AI Officer, and When Do You Need One?
A Fractional Chief AI Officer (CAIO) is a senior executive who leads an organization’s AI strategy, governance, risk management, and adoption on a part-time or flexible engagement basis. The[…]
Scaling Case Volume & Strengthening Compliance
Creditors’ rights and mortgage default servicing operate at the intersection of sensitive financial data, complex regulatory requirements, and demanding case volumes. Firms must process information accurately, maintain defensible records,[…]
The Game Inside The Game
Baseball people have a phrase for it: play the right way. It means making the smart play instead of the flashy one. Moving a runner over instead of swinging[…]
Accelerating Case Throughput and Compliance
For mid-market businesses navigating AI adoption, the challenge often comes down to leadership. Who identifies the right opportunities, manages the risks, establishes governance, and makes sure AI investments deliver[…]
Fair Play: Compassion Is What Scales Hardest
Sarah and I have been foster parents for over two decades. We adopted four of our children after many years of temporary care. I mention that up front because[…]
The Sit-In Learns the Book First
A sit-in joins a band that already exists. They learn the book, listen to where the rhythm section is putting the time, understand how the musicians work together, and[…]