Most enterprise AI initiatives don’t fail in development. They fail when their outputs start influencing real-world … Controlled Deployment: A Failure of Control, Not CapabilityRead more
Author: Catherine Gunnell
When AI Has a Face: What Digital Humans Mean for Trust
Meet Dex. She performs at fashion weeks in Paris, New York, and Milan. She models Prada … When AI Has a Face: What Digital Humans Mean for TrustRead more
Would You Trust an AI to Fire You?
When Algorithmic Management Collides with Executive Responsibility Imagine arriving at work on Monday morning to find … Would You Trust an AI to Fire You?Read more
Why Most Enterprise AI Programs Stall After the Pilot
Over the past two years, most large organizations have experimented with AI. They’ve built pilots. Tested … Why Most Enterprise AI Programs Stall After the PilotRead more
AI Governance Becomes Real in the Inner Rings
In the first post, I argued that AI governance starts with mandate, risk appetite, and first-line … AI Governance Becomes Real in the Inner RingsRead more
AI Governance Starts With Mandate, Not Monitoring
Most organizations approach AI governance from the inside out. They start with what feels tangible: That … AI Governance Starts With Mandate, Not MonitoringRead more
When Government Demands Collide with AI Standards
AI ethics doesn’t fail in theory. It fails when a contract includes three words: “any lawful … When Government Demands Collide with AI StandardsRead more
The Autonomy–Accountability Operating Model – Governing AI at Enterprise Scale
Artificial intelligence governance is entering a structural transition—a tipping point. For years, enterprises governed AI primarily … The Autonomy–Accountability Operating Model – Governing AI at Enterprise ScaleRead more
Is Your AI Recommending the Best Product—or the Most Profitable One?
Why Executives Need to Take a Hard Look at AI-Driven Marketing Artificial intelligence isn’t just working … Is Your AI Recommending the Best Product—or the Most Profitable One?Read more
Algorithmic Pricing: Navigating the Collision of Revenue and Reputation
Delta Air Lines recently reaffirmed to US lawmakers that it does not use AI to set … Algorithmic Pricing: Navigating the Collision of Revenue and ReputationRead more