Category: Featured

AI Transformation Is Repeating Every Structural Mistake of Digital Transformation, at Twice the Speed

Most AI deployments are being prepared with readiness frameworks inherited from digital transformation, and the inheritance is producing a category of deployment difficulty those frameworks cannot diagnose. This article traces the structural parallel between AI and the 1979 spreadsheet moment, names the three collisions that arrive together at the point of deployment, and describes what organizational architecture readiness actually requires.

Adolfo M. Carreño · May 18, 2026

Why Transformation Programs Confuse Compliance with Commitment

Most transformation programs record stakeholder alignment in governance forums and then discover, months into implementation, that the alignment was contingent on conditions the forum never made explicit. This article examines the structural mechanisms through which program governance produces compliance rather than commitment, and what a governance architecture designed for commitment durability would actually require.

Adolfo M. Carreño · May 11, 2026

Samsung’s Compounding Crisis: When the Architecture That Built Dominance Becomes the Barrier to Adaptation

Samsung’s 2024 crisis, a thirty percent share price drop, a failed Nvidia HBM qualification, and the first strike in the company’s fifty-five-year history, was not primarily a product or execution failure. It was the visible consequence of a governance architecture designed for industrial-era capital concentration encountering a competitive landscape that requires the distributed authority and organizational speed the architecture cannot produce.

Adolfo M. Carreño · May 4, 2026

Why Steering Committees Approve What Organizations Cannot Deliver

Steering committees approve strategic initiatives while leaving the trade-offs underneath them unresolved, and the unresolved trade-offs migrate downstream to directors and program leads who lack the authority or information to handle them. This article examines why program governance is architected for approval rather than negotiation, and what a forum that admitted what it actually does would require.

Adolfo M. Carreño · April 27, 2026

Corporate meeting analyzing change program resistance, with executives reviewing adoption metrics and “Resistance Analysis” dashboard on screen

The Wrong Diagnosis: Why Change Programs Mistake Resistance for a Communication Problem

When a transformation program flags teams as resistant, it is usually observing something real. What it misdiagnoses is the cause. Resistance in organizational change is rarely a communication problem. It is a structural signal generated by incentive misalignment and unacknowledged interests, and the standard tools for managing it suppress the signal without touching its source.

Adolfo M. Carreño · April 20, 2026

Volkswagen’s Cariad and the Architecture of Impossible Transformation: What Happens When a Manufacturing Giant Tries to Become a Software Company Without Redesigning Itself

Volkswagen invested over 14 billion euros in Cariad and produced one of the most expensive transformation failures in recent corporate history. The strategy was sound. The talent was available. What failed was the architecture: a software organization embedded in a governance structure built for manufacturing, where the logic of one system reliably undermined the other.

Adolfo M. Carreño · March 30, 2026