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
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
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
Most organizations treat strategic underperformance as a resource problem: not enough time, attention, or investment in thinking relative to execution. Past a certain maturity threshold, that diagnosis misses what is actually happening. Execution capability doesn't just compete with strategic thinking. It displaces it, reorganizing talent, decision rights, and organizational attention around what can be measured, delivered, and repeated.
Adolfo M. Carreño · March 2, 2026
Profitable companies in concentrated markets often don't transform, not because they lack the means, but because their own success actively prevents it. Temporal arbitrage lets leadership defer investment while margins hold. Competency traps make existing skills look sufficient. Performance metrics stay positive long after strategic position has eroded. The Boeing 737 MAX, pharmaceutical R&D cycles, and telecom disruption all follow the same structural pattern.
Adolfo M. Carreño · February 16, 2026
Organizations complete transformations, declare success, and then launch another one a few years later. The problem is rarely execution failure. It is what goes unresolved at the structural level while the program runs. Alignment debt accumulates when the decisions required to sustain change are deferred, and the next transformation is effectively purchased on credit.
Adolfo M. Carreño · January 12, 2026