Tagged "organizations"
14 essays · All essays
Strategy Looks Different When You Have Had to Sell It
AI has made strategy generation nearly costless while the ability to evaluate options against execution reality has not scaled.
Your Job Was Never the Job
Between 57 and 60 percent of knowledge work is not the work — it is the translation layer that exists because the execution layer is human.
The End-to-End Operator: Why the Most Valuable People See the Whole System
As AI cheapens execution and amplifies abstraction, the scarce skill is end-to-end visibility — the cognitive habit of moving between abstraction layers, diagnosing root causes…
The Business-IT Divide Was a Workaround. AI Is Removing What Made It Necessary.
The separation of business and IT was never an organizational preference — it was a rational workaround for a complexity problem.
The Org Chart After AI: Fewer Layers, More Friction
AI cheapens coordination but makes alignment more expensive — flattening without redesign creates instability
The Dissipation Gap
The real AI advantage is not the technology — it is the distance between what is possible and what your organization can absorb
You Are Measuring the Wrong Things in the AI Era
When output is no longer the constraint, the metrics that built your organization become the thing holding it back
The System Is the Product
A framework for understanding why improving outcomes requires improving the system that generates them, and why AI makes system design the dominant factor in performance
What AI Actually Changes in Large Organizations — and What It Does Not
AI compresses the cognitive layer of organizations — the phases, layers, and coordination that existed to manage human limitations — while leaving politics, physics, and…
Four Skills for the AI Era
The capabilities that matter most in an AI-saturated job are not technical.
The SaaS Collapse
A framework for understanding which SaaS products survive AI platform commoditization and why domain knowledge is the only durable moat
Why Project Management Is About to Look Very Different
AI is compressing the cognitive scaffolding of project management. The phases that remain are the ones that serve physics, politics, and accountability — not information processing.
How Many Tokens Come With My Job?
AI access is following the same arc as mobile phones, laptops, and internet. The companies that understand this are hiring from the companies that don't.
Fine-Tune Your Organization
Your company spent millions on knowledge management. The return was a graveyard with excellent uptime. Here's what organizational fine-tuning looks like instead.