Most operational problems do not require a hundred fixes. The Pareto Principle, that 80% of results come from 20% of the inputs, is not a cliche in operations. It is the architecture of every well-run company. The best operators know which areas of their supply chain, their vendor base, their product mix, or their manufacturing footprint is doing the heavy lifting, and they invest accordingly.
AI has not changed this law. It has sharpened it. The 20% is now easier to find, faster to quantify, and more actionable than ever before. What used to take a twelve-week top-tier consulting engagement can now be diagnosed in weeks and executed in months.
That is the Pareto Edge: fewer initiatives, better targeted, executed by people who have actually run operations, accelerated by the tools that make modern decision making possible.
AI applied where it makes sense, not for the sake of AI.
AI is only as powerful as the data feeding it.

