• 9 September 2026

  The objection that people will resist this, addressed to leadership

  Workforce resistance is the most common reason leaders give for why an automation effort will stall, and the fear underneath it is real and measurable. The most-quoted statistic about change failure is not. Here is what the reliable research actually supports, and the design choice that answers the fear instead of confirming it.
• 26 August 2026

  We tried RPA and it failed, and why agents are a different mechanism

  Operators who burned a budget on robotic process automation are right to be skeptical of the next automation pitch. The honest answer is to explain why a model-based agent fails differently, not to insist it cannot fail at all.
• 5 August 2026

  The objection that the data is too messy, and why it argues for a different method, not against automation

  Messy data is real and expensive, and it defeats rules that require clean input. That is exactly why the case for automation rests on a method that reads the data as it is and routes the doubtful cases to a person.
• 22 July 2026

  The hallucination objection, answered

  "Models hallucinate" is correct in the abstract and misleading as a blanket disqualifier. The rate depends on the model, the task, and whether the output is grounded in source text and verified, which is what turns it into a measured, managed quantity.