Structural Correction

Chapter 17: What the Sceptical Board Member Asks

Five adversarial objections to the transitional fund renewal, each individually rational, each answered with evidence rather than argument. The chapter also honestly names where the model has genuine limits.

The quarterly review at which the transitional fund renewal was on the agenda. The claims unit had three quarters of data. The renewals unit had two. A non-executive director named Richard, who had been quiet through the previous reviews, opened his folder.

He had prepared. He was not hostile. He had spent thirty years in operational finance and had seen five transformation programmes arrive with confidence and depart with lessons learned. He had five concerns, and he intended to raise them before the fund was renewed.

“Before we discuss the renewal,” Richard said, “I want to understand the technology dependency. You are asking us to continue reorganising around a capability that is still maturing. What happens when the AI gets it wrong?”

Elena did not argue. She placed the reconciliation report on the table. “The question is not whether the AI is ready. The question is whether we can describe a single critical process in machine-readable terms. Can we?”

The CTO answered. They could. The claims unit's process definition was now in its fourth version. The reconciliation had surfaced four divergences in the first cycle that no human audit had found: a timeout counting calendar days instead of business days, an undocumented re-review step used forty times a month, a silent exemption for low-value claims, and a routing rule that contradicted the published escalation policy. The structural work was the precondition; the AI was the instrument. Whether it is acceptable, regardless of AI, to operate critical business processes that no one can describe, that exist only in the heads of individuals who may leave, and whose actual behaviour has never been compared to their documented behaviour, was the more pointed question. The structural work was operational hygiene the organisation had been deferring for years.

Richard paused. He did not concede, but he moved on.

...

See also: Full contents · Preview chapters · Illusions of Work