FALSE CONFIDENCE METRICS

Control Decay

Control Decay (n.) The gradual weakening of risk controls as the organization grows and changes around them.

Explanation

Controls are designed for a specific context. The business grows. New products launch. New channels open. The controls stay the same. Gaps appear where new activity meets old rules.

Operational Example

A payment fraud control was designed for card-present transactions. The company launches an online channel. The control does not cover card-not-present. Online fraud grows unchecked for a year.

Why It Matters

Control decay is invisible until a loss event reveals the gap. By then, the gap has been exploitable for months or years.

What Most Teams Get Wrong

They set controls and forget them. They do not review controls when the business changes.

What Strong Teams Do Differently

Review controls every time a new product, channel, or process launches. Map controls to current risk, not historical risk.

Related Terms

By Hasan Jaffal
The Second Mind — Weekly writing on AI, risk, and decisions.