The Governance Gap & Operational Debt
Automation without sufficiently defined governance can create operational debt.
AI systems may reduce manual effort in one part of the organization while creating hidden operating burden elsewhere through exceptions, rework, oversight, audit gaps, escalation failures, unclear accountability, additional human review, and control requirements.
Operational debt is the accumulated complexity created when automation scales faster than the surrounding organization can absorb, govern, monitor, and correct it.