Blog

Multi-unit food service loses margin at 6:30 PM and again at 11:30 PM. Both get diagnosed as staffing problems. Both are really decision latency — a quantity you can measure, and the one number that makes an agentic AI business case defensible.

Technical debt is rarely approved as a decision. It arrives one reasonable exception at a time, and the bill is paid in change lead time rather than in cash. What it actually costs, and the discipline that builds maintainable systems instead.

An agent can clear reconciliation breaks faster. What it does not produce by default is evidence that a control operated throughout the period. What auditors ask for, where the classic model strains, and how to design the evidence in before the pilot.

Outgrowing your software rarely announces itself with a failure. It shows up as workarounds that became permanent. Five signs the ceiling is your system, not your team.

The limit on agent deployment is not licence cost. It is how many exceptions a finance team can review properly. What one agent really costs in human attention, and how to raise the ceiling.

B2B buyers now prefer a rep-free experience most of the time. Here’s what that means for how ERP vendors and partners need to engage before the first sales call.