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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.

Agents in Dynamics 365 can now act, not just advise. The decision that matters is which process goes first, and which checkpoints stay with people.

Most AI proposals are pitches, not plans. Here’s what an actual AI solution blueprint needs to cover — applications, data, infrastructure, security, a phased roadmap, and a narrow first proof of concept.