INSIGHTS
Notes on making AI move real numbers.
AllMethodFinanceCustomerOperationsReal ROI
METHODWhy AI automates the waste unless you change the workflow first
FINANCEThe month-end close is a workflow problem, not a people problem
REAL ROIPicking the one number your AI programme should be judged on
CUSTOMERFrom respond to resolve: what support agents should actually do
OPERATIONSAgents on top of your ERP, without a migration
METHODHuman-in-the-loop is a design choice, not a safety net
One useful note a month.
Workflow-first AI, real cases, no hype.