Applying the Operational AI Maturity Model to the function where AI moves from executing rules to making judgment calls. The Accounts Payable and Accounts Receivable modules of this series examined whether an enterprise controls its spending and earnings. Both functions are governed by rules. In AP and AR, AI is primarily used for tasks like … Read more
How the Operational AI Maturity Model reveals whether your commercial activity really turns into cash you can count on. Every enterprise books revenue with confidence. But far fewer can say, with equal certainty, how much of that revenue will actually be collected, when it will arrive, and what it will cost to collect. That gap—between … Read more
Applying the Operational AI Maturity Model to the Function that Reveals How Your Enterprise Actually Works Accounts Payable sits at the intersection of finance, procurement, operations, vendor management, internal controls, ERP design, and executive reporting. While most organizations treat AP as a back-office function, it actually provides one of the clearest diagnostic windows into whether … Read more
Introducing the Operational AI Maturity Model Most enterprise AI initiatives do not fail because of technology. They fail when organizations automate unclear processes, connect fragmented data, digitize weak controls, and assume a new platform will fix an outdated operating model. This is the uncomfortable reality behind many AI pilots, RPA programs, ERP upgrades, and shared … Read more