SAP Chief Quantum Officer: AI is about to commoditize intelligence. Better decisions will be the next competitive advantage

Artificial intelligence is rapidly becoming table stakes. Within a few years, every large company will have access to broadly similar predictive capabilities. And when prediction becomes a commodity, it stops being a source of competitive advantage.

The next frontier is not knowing what might happen. It is deciding what the enterprise should do about it — across thousands of interconnected choices, competing objectives, and finite resources. This is the decision-making gap, and it is where much enterprise value will be won or lost over the next decade.

 The Problem No System Was Built to Solve

Consider the final weeks of every financial quarter. The Accounts Payable team is holding payments to protect liquidity. The Accounts Receivable (AR) team is accelerating collections to hit the receivables target. The sales team is deciding which deals to pull forward, which AR disputes to escalate, and which customers to offer a concession. Three functions, each making the rational local decision,  and together producing an outcome that would not have been chosen for the enterprise as a whole.

AI can predict which opportunities are likely to close, flag which receivables are at risk, and estimate whether a commercial concession might improve close probability.

But prediction does not answer the question that ultimately matters:

What should the company actually do?

A discount may protect revenue while eroding margin. Resolving an AR dispute too quickly may protect cash but signal financial weakness. Pulling a contract forward may secure short-term revenue while damaging a strategically important relationship. These decisions cannot be made function-by-function. Executive attention, legal capacity and commercial resources are finite. Sales decisions ripple through finance, cash flow, delivery, risk and future customer value.

The real challenge is to identify the coordinated portfolio of actions that creates the strongest enterprise outcome across all these dimensions........

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