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The industry spent this year agreeing on what a token should cost. It never decided who inside a company can act on that number before the invoice arrives.
The business problem should choose the technology. In the next 24 months, the CEOs who still let the technology decide the problem will find the resulting gap expensive to close.
Each standalone spreadsheet, offline approval and manually rebuilt report is a record of where your software stopped working for your business. Most companies own that evidence and never read it.
Readiness used to mean hiring a data scientist. In 2026, it means knowing which of your processes can survive a wrong answer, because the businesses that skip that question are the ones filling the 95 percent failure pile.
Most companies use only a fifth to a half of the ERP they pay for, and the cost of bending a generic platform to fit your business often dwarfs the license itself.
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