SAP's AI pricing test

SAP goes into its April 23 results with a new question from investors: can it turn artificial intelligence into revenue when it charges by usage instead of by seat? (sap.com) Chief Executive Christian Klein said on March 18 that SAP will charge customers based on artificial-intelligence consumption as adoption grows, moving away from regular software subscriptions for those tools. SAP has already built that model around AI Units, a shared credit system for premium features across products such as S/4HANA Cloud, SuccessFactors, and Ariba. (bloomberg.com) (sap.com) On SAP’s pricing pages, base artificial-intelligence features are included in standard cloud subscriptions, while premium tools are metered through AI Units. SAP says customers can forecast usage with predefined conversion rates per request, user, or record, and buy units in packages priced in blocks of 100. (sap.com 1) (sap.com 2) That is a break from the software model SAP investors know best: contracted subscription revenue that shows up in backlog before it is recognized as sales. Usage pricing can rise faster if customers lean in, but it gives finance teams less certainty about how much revenue will arrive in any one quarter. (sap.com) (ad-hoc-news.de) The timing matters because SAP just ended 2025 with €21 billion in cloud revenue, up 26% at constant currencies, and a record €77.3 billion total cloud backlog. But current cloud backlog, the shorter-term measure investors watch most closely, rose 25% at constant currencies, slower than total backlog growth. (sap.com 1) (sap.com 2) For 2026, SAP forecast cloud revenue of €25.8 billion to €26.2 billion, equal to 23% to 25% growth at constant currencies, and said first-quarter results will be released on April 23, 2026. Analysts cited in recent coverage have focused on roughly 18% cloud growth for the quarter as a near-term test of whether demand is holding up under the new mix. (investing.com) (sap.com) (ad-hoc-news.de) SAP has been preparing customers for several versions of this model. An SAP Community post updated in November 2025 said the company had shifted after Sapphire 2025 to a per-user-per-month AI Unit stock-keeping unit, replacing an older pay-as-you-go setup that some customers still used until contract renewal. (community.sap.com) SAP’s own examples show how granular the math can get. In one community post, an SAP product expert calculated that a single premium customer-service summarization task would cost €0.049 per run under the older unit model, a level of detail that helps customers estimate value but also shows how closely usage and margins will be scrutinized. (community.sap.com) Klein has tied the pricing shift to a broader product push, saying in January that SAP Business AI was included in two-thirds of fourth-quarter cloud order entry. If that demand starts showing up as steady paid consumption rather than pilot activity, the April 23 report will offer the first hard read on whether SAP’s AI revenue model can scale without weakening the visibility investors expect from enterprise software. (sap.com 1) (sap.com 2)