CRM
The AI honeymoon phase is over
Salesforce is apparently graduating from the “cool demo” stage of AI to the “wait, how much are people paying for this?” stage. JPMorgan says the company’s latest webinar gave it more confidence that Agentforce is becoming a real monetization machine, not just a shiny add-on for PowerPoint slides.
The key detail? Customers are using up their initial AI credit allotments and coming back for more. JPMorgan says about half of Agentforce bookings tied to agent-specific apps now come from customers buying extra credits after they burn through the first batch. That’s a pretty strong sign the product is moving from pilot purgatory into actual usage.
Why Wall Street is leaning in
This matters because consumption-based revenue can be a beautiful thing when it works. Instead of just counting software seats like it’s 2013, Salesforce may be able to charge for outcomes and usage — resolved cases, qualified leads, processed orders, all the stuff companies actually care about.
A few highlights from the note:
- production usage of Salesforce AI products has roughly doubled since February
- customer service is driving the heaviest consumption
- premium bundles like Agentforce One Edition could create an upsell lane
- Slack, Tableau and Data Cloud are getting pulled into the AI gravity well too
Dreamforce could be the next pop
JPMorgan says Salesforce’s investor day at Dreamforce is the next big catalyst. That’s where the company can try to connect the dots between AI adoption, recurring revenue and longer-term financial upside without making investors do algebra before lunch.
There’s still some risk here, of course. If a task fails, Salesforce can still burn compute without getting paid, which is the corporate version of stepping on a rake. But for now, the takeaway is simple: if customers keep refilling credits, Salesforce’s AI story starts looking less like hype and more like a revenue flywheel.
Big picture: the market loves an AI narrative, but it likes a monetized one even more.