Topic
A billing model where software costs scale with actual usage—such as resource counts, API calls, or data volume—rather than a flat subscription fee.
ServiceNow says a small team with a founder-like mandate built Flow, its AI service desk for Slack and Teams, in three months. For IT teams whose staff already work in chat, the question is whether a desk with no setup project will still fit once request volume and complexity grow.
Reality
Revenue, profit and guidance all cleared the bar and the shares jumped more than 20% after hours. The figure that looks furthest ahead came in at $9.00bn against a $9.37bn expectation, and consumption pricing explains part of the gap.
Reality
Zylo's 2026 SaaS Management Index shows portfolios frozen at 305 applications while average annual spend reaches $55.7M. The surprises it counts arrive after the signature, inside contracts already in force.
Reality
SiliconANGLE's Breaking Analysis argues agents will compose the interface inside Slack or Claude. Qualitate's channel checks find the customers who have costed that out mostly expect their Salesforce bills to grow.
Reality
A licensing guide published on ServiceNow's community site sets out three subscription models. Now Assist runs on the account-level one, where no user count caps the spend and consumption is the meter.
Reality
A licensing change at ServiceNow moves the AI line into a metered pool held at the tenant, where it used to be an add-on a customer could decline. The per-action values a buyer would need to model the bill are unpublished.
Reality
A single month of trading undid eight months of AI-disruption pricing in B2B software. That is a multiple moving, not a business changing. The winners were sorted by whose meter the agent workloads run through.
Reality
Consumption pricing made model access a variable cost, and McKinsey now watches it user by user, emailing the heavy spenders rather than cutting them off. EY reports a larger saving from a quieter method.
Reality
Jan Gilg told Business Insider the SaaS sell-off was an overreaction and that SAP is changing how it charges. The budget squeeze he describes is better documented than the repricing he promises.
Reality
The expanded service will cover 62% of the Azure resource types Commvault calls enterprise-relevant, and it targets configuration rather than data. Runbooks still assume humans do the rest.
Reality