A Strategic Move in Usage-Based Billing

Salesforce has announced plans to acquire m3ter, a provider specializing in usage-based billing, to strengthen the capabilities of its revenue management platform, now rebranded as Agentforce Revenue Management. This acquisition is not a simple addition; it represents a paradigm shift in how companies will be able to monetize their products and services in the era of artificial intelligence.

According to the official announcement, integrating m3ter will bring native high-volume mediation, measurement, and pricing capabilities directly into Agentforce Revenue Management. This will enable companies to launch, monitor, scale, and bill with flexible usage-based and outcome-based pricing models, essential in the current context where AI demands new consumption patterns.

Bhupendra Chopra, Chief Revenue Officer at technology consultancy Kanerika, notes that many companies still operate with legacy CPQ and billing systems designed for per-user pricing models. However, their products are becoming increasingly AI-intensive and usage-intensive, rendering their billing infrastructure obsolete. "They are building custom measurement layers, combining Stripe with homegrown tools, or leaving revenue on the table because they cannot accurately measure consumption," says Chopra. With the acquisition of m3ter, these companies will be able to natively manage usage-based and outcome-based billing within Salesforce, eliminating the need to cobble together external systems. This translates into faster billing cycles, fewer reconciliation errors, and the ability to launch new pricing models without rebuilding their monetization platform from scratch.

Strengthening the Monetization Layer in Headless 360

While Salesforce highlights the value for its customers, the acquisition could also optimize its own billing, especially as it seeks to increase revenue by monetizing interactions with its AI services. Pareekh Jain, lead analyst at Pareekh Consulting, believes that m3ter's measurement and pricing capabilities will become a key component of Salesforce's Headless 360 strategy and agentic CRM, facilitating the monetization of APIs, AI agents, workflows, and machine-to-machine interactions.

Salesforce's Headless 360 approach allows AI agents, applications, and APIs to consume CRM capabilities directly, reducing the relevance of traditional per-user licensing. By incorporating m3ter's capabilities, Salesforce gains the ability to measure, price, and bill that consumption, making this acquisition a key element in generating revenue from the new offering. Jain highlights that m3ter will help address key CIO concerns when deploying agent systems at scale: what constitutes a billable event, how AI agent interactions will be priced, what tools exist for usage visibility, whether there are spending limits and anomaly detection, and how to forecast future costs.

Additionally, the acquisition lays the groundwork for FinOps capabilities in CRM, such as consumption dashboards, quotas, spending alerts, chargeback mechanisms, cost forecasting, and agent ROI tracking. This is especially relevant in an environment where AI cost management has become a priority, as discussed in our article Fable 5: AI That Promises More Than It Delivers? Guardrails and Burn Rate Worry Users.

Implications for CIOs and Technology Companies

For CIOs, this acquisition represents an opportunity to simplify billing infrastructure and adapt to consumption-based business models. Instead of relying on fragmented solutions, they can integrate the entire monetization cycle within Salesforce, from measurement to billing. This not only reduces technical complexity but also enables greater agility to launch new products and services.

The ability to measure and bill AI consumption is also crucial to avoid cost surprises, a recurring theme in the industry. As mentioned in WWDC 2025: Apple Intelligence Redefines the Ecosystem, but the True AI Battle Has Just Begun, AI monetization is a key battleground. With m3ter, Salesforce positions itself to offer its customers FinOps tools that enable granular control over costs associated with AI agents.

Salesforce expects to close the deal by the end of July. Meanwhile, companies should begin evaluating how this acquisition could impact their monetization strategies and whether it is time to migrate to usage-based billing models. The integration of m3ter into Agentforce Revenue Management promises to be a catalyst for enterprise AI adoption by removing technical and financial barriers.

Original source: ComputerWorld. Analysis and adaptation by ForgeNEX.