✨Revenium: AI FinOps

Revenium provides a complete, end-to-end solution for AI spending, visibility, and control. We combine this with our usage-based billing engine to support our customers' subscription management, automated invoicing, and credit card collections.

One of our primary use cases is to set up alerts that tell you immediately if costs / transaction rise, or total cost thresholds are reached unexpectedly. Once set up, you'll be immediately alerted in email & Slack when this occurs so you can investigate before a one-time transaction iterates thousands of times and you end up with a surprise bill.

Whether you’re selling usage-based software or tracking AI costs for internal chargeback, Revenium has you covered with detailed usage analytics & cost controls. Our platform supports you at every stage—from the very first metered API call through automated customer invoicing and seamless financial system integrations.

Unlike other platforms that require complex integrations across multiple vendors, Revenium delivers a unified, developer-friendly experience, empowering your team to quickly understand AI costs, identify savings opportunities, and smoothly launch usage-based subscription models—all from one centralized platform.

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AI Cost Control & Visibility

Revenium empowers product teams, development teams, and budget owners to increase the efficiency and lower the costs of internal AI usage via:

  • Real-time AI usage and cost tracking

  • Customizable performance and spending alerts

Usage-Based Metering, Invoicing, and Subscription-Management

Revenium enables product and development teams to quickly convert AI usage (or any other kind of usage data) into usage-based digital products. Using Revenium, product teams can:

  • Quickly convert AI-usage data into the components of a usage-based subscription

  • Allocate and charge back AI costs to internal teams or projects accurately

Read about how to create billable products (either to track costs internally for chargeback or externally for direct customer payments).

Typical Implementation Steps

Let's imagine that a healthcare software company offers AI-summarization of medical documents. Within their application, they offer a simple summarization service based on a small inexpensive AI model, and a complex deep-research service based on an expensive reasoning model.

Their objective is to capture the costs of all AI usage within their product and create a usage-based subscription model for customers that includes a fixed amount of usage for a monthly fee, and charge usage-based overages thereafter.

These are the key steps to enable this in Revenium:

  1. Install Revenium middleware for AI usage tracking. The middleware wraps your existing AI calls and begins metering immediately (<5 minutes)

  2. Configure Revenium middleware to append customer, product, and agent IDs to all AI usage calls. (<5 minutes)

    1. Revenium's middleware automatically captures the AI model used in every call, allowing easily distinction between the costs & usage of each.

    2. In addition, using the configured metadata, Revenium will the track costs of each agent separately.

  3. Set up alerts to be notified when costs per transaction, costs per customer, total agent costs, or AI performance exceeds normal levels, or specific thresholds. (< 5 minutes)

    1. Specific example: Configure finance alerts to be made aware when any customers' AI usage goes above 30% of monthly revenue.

  4. Establish custom dashboards for the finance team showing the cost of every customer's AI usage broken out by agent, product tier, or both. (~10 minutes)

  5. Create digital product tiers with fixed subscription charges and usage-based overages for agent or task usage that exceeds the included amounts (~10 minutes / product)

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