All Posts

You Can’t Optimize AI If You Can’t See It

AI features don’t behave like infrastructure. Every interaction is a cost event — and most teams can’t see where those costs come from. In this post, we unpack the blind spots that make AI spend unpredictable, why visibility needs to move upstream into product and engineering, and how FinOps for AI turns hidden spend into decisions you can actually act on.

Business
September 9, 2025

What Is FinOps for AI? (And Why It Matters Now)

AI is changing the economics of software. Traditional FinOps practices, built for predictable cloud infrastructure, fall short when every prompt, embedding, or vector search carries unpredictable, usage-based costs. In this post, we break down what FinOps for AI means, why it matters now, and how teams can bring visibility, predictability, and control to the hidden costs of intelligence inside their products.

Business
September 2, 2025

Why Your AI Feature is a Silent Budget Killer

AI features don’t just cost you to build, they cost you every time they’re used. This post unpacks where those costs hide, why traditional tracking falls short, and how to stop the silent budget drain.

Business
August 26, 2025

AI Is Eating Budgets. We’re Building the FinOps Layer to Fix it.

The FinOps layer for AI teams — real-time visibility into tokens, models, and GPUs so you can scale without burning margin.

Business
August 19, 2025

Deploying an Enterprise AI Gateway: Managing LLM Access at Scale

A Guide to LLM Governance Using Revenium and MuleSoft: Enterprises today face a critical challenge: enabling developers to harness the power of OpenAI's APIs while maintaining security, governance, and cost control. In this post, we'll explore how combining Revenium and MuleSoft creates a robust framework for managing, monitoring, and governing OpenAI API usage across your organization

Business
December 16, 2024

Addressing 3 Key Challenges When Integrating AI & Traditional Products

The “AI economy” has changed how businesses leverage data to develop new products; requiring new observability and monetization capabilities.

Business
November 22, 2024

Simplifying OpenAI Usage Metering for SaaS

For SaaS applications integrating OpenAI functionality, metering usage and offering usage-based pricing are important for determining a marketable pricing schema and understanding total solution costs. Revenium simplifies this process, empowering SaaS vendors to scale solutions with robust usage metering and flexible billing while saving development costs and time.

Business
November 19, 2024