Microsoft Ignite

You Don’t Have a Pricing Problem. You Have a Cost Visibility Problem.

Most SaaS pricing debates start in the wrong place. Teams argue about tiers. They agonize over seat counts versus usage limits. They benchmark competitors. They run surveys asking customers what they’d pay. Then they launch, watch margins compress, and wonder what happened. Here’s what happened: the pricing model was built on cost estimates, not cost […]

You’re Not Ready for the AI Bill That’s Coming

There’s a pattern showing up across engineering teams right now. A team is building. Rolling out AI tools. Adding LLM features to the product. Full speed on adoption. And when the topic of cost visibility comes up, the answer is some version of: “That’s not a priority yet. We’ll deal with costs once we’re off […]

Top Kubernetes Cost Observability Tools for FinOps

Kubernetes cost observability tools help teams move past cluster-level spend and understand who actually consumed shared infrastructure. In multi-tenant environments, tags often break down because pods share nodes, namespaces share clusters, and self-managed services sit outside normal cloud cost monitoring. This shortlist focuses on Kubernetes cost visibility, container resource cost allocation, and the FinOps tools […]