Enterprise License Agreements: How to Get the Best Deal and Actually Use What You Pay For
Most enterprises are using less than 50% of the software licenses they pay for in their largest vendor agreements. Organizations typically waste between 25% and 35% of their software spend on unused...
How to Negotiate Cloud Contracts With AWS, Azure, and Google
Most enterprises leave significant potential savings on the table during cloud contract negotiations because they approach hyperscalers like traditional software vendors. AWS, Azure, and Google Cloud...
IT Vendor Management: How to Get More Value From Every Technology Contract
Most enterprises leak between 15% and 30% of their technology budget through poorly managed vendor relationships. That's not a theoretical number—it's what we see repeatedly in contract audits...
AI Governance and Cost Control: How to Set Rules Before Your AI Bill Triples
Organizations that deployed generative AI tools without governance frameworks in 2023 are now discovering significant budget overruns—in our experience working with mid-market and enterprise...
AI budgets blow up for one reason: you're applying fixed-budget thinking to consumption-based spending. Traditional IT budgeting assumes you know what you're buying — servers, licenses, headcount....
Kubernetes Costs for AI: How to Stop Burning Money on Idle GPU Pods
Average GPU utilization in enterprise Kubernetes clusters is 5%. Updated for mid-2026 with the CAST AI utilization data, Dynamic Resource Allocation going GA, NVIDIA's open-source KAI Scheduler,...
