How to Build an AI Spending Policy Before Your Team Runs Up a Surprise Bill
The average enterprise now runs dozens of AI tools across departments, and most finance teams don't know about half of them until the credit card statement arrives. A single team experimenting with...
OpenAI vs Anthropic vs Google: AI API Cost Comparison for Enterprise
Enterprise AI API costs are spiraling beyond initial projections. In our experience working with mid-market and enterprise organizations, budget overruns of 40-60% within the first six months of...
GPU Cloud Costs: How to Manage the Most Expensive Workloads in Your Stack
A single NVIDIA A100 instance on AWS costs between $3.67 and $32.77 per hour depending on configuration. Run eight of them for a typical large language model training job, and you're burning through...
LLM API Costs Explained: How to Understand and Predict What You’ll Pay
Most organizations discover their LLM API costs the hard way: a surprise invoice that's three to ten times higher than projected. The fundamental problem isn't that language model APIs are...
AI Cost Management: How to Govern and Optimize Your AI Spending Before It Gets Out of Control
# AI Cost Management: The Complete Guide for Finance and IT Leaders Gartner estimates that global spending on Generative AI will reach $644 billion in 2025, according to data compiled by the FinOps...
IT Budget Benchmarks: What Are Other Companies Spending on Technology
Most IT budget benchmarks floating around boardrooms are dangerously misleading. The commonly cited "IT spending should be 3-6% of revenue" metric gets quoted without context, leading Finance leaders...
