https://blog.milgram.dev/tags/finops/ Recent content in Finops on Milgram | Enterprise LLM Firewall | Research Blog Hugo -- 0.143.1 en-us Thu, 23 Jul 2026 10:00:00 +0200 https://blog.milgram.dev/prompt-compression-vs-inference-costs/ Thu, 23 Jul 2026 10:00:00 +0200 https://blog.milgram.dev/prompt-compression-vs-inference-costs/ Prompt compression turns LLM inference costs into a control problem. Across ~970,000 inferences, Milgram cut token usage by 54.6% at the AI traffic boundary, no output-quality tax required. https://blog.milgram.dev/what-are-you-really-paying-per-token/ Wed, 27 May 2026 10:00:00 +0200 https://blog.milgram.dev/what-are-you-really-paying-per-token/ The real cost of LLM tokens is governance, not list price, and the AI traffic boundary is where enterprises regain control.