AI Cost Consulting
Context Window helps engineering and finance teams audit, understand, and dramatically reduce their AI infrastructure costs — without sacrificing performance.
What We Do
Most AI cost problems fall into predictable categories. We've built a methodology to find and fix all of them — fast.
A full teardown of your AI spend in 2–4 weeks. We map every model call, vendor, and usage pattern — and show you exactly where the waste is hiding.
We implement the high-impact fixes: prompt caching, model right-sizing, context pruning, and fallback logic. Typically 40–70% cost reduction within 30 days.
Monthly retainer for teams scaling fast. We monitor your spend, review new AI investments, and keep your cost-per-inference low as your usage grows.
About
I've been working with transformer architecture since before ChatGPT brought AI into the mainstream. I've seen how these systems scale — and exactly where the costs spiral.
Context Window was founded on a simple observation: most companies are making the same expensive mistakes with AI infrastructure. The fixes aren’t complicated — they just require someone who knows where to look.
Work With MeBook a free 30-minute call. We'll review your current AI setup and give you an honest assessment of where the biggest cost opportunities are.
Book a Free Call →