[Emerging Tech] Cutting AI Costs Without Sacrificing Quality With Max Schuman
Max Schuman is the President and Co-Founder of Trimio, an AI FinOps platform that helps businesses control and optimize their AI spending. Trimio provides cost visibility, financial guardrails, and intelligent model routing to reduce AI expenses while maintaining quality. Max leads the company's revenue and go-to-market strategy, drawing on extensive experience in AI sales, strategic partnerships, and technology channel leadership. He brings a strong track record of helping businesses accelerate AI adoption, develop infrastructure strategies, and navigate complex technology decisions. In this episode… As businesses rapidly adopt AI, many struggle to understand what they are spending, whether their tools are delivering sufficient value, and how to prevent runaway costs. With models constantly changing in price, capabilities, and performance, choosing the most expensive or powerful option does not necessarily deliver the best results. How can businesses control AI spending while maintaining quality and maximizing ROI? Max Schuman, an expert in AI FinOps, governance, and model optimization, recommends giving businesses greater visibility into AI usage and establishing financial guardrails such as budgets and off switches. He explains that companies should evaluate models according to specific workflows, comparing cost, speed, quality, consistency, and token usage rather than automatically choosing the most powerful model. Max also discusses testing alternative models on a portion of workloads and using intelligent routing to direct tasks toward the most economical model capable of delivering the required quality. In this episode of The Customer Wins , Richard Walker interviews Max Schuman, President and Co-Founder of Trimio, about controlling AI costs while improving performance and ROI. Max discusses AI governance, model evaluation, and intelligent model routing.






