AI FinOps Managed ServiceOne managed service. Continuous control of enterprise AI spend.Delivered as a managed service, NPI’s AI FinOps gives enterprise IT procurement teams continuous visibility, optimization, invoice validation, and benchmarking across every AI vendor. Talk to an AI FinOps Expert Move from AI cost chaos to continuous control.NPI’s AI FinOps Managed Service gives enterprise IT procurement teams continuous visibility into AI consumption across their entire technology estate. Through an ongoing monthly or quarterly engagement, we help organizations understand where AI dollars are going, identify optimization opportunities, validate vendor invoices, improve forecasting, and benchmark performance against peers before waste and overspending become permanent.Instead of managing AI one invoice or one renewal at a time, you gain an operational function for governing AI costs continuously. What AI FinOps Managed Service Delivers How well do you really understand your AI spend? From token consumption and hidden infrastructure costs to invoice validation and peer benchmarking, AI FinOps gives you a complete picture of your AI economics. Open/Close AI Spend Visibility Before the Invoice Arrives See AI consumption building in real time with detailed reporting across vendors, business units, models, workloads, and user tiers, allowing your team to identify emerging cost trends before they become budget problems. Open/Close Token Cost Optimization Identify opportunities to route workloads to lower-cost models, optimize prompts and caching strategies, and reduce token consumption without limiting business adoption. Open/Close Visibility and Optimization Across the Full AI Cost Stack Go beyond the cost of tokens. Gain visibility and optimization across the full AI cost stack including retrieval/vector storage, orchestration overhead, agent-to-agent chatter, cloud compute passthroughs, inference infrastructure, overage fees, monitoring and compliance. Open/Close Invoice Validation & Billing Assurance Validate vendor invoices every month, identify overcharges, recover missed SLA credits, and ensure you’re paying only for the AI services actually consumed. Open/Close AI Forecasting & Governance Improve budgeting and planning with ongoing consumption analysis and forecasting that gives procurement and finance greater confidence in future AI spending. Open/Close Peer Benchmarking Compare AI spending, utilization, and consumption patterns against similar enterprise organizations using NPI’s market intelligence and benchmarking data. Open/Close One Unified View Across Your AI Estate Consolidate reporting across major AI providers including OpenAI, Anthropic, Azure OpenAI, AWS, Salesforce Agentforce, ServiceNow Now Assist, and other supported platforms through a single governance framework. Why AI FinOps as a Managed Service Enterprise AI spend has outgrown traditional procurement processes. Most enterprises no longer manage a few AI tools. They manage an ecosystem spanning a changing mix of vendors and pricing models. Consumption rises and falls unpredictably, while procurement is still expected to answer questions like: Where is our AI budget actually going? Which business units are driving consumption? Are we paying for the right models? Are our vendors billing us correctly? How do our costs compare to organizations like ours? AI FinOps as a managed service gives procurement the continuous visibility, optimization, invoice validation, forecasting, and benchmarking needed to control AI spending as adoption accelerates. AI Cost Governance That Works Ready to take control of enterprise AI spend? Talk with an NPI expert to learn how our AI FinOps Managed Service can help your organization gain visibility, improve forecasting, reduce waste, and strengthen governance across your AI estate. Get Started