WitnessAI Introduces AI FinOps Capabilities to Control Enterprise AI Spend and Drive Effective ROI

New Unified AI ROI Dashboard bridges the gap between AI usage and financial accountability, providing a centralized view of risk, cost, and adoption.

MOUNTAIN VIEW, Calif., Sept. 15, 2026 /PRNewswire/ -- WitnessAI, the AI-native security platform trusted by leading enterprises, today announced the launch of new AI FinOps capabilities within the WitnessAI platform. The latest functionality, anchored with the addition of a Unified AI ROI Dashboard, is designed to help enterprises better understand and control AI spend across employees, models, and agents, and provide measurable data to showcase AI return on investment (ROI).

Enterprise AI adoption has created a new financial-management problem. As AI scales across multiple providers and applications, traditional invoices fail to show who is consuming AI, why, and whether it drives business value. According to WitnessAI's The Hidden Cost of Enterprise AI report, only 9% of respondents stated that more than three-quarters of their AI initiatives have delivered a measurable financial return, while 33% said AI projects in the last 12 months were always or mostly over budget.

WitnessAI addresses the AI FinOps visibility challenge by operating at the AI traffic and intent layer. The platform connects spend directly to the intent behind the usage, tracking the specific employee, agent, purpose, activity, and model. This contextual visibility enables WitnessAI to combine capabilities that are typically separate, such as multi-provider metering, intelligent model routing, shadow AI discovery, and runtime security. This provides organizations with a single, unified view across three critical lenses: AI risk, cost, and adoption outcomes.

With this release, the WitnessAI platform adds:

• A customizable Unified AI ROI Dashboard: Centralizes AI performance metrics—including risk avoidance, cost savings, and adoption rates—into one dashboard across employees, models, and agents. Organizations can apply configurable ROI multipliers to assign custom dollar values to security incidents prevented, and employee time saved, ensuring the platform reflects an organization's unique business economics.
• Comprehensive spend visibility and shadow AI discovery: Eliminates enterprise blind spots by automatically discovering unsanctioned AI applications, agents, and MCP servers. The platform accurately estimates shadow AI expenditures while metering sanctioned token consumption across multiple providers, mapping all usage directly to specific teams and business purposes.
• Intelligent routing and pre-inference optimization: Reduces inference costs without sacrificing quality. The platform scores prompts for complexity and business intent, routing tasks to the most cost-effective model. Additionally, pre-inference filtering automatically blocks non-business, off-topic, or abusive prompts before they incur paid token costs.

"With the launch of our new FinOps capabilities, we are changing how organizations think about AI ROI measurement. Instead of treating cost, risk, and adoption as siloed problems, WitnessAI gives leadership a consolidated view of AI economics," said Rick Caccia, CEO and Founder of WitnessAI. "By translating security events and governance into tangible business terms, we are helping enterprises intelligently route workloads, eliminate shadow AI spend, and reduce waste without restricting the productive AI usage that drives their business forward."

WitnessAI's FinOps capabilities are now generally available to all customers. To learn more about the latest features, visit: https://witness.ai/witnessai-for-finops/ 

About WitnessAI 

WitnessAI is the AI security platform enterprises trust to govern and protect all AI activity. We provide complete visibility into every interaction including employees and autonomous agents, even in native apps where legacy tools are blind. Unlike traditional security that relies on outdated keywords, our AI-native platform understands intent, context, and meaning enabling intelligent policies that stop novel threats like prompt injection while empowering productivity. Our enterprise-first, single-tenant architecture ensures data sovereignty and compliance. WitnessAI transforms security from a bottleneck into the enabler of your AI strategy as the confidence layer for enterprise AI.

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SOURCE WitnessAI