Gain complete visibility into AI spend. Not just the amount of spend across the tools, but the intent associated with that spend. Optimize based on model capability required and eliminate costly abuse.
WitnessAI Unveils NER-D, a Breakthrough AI Model Learn More
Scale AI With Cost Control
Understand and optimize your AI spend
Observe
Understand Your AI Spend Across Employees, Models, Applications and Agents
Who is spending the most, and what is the purpose?
Track AI spend across users, agents, and AI systems. See who uses AI the most, understand trends, and dive into the most expensive hotspots. Determine the intent behind the use, not just the cost, to understand the business purpose of the spend. Classify productive versus wasteful spend. Discover shadow AI for under-the-radar spend.
Quantify
Quantify Risk for Security ROI
Understand the impact of your AI security controls.
Get visibility into all the AI security events prevented. Understand the sensitive data leaks that were blocked. Quantity the proprietary information that never escaped to a model. See trends over time. Fine tune the math by adjusting assumptions. Demonstrate value to business stakeholders.
Control
Optimize AI Spend
Route to cheaper but sufficient models and block waste.
Route to the best model for the job, in realtime. Create guardrails that understand the intent and level of effort required for specialized purposes. Assemble policies for downshifting models, and enforce at runtime. Block or reroute conversations classified as non-productive. Stop consumer abuse of B2C AI apps for non-profitable prompts.
AI FinOps. A Critical Discipline.
Companies are seeing skyrocketing AI bills, but don’t understand how the tokens are adding value.
Discover Expert Insights and Resources
Information to empower your AI security adoption journey.
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