AI Cost Control
to Prevent Spend
from Spiraling

Analyze. Govern. Guide. Optimize.

As AI adoption expands across employees, applications, and autonomous agents, controlling AI costs has become increasingly difficult.

Govern AI usage through business-aware policies and real-time guidance that keep AI spending aligned with business priorities.

Lumia helps organizations understand AI consumption, govern AI interactions, and control enterprise AI spending in real time.

AI Cost Visibility

Understand what drives AI spending.

AI costs are driven by how employees and autonomous agents use AI across the organization. 

Identify where AI resources are being consumed through visibility into AI models, business topics, usage patterns, and business versus personal interactions.

Understand what drives AI spending.
Identify AI consumption trends.
AI Spend Analysis

Identify AI consumption trends.

Without understanding AI usage at scale, organizations struggle to make informed AI investment decisions.

Analyze AI activity across users, departments, AI models, and business functions to identify usage patterns, compare adoption trends, and uncover opportunities to optimize AI usage.

Business-Aware Governance

Align AI usage with business priorities.

The value of an AI interaction depends on its business context. 

Apply policies that encourage responsible AI usage and align AI spending with business priorities.

Evaluate AI usage through business context, including the AI model, business topic, prompt complexity, organizational sensitivity, department, and whether usage is business or personal.

Align AI usage with business priorities.
Guide AI usage before costs escalate.
Real-Time Intervention

Guide AI usage before costs escalate.

Controlling AI costs requires influencing user behavior in real time.

Communicate with users during AI interactions through guidance, recommendations, and policy notifications that encourage appropriate AI model selection and reinforce organizational AI usage policies. 

Get Started Today. In Just 5 Minutes.

Get Started

  • Integrate Lumia

    Within your existing network infrastructure or as a standalone proxy.

  • Assess your risk

    Get an immediate view of AI interactions across employees, agents, and applications.

  • Enforce AI policy

    Define policies in natural language and apply real-time guardrails across all AI usage.

More Solutions

Adopt AI. Securely.

Register now to Lumia and we’ll get back to you.