GenAI ROI Management Use Cases

Showback and chargeback

Discovery of GenAI usage and map activity to owners.

Cost analysis and forecasting

Identify historical usage patterns and cost drivers.

Cost and risk governance

Detect unsanctioned model usage, enforce guardrails, and set budgets.

Explore Agent Operations Director

Non-intrusive Discovery of GenAI Usage

Capture GenAI API calls passively, without change to your applications. Intercept Lightweight agent inventory GenAI traffic in the traffic path. Parse Requests decoded and transformed into contextual data. Aggregate Data centralized in management console for analysis.

Resolve Ownership

Map discovered GenAI transactions as owners. Assisted Mapping Discovered metadata assisted ownership resolution process. Powerful Analysis Analyze usage trends and cost drivers by owner or provider. Flexible Organization Ownership can be defined as teams, applications or constructs of your choice.

Govern with Ease

Set policies to stop unsanctioned traffic, rate limit by budget, fallback to lower-cost defaults. Stop Identify and block unsanctioned models. Rate limit Set budget by tokens or dollars. Fallback Re-direct requests to lower-cost alternatives.

Protect Data and Satisfy Compliance

Deploy pre-built or customized guardrails based on best practices FINOS and NISTAI governance frameworks. Block Leaks Prevent PII, credential, or other sensitive data exfiltration. Customize and Extend Tailor guardrails for your organization with no-code tools. Trusted Frameworks Follow AI security guidelines from FINOS and NIST using tools from their collaborators.