Token-level AI cost observability
Prompt and model usage analytics
AI spend governance and controls
AI budget management
AI anomaly detection
Cost tracking by user, team, application, or customer
Multi-model AI visibility
AI ROI and unit economics analysis
AI consumption trend analysis
Prevent uncontrolled AI cost growth
AI consumption can scale faster than most organizations realize, especially when experimentation, model switching, and distributed usage happen across teams. Andromeda helps organizations identify where AI spend is increasing, which models and applications are driving cost growth, and where governance controls are needed to keep usage aligned with budgets and business priorities. This helps teams act early before AI costs become difficult to explain or control.
Enable responsible AI scaling
Organizations need to expand AI adoption without losing visibility, control, or financial discipline. Andromeda helps teams scale GenAI and agentic AI usage with clearer guardrails, better consumption visibility, and ongoing monitoring across teams, applications, and customers. This creates a stronger foundation for growth without introducing unmanaged financial exposure.
Support enterprise AI governance initiatives
AI governance requires more than policy language. It requires operational visibility into who is using AI, how it is being used, which models are being consumed, and how spend is changing over time. Andromeda gives enterprises a practical way to connect financial oversight with day-to-day AI operations, so governance programs are supported by real usage data rather than assumptions.
Improve AI financial accountability
AI spending often spreads across teams and applications without clear ownership, making it difficult to assign responsibility for cost growth or efficiency. Andromeda helps organizations attribute AI consumption by user, team, application, customer, and model, so accountability is built into governance from the start. This makes it easier for finance, product, and engineering leaders to align AI usage with ownership and business value.
Increase visibility into AI ROI
Governance is stronger when organizations can connect AI consumption to measurable outcomes. Andromeda helps teams evaluate spending patterns alongside usage context, adoption trends, and business performance signals, making it easier to understand where AI investment is producing value and where optimization may be needed. This gives leaders a clearer basis for prioritization and scaling decisions.
Reduce AI financial risk
Unmanaged AI usage can create budget volatility, hidden cost buildup, and weak decision-making. Andromeda helps organizations detect anomalies, monitor threshold risk, and establish stronger oversight across AI consumption patterns before issues become material. This reduces the likelihood of surprises and supports more disciplined financial governance as AI adoption expands.
AI governance needs more than visibility.
It requires continuous oversight, clear accountability, and decision-ready financial intelligence for GenAI and agentic AI.