Aguaro + Claude

This integration provides the necessary visibility to govern the rapid adoption of Generative AI. By connecting directly to Anthropic’s APIs, Aguaro captures the precise data required to move from an unmonitored AI rollout to a controlled, sustainable, and cost-efficient strategy:

The Triple-Lens AI Dashboard: Aguaro consolidates three critical dimensions of AI consumption into a single, unified view:

• Footprint: Real-time tracking of emissions based on token usage, model types (e.g., Claude 3.5 Sonnet, Haiku, Opus), and the energy intensity of the underlying infrastructure.

• Costs: Direct visibility into API spend, allowing for precise budget tracking and the elimination of "Shadow AI" expenses.

• Usage: Monitoring of token volumes and request frequencies to assess the actual utility and efficiency of AI deployments.

From Global Spend to Application Allocation: While providing a global view of AI consumption, Aguaro is evolving to allow this data to be allocated per application. This means the CIO can identify exactly which business service or AI agent is driving the most cost and carbon, enabling precise internal chargebacks and prioritised optimisation.

Operational Governance in ServiceNow: All Claude data is natively integrated into the Aguaro (ServiceNow) interface. This ensures that AI governance is not a separate exercise, but is embedded within the existing IT portfolio and risk management processes.

Evidence-Based Optimisation: By correlating cost, carbon, and usage, the CIO can make informed decisions on model selection (e.g., switching from Opus to Haiku for simpler tasks) to reduce the carbon-per-request ratio without sacrificing performance.