Operations Guide
AI Agent Cost Calculator Guide for Multi-Step Workflows
Agent cost estimation fails when tool and review components are not included. This guide defines a blended cost calculation workflow with optimization recommendations.
Implementation Steps
- Define agent workflow steps: LLM calls, tool invocations, and human review checkpoints.
- Calculate per-step costs: token usage, tool latency, and review time.
- Aggregate workflow cost per request and project monthly volume.
- Optimize by routing simple steps to cheaper models and reducing review overhead.
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- Provider and model split recommendations
- Budget guardrail design by traffic stage
- KPI plan for spend, quality, and conversion