Cost Audit

Audit AI inference costs and optimize token usage across multi-model pipelines. This is not about cutting capabilities — it is about eliminating waste, right-sizing models, and keeping costs predictable.

When to Use

• AI API costs growing faster than usage justifies
• Unsure whether you are using the right model tier for each task
• Want to compare cost-quality trade-offs before committing to a model
• Preparing for production traffic and need a cost baseline
• Running fleet mode or parallel agents and want to avoid runaway spend

Model Cost Tiers

Use the most capable model necessary — not the most capable model available.