AI Cost Audit

Find where your AI budget is leaking.

The AION ROL AI Cost Audit identifies token waste, agent loops, model overuse and inefficient workflows.

What we analyze

AI tools currently in use and API-based workflows.
Prompt structure, context length and repeated inputs.
Model selection, team usage patterns and cost per task.
Agentic workflows, document-heavy processes and governance gaps.

What you receive

  • Executive report
  • Workflow cost map
  • Loop detection map
  • Token waste diagnosis
  • Model routing recommendations
  • 30-day implementation roadmap

Engagement tiers

Start with a fixed-scope audit before any large implementation.

Starter Audit

Small teams

For early AI adoption and key workflow review.

  • Key workflows
  • Token waste diagnosis
  • Loop map
  • Executive summary

Growth Audit

Recurring usage

For internal tools, APIs or repeated workflows.

  • Workflow cost analysis
  • Prompt redesign
  • Routing strategy
  • Dashboard prototype

Enterprise Audit

Scaled AI

For multiple teams, agents, APIs or private infrastructure needs.

  • Technical audit
  • Governance architecture
  • Security review
  • ROL Node deployment plan