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MajorDomo AI Token Cost Optimization

Reduce AI coding costs by up to 50–60%.

Optimize the requests coding assistants send before they reach a model, and route each task to the right model. No application changes. No developer workflow changes.

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The problem

Usage-based pricing makes every session cost more.

AI coding tools are moving from seats to usage. Sessions run longer, requests get more expensive, and premium models are used for routine tasks. Engineering leaders need to control cost without slowing developers down.

How it works

Between your assistants and your models.

INAI coding assistants

Claude Code · GitHub Copilot · Cursor · Codex · OpenCode · Cline · others

MAJORDOMOCoding Agent Cost Optimizer

Request optimization · intelligent model selection · enterprise governance

OUTAI models

OpenAI · Anthropic · enterprise models · local LLMs

Request optimization

Leaner, more efficient requests, with a seamless developer experience.

Intelligent model selection

The right model for each task, balancing capability, latency and cost.

Enterprise governance

Central policies, usage visibility and cost analytics across engineering teams.

Engineering teams

  • Keep your existing coding assistants
  • Lower cost with no workflow disruption
  • Better efficiency in long sessions

Platform engineering

  • Central AI governance and policy
  • Enterprise-wide visibility into usage and cost
  • Consistent policy across assistants

Business leadership

  • Up to 50–60% lower AI coding costs
  • Predictable, governable AI spend
  • More value from AI investments

How it connects to Operational Intelligence

Knowing which model fits which task is itself operational knowledge. The optimizer runs on the AI Gateway, and what it learns about your workloads makes every later routing decision better.

Get started

Let AI carry the operational load. Keep your people on the loop.

Tell us where your operational load is heaviest. We'll show you what Operational Intelligence captures there, and what it lets you stop doing by hand.