For the company paying Claude Team

Pay less for Claude. Get more done.

We match the right model to the right use case, as a suggestion for the next send. We never switch it. That is how the org pays less and gets more done.

Request a two-week pilot
Admin · Prompts
Admin: 12 of 48 flagged cheaper, $186 potential. Not saved.
12 of 48 flagged cheaper
$186 potential. Not saved.
We never switch it.
Spend less on overkill · We never switch · Prompt text is not stored

The overkill

Doing nothing, the bill buys overkill. Turning Opus off, the team hears a quality cut. Neither is a policy the Head of AI can live with.

This is for the company paying Claude Team. Spreadsheets show spend. They do not show whether a lighter send would have been enough, so those dollars never turn into more work.

Admin · Prompts
12 of 48 flagged cheaper. $186 potential. Not saved.
claude.ai · next send
Suggestion on claude.ai for the next send. We never switch it.

How it works

  1. 01

    After the message is in the thread, we classify it.

  2. 02

    We suggest a lighter model or lower effort for the next send. We never switch it.

  3. 03

    You get one number: how often a lighter send would have been enough, and the potential dollars if they had.

For the Head of AI

Admin · Prompts
Full admin: flagged cheaper, classified, potential if they had taken the suggestion. Not saved.

One number the org can defend. Potential, if they had taken the suggestion. Not realized savings.

The pilot

Two weeks, one team. See where the org can pay less and still ship. Zip install on claude.ai.

Request a two-week pilot