Clients, reporting and cost
AI cost, quality and audit log
What did the AI cost per piece, was it any good, and who did what. Every AI call records its model, tokens and cost. Cost and quality pages show what each piece cost, how much the cache saved and how it was rated, with spend caps that stop work instead of failing it.
What you get
5 things this does for you.
Cost per piece
Cost per piece and per 1,000 words, with figures flagged Estimated when a model price has not been checked against an invoice.
Rate the work
Give a 1 to 5 rating with a reason below 4, or run extra scoring where the page says up to how much it can cost.
Are the AI providers answering?
Last worked, last failed and the calls of the last 7 days. A model that cannot answer ends with a clear reason instead of waiting.
Compare models blind
The same briefs on several models, shown blind, and a pass mark before a model is certified.
Bills and an audit trail
Monthly bills for managed tools per client with a shareable link, and an audit of who did what and total AI spend.
How it works
In four steps.
No manuals needed. Each step is one screen, and the next step is always nearby.
- Open Cost and quality and read recent pieces.
- Rate the work and compare models.
- Check provider health and the audit log.
- Set budgets on the AI workers and jobs.
Where people stay in control
Spend limits stop work rather than fail it, and a held job waits for a person to raise the limit.
Want ai cost, quality and audit log on your business?
We are onboarding a small number of businesses for early access. Tell us what you do and what you would like off your plate.