Cost control · insurance & claims

Reduce AI costs across your claims operation

At claims-team scale, AI spend climbs quickly and quietly. Prompt Orange gives you one view of spend by team, handler and model, so it's controlled like any other operational cost.

Get early access Try the free scorer

One number across the operation

See AI spend across teams and queues in one place, not buried in a cloud or subscription bill.

Budgets per team or queue

Set limits where the volume is, with warnings before they're breached.

Cut waste at volume

Approved prompts mean handlers get a usable, compliant draft once — multiplied across thousands of cases, that's real saving.

Model-neutral, by design

Because Prompt Orange sits across Claude, ChatGPT and Gemini rather than reselling one of them, you can always move work to whichever model is cheapest for the job — and you're never locked into a single vendor's pricing.

Go deeper

The capability

Cost control

Your sector

AI for insurance & claims

Guide

How to reduce your company's AI bill

Frequently asked questions

How does Prompt Orange help reduce AI costs?

+
It gives you one view of what every team spends across Claude, ChatGPT and Gemini, lets you set budgets and caps, routes everyday tasks to cheaper models, and reduces wasted re-runs through shared, approved prompts. You cut spend by seeing it and controlling it, not by switching off useful tools.

Can we set a budget per team or per person?

+
Yes. You can set monthly budgets at the team or individual level and get alerted as they approach the limit, so spend is predictable rather than a month-end surprise.

Does it work across different AI providers?

+
Yes — that's the point. Spend tracking and controls span Claude, ChatGPT and Gemini together, so the total is one number instead of three separate invoices, and you can move work to whichever model is most cost-effective.

Will controlling costs slow my team down?

+
No. The aim is to remove waste — failed re-runs, over-powered models on trivial tasks — not to ration access. In practice, approved prompts mean people get a usable answer the first time, which is both cheaper and faster.
Early access · waitlist

Get early access

Prompt Orange is in build. Join the waitlist and we'll bring you in early — tell us what matters most so we lead with it.

No spam. We'll only email you about early access.