Solutions
Fix your AI bill.
One problem at a time.
PromptUnit solves real infrastructure problems for teams running AI in production. Pick the one that hurts most.
Engineering teams shipping AI features typically hit one of three infrastructure problems as their usage grows. The first is cost, paying flagship model prices for requests that simpler models handle just as well. The second is visibility, knowing the total monthly spend but not which feature, task type, or team is responsible for the majority of it. The third is routing complexity, wanting to reduce costs but not wanting to build and maintain the routing logic yourself.
PromptUnit addresses all three through one integration. One personal PromptUnit address, pasted where your app's AI address is set, connects your application to the routing and observability layer. Your own AI key stays in your app. The solutions below describe each capability in detail, and most teams start with cost reduction and add observability as their usage grows.
Reduce OpenAI Costs
Most popularStop paying GPT-4o prices for tasks that GPT-4o-mini handles just as well. Automatic routing cuts AI spend by an estimated 40–70% without changing your code.
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LLM Routing
Route every request to the cheapest model that clears your quality bar. Classification, summarization, extraction, each gets the right model, automatically.
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AI Cost Observability
See exactly where your AI budget goes, by feature, model, task type, and team. Stop guessing, start optimizing.
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Not sure where to start?
Connect your app and see exactly where your money is going in 5 minutes. Savings start with your first request.
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