Give the users of your app a chat that answers their questions from the app’s own data. The chat proposes changes, and they apply as soon as the user accepts them. AI credit use is visible per account and capped. That keeps the cost in view.
In use
The same pattern runs in production in one of our own applications: the agent answers questions in the chat panel, proposals are approved, and every account has its AI credit.
The Agentic Part
An agent in your app answers users’ questions from the data the app holds. When a user wants to change something, the agent creates a proposal, and the change applies as soon as the user accepts it. Every account has its own AI credit, and the credit check happens before any cost arises. The use of each account stays visible and capped.
Main Features
Changes apply as soon as the user accepts them
Answers from the own data of your app
A chat panel directly in your app
AI credit use is visible per account and capped
The credit check happens before any cost arises
The list of AI models is maintained by admins, and the access keys stay hidden
The AI model is a simple option to choose
Use Cases
A user of your app asks in the chat for a value from their data. The agent answers from the app's data.
A user wants to change an entry and says so in the chat. The agent creates a proposal, and the change applies as soon as the user accepts it.
A guest account asks the agent a few questions. The credit for that belongs to the guest account itself.
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