Input
Provide the relevant context
A ticket, a document excerpt, possible categories and your business rules form the state to evaluate. Keep input limited to the information the task needs.
Decision API
Define your output categories
The proposed service receives text and selects from values allowed by your application. Define the response format and review rules before the pilot.
Output
Receive usable values
The proposed contract includes a category, a distribution over allowed choices and a handling status. The application validates the schema before taking action. Demo keys illustrate this contract; they are not documentation for an available API.
Evaluation
Measure the right decision
An annotated dataset helps track category confusion, review rates and error costs. Any confidence estimate will require a separate calibration study.
Integration
Keep business controls in your application
Permissions, amount checks and allowed actions remain deterministic rules in your software. A model must not be able to expand its own scope.
Which model will power the service?
The model and hosting approach have yet to be selected. We make no claim to a proprietary architecture or a particular training method.
What about pricing and latency?
Neither is set. Measurements and their test conditions will be published before a commercial offer.
Describe your use case
Collect the expected categories, volumes and your team’s role in a pilot brief.
Plan a pilot