Services / AI Applications

The model, inside the product.

Assistants and tool-calling features built around a job the user already does. The interface, retrieval, limits, and logs ship with the rest of the product. The first version uses a hosted model and your data.

What ships

• A feature users can run on their real work
• A model path you can swap without rewriting the app
• Limits, logging, and a human fallback

Typical delivery

• Product UI for the assistant or agent
• Prompt, retrieval, and tool-calling setup
• Evaluation notes for the first real tasks

Questions

Do you train a model from scratch?

The first version uses a hosted model and your data, inside the product. Training is a later decision, after the feature is in production.