The question behind the work.
An unconstrained generated quote can be inconsistent. A useful workflow needs explicit fields and deterministic calculations.
Dataset & environment
Real customer-communication context. The interactive example uses synthetic inquiries.
From the idea to the method.
- Identify the requested product, size, date, design, and delivery requirements.
- Validate required fields against business rules.
- Calculate line items separately from language generation.
- Prepare a clear reply and send the draft to a person for review.
Where I was involved.
- AI-assisted customer communication and prompt design.
- Practical validation and human review of business inquiries.
How to assess it carefully.
Check missing fields, invalid quantities, and arithmetic independently. The on-site calculator is a deterministic illustration, not a deployed language-model integration.
What is documented.
The site demonstrates an explicit rules-based example. No model provider, production integration, or quantitative automation outcome is claimed.
A foundation for the next experiment.
The next step is to document the implementation and its limitations with reproducible artifacts, practical feedback, and a clear account of the work contributed.
Future updates can include code, screenshots, reproducibility instructions, and verified outcomes.