Start with the problem, not the feature list.
The project was approached around the business workflow, the people using the system, and the friction that needed to be reduced. That context shaped the structure, experience, and implementation.
What the work focused on
- Natural-language interaction direction
- Simplified technical information retrieval
- Technician-focused workflow thinking
- AI as an assistance layer over real systems

