Project case study
AI Assessment Platform
Assessment workflow connecting UI, PostgreSQL, and n8n webhooks for structured education or business scoring.
Problem
Use AI to accelerate a business process, improve decision quality, or reduce operational load.
Architecture
Data, model, API, user interface, and deployment workflow are designed together.
Consulting lesson
A successful AI project starts with scope, data flow, and user adoption, not model choice alone.