# Predictive AI in Action: Engineering a Real-Time Dashboard for Canadian Fleet Optimization

> Source: <https://dev.to/juanpacol/predictive-ai-in-action-engineering-a-real-time-dashboard-for-canadian-fleet-optimization-1bmm>
> Published: 2026-08-09 16:15:49+00:00

After completing Codeboxx's AI for Developers certification, I engineered a full-stack operations platform for Rocket Elevators that monitors 45,000+ elevators across Canada in real-time.

This case study walks through how I integrated predictive risk scoring, multi-agent NLP, and real-time data pipelines into a production system. You'll learn about the architecture decisions, the tech stack (Go, Python, PostgreSQL), and how to move from prototype to 100% accuracy in routing.

Whether you're building AI systems or scaling infrastructure, this breakdown will show you what enterprise-grade implementation actually looks like.

Repo: [https://github.com/Juanpacol/rocket-elevators-dashboard](https://github.com/Juanpacol/rocket-elevators-dashboard)