AI-Powered Analytics Dashboard
Industrial manufacturer
A real-time analytics platform that improved decision-making speed by 60% across production and supply chain.
- faster decisions
- 60%
- faster decisions
- data sources unified
- 12
- data sources unified
- less unplanned downtime
- 8%
- less unplanned downtime
- React
- Python
- TensorFlow
- Apache Kafka
- Google Cloud
The Challenge
Production data lived in a dozen systems — PLCs, ERP, quality logs, spreadsheets. By the time analysts assembled a weekly report, the information was stale and the opportunity to act had passed.
Our Solution
We built a streaming data platform on Kafka that unifies twelve sources into a live operational picture: real-time OEE and quality dashboards, anomaly detection on sensor streams, and ML-driven maintenance predictions with plain-language explanations operators actually trust.
The Results
Decision-making speed improved by 60% — issues that once surfaced in weekly reviews now trigger same-shift responses. Predictive maintenance cut unplanned downtime by 8%, and the weekly reporting ritual was retired entirely.