2 days → 4 s
Decision time
Nova Finans2025
Financial Risk Analytics Platform
Real-time credit risk scoring and fraud detection powered by machine learning.
Manufacturing
Predictive Maintenance and Production Forecasting
Failure prediction from sensor data, plus weekly production planning forecasts.
- Client
- Poyraz Üretim
- Sector
- Manufacturing
- Duration
- 7 months
- Year
- 2024
- −51%
- Unplanned downtime
- −29%
- Maintenance cost
- < 6%
- Forecast error
Starting point
Unplanned downtime was the single largest source of lost output. Sensor data was collected but never used.
Our approach
- 1Centralised production-line sensor data in a time-series store.
- 2Developed an anomaly detection model that recognises pre-failure signatures.
- 3Built an alerting system that produces a prioritised work list for maintenance.
- 4Added a forecasting module linking demand prediction to production planning.
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Let’s build the future together
Whatever your idea, we have the technology and the team to make it real. Let’s start with a free one-hour discovery call.