Predictive Analytics Solution

Challenge

Fluctuating demand and supply conditions leading to uncertainty.

Interruptions caused by international incidents affecting logistics.

Difficulty in gathering and analyzing data from varied sources.

Solution

- Data integration from various external sources, including supply chain events and weather patterns.
- Machine learning algorithms predicting disruptions and providing actionable insights.
- Dashboards for real-time monitoring of key supply chain indicators.

Architecture

Store diverse datasets using Google Cloud Storage.

Built using TensorFlow on Google AI Platform to analyze data and generate predictions.

Use Looker for creating real time dashboards of key metrics and alerts.

Results

More accurate demand forecasting and associated risks.

Streamlined monitoring of supplier sustainability practices.

Benefits

Proactive strategies lessened disruption impacts.

Better alignment with market needs.

Fewer unplanned expenditures resulting from disruptions.

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