Data Analysis and Actionable Insights from Unified Data
Scalable and Versatile Cloud Solutions
Predictive Analytics for Proactive Problem-Solving
The Challenge
Disparate data systems across factories in the USA, Thailand, Malaysia, Philippines and China.
Lack of a holistic view of global operations, hindering trend identification and real-time decision-making.
Fragmented data landscape preventing efficient resource allocation and performance comparisons.
The AI Solution
Azure Data Factory (ADF): Orchestrated seamless ETL of data from diverse factory systems into a centralized repository.
Azure Databricks: Provided a collaborative platform for advanced analytics, data cleansing, feature engineering, and machine learning model development.
Azure Synapse Analytics: Centralized data warehouse for efficient querying, reporting, and advanced analytics.
Power BI: Created visually compelling dashboards and reports for real-time data interaction and trend exploration.
The Impact
Visibility: Unprecedented real-time insights into global manufacturing operations, tracking KPIs and identifying outliers. The Client achieved a 30% increase in operational visibility within the first quarter.
Data-Driven Decision-Making: Informed decisions on resource allocation, production optimisation, and supply chain management led to a 20% reduction in operational costs and a 15% increase in production efficiency.
Proactive Problem Solving: Predictive analytics to anticipate and address potential issues, minimizing downtime by 25% and maximizing productivity, resulting in a 10% increase in overall output.
Collaboration: Enhanced data-driven collaboration across regions and departments, fostering a unified approach to common goals. Employee engagement and cross-departmental collaboration improved by 35%, leading to faster problem resolution and innovation.
