Manufacturing

Information as the new currency, new workforce, globalized economic risks & opportunities, regulatory requirements, and the digital revolution are some of the megatrends influencing the future of manufacturing. In order to address these megatrends as well as to adapt to the changes caused by the pandemic, manufacturers are looking at various evolving technologies including artificial intelligence, advanced analytics, 3D printing, robotics, AR/VR, and blockchain to help them stay competitive and grow their business.

 

Advanced analytics can help in controlling operational costs, increase efficiency, and minimize waste. Artificial intelligence enables manufacturers to perform tasks at scale and at speed. AI coupled with advanced big data analytics provides the ability to make raw data meaningful and help in making informed business decisions.

 

Saved $1.7M of maintenance costs through predictive analytics & reliability forecast, $4.5M savings from freight shipment cost optimization and reduced workload by 85% using image analytics are some of the examples of value delivered to our manufacturing clients. We could be your partner delivering business value by leveraging our expertise across the Insights Value Chain e.g., Data/ML Engineering, Data Science as well as Advanced Visualization & Reporting.

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Analytics Themes

– Marketing’s 4P Analysis

– Market Mix Optimization

– Emerging Trends Identification

– Product Improvement Insights

Case Study

Identifying Actionable Levers for driving Sales Growth for a leading Automotive Manufacturer led to Rs 328 crore revenue increment opportunities

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Case Study

Analyzing Boating Accidents for a large Boat Manufacturer to help with data-driven product safety feature identification

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Analytics Themes

– Anomaly Detection

– Virtual Assistant for Field Technicians

– Maintenance Crew Planning

Case Study

Highly Scalable ML-based Digital Twin Model for Analyzing and Forecasting Equipment Anomalies Results in USD 1.7MM Savings

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Case Study

Sensor/Image analytics to augment the existing process for a large manufacturer leading to an 85% reduction in workload

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Analytics Themes

– Anomaly Detection

– Virtual Assistant for Field Technicians

– Maintenance Crew Planning

Case Study

Highly Scalable ML-based Digital Twin Model for Analyzing and Forecasting Equipment Anomalies Results in USD 1.7MM Savings

Read More

Case Study

Sensor/Image analytics to augment the existing process for a large manufacturer leading to an 85% reduction in workload

Read More

Analytics Themes

– Demand Forecasting & Planning

– Distribution Network Modeling

– Spend Analytics

– Shipment Cost Optimization

– Out-of-stock & Service level Analytics

– SKU Rationalization

Case Study

Data Lake Enables Insights Into Spend And Cost Optimization For A Large Manufacturing Company leading to improved spend management processes

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Case Study

Freight Shipment Cost Optimization for a leading North American Manufacturer resulted in an impact of USD 4.5M on PFR spend

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Analytics Themes

– Industrial Safety

– AI-driven Quality Control

Case Study

Augmented Safety Monitoring using Compliance Video Analytics for a Large Oilfield Services Company

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Blog

Detect Unknown Defects in Products Using GANs

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