The Indian manufacturing sector is undergoing a profound transformation with the integration of Artificial Intelligence (AI) and Machine Learning (ML) solutions, paving the way for the era of smart factories. According to the NASSCOM report on India Industry 4.0 Adoption, it’s projected that digital technologies will account for 40% of total manufacturing expenditure by 2025 as compared to 20% of expenditure in 2021. This paradigm shift encompasses the entire spectrum of factory automation, from the initial stages of manufacturing, including raw material sourcing, to the seamless dispatch of finished products. The integration of advanced technologies promises not only increased process efficiency but also a reduction in unplanned downtimes, resulting in substantial gains for the manufacturing industry, in addition to its potential to bring disruptive changes, well reflected in India’s Industrial automation market growth pegged at a CAGR of 14.26% to reach $29.43 Bn by FY2029.
The application of AI and ML in smart factories extends across various sectors, offering unprecedented opportunities for growth and optimisation. In the automotive sector, AI-powered robotics and automation streamline manufacturing processes, are enhancing precision and speed, leading to process optimisation. From assembly line operations to quality control, smart factories in the automotive industry leverage AI for optimal production efficiency. With the AI & analytics technology implementation rate of 54%, Indian companies are revolutionising their operational methodologies using machine sensors, cloud technology, robotics and automation.
The electronics manufacturing sector is benefitting from AI-driven machine vision and image-based analysis for quality control. AI-facilitated automation, facilitated by AI, ensures the accurate and efficient assembly of intricate electronic components, reducing errors and enhancing overall product quality. This digitization digitisation will help India’s electronics manufacturing industry to reach $300 Bn by 2026.
Smart factories within the chemicals & pharmaceutical industry are leveraging AI for the precise monitoring and control of manufacturing processes. The benefits are spread across the development and commercialisation cycle of products, ranging from analysis of huge databases of molecules for drug discovery and material development to conducting quality control of products. This also includes the automated analysis of raw materials for large large-scale batches and the optimisation of production workflows, leading to increased productivity and compliance with stringent regulatory standards. The textile industry, which contributes 2.3% of India’s GDP, is leveraging applications like Computer aided design and manufacturing (CAD/CAM) in optimising processes such as fabric cutting, stitching, and quality inspection.