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Manufacturers are facing a workforce shortage that is reshaping how intralogistics operations run for the next decade. According to Deloitte’s 2025 Manufacturing Industry Outlook, 1.9 million manufacturing jobs could go unfilled over the next ten years if talent challenges aren’t addressed. To close that gap, manufacturers are reshaping floor operations around faster, more automated material […]

Large enterprises across the world are looking to minimize effort, time, and cost for Site Reliability Engineering (SRE) and operations for their huge workloads, so they can channel resources towards innovation and productivity instead. At Daimler Truck, one of the largest commercial automotive manufacturers of the world, the IT Aftersales team worked with AWS Partner […]

Surface Mount Technology (SMT) polarity programming defines how a polarity-sensitive component feeds from tape reel or tray to the pick-and-place machine, designed to help maintain correct orientation on the Printed Circuit Board Assembly (PCBA). Get it right, and boards run clean. Get it wrong by 180°, and downstream systems (Automated Optical Inspection (AOI), X-ray, In-Circuit […]

In the modern manufacturing environment, Product Lifecycle Management (PLM) systems have become essential for competitive advantage. By establishing a single source of truth for product data from initial design through manufacturing, service, and end-of-life, PLM enables manufacturers to make faster decisions, reduce errors, and bring products to market more quickly. For manufacturers using Siemens Teamcenter […]

Reducing unplanned downtime in automotive paint shops requires unifying siloed operational data into a contextualized fabric that enables AI-driven root cause analysis and anomaly detection. Today, when a paint shop line goes down, the industrial engineer must manually correlate data across Supervisory Control and Data Acquisition (SCADA) systems, Manufacturing Execution Systems (MES) platforms, downtime logs, […]

This post was co-written with Harsh Vardhan, Global Head of the Digital Innovation Hub, from Apollo Tyres Ltd. Every recipe change on a tyre extrusion line triggers a stabilization period—minutes of off-spec material that must be reworked or scrapped. For high-mix manufacturers running 30–35 setup changes per day, this adds up to 5–6% of total […]

Emerging sustainability reporting requirements demand standardized, auditable processes with flexibility to adapt to evolving frameworks. For many organizations, the challenge isn’t data availability, it’s synthesizing fragmented information into coherent, audit-ready disclosures. Sustainability data resides across facility management systems, procurement platforms, HR tools, carbon accounting solutions, and operational databases. Many traditional business intelligence tools are not […]

For semiconductor companies running Electronic Design Automation (EDA) workloads on AWS, infrastructure availability and performance directly impact chip delivery timelines. A verification regression that fails undetected over a weekend can add days to a tape-out schedule. An unexpected cost spike during crunch can erode confidence in cloud economics. A security incident targeting design IP can […]

Manufacturers operating multi-plant environments struggle with a common challenge: production data trapped in isolated systems across facilities, preventing teams from detecting anomalies early or responding to disruptions before they cascade. In this post, you will learn how to build a Manufacturing Control Tower on AWS that unifies plant-floor data streams, applies Agentic AI for autonomous […]

Manufacturing organizations can now reduce simulation cycle times from days to hours by integrating Teamcenter Simulation with AWS ParallelCluster — eliminating high performance compute (HPC) queuing bottlenecks while maintaining full data traceability. The demand for high-fidelity engineering simulations such as Computational Fluid Dynamics (CFD), Finite Element Analysis (FEA), and Multi-physics analyses continues to grow as […]