Heavy machinery applications push energy systems to their physical limits. While battery electrification dominates the mobility conversation, it remains insufficient for high-load, long-duration use cases.… Read More »Hydrogen in Heavy Machinery: Engineering Challenges, Hybrid Solutions, and the Path to Scalable Integration
Capgemini’s 2024 report “Harnessing the Value of Generative AI” highlights a major frontier: the transition from simple chatbots to autonomous multi-agent systems. But what looks… Read More »From Chatbots to AI Agents: What the Shift Means for Engineering Workflows
As part of RLE’s cross-study meta-analysis series, this article takes a closer look at Capgemini’s 2024 report “Harnessing the Value of Generative AI.” The findings… Read More »The Real Benefits of Generative AI in Engineering
This article is part of RLE’s cross-study meta-analysis series. Building on Capgemini’s Generative AI in Organizations report (2024), we explore what rising investment levels in… Read More »Scaling GenAI: Engineering-Driven Maturity, Not Just Bigger Budgets
Consumer preferences for propulsion technologies are diverging: while European and Chinese markets are shifting strongly toward BEVs, U.S. consumers still show a preference for ICE… Read More »Navigating Consumer Uncertainty: What Diverging Vehicle Preferences Mean for Engineering
In partnership with Handtmann, RLE explored how weight optimisation unlocks the full potential of giga casting. Focusing on a rear-end module, the study demonstrates significant weight savings, a reduction of 96 parts, and validated crash performance – proving how engineering-led optimisation makes giga casting scalable for future vehicle platforms.
This article is part of RLE’s cross-study meta-analysis series. We analyze leading studies and enrich them with our engineering perspective. Based on Capgemini’s 2024 report… Read More »Generative AI in Engineering: Turning 2025’s Investment Boom into Real Value
Despite falling battery costs and ambitious OEM strategies, many consumers still hesitate to embrace electric vehicles. Why? And what needs to change – beyond the… Read More »EV Costs, Consumer Trust & OEM Strategies – Why the Equation Still Doesn’t Add Up
AI in engineering is no longer a vision – it’s already reshaping how we design, simulate, and optimize products. But beyond the buzzwords, what’s actually… Read More »GenAI, Smart Factory & Digital Twin – How AI Is (Really) Transforming Engineering
As regulatory pressure, infrastructure gaps and customer expectations diverge across regions, the automotive industry is being forced to rethink its global platform strategies. This article… Read More »One Market, Many Needs: Why Regional Engineering Holds the Key to Global Competitiveness
