Implementing Change In Manufacturing

McKinsey & Company shows how Danone turns operations into a growth engine. A sharp interview by Pierre de la Boulaye and Søren Fritzen with Vikram Agarwal highlights a structural shift across the FMCG industry. For decades, operations were treated as a cost center. That paradigm is changing. Leading companies now position operations as a driver of growth and competitiveness. The transformation at Danone shows how AI, digital manufacturing and advanced supply chains are reshaping the sector. Several insights stand out. 1) AI turns factories predictive Operators increasingly monitor production lines via tablets instead of control rooms. AI systems detect potential equipment failures before they occur, for example overheating motors in packaging lines. Maintenance shifts from reactive repair to predictive intervention, improving uptime and efficiency. 2) Capacity planning becomes strategic Danone distinguishes three ways to build manufacturing capacity: • Release capacity from existing assets • Transform capacity by converting underperforming lines • Create capacity through new production investments Transforming existing lines enables growth with much lower capital intensity than building new factories. 3) AI reshapes supply chains Danone uses AI models to forecast ingredient costs and supply chain dynamics across global agricultural markets. Instead of analyzing thousands of variables, systems process millions of data points. For a company managing roughly €13.7B in COGS, forecasting accuracy becomes a competitive advantage. 4) Digital manufacturing at scale Danone’s Digital Manufacturing Acceleration program already covers 80+ factories, with 40 more joining soon, across 140+ production sites globally. The ambition goes beyond Industry 4.0 toward Industry 5.0, combining machines, AI and human expertise. 5) People remain central Danone employs 47,000+ people in operations, about half of its workforce. Through its Industry 5.0 Academy, the company has already trained around 20,000 employees in digital manufacturing capabilities. Why this matters The global FMCG industry generates over $4 trillion in annual sales and operates on tight margins. Even small improvements in forecasting, manufacturing efficiency or capacity utilization can translate into billions in value creation. As demand shifts toward health, high-protein and plant-based products, supply chains must become faster and more flexible. AI-driven operations are becoming a strategic advantage. The signal for FMCG leaders is clear: Competitive advantage is increasingly built beyond brands and marketing — in operations. #operations #manufacturing #ai #digitaltransformation #foodindustry #foodtech #retailtech #innovation #procurement #datadriven #danone #france #europe #startup #investors #marketing #sales #technology #logistics

Transformation thrives when people are empowered to make the most of technology. 🚀 My recent visit to the Bosch production facility for automotive and eBike drives in Miskolc, Hungary, showcased this perfectly. I was deeply impressed to see firsthand how their progress in digitalization and the implementation of the Bosch Manufacturing and Logistics Platform (BMLP) is reshaping their manufacturing operations. BMLP is a globally standardized, open IT platform that connects all stages of production and logistics. During an insightful plant tour, I observed a successful example of how the platform leads to significant improvements in efficiency, quality, and data transparency across the plant. What stood out most was seeing the passionate and enthusiastic team at Miskolc leverage this technology in action and achieving great results towards operational excellence. Here are three key areas where BMLP is contributing to the plant’s digital transformation success, powered by our NEXEED IAS: 1️⃣ Enhanced Efficiency & Reduced Downtime: The module Shopfloor Management enables a closed PDCA cycle in production by consequent integration of all relevant information in one system. This leads to quick reaction in case of deviations to minimize downtimes and safeguard the daily performance targets.   2️⃣ Improved Product Quality: Continuous monitoring throughout production stages helps the team identify issues early, ensuring top-tier quality while driving process improvements.   3️⃣ Change Management: Change management plays a crucial role in digital transformation within a plant. As seen in Miskolc, effectively managing change ensures that the workforce is engaged, and equipped to embrace new technologies, driving sustainable success. In Miskolc we have seen solutions using gamification that help to involve all associates, making the transition both engaging and effective.   I was also excited to see AI in action with a live demo of 8D Analysis using GenAI, cutting failure analysis time by half. By automating the root cause analysis process, engineers are now spending less time on administrative tasks and more on proactive problem-solving – a great example of how technology empowers people. Beyond the production lines, the most rewarding part of the visit was engaging with the team. Their passion for digitalization, commitment to upskilling, and their drive for innovation truly brought home the message: technology is only as strong as the people behind it. A special thank you to the entire Miskolc team for the inspiring discussions and warm welcome – along with Volker Schilling, Klaus Maeder, Joerg Klingler, Volker Schiek, Norbert Jung, Stephan Brand, Aemen Bouafif, and everyone who joined us on this great trip. I’m excited to see what’s next on this incredible digitalization journey!

Most manufacturers aren't failing because they don't want to transform. They're failing because they don't know how far they've come, where the roadblocks are, or what's actually holding them back. That’s why benchmarking matters. A recent report by Onward Partners based on 387 Industry 4.0 assessments across 40 countries provides a rare data-driven snapshot of where manufacturers truly stand. 𝐓𝐡𝐞 𝐚𝐯𝐞𝐫𝐚𝐠𝐞 𝐦𝐚𝐭𝐮𝐫𝐢𝐭𝐲 𝐬𝐜𝐨𝐫𝐞? Just 2.38 out of 6. That means most companies are still stuck in the early or middle stages of their transformation journey. But the story the data tells gets even more interesting when you look at the gaps. 𝐓𝐡𝐫𝐞𝐞 𝐢𝐧𝐬𝐢𝐠𝐡𝐭𝐬 𝐭𝐡𝐚𝐭 𝐞𝐯𝐞𝐫𝐲 𝐦𝐚𝐧𝐮𝐟𝐚𝐜𝐭𝐮𝐫𝐞𝐫 𝐬𝐡𝐨𝐮𝐥𝐝 𝐩𝐚𝐲 𝐚𝐭𝐭𝐞𝐧𝐭𝐢𝐨𝐧 𝐭𝐨: • 𝐈𝐓 𝐬𝐲𝐬𝐭𝐞𝐦 𝐢𝐧𝐭𝐞𝐠𝐫𝐚𝐭𝐢𝐨𝐧 𝐢𝐬 𝐭𝐡𝐞 𝐰𝐞𝐚𝐤𝐞𝐬𝐭 𝐥𝐢𝐧𝐤. It received the lowest average score across all dimensions. But it also had the highest maximum score. This means the vast majority are struggling with fragmented systems and data silos, while a small set of front-runners are unlocking real competitive advantage through seamless integration. • 𝐒𝐨𝐜𝐢𝐚𝐥 𝐜𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧 𝐢𝐬 𝐭𝐡𝐞 𝐡𝐢𝐠𝐡𝐞𝐬𝐭 𝐬𝐜𝐨𝐫𝐢𝐧𝐠 𝐚𝐫𝐞𝐚 𝐨𝐧 𝐚𝐯𝐞𝐫𝐚𝐠𝐞, 𝐛𝐮𝐭 𝐧𝐨 𝐜𝐨𝐦𝐩𝐚𝐧𝐲 𝐬𝐜𝐨𝐫𝐞𝐝 𝐧𝐞𝐚𝐫 𝐭𝐡𝐞 𝐭𝐨𝐩. Collaboration exists, but it's not fully enabled by data or technology. Teams are still operating on email threads and meetings rather than AI-supported, real-time decision platforms. Culture may support teamwork, but the tools aren't amplifying it. • 𝐂𝐮𝐥𝐭𝐮𝐫𝐞 𝐥𝐞𝐚𝐝𝐬, 𝐛𝐮𝐭 𝐞𝐱𝐞𝐜𝐮𝐭𝐢𝐨𝐧 𝐥𝐚𝐠𝐬. Among the four structuring forces that define Industry 4.0 maturity (resources, information systems, organizational structure, and culture), culture comes out on top. Companies have strong leadership buy-in and employee readiness. But without the right systems and processes in place, motivation alone isn’t moving the needle. The most successful manufacturers aren’t just investing in tools. They are aligning their people, systems, and processes in a way that scales. That’s the real path to transformation. 𝐑𝐞𝐚𝐝 𝐟𝐮𝐥𝐥 𝐚𝐫𝐭𝐢𝐜𝐥𝐞 𝐚𝐧𝐝 𝐚𝐜𝐜𝐞𝐬𝐬 𝐰𝐡𝐢𝐭𝐞𝐩𝐚𝐩𝐞𝐫 𝐡𝐞𝐫𝐞:  https://lnkd.in/erSBysjQ ******************************************* • Visit www.jeffwinterinsights.com for access to all my content and to stay current on Industry 4.0 and other cool tech trends • Ring the 🔔 for notifications!

Reflecting on our Industry 4.0 course and our project for it, I’ve realised that digital transformation looks very different when you step out of presentations and frameworks and into a real business that’s facing real constraints. Our group had the opportunity to work with MGR Enterprises In, a uPVC window fabrication SME in Vizag. The goal was simple on paper to transform their largely manual operations into a practical, transparent, Industry 4.0-enabled workflow. In reality, it was anything but simple. And that’s where the learning began. Here are the insights that stayed with me: 1️⃣ Implementation isn’t glamorous — it’s grounded. Digital adoption is shaped by constraints: aging infrastructure, limited budgets, workforce readiness, and ethical boundaries. You can’t drop “smart systems” into a messy real-world workflow and expect magic. You must work with the constraints, not around them. 2️⃣ The most successful transformations begin small. A phased, use-case–driven approach works best. When each step creates savings that fund the next, Industry 4.0 becomes not just possible — but sustainable. 3️⃣ Errors begin long before production. We discovered that the biggest operational failures start at the measurement stage, days before manufacturing. Digitising data flow at this early point instantly reduces waste, rework, and customer dissatisfaction. Sometimes, preventing errors beats automating them. 4️⃣ People are at the heart of everything. Workers aren’t resistant to change they’re overloaded. When tech reduces cognitive pressure and makes their jobs easier, adoption becomes natural. Human-centric design isn’t a bonus; it’s the foundation. 5️⃣ Simple, affordable tech can create an outsized impact. Laser measurements, cloud-based cut optimisation, and QR-driven traceability created more value than any automated machinery could have. Industry 4.0 for SMEs isn’t about robots — it’s about smarter information. 6️⃣ Transparency can become a business strategy. For an ethical SME like MGR, digital traceability isn’t just operational hygiene — it becomes a premium value proposition. When customers can see the process, trust becomes a differentiator. 7️⃣ Culture determines the success of every tool. Technology succeeds only when people trust it, understand it, and see its value. Change management is not a final step — it’s the entire journey. This project taught me that Industry 4.0 is less about technology and more about how humans, processes, and information intersect. The real transformation happens in small workshops, with real people, solving real problems & not in slides. Deep gratitude to Akshay G Khanzode, Ph.D. and Indian Institute of Management Visakhapatnam for giving us the opportunity to learn Industry 4.0 where it matters most: in the real world, with all its complexity and possibility. #Industry4_0 #DigitalTransformation #SmartManufacturing

The manufacturing reset: Why November 2025 could redefine Indian manufacturing “You don’t lead change afterwards; you get in front of it.” Today, I believe India’s manufacturing sector is at a pivotal inflection point, and for Greaves Cotton Ltd, it’s not just a wave to ride, but a platform to leap from. So why does November 2025 matter? India’s #manufacturing output is showing renewed traction; the #PMI climbed to 59.3 (a 17.5-year high) signalling strong expansion momentum. Manufacturing still contributes only ~17.2 % of #GDP, with a target of 25 % ahead. The runway is expansive. For Greaves, this “manufacturing reset” aligns with our evolving identity. Under our new strategic roadmap, GREAVES.NEXT, we have moved beyond the idea of being simply ‘engine-makers’. We are building ourselves to offer #Energy Solutions, #Mobility Solutions, and #Industrial Solutions, three areas that will shape how India powers, moves, and builds in the decade ahead. But strategy only matters when it meets execution, and for us, that execution is unfolding every day on the shop floor. Across our plants, Industry 4.0 is no longer a buzzword; it has become an operating reality. Machines now speak to us through IoT-driven dashboards. Data is giving us real-time visibility into performance, quality, and asset health. Automated inspection systems are eliminating guesswork and improving consistency. Predictive maintenance is helping us move from reactive repair to proactive reliability. And our focus on energy efficiency and green manufacturing is building sustainability into the system, not as an afterthought, but as a design principle. All of this supports what GREAVES.NEXT fundamentally stands for: fuel-agnostic powertrains, deeper OEM collaborations, and industrial solutions that are engineered for global relevance. It’s a shift from building products to providing solutions; from chasing efficiencies to creating them. A manufacturing reset doesn’t happen by accident. It requires teams aligned to a long-term view, processes that evolve continuously, and a culture that adapts faster than the world around it. At Greaves, we’re working towards that mindset every day; learning, progressing, and building for a future that rewards flexibility and reinvention.

Advanced manufacturing technologies like 3D printing are reshaping traditional approaches to maintenance, offering transformative potential in reducing waste, streamlining logistics, and accelerating innovation in industrial operations. 3D printing minimizes inventory and storage needs by creating parts on demand and enabling rapid response to equipment downtime. Key considerations include proper material selection, CAD design precision, tailored printer investments, and skilled staff training. By aligning predictive maintenance strategies with additive manufacturing, industries can proactively address wear and tear, further optimizing operations. Ensuring compliance with safety and quality standards is critical for long-term success and operational reliability, underscoring the importance of strategic planning in implementing this technology. #3Dprinting #manufacturing #DigitalTransformation

Three decades of growth. A loyal team. A strong product. Yet the curve has flattened — and the real competitor isn’t who you think. Recently, I spoke with the Managing Director of a 350+ employee SME. Global client base. Niche product. Three decades of steady growth. Market demand? Still strong. Yet growth has gone flat. The reason isn’t shrinking demand. It’s that new entrants, built on leaner structures and smarter tech, can now do the same work faster and at lower cost. This isn’t just their story — it’s the dilemma of many established companies in India’s SME sector. In Organisation Development terms, I see three levers holding the key: 🔹 Structure – Legacy hierarchies slow decisions; lean entrants empower agile, cross‑functional teams. 🔹 Culture – Clan‑style loyalty builds trust, but when it overrides accountability, performance suffers. 🔹 Processes – Manual, policy-heavy workflows struggle against digital-first, data‑driven operations. The paradox: The same loyalty and trust that once built resilience can, if left unchecked, slow transformation. The next phase of growth will come when leaders: - Challenge “sacred” processes that no longer serve - Balance loyalty with accountability - Modernise tools, data, and workflows - Rewire culture from family-first to performance‑with‑care For organisations at the plateau, the choice is clear: evolve the fabric — or watch it fray. #Leadership #OrganisationalDevelopment #BusinessTransformation #CultureChange

A little over 3 years ago, I wrote in Smart Industry from Endeavor Business Media about the urgent need to rebalance the world's industrial ecosystem, shifting from centralized, labor‑dependent mega‑factories to a more distributed, digitally enabled manufacturing footprint. This recent piece from The Economist makes it clear: that inflection point has arrived, and it is actively reshaping value creation across industries. What Still Holds True 🔁 Distributed manufacturing = #resilience + margin protection. The strategic logic hasn’t changed: customer proximity, production flexibility, and ecosystem partnerships still drive outperformance. 🤖 Automation + software remains the unlock. The future isn’t about robots alone; it’s about building integrated, #reprogrammable automation systems that can be redeployed when and where needed, and scale intelligently. What’s Changed and Why it Matters 🎛️ AI has moved from optimization to #orchestration. In 2022, the conversation still centered on topics like line efficiency, yield improvement, and quality control. Today, AI is able to redesign assembly processes, dynamically adjust workflows, and balance labor, materials, and machine availability in real time. 🧠 #GenAI is closing the "sim‑to‑real" gap. AI models trained on massive sensor and vision datasets are now able to generate much more accurate #simulations, making it possible for robots to perceive, understand, and react to real‑world variability.  🌍 Global footprint strategy is being rewritten. Labor arbitrage is no longer the dominant variable; AI‑enabled productivity is. This changes where assets should sit and how they should scale. ⚡ The adoption curve has collapsed. What was once a 5 to 10-year out horizon is now a near‑term strategic imperative. Leading manufacturing companies are no longer experimenting, they are actively deploying. Even Jensen Huang has declared that "the #ChatGPT moment for robotics is here"! For executives, investors, and boards, the takeaway is simple: AI isn’t a bolt‑on to your manufacturing strategy. It’s a competitive, #system‑level capability that will separate tomorrow’s winners from the laggards. The companies that rethink their operating models now will be the ones who define and capture the next decade of industrial value creation. #PhysicalAI #FactoryoftheFuture #SmartFactories #IndustrialAutomation #AdvancedManufacturing #DistributedManufacturing Link to Smart Industry article below in the comments. https://lnkd.in/eFrArdGe

As a headhunter placing leaders in the manufacturing industry, I've witnessed a remarkable transformation in leadership styles over the past 30 years. The once-dominant autocratic approach has been replaced by more collaborative and adaptive styles. In the early days of my career, autocratic leadership was the norm. Leaders relied on their cognitive abilities and business acumen to make quick decisions and maintain strict control. While this approach yielded results in efficiency and execution, it often came at the cost of employee engagement and innovation. However, as the industry evolved, so did the expectations of leadership. Transformational leadership began to gain traction, emphasizing inspiration, vision, and empowerment. Leaders focused on developing their teams, fostering a culture of continuous learning, and encouraging experimentation. This shift unleashed employees' potential, increasing creativity, collaboration, and performance. But the evolution didn't stop there. The importance of diversity, equity, and inclusion (DEI) in driving organizational success became increasingly apparent. Leaders who embraced DEI created inclusive environments where everyone felt valued and empowered to contribute their unique perspectives. This not only enhanced innovation but also strengthened the fabric of their organizations. Emotional intelligence also emerged as a critical leadership skill. Leaders who developed self-awareness, empathy, and communication abilities were better equipped to build strong relationships, navigate conflicts, and create psychologically safe team spaces. This fostered trust, collaboration, and resilience in the face of challenges. As technology rapidly advanced, digital leadership became a necessity. Forward-thinking leaders sought to understand and leverage emerging technologies to drive innovation, efficiency, and customer-centricity. They encouraged their teams to develop digital skills and harnessed the power of data to inform decision-making. Looking ahead, companies are seeking leaders who can balance various leadership styles, adapting their approach based on the situation and the needs of their teams. The future of work demands transformational, servant-oriented, emotionally intelligent, and digitally savvy leaders. They must be able to inspire, empower, and develop their teams while navigating the complexities of an ever-changing business landscape. The evolution of leadership in manufacturing has been a journey of growth, adaptation, and balance. As we progress, the most successful leaders will continue to learn, evolve, and find harmony in the face of new challenges and opportunities. The future of work belongs to those who can lead with vision, empathy, and agility, shaping a brighter tomorrow for their organizations and the industry. #LeadershipEvolution #FutureOfWork #ManufacturingLeadership #AdaptiveLeadership #DigitalTransformation