Delivery Accuracy Improvement

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  • View profile for Rahul Iyer

    AI-Driven Transformation Leader | Founder & CEO, AIGPE® | Driving Lean, Six Sigma, Project Management, Operational Excellence & AI | Trusted By 1M+ Professionals

    18,316 followers

    You have done this a hundred times. You try to plug in a USB. It doesn't fit. You flip it. Still wrong. You flip it back. Finally it goes in. Annoying. But notice something. You can only plug it in the right way. The wrong way is blocked. That is not an accident. It is a 60-year-old idea from a Toyota factory, and it has a name: poka-yoke. In plain English, mistake-proofing. It came from a Japanese engineer named Shigeo Shingo in the 1960s. He noticed workers on one line kept forgetting to put a tiny spring under a switch button. Every manager's first instinct is the same: tell people to be more careful. Retrain them. Maybe write them up. Shingo did the opposite. He changed the process. Instead of grabbing each spring directly, workers first placed the springs in a small dish. Then they took each one from the dish into the product. Now if a spring was left in the dish, anyone could see it instantly. Defects dropped to zero. Overnight. No extra training. No blame. He first called the idea "baka-yoke," which means fool-proofing. Then he dropped that name. Calling workers fools, he said, was the wrong way to think. Everyone makes mistakes. A good system catches them. Here is the useful part. Shingo said you can mistake-proof almost anything in one of three ways. Worth keeping somewhere: 1️⃣ Make it physically impossible to do wrong. Shape it so only the right way fits. (The SIM card. The USB. The diesel nozzle too wide to enter a petrol car.) 2️⃣ Make the right count obvious. Set it up so a missing or extra piece shows at a glance. (Shingo's dish of springs.) 3️⃣ Lock the steps in order. Build it so a step cannot be skipped or reversed. (The ATM that returns your card before it gives you the cash.) Notice what all three have in common. Not one of them depends on people trying harder. They depend on better design. So before you retrain someone for an honest mistake, ask one question: ⁉️ Could I redesign this so the mistake simply cannot happen? That single question is one of the quietest superpowers in Lean and Six Sigma. Now I would love your help with something. I have only ever seen a small slice of this. What is the smartest piece of mistake-proofing you have come across, at work or in everyday life? Add it in the comments. I want to learn the ones I have missed, and I have a feeling this thread could turn into a brilliant list for all of us. Follow Rahul Iyer for Lean, Six Sigma, Project Management & AI Insights.

  • View profile for Daniel Croft Bednarski

    I Share Daily Lean & Continuous Improvement Content | Efficiency, Innovation, & Growth

    11,005 followers

    How to Identify Poka Yoke Solutions and Error-Proof Your Processes Mistakes happen, but in Lean, the goal is to design processes where errors can’t occur in the first place. That’s where Poka Yoke (error-proofing) comes in. It’s not about fixing mistakes after they happen—it’s about preventing them entirely. So how do you identify the right Poka Yoke solutions for your process? Let’s break it down. 1. Understand Where Errors Happen Start by analyzing your process to find where mistakes occur. Ask yourself: Are errors happening during setup, assembly, or inspection? What are the most common mistakes? What’s the impact of these errors—cost, quality, or time? Pro Tip: Use tools like the 5 Whys or a Fishbone Diagram to dig deeper into root causes. 2. Categorize the Types of Errors Poka Yoke solutions often address specific types of errors, such as: Omissions: Steps that are skipped. Incorrect Actions: Performing the wrong step or using the wrong part. Timing Issues: Doing a step too early or too late. Identifying the type of error helps you tailor the solution. 3. Look for Simple Solutions The best Poka Yoke systems are simple, intuitive, and inexpensive. Consider these approaches: Physical Barriers: Prevent errors by making incorrect actions impossible (e.g., a plug that only fits one way). Checklists or Visual Cues: Use clear labels, color coding, or templates to guide actions. Automation or Alerts: Sensors, lights, or alarms can flag errors immediately. Pro Tip: Observe the process at the Gemba to spot opportunities for error-proofing. 4. Test and Iterate Not every solution will work perfectly on the first try. Test your Poka Yoke ideas, gather feedback, and refine as needed. Example: If operators frequently forget to tighten a bolt, a torque wrench with a built-in sensor can alert them if the bolt isn’t properly tightened. 5. Involve the Team Your team knows the process better than anyone. Engage them in brainstorming Poka Yoke solutions—they’ll often come up with creative ideas you wouldn’t think of. Poka Yoke in Action: Imagine an assembly line for car parts. Workers occasionally install screws in the wrong holes. A simple Poka Yoke solution could be using guides or jigs that align the screws perfectly, ensuring they only fit where they’re supposed to go. The Bottom Line: Poka Yoke isn’t about adding complexity—it’s about simplifying processes to make errors impossible. By focusing on prevention instead of correction, you can save time, reduce costs, and ensure higher quality.

  • View profile for Jake Karls

    Co-Founder & Rainmaker of Mid-Day Squares. || Forbes 30 Under 30 || EY Entrepreneur Of The Year Finalist x2 ||

    66,832 followers

    Evolution takes time… But listening always pays off. A couple of years ago, we made one of the hardest, And smartest decisions in our journey. When we first launched Mid-Day Squares in 2018, the product worked. The excitement was real. The brand was growing. But as we scaled, we started listening to feedback, to the data, and to how people were actually enjoying the product. We learned something important: Many customers were eating one square at a time and putting the second back in the fridge. The problem? That second square wasn’t staying as fresh. At the same time, raw material and supply chain costs were skyrocketing. To survive as a business, we had to make a bold call: Move from two squares to one. And to raise the price of our product. And over time, we realized the change wasn’t just practical, it was right. The single square became the perfect amount for that midday moment we were built for, the pick-me-up between lunch and dinner. It was the right format for the use case our consumers wanted most. As the product evolved, so did how we presented it. We refined the flavour name to be clearer and instantly communicate what it tastes like. And the packaging evolved too. We went from having lots of words on the front to leading with what mattered most: Our brand identity, our logo, and the actual product image. Simple. Confident. Recognizable. At first, the transition wasn’t easy. Sales dipped. Feedback was mixed. But over time, everything started to click. The product stayed fresher. The brand looked cleaner. And then growth came back: First steady, then it started compounding fast. Today, most of our consumers love the change. It was hard, but one of the best decisions we’ve ever made. Real evolution doesn’t happen overnight. But when you listen, adapt, and stay true to your purpose, it always pays off. #packaging #cpg #sales #retail #grocery Mid-Day Squares.

  • View profile for Deb Cupp

    Executive Vice President and Chief Revenue Officer, Microsoft global enterprise | Ralph Lauren Board Member

    60,068 followers

    Small details can have a big impact in a fast-moving business.   For Cooperativa de Productores de Leche R.L - Dos Pinos, one of Costa Rica's largest dairy cooperatives, packaging accuracy matters. A missed detail can slow a launch or add pressure for teams already managing a high-volume operation.   That’s where AI can make a real difference, helping teams move faster without sacrificing accuracy.   Using Microsoft Copilot Studio, creative lead Jhojan Rodríguez built a packaging AI inspector agent that compares product labels against internal data sheets and flags discrepancies before files leave the design team.   The results are impressive: design-stage inconsistencies were reduced by more than 50%, and average time to market was cut by around ten days.   Johjan and his team took a thoughtful approach from the start. They knew exactly where manual reviews were slowing them down and where AI could help, allowing designers to spend more time on creative work and less time on repetitive tasks.   It's a great example of how the people closest to the work are often best positioned to identify opportunities for innovation and create meaningful business impact.   Learn more about how Dos Pinos is helping employees use AI agents to improve the work they know best: https://lnkd.in/eKv6fPGu

  • View profile for Lisa Cain

    Transformative Packaging | Sustainability | Design | Innovation | BP&O Author

    48,174 followers

    Spoiler Alert! Ever hesitated before throwing out out slightly mushy berries or stale bread, wondering if it was really necessary? We've all heard the saying, "When in doubt, throw it out." But what if there was a smarter way to decide? Imagine if our food could tell us when it's still good to eat or when it's time to let it go. That's the promise of "smart packaging," a revolutionary technology that could make 'best before' labels a thing of the past. Since their introduction by Marks and Spencer in 1973 as 'sell by' dates, these labels have evolved into today's 'best before' and 'use by' tags. Yet, as our understanding of food safety and sustainability has grown, these dates' usefulness is being questioned more than ever. Critics argue that 'best before' dates often confuse consumers and lead to significant food waste. Major retailers like Waitrose and Marks & Spencer agree and have begun phasing out these dates on certain products, questioning their necessity and effectiveness. Researchers at McMaster University are pioneering smart packaging technologies to improve food safety. They've developed innovations like Sentinel Wrap, a plastic that changes colour to indicate when foods like meat, cheese, or produce are starting to spoil. This visual cue helps consumers and retailers assess food freshness without relying on potentially misleading dates. They've also created handheld devices for quick, precise freshness checks. These are invaluable for retailers, allowing them to identify and remove spoiled items before they reach consumers, thus avoiding large-scale food recalls. Adding another layer of safety, they've developed a lab-on-a-package system that triggers a visible alert when items like chicken, fish, or meat go bad. There's even a sprayable gel made from beneficial bacteriophages to tackle harmful bacteria directly. These smart packaging solutions are both effective and affordable, costing just a few pence per package. Despite this, some food producers are hesitant to adopt the technology, worried about its impact on consumer prices in a tight economic climate. The urgency for change is underscored by the UN's Food Waste Index Report 2024, which calls food waste a "global tragedy." With over a billion meals thrown away each day, the potential for smart packaging to reduce this waste is clear. However, widespread adoption will require changes to current food regulations and packaging standards. Could this be the future of how we manage our food? Maybe it's time to move beyond 'best before' dates and embrace a smarter, more sustainable approach. What do you think—are we ready for this change? Is it time to ditch the dates? Are you a sniffer or a ditcher? #packaging #foodpackaging #packaginginnovation #foodindustry

  • View profile for M Nagarajan

    Sustainable Cities | Startup Ecosystem Builder | Deep Tech for Impact

    19,951 followers

    𝐈𝐭'𝐬 𝐦𝐨𝐫𝐞 𝐚𝐛𝐨𝐮𝐭 𝐞𝐱𝐩𝐞𝐫𝐢𝐞𝐧𝐜𝐞, 𝐟𝐞𝐞𝐥, 𝐜𝐚𝐫𝐞, 𝐞𝐱𝐜𝐢𝐭𝐞𝐦𝐞𝐧𝐭, 𝐞𝐦𝐨𝐭𝐢𝐨𝐧𝐬, 𝐬𝐚𝐟𝐞𝐭𝐲 𝐭𝐡𝐚𝐧 𝐣𝐮𝐬𝐭 𝐩𝐚𝐜𝐤𝐢𝐧𝐠 𝐨𝐟 𝐭𝐡𝐞 𝐩𝐫𝐨𝐝𝐮𝐜𝐭𝐬 𝐟𝐨𝐫 𝐜𝐮𝐬𝐭𝐨𝐦𝐞𝐫𝐬 ! Glass, Wood, Paper, Plastic bags, Clothes, Ceramic and Clay, Cardboard were used earlier for packaging. But, the trend, design, need have been changed. Modern packaging have included materials like Biodegradable Paper Boxes, Glass Jars, Reusable Tin Boxes, Plant-based Packaging, Compostable Cutlery, Seaweed-based Packaging, Mason Jars etc. Packaging In the Food delivery market, smart packaging is emerging as a game changer for food businesses, driving significant growth and enhancing customer loyalty. With platforms like Swiggy and Zomato serving millions of orders daily, consumers now expect more than just a hot meal—they’re looking for an immersive experience that starts the moment the food arrives. Innovative packaging not only helps businesses differentiate themselves but also allows them to justify premium pricing. Studies suggest that eco-conscious packaging leads to increased consumer trust, with sustainable brands seeing up to 20% higher retention rates. As environmental concerns grow, particularly in countries like India, where plastic waste reaches over 9 million metric tons annually, companies are transitioning to eco-friendly alternatives. Brands like Pot Pot and Aflatoon have turned packaging into a strategic business asset by offering reusable containers and reducing plastic waste. The result? Enhanced customer experience and increased sales. Pot Pot, for example, delivers meals in reusable glass jars and cloth potlis, while Behrouz Biryani's metal handi dum biryani has become a talking point among customers. With innovations like leak-proof paper boxes, interlocking designs, and even AR-enabled packaging, businesses are connecting with consumers in exciting new ways. Smart packaging isn’t just about the look—it’s about how brands communicate their values and build a lasting relationship with their customers. As more brands tap into these trends, it’s clear that the future of food delivery will be driven by sustainability, creativity, and customer engagement, making packaging as vital as the food itself. #delivery #packaging #smartpacking #foodparcels #paperboxes #creativity #innovation #newtrends #design #fmcgindustry #customerexperience #foodpacking #businesscommunication #ecofriendly #sustainable

  • View profile for Luis Edilberto

    CPG Packaging Designer for brands scaling across retail, Amazon, and DTC | Founder of Evyo Studio

    5,442 followers

    Smucker’s recent packaging refresh is a good example of modernizing brand equity instead of replacing it. The update is not dramatic, but that’s why it works. The previous label made “Seedless Strawberry Jam” the main read. The new label shifts the hierarchy so strawberry leads first, with seedless moving into a secondary role. That matters because most shoppers are scanning for flavor before they are reading the product format. The fruit photography is also larger, vibrant, and more direct, which improves flavor recognition on shelf. They kept the pieces that carry recognition: the checkered cap, the jar shape, and the Smucker’s logo. But the label system feels cleaner, the red feels richer, and the front panel has less visual friction. The addition of “spreadable, with blended fruit” also gives the product more context without overcrowding the design. This is the kind of refresh that feels simple on the surface, but strategic underneath. Keep what people already recognize. Improve what helps them choose faster. Make the brand feel current without making it feel unfamiliar. #PackagingDesign #Branding #CPG

  • View profile for Ivan Carillo

    AI-Powered Kaizen for operations that keep slipping back

    127,436 followers

    Mistakes. We all make them.   But what if there was a fail-safe way to minimize them?   Poka-Yoke is a Japanese term that means "mistake-proofing".   It refers to any mechanism helping an operator avoid mistakes by preventing, correcting, or drawing attention to human errors as they occur.   Here's a 4-level Poka-Yoke hierarchy:   (from strongest to weakest)   1/ Prevention → Impossible to Fail Design makes errors physically impossible:   → USB-C connectors that only fit one way → Different connectors for oxygen vs. medical air  → Luggage carts won't roll without handle pressure → Car keys can't be removed until the transmission is in Park → Credit cards with chips that only insert one direction → Microwaves that won't start with the door open   2/ Detection → Instant Feedback System catches errors immediately and alerts you:   → Spell-check underlining misspelled words as you type → Weight scales flagging wrong shipments → Temperature alarms for too high/low → Seat belt warning chimes   3/ Mitigation → Reduce Mistake Impact Error can happen, but damage is limited:   → Circuit breakers preventing electrical fires → Dual engines on aircraft → Airbags deploying in crashes → Safety goggles protecting eyes during mistakes → Backup generators kicking in during power loss → RAID storage systems surviving hard drive failures   4/ Warning → Cross Fingers Relies on human attention and compliance:   → "Caution" signs → Speed limit beepers → "Check your mirrors" stickers → Password expiration reminders → "High voltage" warnings → Recommended tire pressure labels   P.S. Smart people make mistakes.   Brilliant systems prevent them.   Which are you building?

  • View profile for Surbhi Pedamkar

    Branding and Packaging Designer

    3,209 followers

    If customers have to think, you've already lost them. Why do some products get picked while others get ignored? It's not always the better product. Sometimes, it's simply the one that's easier to understand. When redesigning DryM Foods, I kept asking one question: "What helps someone make a quicker, more confident decision?" The previous packaging had good illustrations and a warm personality, but it made shopping harder: Every variant looked similar. The product wasn't immediately visible. The product name competed with the artwork. Flavours weren't easy to differentiate on the shelf. The redesign focused on reducing that friction. A few intentional changes made a big difference: ✅ Distinct colours for every SKU to improve recognition. ✅ Real food photography to trigger appetite. ✅ A clear information hierarchy that guides the eye naturally. ✅ Key benefits placed upfront so customers don't have to search for them. Good packaging isn't just about aesthetics. It's about making decisions easier. Because customers don't spend minutes analysing a product, they make a judgment in just a few seconds. Every element on the front of a pack should answer a question before it's even asked. That's the psychology behind effective packaging. I would love to know: What's the first thing you notice when you pick up a product from a shelf? #PackagingDesign #BrandStrategy #PackagingPsychology #BrandIdentity #FoodPackaging #GraphicDesign #ConsumerPsychology #DesignThinking #Packaging #Branding

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  • View profile for Edward KOSIOR

    CEO and Founder at Nextek Ltd

    23,559 followers

    Currently there is a disconnect between what brand owners and retailers are putting onto the market and what they require to meet their sustainability goals, namely high-quality recyclate. This disconnect is causing chaos and confusion. Brands need to acknowledge that what they put on the market is what they will get back. KPMG recently flagged up a rather obvious fact that insufficient plastic waste volumes are reaching sorting facilities. The main culprit? Lack of effective pre-sorting. While it is true that we need to increase recovery rates, boosting the pre-sorting infrastructure alone will achieve very little. What we need is to go back to the plastic packaging design drawing board to really make a difference. A paradigm shift in the current design guidelines for circular packaging has the potential to transform recycling rates. by enabling us to re-loop rather than recycle, thereby reducing waste, our carbon footprint and our drain on valuable resources. For re-looping to succeed, it’s vital that products are designed so that the materials can be re-used in the same or equivalent products. This should be done using existing recycling technologies located in the markets where the products are sold. Closed loop cycles for products would ensure freedom from contamination and circular destinations for re-looped materials. To ensure products are designed for multiple re-looping in every way, both the stabilizing and processing additives would need to be optimized to comply with the FDA- and EFSA-approved list for materials and additives used in food contact. The key design areas that need to be addressed are 1. Mono materials or compatible polymers 2. No or little pigmentation. Imagine a world where all food is contained in clear or white plastic packaging to ensure safe and efficient re-looping of food-grade applications. This would leave pastel colors for household goods and cleaning products. All toxic products could be contained in packaging pigmented with carbon black or NIR-detectable black to ensure exclusion from food applications during recycling and re-looping .3. Adhesives used for labels and pads need to release in recycling steps away from the package. 4. Inks need to be removable and not soluble is recycling steps We can no longer expect that recyclers will somehow solve all the problems. We need to take a collaborative approach, and this does mean universally adopting revised packaging design guidelines that boost the re-looping concept. Packaging designers, brand owners, manufacturers, marketers, and recyclers can’t afford to work in silos. Neither can they afford to sit back and wait for some shiny new tech to solve all the issues. Re-looping is not a fancy new buzz word, it’s an urgent pointer to the way the world must approach everything produced. https://lnkd.in/e2Kj23WV

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