From zero visibility to "night vision" at Shamir Optical
A merger and subsequent expansion prompted the prescription lens maker to rethink how it was managing inventory. New technology provided companywide visibility for the first time, leading to a 25 percent cut in inventory without compromising service levels.
Technology may be improving many aspects of modern life, but one thing it's definitely taking a toll on is people's eyesight. Increased exposure to screens, a growing aging population, and better awareness of optical health all add up to more people around the world wearing prescription glasses than ever. According to Transparency Market Research, in 2011, the global market for eyewear was valued at US$81 billion and is forecast to reach US$130 billion by 2018. As a result, the global eyewear industry consists of many players battling for market share.
Today Shamir Optical Industry Ltd. is one of the top 10 players in the global prescription lens market. Based in Israel, we started out in 1972 making glass bifocal lenses and five years later became one of the early pioneers of the progressive-lens technology that so many take for granted today. Today Shamir employs some 2,200 people, operating two manufacturing facilities in Israel for molds and semifinished lenses and 16 optical laboratories throughout the world that turn semifinished lenses into make-to-order prescriptions. These labs, along with a global network of commercial sales and marketing sites, order finished and semifinished lenses (sourced mainly from Asia and Ireland) from Shamir's distribution centers (DCs). Shamir also has one mass production site of its own in Israel, which manufactures some lenses.
The year 2011 turned out to be a pivotal time in our history. Having been the first kibbutz enterprise to list on the NASDAQ stock exchange in 2005, in July 2011 we merged with Essilor, one of the largest optical industry companies, and became a private company again. This change opened up exciting possibilities for us; joining forces with Essilor meant we were in a unique position to seize the market opportunity and expand globally.
Supply chain under the spotlight
We recognized that in order to take full advantage of this opportunity, it was time to review and improve our supply chain operations. Our brand was respected among vision retailers for quality and great service, but behind the scenes we knew there was considerable room to improve efficiency.
I was chief information officer (CIO) at the time. To get started, the then vice president of global operations and I looked at how we could improve eight of our sales and distribution sites in the United States and Europe. Back then managers operated each site independently, relying on spreadsheets and their own inventory policies to replenish the roughly 35,000 stock-keeping units (SKUs) they received into stock directly from suppliers. This absence of central planning and coordination meant we weren't taking advantage of our network to balance our inventory or gain economies of scale.
Our initial goals, therefore, were to:
Centralize procurement to negotiate better pricing, taking advantage of economies of scale;
Establish a multiechelon network so that inventory could be rebalanced across the distribution operations as needed; and
Overhaul the information technology (IT) systems to support and optimize planning in this new model.
Most would agree that these would be the logical changes to make in our situation. However, as any supply chain leader who's tried moving from a distributed to a centralized organization knows, it's not an easy task. Most people resist when asked to trade control and autonomy for sharing information and collaborating.
Fortunately we had the ideal person to place at the heart of our planned initiative—someone who not only knew the business inside out, but also knew all the people involved. Nili Azura joined Shamir in 2002 as a production planner at our Shamir-Eyal manufacturing plant. This was an entry-level administrative role, but through interest and considerable initiative, Nili spent her first decade getting involved with many facets of the operation, including marketing, manufacturing, and IT. She developed into that rare, valuable person who not only sees the operation's big picture, but also understands in detail how each component part works and contributes to the whole. So in 2011, Nili joined the global supply chain team at Shamir's headquarters.
Phase one: visibility
Acknowledging the difficulties in introducing change too quickly, we set out at first to gain better planning visibility to address the problem local managers in our optical labs and commercial sites cared about most—minimizing stockouts. Prior to the change, site managers used spreadsheets embedded with their own logic and formula for setting inventory levels. DCs didn't have any visibility of each site's inventory levels, so when it came to ordering from external suppliers, their planning was based purely on assumptions. Even though our distribution operations held excess safety stocks, stockouts on popular items were still too high for such a competitive market as ours.
In order to achieve visibility, we accepted that it was time to stop using spreadsheets and introduce a real planning system. The former vice president of global operations and I spearheaded this effort. We were looking to implement a single, shared system to optimize and centrally manage the inventory across an initial network of eight sites. Crucially, though, we had to maintain service levels of at least 99 percent, not only to meet our business goals, but also to build trust and credibility in the system during this big change.
Rather than a generic system from a large enterprise resource planning (ERP) vendor, we wanted a "best of breed" solution that had already been proven in inventory optimization. We met local supply chain specialists Rasner Logistics Software at an event in Tel Aviv where they demonstrated ToolsGroup SO99+ planning software for us. Rasner was able to show us that the software's functionality would allow us to optimize our inventory against 99 percent service levels. Based on this and other factors, such as customer references, we invited Rasner to manage an implementation for us.
Rasner worked closely with Nili and our IT team to implement a single, on-premise instance of the software to handle networkwide demand planning, fulfillment, and replenishment. In only seven months the team designed the interfaces, prepared and modeled the data, and carried out custom development, including training and integration with our ERP system. The team created a truly "seamless" integration whereby SO99+ ingests data from the ERP system to automatically generate forecasts and purchase orders. This data is then fed back into the ERP system.
Nili's wealth of acquired business knowledge was instrumental in tailoring the planning system to our needs and designing a new centralized process to handle all procurement from external lens suppliers to the DCs, and from the DCs out to the optical labs and commercial sites. She explains, "Working up from the ground level gave me detailed insights into every planning variable in the business—lead times between different points, how often new SKUs supersede old ones, seasonality, predictable 'exceptions' such as the Chinese New Year (when the whole country shuts down)—and how to build all these into the planning system."
Phase 2: Fine-tuning and expansion
As expected, we did go through a big cultural change, which our top managers stepped in to sponsor and lead. Fortunately things started to get easier once the first sites started to experience the positive effects of the new processes and system. Inventory levels overall started going down, yet we were having fewer stockouts. Site managers no longer needed to spend hours every week poring over cumbersome spreadsheets and could start devoting more time to customers. At the same time, our top managers could see how easy it was to control global inventory levels and also add new sites to the network.
Over the next six years, Nili fine-tuned the planning system so that it got smarter at making tradeoffs in an increasingly complex and growing distribution network. By painstakingly adding intelligence about every possible combination of logistics variable—lead time, costs, and more—among the different sites, Nili kept finding more ways to reduce inventory write-offs, rebalance inventory across the network, improve service levels, and cut logistics costs.
In this extraordinary growth phase we expanded our centralized inventory approach from eight to 20 sites and transformed what was a siloed operation into a fully networked, multiechelon sourcing model. A team of only three central planners—the same as when we started—was able to manage all planning, fulfillment, and replenishment for these sites from our global headquarters. This includes all the lenses that the DCs procure from external suppliers and all inventory for our optical labs and commercial sites. The only aspect of procurement the central team doesn't manage today is sourcing raw materials for our mass production lab in Israel. In recognition of Nili's huge contribution, I promoted her to global supply chain planning manager across the whole Shamir Optical group in 2016.
Rasner and the new planning system were both integral to maintaining seamless business continuity during this time. A key test of this came when we had to shut down our European distribution center in Portugal for two months to introduce a new warehouse management system (WMS). We managed to reroute all of our orders through other parts of the network and maintain our service levels without our customers noticing a thing.
Far exceeding initial goals
Our transformed distribution network is performing far better than we ever could have expected. Whereas before we were supply-driven, focusing mainly on product availability at sales and distribution sites, today we are demand-driven and service-oriented. Our system reads demand signals from the market to determine optimal inventory levels, and our planning team continually fine-tunes and rebalances this as needed to squeeze out even more efficiencies. This has resulted in some remarkable outcomes:
Inventory levels reduced by more than 25 percent overall while consistently achieving service levels exceeding 99 percent
Ability to run a much larger network of 26 locations with 65,000 SKUs, across the different sites, using only three planners
Average number of stockouts reduced from 600-700 SKU locations to fewer than 400, despite increasing the number of stocking locations from eight to 26
New capability for managing individual forecasts for major customers
Inventory reallocation between sites
Changed organizational culture to focus on service levels
Seamless integration between our planning and ERP systems that eases network scalability and day-to-day operations
We knew that we had really succeeded in laying the foundation for sustainable growth after we passed our first big test: "draining the network" of old product lines and replacing them with new versions. This is a major company event that used to take a couple of weeks to plan and was honestly quite painful. Using our new systems and processes we managed to get this done in only a few hours.
I'm extremely proud of how well my team has been able to support Shamir's growth during this exciting time, maintaining high service levels and positively impacting the bottom line. After starting out with zero visibility across our network, we now have what one team member described as "night vision"—the ability to see everything clearly everywhere and at all times—and have optimized operations to a greater degree than any of us originally expected. This clarity of vision stands us in good stead for whatever challenges and opportunities arise in our future.
Specifically, the new global average robot density has reached a record 162 units per 10,000 employees in 2023, which is more than double the mark of 74 units measured seven years ago.
Broken into geographical regions, the European Union has a robot density of 219 units per 10,000 employees, an increase of 5.2%, with Germany, Sweden, Denmark and Slovenia in the global top ten. Next, North America’s robot density is 197 units per 10,000 employees – up 4.2%. And Asia has a robot density of 182 units per 10,000 persons employed in manufacturing - an increase of 7.6%. The economies of Korea, Singapore, mainland China and Japan are among the top ten most automated countries.
Broken into individual countries, the U.S. ranked in 10th place in 2023, with a robot density of 295 units. Higher up on the list, the top five are:
The Republic of Korea, with 1,012 robot units, showing a 5% increase on average each year since 2018 thanks to its strong electronics and automotive industries.
Singapore had 770 robot units, in part because it is a small country with a very low number of employees in the manufacturing industry, so it can reach a high robot density with a relatively small operational stock.
China took third place in 2023, surpassing Germany and Japan with a mark of 470 robot units as the nation has managed to double its robot density within four years.
Germany ranks fourth with 429 robot units for a 5% CAGR since 2018.
Japan is in fifth place with 419 robot units, showing growth of 7% on average each year from 2018 to 2023.
Progress in generative AI (GenAI) is poised to impact business procurement processes through advancements in three areas—agentic reasoning, multimodality, and AI agents—according to Gartner Inc.
Those functions will redefine how procurement operates and significantly impact the agendas of chief procurement officers (CPOs). And 72% of procurement leaders are already prioritizing the integration of GenAI into their strategies, thus highlighting the recognition of its potential to drive significant improvements in efficiency and effectiveness, Gartner found in a survey conducted in July, 2024, with 258 global respondents.
Gartner defined the new functions as follows:
Agentic reasoning in GenAI allows for advanced decision-making processes that mimic human-like cognition. This capability will enable procurement functions to leverage GenAI to analyze complex scenarios and make informed decisions with greater accuracy and speed.
Multimodality refers to the ability of GenAI to process and integrate multiple forms of data, such as text, images, and audio. This will make GenAI more intuitively consumable to users and enhance procurement's ability to gather and analyze diverse information sources, leading to more comprehensive insights and better-informed strategies.
AI agents are autonomous systems that can perform tasks and make decisions on behalf of human operators. In procurement, these agents will automate procurement tasks and activities, freeing up human resources to focus on strategic initiatives, complex problem-solving and edge cases.
As CPOs look to maximize the value of GenAI in procurement, the study recommended three starting points: double down on data governance, develop and incorporate privacy standards into contracts, and increase procurement thresholds.
“These advancements will usher procurement into an era where the distance between ideas, insights, and actions will shorten rapidly,” Ryan Polk, senior director analyst in Gartner’s Supply Chain practice, said in a release. "Procurement leaders who build their foundation now through a focus on data quality, privacy and risk management have the potential to reap new levels of productivity and strategic value from the technology."
Businesses are cautiously optimistic as peak holiday shipping season draws near, with many anticipating year-over-year sales increases as they continue to battle challenging supply chain conditions.
That’s according to the DHL 2024 Peak Season Shipping Survey, released today by express shipping service provider DHL Express U.S. The company surveyed small and medium-sized enterprises (SMEs) to gauge their holiday business outlook compared to last year and found that a mix of optimism and “strategic caution” prevail ahead of this year’s peak.
Nearly half (48%) of the SMEs surveyed said they expect higher holiday sales compared to 2023, while 44% said they expect sales to remain on par with last year, and just 8% said they foresee a decline. Respondents said the main challenges to hitting those goals are supply chain problems (35%), inflation and fluctuating consumer demand (34%), staffing (16%), and inventory challenges (14%).
But respondents said they have strategies in place to tackle those issues. Many said they began preparing for holiday season earlier this year—with 45% saying they started planning in Q2 or earlier, up from 39% last year. Other strategies include expanding into international markets (35%) and leveraging holiday discounts (32%).
Sixty percent of respondents said they will prioritize personalized customer service as a way to enhance customer interactions and loyalty this year. Still others said they will invest in enhanced web and mobile experiences (23%) and eco-friendly practices (13%) to draw customers this holiday season.
The practice consists of 5,000 professionals from Accenture and from Avanade—the consulting firm’s joint venture with Microsoft. They will be supported by Microsoft product specialists who will work closely with the Accenture Center for Advanced AI. Together, that group will collaborate on AI and Copilot agent templates, extensions, plugins, and connectors to help organizations leverage their data and gen AI to reduce costs, improve efficiencies and drive growth, they said on Thursday.
Accenture and Avanade say they have already developed some AI tools for these applications. For example, a supplier discovery and risk agent can deliver real-time market insights, agile supply chain responses, and better vendor selection, which could result in up to 15% cost savings. And a procure-to-pay agent could improve efficiency by up to 40% and enhance vendor relations and satisfaction by addressing urgent payment requirements and avoiding disruptions of key services
Likewise, they have also built solutions for clients using Microsoft 365 Copilot technology. For example, they have created Copilots for a variety of industries and functions including finance, manufacturing, supply chain, retail, and consumer goods and healthcare.
Another part of the new practice will be educating clients how to use the technology, using an “Azure Generative AI Engineer Nanodegree program” to teach users how to design, build, and operationalize AI-driven applications on Azure, Microsoft’s cloud computing platform. The online classes will teach learners how to use AI models to solve real-world problems through automation, data insights, and generative AI solutions, the firms said.
“We are pleased to deepen our collaboration with Accenture to help our mutual customers develop AI-first business processes responsibly and securely, while helping them drive market differentiation,” Judson Althoff, executive vice president and chief commercial officer at Microsoft, said in a release. “By bringing together Copilots and human ambition, paired with the autonomous capabilities of an agent, we can accelerate AI transformation for organizations across industries and help them realize successful business outcomes through pragmatic innovation.”
That challenge is one of the reasons that fewer shoppers overall are satisfied with their shopping experiences lately, Lincolnshire, Illinois-based Zebra said in its “17th Annual Global Shopper Study.” While 85% of shoppers last year were satisfied with both the in-store and online experiences, only 81% in 2024 are satisfied with the in-store experience and just 79% with online shopping.
In response, most retailers (78%) say they are investing in technology tools that can help both frontline workers and those watching operations from behind the scenes to minimize theft and loss, Zebra said.
Just 38% of retailers currently use artificial intelligence-based prescriptive analytics for loss prevention, but a much larger 50% say they plan to use it in the next one to three years. Retailers also said they plan to invest in self-checkout cameras and sensors (45%), computer vision (46%), and RFID tags and readers (42%) within the next three years to help with loss prevention.
Those strategies could help improve the brick-and-mortar shopping experience, as 78% of shoppers say it’s annoying when products are locked up or secured within cases. Part of that frustration, according to consumers, is fueled by the extra time it takes to find an associate to them unlock those cases. Seventy percent of consumers say they have trouble finding sales associates to help them during in-store shopping. In response, some just walk out; one in five shoppers has left a store without getting what they needed because a retail associate wasn’t available to help, an increase over the past two years.
Additional areas of frustrations identified by retailers and associates include:
The difficulty of implementing "click and collect" or in-story returns, despite high shopper demand for them;
The struggle to confirm current inventory and pricing;
Lingering labor shortages; and
Increasing loss incidents.
“Many retailers are laying the groundwork to build a modern store experience,” Matt Guiste, Global Retail Technology Strategist, Zebra Technologies, said in a release. “They are investing in mobile and intelligent automation technologies to help inform operational decisions and enable associates to do the things that keep shoppers happy.”
The survey was administered online by Azure Knowledge Corporation and included 4,200 adult shoppers (age 18+), decision-makers, and associates, who replied to questions about the topics of shopper experience, device and technology usage, and delivery and fulfillment in store and online.