{"id":14790,"date":"2022-08-23T09:50:33","date_gmt":"2022-08-23T07:50:33","guid":{"rendered":"https:\/\/eyeonplanning.com\/?p=14790"},"modified":"2024-01-18T09:52:39","modified_gmt":"2024-01-18T08:52:39","slug":"a-different-perspective-on-supply-chain-risk-management","status":"publish","type":"post","link":"https:\/\/eyeonplanning.com\/blog\/a-different-perspective-on-supply-chain-risk-management\/","title":{"rendered":"A different perspective on supply chain risk management"},"content":{"rendered":"<p>An article by Ieke le Blanc<\/p>\n<h3>\u201cFixing a hole where the rain gets in\u201d<\/h3>\n<p>\u201cFixing a Hole Where the Rain Gets In \u201c is a song by the Beatles from 1967. Today&#8217;s supply chain managers might know this feeling all too well. Risks are everywhere, which supply chain risks to manage before something goes wrong, and the rain gets in, is the key question.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-14794\" src=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-scaled.jpg\" alt=\"Supply chain risks are everywhere, learn how to deal with them through effective supply chain risk management\" width=\"315\" height=\"315\" srcset=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-scaled.jpg 2560w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-300x300.jpg 300w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-1024x1024.jpg 1024w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-150x150.jpg 150w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-768x768.jpg 768w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-600x600.jpg 600w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-1536x1536.jpg 1536w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-adrien-olichon-2663254_square_web-2048x2048.jpg 2048w\" sizes=\"auto, (max-width: 315px) 100vw, 315px\" \/>Recent supply chain disruptions caused by the COVID-19 pandemic or the current war in Ukraine prove how easily supply chains can be disrupted and indicate the inability of many businesses to react rapidly to unforeseen changes in demand or supply. The tension between China versus Taiwan \/ the US is another example: We should not underestimate possible implications. Next to the vulnerabilities related to the semiconductor industry, the Taiwan Strait is a key route for ships passing from China, Japan, South Korea, and Taiwan to points west; according to <a href=\"https:\/\/www.bloomberg.com\/news\/articles\/2022-08-02\/taiwan-tensions-raise-risks-in-one-of-busiest-shipping-lanes\" target=\"_blank\" rel=\"noopener\">Bloomberg<\/a>, 88% of the world\u2019s largest ships passed through the waterway this year.<\/p>\n<p>With reduced gas supply from Russia and the current labor and raw material shortages, it doesn&#8217;t look like we are going back to \u2018normal\u2019 anytime soon. Rethinking supply chains for resilience is not optional anymore. It has become a mandatory duty for the supply chain professional and business leader.<\/p>\n<h3>Conventional supply chain risk management assessments don\u2019t work!<\/h3>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-14811\" src=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web-300x300.jpg\" alt=\"risk assessment\" width=\"315\" height=\"315\" srcset=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web-300x300.jpg 300w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web-1024x1024.jpg 1024w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web-150x150.jpg 150w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web-768x768.jpg 768w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web-600x600.jpg 600w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web-1536x1536.jpg 1536w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web-456x456.jpg 456w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/pexels-fabiano-rodrigues-2290328_square_web.jpg 1974w\" sizes=\"auto, (max-width: 315px) 100vw, 315px\" \/>Conventional supply chain risk management assessments typically follow a three-step approach:<\/p>\n<ol>\n<li>Brainstorming possible risk events<\/li>\n<li>Assessing the probability of risk events<\/li>\n<li>Determining possible mitigation actions<\/li>\n<\/ol>\n<p>Brainstorming might be a \u2018fun\u2019 activity, but how well have we been able to come up with the multiple crises we currently face in the world? Humans have been notoriously bad at estimating probabilities too.<\/p>\n<p>Having recognized the above weakness, companies should stop thinking about risk events, and focus on the importance of the individual links in their supply chains. An approach already taken, for example, to manage supplier risks. It often starts with making an ABC analysis based on yearly spending. Using the Pareto principle: 80% of the spend is with 20% of the suppliers (A). For these most important suppliers or components, strategic buffers are created and alternative suppliers are contracted. However, the approach is prone to fail.<\/p>\n<p>Even the tiniest missing chip or screw, can stop an entire factory with a knock-on effect through multiple chains. The availability of materials we have taken for granted has become scarce and disruptive.<\/p>\n<h3>The solution: time-to-recovery and time-to-survival analysis<\/h3>\n<p>Back in 2014, Simchi-Levi et al. published an article describing a different approach, by making use of mathematical modeling techniques. This approach identifies supply chain dependencies and bottlenecks by removing a \u2019node\u2019 from the network and determining the impact on performance metrics compared to the baseline. A node can be a supplier, a factory, a production line, or a warehouse, but also more granular, to the level of a bill-of-material item. Key elements in the approach by Simchi-Levi are the concepts of \u2018time to recovery\u2019 (TTR) and \u2018time to survival\u2019 (TTS):<\/p>\n<ul>\n<li><strong><img loading=\"lazy\" decoding=\"async\" class=\"alignright wp-image-14791\" src=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/TTS-TTR-300x244.png\" alt=\"Stress-testing your supply chain risk management using TTR\/TTS modelling\" width=\"390\" height=\"317\" srcset=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/TTS-TTR-300x244.png 300w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/TTS-TTR-1024x833.png 1024w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/TTS-TTR-768x625.png 768w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/TTS-TTR-1536x1249.png 1536w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/TTS-TTR.png 1896w\" sizes=\"auto, (max-width: 390px) 100vw, 390px\" \/>Time to recovery (TTR)<\/strong>: the time it takes for a node to recover to full functionality after a disruption.<\/li>\n<li><strong>Time to survival (TTS)<\/strong>: the maximum amount of time the system can function without performance loss if a particular node is disrupted.<\/li>\n<\/ul>\n<p>The time to recovery (TTR) is an expert judgment input. The model identifies the performance loss caused by the absence of the node. If the time to recovery is longer than the time to survival and the impact (performance loss) is high, these are the suppliers or supply chain assets to protect.<\/p>\n<p>In various <a href=\"https:\/\/pubsonline.informs.org\/doi\/10.1287\/inte.2015.0804\" target=\"_blank\" rel=\"noopener\">articles<\/a> the approach was proven to be successful, however it hasn&#8217;t been widely applied in the industry. This is a real pity. We see three reasons:<\/p>\n<ol>\n<li>The approach requires the development of a mathematical representation of the companies\u2019 supply chain. It requires a skill that we nowadays call data science.<\/li>\n<li>The approach is quite data intensive and (master) data reliability is an issue for many companies.<\/li>\n<li>Risk resilience wasn\u2019t a hot topic a few years ago. It wasn\u2019t obvious to invest in something you don\u2019t know you will ever need. Firemen are not praised for their heroic behavior in fires that didn\u2019t occur.<\/li>\n<\/ol>\n<h3>The digital twin supply chain as an enabler<\/h3>\n<p>The digital twin, maybe one of the hype words of the last years, is in essence nothing else than a digital representation (mathematical model) of the current supply chain. It enables various what-if analyses. Powered by optimization technology and with the right capability and knowledge available, this can be the basis for the risk modeling approach. Hence it overcomes the 1<sup>st<\/sup> reason mentioned above.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-14805 size-full\" src=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/digital-twin.png\" alt=\"Digital twin: Develop a digital model of your supply chain to improve supply chain risk management\" width=\"3749\" height=\"1719\" srcset=\"https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/digital-twin.png 3749w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/digital-twin-300x138.png 300w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/digital-twin-1024x470.png 1024w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/digital-twin-768x352.png 768w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/digital-twin-1536x704.png 1536w, https:\/\/eyeonplanning.com\/wp-content\/uploads\/2022\/08\/digital-twin-2048x939.png 2048w\" sizes=\"auto, (max-width: 3749px) 100vw, 3749px\" \/><\/p>\n<p>The 2<sup>nd<\/sup> reason, data quality, is somehow there to stay. However, the risk of doing nothing because of poor data quality might be severe. It&#8217;s another reason why master data management is one of the most important fundamentals. In the EyeOn consultancy practice, we see more and more companies understanding this. It has become part and a necessity to the success of many digitalization initiatives. ERP and APS systems simply need to be fed with reliable and accurate information too.<\/p>\n<p>The 3<sup>rd<\/sup> reason, sense of urgency, is well understood in the meantime. There is a saying it is best to \u201cfix the roof when the sun is shining\u201d, we are afraid, we have to do the repair while it is already raining sometimes.<\/p>\n<h3>Optimize your supply chain risk management? EyeOn is there to help!<\/h3>\n<p>Are you assessing and optimizing your supply chain network to become more resilient? At EyeOn we are there to help you on this journey. We have the experience and expertise to support projects and help you build in-house capability. In case you want to accelerate and structurally embed supply chain risk management, our <a href=\"https:\/\/eyeonplanningservices.nl\/\" target=\"_blank\" rel=\"noopener\">planning services<\/a> team can help with a digital twin as a service. We develop and maintain a model of your supply chain and are ready to run an assessment with live data when needed.<\/p>\n<p><a href=\"https:\/\/eyeonplanning.com\/whitepapers\/watch-on-demand-webinar-disruptions-where-to-improve\/\"><b>Learn more about building resilient supply chains in our on-demand webinar &#8216;Disruptions, where to improve?&#8217;<\/b><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>An article by Ieke le Blanc \u201cFixing a hole where <\/p>\n","protected":false},"author":1,"featured_media":14794,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[14],"tags":[187,191],"class_list":["post-14790","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-digital-twin","tag-resilience"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>EyeOn<\/title>\n<meta name=\"description\" content=\"How well do you foresee supply chain disruptions? 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