Supply Chain science and tech

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Generative AI in Supply Chain (ChatGPT and the Perils of Flimflam) - Ep 140

Generative AI – ChatGPT, Stable Diffusion, or similar – has captured mainstream attention in a way few could have predicted. The fruits of this innovation can be found in practically every sector, from supply chain vendors to students at university. Some herald this as the beginning of a new era; one where artificial intelligence will work alongside humans, replacing many of the mundane tasks of modern business, work and study. Others are far more tentative, believing the merits of generative AI are grossly overstated, if not outright fraudulent.

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Supply Chain News on news.lokad.com

The world of Supply Chain is exceedingly opaque and there are very few places on internet nowadays where you can learn anything of value about it. While Reddit targets a young category of users and Wikipedia is bound to contain old and somewhat deprecated information, LinkedIn remains one of the only trustworthy source of information in the field, due to the experience of the professionals that are sharing their experiences.

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Digital Twins of real-world Supply Chains

Digital twin has become a buzzword in the supply chain industry, and refers to a virtual representation of a physical process. A supply chain’s digital twin is a simulation of that supply chain as a whole. In this episode, we challenge the claims that digital twins are delivering on their promise of conducting accurate simulation and what-if modeling to immediately see the impact of various supply chain decisions.

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Crazy Claims of Enterprise Software Vendors

It can be said that the pursuit of truth is often what makes progress truly advance. However, in the world of enterprise software vendors, "the truth" can often be difficult to come by. Especially when the latest technology does not fit in with the design of your product. As such, for this episode of LokadTV, we discuss some of the craziest claims made by software vendors and see how you can separate fact from fiction.

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Beyond Statistical Modeling

Despite many companies currently investing huge amounts of resources into establishing data science capabilities, the hard truth is that the majority of these projects fail to impact upon daily business operations. As such, we look beyond classic statistical modelling and explain why the impact of a proper data science department must run far deeper than just collecting data, manipulating it and getting an output.

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Maintainability of Supply Chain Software

When investing in a piece of supply chain software, there is the expectation that it will last a company decades, rather than just a few years. However, with a rapidly changing tech landscape, this becomes a complicated endeavour. For this episode of LokadTV, we discuss this challenge of maintainability and how it can be impacted by good design.

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Numerical Recipes for Supply Chain

Much like a great chef in a Michelin star kitchen, the best data scientists have to craft statistical solutions that adapt and evolve to every scenario. As such, we investigate what it takes to create these numerical recipes and what characterizes the solutions built for our supply chains.

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Financial Optimization of Supply Chains

Dollars of profits and losses are the only metric that matter in the long run for any company. At Lokad, we emphasize a strict financial optimization of the supply chain. This approach should not be confused with short-sightedness and other kinds of pseudo-rational methods which are prevalent when finance gets in charge of the strategy. This approach goes against the idea of service levels, and most of the other KPIs similarly defined through percentages.

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The Unification of Pricing and Planning

Historically, pricing and planning have been dealt with by separate divisions within companies. This has resulted in inconsistent strategic thinking and data silos. For this episode of LokadTV, we discuss why these two challenges should be dealt with in tandem and how they are actually, in reality, two sides of the same coin.

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The Supply Chain Law of Small Numbers

Mainstream statistics are all about the law of large numbers. Yet, supply chains are the opposite. It's the law of small numbers that prevails. For decades, this mistunderstanding has generated problems for practitioners due to misdesigned tools, methods and processes. In this episode, we discuss the challenges and the appropriate perspectives when it comes to small numbers.

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