Posts in Supply Chain Innovation

Is Circular Progress in Fashion Moving Forward or Far Away?

Introduction

The fashion industry fuels a linear economy with waste greater than $460B of value each year through unsustainable disposal of clothing (Ellen MacArthur Foundation, 2017). Characterized as one of the most polluting and wasteful industries, it consumes 98 million tonnes in non-renewable resources, 93 billion cubic metres of water, and 53 metric tons of fibre to produce clothes used for a short time, after which 13% of the total material input is recycled and 73% of the materials are sent to a grave via landfill or incineration (Ellen MacArthur Foundation, 2017). One estimate suggests that as global population grows to 16% by 2030, the mass-consumption of clothing will grow 65% as 3 billion people move into the middle class (Rosa, 2016).

Reimagining the current take-make-dispose linear process, a circular economy (CE) model demonstrates an opportunity to prevent value leakage by decoupling economic activity from the consumption of finite resources, including shrinking or decreasing use, slowing, and closing material loops as depicted in Figure 1 (Ellen MacArthur Foundation, 2015). This analysis will explore circular approaches that collectively address system-level waste in the textile and clothing system, and the effectiveness of each approach in the acquisition of materials, production of goods, consumption, and disposal.

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Cradle-to-Cradle System Design: reflections by Dr. Michael Braungart

 

Wanted to share insights from Dr. Michael Braungart on circular economy. My focus this Spring in post-graduate work is centered on application of circular economy theory in supply chain optimization.

The passage below is from ICR (2007) 7:152–156 – DOI 10.1007/s12146-007-0020-2 – © ICR 2007 Published online: 28 November 2007.

“Our current ‘eco-efficient’ view of sustainability sees materials flowing through the system in one direction only – from input to an output that is either consumed or disposed of in the form of waste. Eco-efficient techniques may be able to minimize the volume, velocity and toxicity of these material flows, but they cannot alter its linear progression ‘from cradle to grave’. While some materials are recycled, this recycling is difficult and brings added costs. The result of such recycling is actually downcycling: a downgrade in material quality which limits its future usability. We need an ‘eco-effective’ perspective to replace this limited and limiting agenda. In eco-effective industrial systems, the material intensity per service unit or ‘waste’ produced by each individual element is irrelevant as long as the materials entering the system are perpetually maintained as usable resources. For example, if the trimmings from the production of textile garments are composed in such a way that they become nutrients for ecological systems, then it doesn’t matter that they are not included in the saleable product. They are not ‘waste’. Even if the material intensity per service unit of the textile mill is astronomically high, it could still be highly eco-effective if its trimmings become productive resources for natural systems. The goal is not to minimize the cradle-to-grave flow of materials, but to generate cyclical cradle-to-cradle ‘metabolic cycles’ that enable materials to maintain their status as resources and accumulate intelligence over time.

Instead of downcycling this approach is all about upcycling. It doesn’t seek to eliminate waste or produce zero emissions. Instead it focuses on maintaining (or upgrading) resource quality and productivity through many cycles of use (and in doing so, it achieves ‘zero waste’ along the way). The difference between the two strategies of cradle-to-grave and cradle-to-cradle are very important. Strategies focused on achieving ‘zero waste’ do not create sustainable cradle-to-cradle cycles. But eco-efficient cradle-to-cradle cycles do achieve zero waste. How they achieve their goals is also different. ‘Zero waste’ cradle-to-grave strategies emphasize volume minimization, reduced consumption, design for repair and durability and design for recycling and reduced toxicity. On the other hand cradle-tocradle strategies design products and industrial processes so that every single one of their ‘outputs’ becomes a nutrient for another system – designed to be re-used – to create a perpetual cycle where resources are either maintained or ‘upcycled’.”

Blockchain: Revolutionizing the Global Supply Chain by Building Trust and Transparency

Introduction

The history of Supply Chain Management has evolved since its’ roots in the early 1900s. From improving labor processes of basic material handling and freight transportation, to more sophisticated approaches of balancing cost and efficiency trade-offs, the concept of a supply chain is no longer siloed. It requires integration of supplier-customer relationships, process synchronization, and data harmonization in a complex, dynamic network that is susceptible to vulnerabilities in a global environment. Critical processes to this relationship include real-time communication, collaboration, trust, and transparency that yield mutually beneficial outcomes and competitive advantage. In today’s world, there is a growing prevalence in leading firms advancing toward the adoption, development and implementation of Blockchain technology as a backbone of business operations. This case dives a bit deeper into Blockchain, a novel technology with the strong potential to revolutionize the Global Supply Chain. The goal of this analysis is to discuss: 1) the key technical and economic aspects of Blockchain, 2) the current Blockchain innovators, barriers, and obstacles to Marketplace acceptance, 3) the business case for Blockchain, and 4) future applications and implications of Blockchain technology.

Click here to read the research: Blockchain_Revolutionizing the Global Supply Chain by Building Trust and Transparency

Operations or Supply Chain Excellence?

I’m sharing great insights from Innovation Enterprise via Micha Veen who explains simple tips to master supply chain excellence pinned Operational Innovation.

Source: A Refreshing Innovative Approach To Supply Chain Excellence | Articles | Chief Supply Chain Officer | Innovation Enterprise 

Operational or Supply Chain Excellence has been one of the buzzwords that is often heard around senior Supply Chain Execs. However, is excellence the right terminology, or do we need to rename ‘excellence’?

Due to globalization, continuous creation of new small ‘global’ businesses that can compete with established organizations, leading supply chain organizations have started to look beyond ‘operational excellence’, best-in-class, benchmark data and industry metrics, towards using a combination of their own internal and tailored external relevant data to continuously review, assess, and adopt evolving leading-edge processes, technologies and behaviors to stay ahead in this ever increasing competitive business landscape.

This new approach, named Operational Innovation, has become an effective methodology to deliver transformational impact through the following elements…

Innovative solution design

Instead of spending a lot of time and effort in designing the optimal operational and supply chain solutions, successful organizations focus on creating a solid solution foundation, which is constantly reviewed and improved with cross functional teams to deliver cross-divisional, fit-for-purpose solutions.

Close collaboration

Instead of phased hand-offs between subject matter experts, technology specialists, operational teams, sales, finance, etc., leading innovative supply chain solutions should be created through continuous close collaboration with all impacted process participants at every stage of the supply chain journey.

Use of Robotics and Blockchain Technologies

A recent article (How will manufacturing robotics change in 2017) describes how robotics will change the industry as early as 2017. The article describes how by 2019, 35% of leading companies in logistics, health, utilities, and resources will start implementing robotics to automate their operations. Additionally, supply chain blockchain technology has started to be utilized in supply chain organizations to deliver additional benefits. A recent article describes clearly the impact that Blockchain has on Supply Chain.

End-to-end Solution integration

The key to delivering true Supply Chain Innovation is the manner in which organizations integrate end-to-end processes, technologies, data, and internal vs. external organizational units. Due to the external focus on innovative technologies, many organizations are still only focused on technology integration, but leading businesses have started to explore how different cloud solutions can be integrated across their partners and customers, creating hybrid learning organizational models which go beyond the traditional joint venture organization models.

Continuously generate value

In supply chains it’s crucial to continuously generate value. Through the use of innovative technologies, solution partnerships, operational models, etc. leading supply chain organizations are known to continuously review, adapt and improve their supply chain environment to deliver operational innovation. It allows supply chains to continuously deliver ‘new and improved’ excellence.

In today’s world, Supply Chain Excellence is not enough. There is no ‘end-station’. It’s critical for supply chain organizations to adopt an ongoing innovation journey, which requires people with the right mindset, experience levels, attitude and curiosity to deliver supply chain innovation….

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Blockchain: The Best Way to Decentralize Supply Chains

 

This is a recent article written by a brilliant colleague Harry Goodnight. Great insights and perspectives on blockchain technology and why decentralization is a good thing for modern supply chains.

Source: http://www.supplychaindive.com/news/blockchain-Sweetbridge-decentralization-supply-chain-management/504362/

In business and economics, decentralization often refers to the ability to participate in a market and exchange value between peers without the interference of a third-party intermediary who most likely controls and restricts barriers of entry. As Ethereum co-founder Vitalik Buterin explains in his blog post “The Meaning of Decentralization,” blockchain is politically and architecturally decentralized, meaning no entity one controls it and there’s no central point of failure in its infrastructure. In this way, a decentralized supply chain would allow for a frictionless vehicle of business-to-business value exchange amongst even the smallest players in the industry.

Decentralization is defined as the transfer of power away from a central location or authority. As a concept, it is not new; as a business model, however, it is a powerful idea. Some sociologists claim that decentralization and centralization theories have actually been occurring in cycles for the last 4,000 years, causing the rise and subsequent fall of ruling states and empires. Throughout history, the core theory behind decentralization has remained the same: dispersing power from authorities and empowering smaller, individual entities with the ability to act in their own self-interest.

Why decentralization is necessary for modern supply chains

This is especially necessary in the supply chain industry, which has historically suffered from a number of issues that hinder its efficiency. Its main roadblock is that current supply chains are unable to become agile, which poses a significant problem in a market in which they must be able to change their configurations quickly and continually to meet the constantly-changing dynamics of supply and demand. Another major disadvantage is that methods of communication tend to vary greatly, with some companies still relying on manual paperwork. As a result, data storage becomes locked away in in proprietary systems that don’t allow for collaboration.

Supply chain companies also tend to face cultural and organizational issues, such as executing operating plans due to corporate goals, board restrictions and the competitive nature of the market. Consequently, companies have revoked social contracts, mistreated skilled laborers and underutilized their professional talent assets.

This mismanagement has serious financial consequences: for instance, $4.2 trillion is locked up in net working capital in today’s supply chains. By allowing today’s virtual supply chains to break from the company-centric, server-based environments in which they currently find themselves, they will become less brittle, more scalable and fully leverage the underutilized skills and assets available in modern-day business networks. Even a 1% improvement in Invoice-to-Cash cycle times would immediately return about $42 billion in cash to operations.

How can blockchain remedy the issues of centralization in supply chains?

When looking at its positive implications, blockchain is the most logical next step for supply chain managers and logistics providers. Blockchain was brought to the mainstream through cryptocurrencies like bitcoin and Ethereum. It creates an unchangeable digital ledger that provides a record of financial transactions in chronological order. This technology has been increasingly adapted to address gaping deficiencies in other fields, from education to voting to real estate. Through blockchain, massive networks of decentralized autonomous individuals and organizations can grow and operate seamlessly within a decentralized, distributed operating platform.

Blockchain also provides an efficient and viable solutions to the aforementioned hurdles that are restricting today’s supply chain. Specifically, it offers opportunities to synchronize processes that occur within supply networks, resulting in reduced Cost-of-Goods-Sold (COGS) and more cash freed from working capital.

The solution to many of these recurring issues in supply chain primarily involves people. By creating networks of skilled individuals and decentralized autonomous organizations, immense value can be brought to companies, supply chains, and customers. These networks align economic incentives so that everyone prospers, based on their contributions of time, skill, and intellectual property. These contributions are monitored and administered through outcome-based smart contracts on the blockchain. This new vision of decentralization has the potential to radically transform the supply chain space.

The world’s most valuable resource is DATA

 

Source: The world’s most valuable resource is no longer oil, but data

A NEW commodity spawns a lucrative, fast-growing industry, prompting antitrust regulators to step in to restrain those who control its flow. A century ago, the resource in question was oil. Now similar concerns are being raised by the giants that deal in data, the oil of the digital era. These titans—Alphabet (Google’s parent company), Amazon, Apple, Facebook and Microsoft—look unstoppable. They are the five most valuable listed firms in the world. Their profits are surging: they collectively racked up over $25bn in net profit in the first quarter of 2017. Amazon captures half of all dollars spent online in America. Google and Facebook accounted for almost all the revenue growth in digital advertising in America last year.

Such dominance has prompted calls for the tech giants to be broken up, as Standard Oil was in the early 20th century. This newspaper has argued against such drastic action in the past. Size alone is not a crime. The giants’ success has benefited consumers. Few want to live without Google’s search engine, Amazon’s one-day delivery or Facebook’s newsfeed. Nor do these firms raise the alarm when standard antitrust tests are applied. Far from gouging consumers, many of their services are free (users pay, in effect, by handing over yet more data). Take account of offline rivals, and their market shares look less worrying. And the emergence of upstarts like Snapchat suggests that new entrants can still make waves.

But there is cause for concern. Internet companies’ control of data gives them enormous power. Old ways of thinking about competition, devised in the era of oil, look outdated in what has come to be called the “data economy”. A new approach is needed.

Quantity has a quality all its own

What has changed? Smartphones and the internet have made data abundant, ubiquitous and far more valuable. Whether you are going for a run, watching TV or even just sitting in traffic, virtually every activity creates a digital trace—more raw material for the data distilleries. As devices from watches to cars connect to the internet, the volume is increasing: some estimate that a self-driving car will generate 100 gigabytes per second. Meanwhile, artificial-intelligence (AI) techniques such as machine learning extract more value from data. Algorithms can predict when a customer is ready to buy, a jet-engine needs servicing or a person is at risk of a disease. Industrial giants such as GE and Siemens now sell themselves as data firms.

This abundance of data changes the nature of competition. Technology giants have always benefited from network effects: the more users Facebook signs up, the more attractive signing up becomes for others. With data there are extra network effects. By collecting more data, a firm has more scope to improve its products, which attracts more users, generating even more data, and so on. The more data Tesla gathers from its self-driving cars, the better it can make them at driving themselves—part of the reason the firm, which sold only 25,000 cars in the first quarter, is now worth more than GM, which sold 2.3m. Vast pools of data can thus act as protective moats.

Access to data also protects companies from rivals in another way. The case for being sanguine about competition in the tech industry rests on the potential for incumbents to be blindsided by a startup in a garage or an unexpected technological shift. But both are less likely in the data age. The giants’ surveillance systems span the entire economy: Google can see what people search for, Facebook what they share, Amazon what they buy. They own app stores and operating systems, and rent out computing power to startups. They have a “God’s eye view” of activities in their own markets and beyond. They can see when a new product or service gains traction, allowing them to copy it or simply buy the upstart before it becomes too great a threat. Many think Facebook’s $22bn purchase in 2014 of WhatsApp, a messaging app with fewer than 60 employees, falls into this category of “shoot-out acquisitions” that eliminate potential rivals. By providing barriers to entry and early-warning systems, data can stifle competition.

Who ya gonna call, trustbusters?

The nature of data makes the antitrust remedies of the past less useful. Breaking up a firm like Google into five Googlets would not stop network effects from reasserting themselves: in time, one of them would become dominant again. A radical rethink is required—and as the outlines of a new approach start to become apparent, two ideas stand out.

The first is that antitrust authorities need to move from the industrial era into the 21st century. When considering a merger, for example, they have traditionally used size to determine when to intervene. They now need to take into account the extent of firms’ data assets when assessing the impact of deals. The purchase price could also be a signal that an incumbent is buying a nascent threat. On these measures, Facebook’s willingness to pay so much for WhatsApp, which had no revenue to speak of, would have raised red flags. Trustbusters must also become more data-savvy in their analysis of market dynamics, for example by using simulations to hunt for algorithms colluding over prices or to determine how best to promote competition.

The second principle is to loosen the grip that providers of online services have over data and give more control to those who supply them. More transparency would help: companies could be forced to reveal to consumers what information they hold and how much money they make from it. Governments could encourage the emergence of new services by opening up more of their own data vaults or managing crucial parts of the data economy as public infrastructure, as India does with its digital-identity system, Aadhaar. They could also mandate the sharing of certain kinds of data, with users’ consent—an approach Europe is taking in financial services by requiring banks to make customers’ data accessible to third parties.

Rebooting antitrust for the information age will not be easy. It will entail new risks: more data sharing, for instance, could threaten privacy. But if governments don’t want a data economy dominated by a few giants, they will need to act soon.

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Upgrade your Supply Chain or become less relevant, the choice is yours

 

Source: Upgrade your Supply Chain or become less relevant, the choice is yours | Alex Rotenberg

Unlike others, with limited expectations about the impact of technology, who dream of going back to the glorious days of ERP or MRP systems, and order-based solutions, my core belief and experience, is that operational excellence comes from the introduction of new technologies, and applying them now to get on the learning curve before anyone else, and not in a distant future. We can become more agile, compress order-to-cash lead-times, and re-invent how to deliver products and services. Thus creating very new sources of competitive advantage for our customers.

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Like the German industry is proving  most recently with Industry 4.0, I firmly believe that digitization, robotics, and the Internet of Things, will help us leverage the continuous data-stream from the internet, and transform the manufacturing base with new and more flexible technologies, aiming at making production planning more responsive to forecasted market changes and customer preferences.

The opportunities are unlimited. And it is the task of supply chain consultants to help companies upgrade their supply chains, introducing these new technologies, and fundamentally redefine how our supply chain and businesses operate, not with the narrow mindset of cost control, inventory reduction and efficiency gains, but rather with the ambitious goal of redefining the value equation in each industry, with a continuous eye on tangible outcomes for the customers.

The value provided to companies, is radical redesign of the processes of your company, putting the customer at the centre, and providing them a totally new level of experiences and satisfaction, contributing to better margins and increased revenue.

It will make your business:

  • Cheaper
  • Faster
  • More Value add

The enablers are methodologies supported by data, to redesign physical supply chain networks, and digitize the underlying processes. In today’s world, what happens in the information world, is more important than the physical product flow. Wise use of technologies can overcome any dysfunctional supply chain and help a company operate at its maximum capabilities.

The supply chain innovation is introduced by making the supply chain more customer-driven, and the business more customer-centric. These are not empty words but efforts to redesign processes providing a maximum of value to each customer, and redefining the meaning of operational excellence. Segmentation, predictive analytics and value chain orchestration are at the core of this revolution.

The operational excellence results from strategic alignment and process integration, across silos and aligning objectives and business priorities, based on customer-driven insights, across the extended supply chain, breaking walls inside and across organizations, divisions and companies, give a direct operational benefit and a step change in supply chain performance.

Powered by this vision of transforming the actors of the supply chain, into a collaborative value network, where any node can add value to the overall community, and being rewarded accordingly, supported by Industry 4.0 technologies, we can provide customers with that so much desired instant gratification, the internet and companies like Amazon have started to make a standard expectation of the new customer.

The bonus is that this customer-driven revolution also significantly improves the companies top-and bottomline performance.

That is why it is important you join this Customer-led SC revolution.  Upgrade your supply chain or become less relevant, the choice is yours.

Blockchain Will Do to the Financial System What the Internet Did to Media

 

Source: The Blockchain Will Do to the Financial System What the Internet Did to Media

Even years into the deployment of the internet, many believed that it was still a fad. Of course, the internet has since become a major influence on our lives, from how we buy goods and services, to the ways we socialize with friends, to the Arab Spring, to the 2016 U.S. presidential election. Yet, in the 1990s, the mainstream press scoffed when Nicholas Negroponte predicted that most of us would soon be reading our news online rather than from a newspaper.

Fast forward two decades: Will we soon be seeing a similar impact from cryptocurrencies and blockchains? There are certainly many parallels. Like the internet, cryptocurrencies such as Bitcoin are driven by advances in core technologies along with a new, open architecture — the Bitcoin blockchain. Like the internet, this technology is designed to be decentralized, with “layers,” where each layer is defined by an interoperable open protocol on top of which companies, as well as individuals, can build products and services.

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Like the internet, in the early stages of development there are many competing technologies, so it’s important to specify which blockchain you’re talking about. And, like the internet, blockchain technology is strongest when everyone is using the same network, so in the future we might all be talking about “the” blockchain.

The internet and its layers took decades to develop, with each technical layer unlocking an explosion of creative and entrepreneurial activity. Early on, Ethernet standardized the way in which computers transmitted bits over wires, and companies such as 3Com were able to build empires on their network switching products. The TCP/IP protocol was used to address and control how packets of data were routed between computers. Cisco built products like network routers, capitalizing on that protocol, and by March 2000 Cisco was the most valuable company in the world. In 1989 Tim Berners-Lee developed HTTP, another open, permissionless protocol, and the web enabled businesses such as eBay, Google, and Amazon.

The Killer App for Blockchains

But here’s one major difference: The early internet was noncommercial, developed initially through defense funding and used primarily to connect research institutions and universities. It wasn’t designed to make money, but rather to develop the most robust and effective way to build a network. This initial lack of commercial players and interests was critical — it allowed the formation of a network architecture that shared resources in a way that would not have occurred in a market-driven system.

The “killer app” for the early internet was email; it’s what drove adoption and strengthened the network. Bitcoin is the killer app for the blockchain. Bitcoin drives adoption of its underlying blockchain, and its strong technical community and robust code review process make it the most secure and reliable of the various blockchains. Like email, it’s likely that some form of Bitcoin will persist. But the blockchain will also support a variety of other applications, including smart contracts, asset registries, and many new types of transactions that will go beyond financial and legal uses.

We might best understand Bitcoin as a microcosm of how a new, decentralized, and automated financial system could work. While its current capabilities are still limited (for example, there’s a low transaction volume when compared to conventional payment systems), it offers a compelling vision of a possible future because the code describes both a regulatory and an economic system. For example, transactions must satisfy certain rules before they can be accepted into the Bitcoin blockchain. Instead of writing rules and appointing a regulator to monitor for breaches, which is how the current financial system works, Bitcoin’s code sets the rules and the network checks for compliance. If a transaction breaks the rules (for example, if the digital signatures don’t tally), it is rejected by the network. Even Bitcoin’s “monetary policy” is written into its code: New money is issued every 10 minutes, and the supply is limited so there will only ever be 21 million Bitcoins, a hard money rule similar to the gold standard (i.e., a system in which the money supply is fixed to a commodity and not determined by government).

This is not to say the choices Bitcoin currently offers are perfect. In fact, many economists disagree with Bitcoin’s hard money rule, and lawyers argue that regulation through code alone is inflexible and doesn’t permit any role for useful discretion. What cannot be disputed, however, is that Bitcoin is real, and it works. People ascribe real economic value to Bitcoins. “Miners,” who maintain the Bitcoin blockchain, and “wallet providers,” who write the software people use to transact in Bitcoin, follow the rules without exception. Its blockchain has remained resilient to attack, and it supports a robust, if basic, payment system. This opportunity to extend the use of the blockchain to remake the financial system unnerves and enthralls in equal measure.

Too Much Too Soon?

Unfortunately, the exuberance of fintech investors is way ahead of the development of the technology. We’re often seeing so-called blockchains that are not really innovative, but instead are merely databases, which have existed for decades, calling themselves blockchains to jump on the buzzword bandwagon.

There were many “pre-internet” players, for example telecom operators and cable companies trying to provide interactive multimedia over their networks, but none could generate enough traction to create names that you would remember. We may be seeing a similar trend for blockchain technology. Currently, the landscape is a combination of incumbent financial institutions making incremental improvements and new startups building on top of rapidly changing infrastructure, hoping that the quicksand will harden before they run out of runway.

In the case of cryptocurrencies, we’re seeing far more aggressive investments of venture capital than we did for the internet during similar early stages of development. This excessive interest by investors and businesses makes cryptocurrencies fundamentally different from the internet because they haven’t had several decades of relative obscurity where noncommercial researchers could fiddle, experiment, iterate on, and rethink the architecture. This is one reason why the work that we’re doing at the Digital Currency Initiative at the MIT Media Lab is so important: It is one of the few places a substantial effort is being made to work on the technology and infrastructure clear of financial interests and motivations. This is critical.

The existing financial system is very complex at the moment, and that complexity creates risk. A new decentralized financial system made possible with cryptocurrencies could be much simpler by removing layers of intermediation. It could help insure against risk, and by moving money in different ways could open up the possibility for different types of financial products. Cryptocurrencies could open up the financial system to people who are currently excluded, lower barriers to entry, and enable greater competition. Regulators could remake the financial system by rethinking the best way to achieve policy goals, without diluting standards. We could also have an opportunity to reduce systemic risk: Like users, regulators suffer from opacity. Research shows that making the system more transparent reduces intermediation chains and costs to users of the financial system.

The Takeaway

The primary use and even the values of the people using new technologies and infrastructure tend to change drastically as these technologies mature. This will certainly be true for blockchain technology.

Bitcoin was first created as a response to the 2008 financial crisis. The originating community had a strong libertarian and antiestablishment spin that, in many ways, was similar to the free-software culture, with its strong anticommercial values. However, it is likely that, just as Linux is now embedded in almost every kind of commercial application or service, many of the ultimate use cases of the blockchain could become standard fare for established players like large companies, governments, and central banks.

Similarly, many view blockchain technology and fintech as merely a new technology for delivery — maybe something akin to CD-ROMs. In fact, it is more likely to do to the financial system and regulation what the internet has done to media companies and advertising firms. Such a fundamental restructuring of a core part of the economy is a big challenge to incumbent firms that make their living from it. Preparing for these changes means investing in research and experimentation. Those who do so will be well placed to thrive in the new, emerging financial system.