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Blockchain Software

How to build and integrate external databases with Hyperledger Fabric

Distributed ledger tech may improve your company’s back-office processes, but getting these systems to scale remains a technical hurdle. 

In this webinar, blockchain developer Tomasz Kaliszuk offers some ways to design blockchain apps to be usable. One essential feature is adding dashboards to search and sort records, which can slow the network at scale. Integrating external databases to the system is one solution. Find out more by signing up below.

In this webinar, you’ll learn:

  1. How Hyperledger Fabric can build trust and transparency within a network of businesses
  2. How to integrate Hyperledger Fabric with external databases
  3. How to overcome technical challenges

 

We are helping businesses with powerful enterprise blockchain applications based on Hyperledger fabric. Click here to contact us and one of our experts will get in touch with you.

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Blockchain Healthcare

Ways private blockchains empower patients to protect their medical data

IT solutions have driven change in industries such as finance, insurance, and retail. However, there are also industries where systems are not as quick to change. The healthcare industry is one part of our lives where IT adoption is slow. Doctors and administrators still perform many repetitive tasks on paper such as storing and transferring data. Apps that use a distributed ledger are some ways to improve medical records storage, just as it is with pharmaceutical supply chains.

Medical records storage

One major problem in the healthcare industry is how hospitals, insurance companies, and patients themselves handle medical records. Inefficiencies in how administrators handle data impacts quality and only drives up costs for both providers and consumers. Healthcare professionals often have to transfer duplicate records each time a patient comes in. As a result, a lot of healthcare processes remain inefficient, on paper, and offline. One solution is to develop applications that enhance cooperation and cut redundant tasks.

 

Currently, in the healthcare industry, there are two kinds of problems. First is duplicate medical data and the second is that this data is neither transparent nor interoperable. This is detrimental to the industry and consumers because they lose a lot of time, and use a lot of paper documents for the same data. Before I start to analyze the problems and offer ways to solve them, we should understand the healthcare industry and medical data handling.

 

This data has to be secure — only authorized people should control the flow of sensitive medical data. One particular advantage of a blockchain-based medical records app would be its ability to control access to records while also distributing current versions to authorized people in the network. 

The problems of electronic health records

Pictured above, the application stores and distributes patient data. At present, most institutions’ medical records storage is on centralized databases in which data remains siloed. This solution leads to duplicated health data and a lack of transparency. Today, patients expect a seamless flow of data, however. In Poland, for example, to found a company, we get a unique identifier, called a NIP number. We can then use this ID to identify details of our company in external institutions such as banks, insurance companies, or public institutions. Of course, this identifier relies on a centralized database.

 

Our enterprise blockchain app would rely on all stakeholders running a node to avoid any single point of failure. We have one identification of our patient/company based on the decentralized solution where we can enable access to their personal health data. This is the core of our solution.

 

We understand the healthcare industry and our software and blockchain experience help us realize how big the potential for blockchain solutions in the healthcare industry are. This technology helps eliminate duplicate records and helps patients, doctors, and administrators manage personal data and securely distribute it across a network of hospitals, insurance providers, and consumers.

Advantages of private blockchains

Our solution is based on the Linux Foundation’s Hyperledger Fabric. Developed in December 2015, the private blockchain has supported blockchain initiatives in companies such as IBM and Intel. A private blockchain is the best solution for medical records handling because it enables safe, transparent data management. Patient data saved on the blockchain is available for everyone who has access for this data but only the patient can directly set access to this data. On the other hand, we have the trust of data between each medical institution. This transparent data management is comfortable and safe for all parties.

 

Pictured above, a blockchain app stores the data.  Patients have their own public and private keys. Patients can take their medical data with them since it remains on the distributed ledger. Public keys help identify the patient in each medical institution system. Each medical institution can easily manage patient medical records with patient consent. The other medical institution doesn’t have to create the same data as the first medical institution. Instead, medical facilities share the data across the network.

 

On the other hand, each patient has a private key to sign the transaction. Private keys allow users to save data on the blockchain or share this medical data to other medical institutions. Health professionals can read this data immediately after receiving it.

Conclusion

The ability to store data in one secure place where we only have access to it because only we have a private key to manage this data gives us the freedom to decide where and how the data is visible. From our point of view, this could be the management of medical data 2.0 where the patient is the owner and manager of the data, not external institutions that process this data on our behalf. This approach may look strange, but the decentralization of communication and data storage forces us to look at the collection and management of data.

 

Many companies from the healthcare industry which are going to implement our solution could help patients and administrators better manage medical data. This not only makes medical data transfer more transparent but also empowers patients to take control of it. The medical data of the process 2.0 is the future which gives safety, freedom and another way to store medical data.

 

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Blockchain Software Technology Uncategorized

Data Visualization best practices in web and mobile Apps

Want to make data visualization the core feature of your next app? Then you are on the right track because data visualization improves user engagement and increases conversion rates. However, in the mobile age, data visualization must be powerful, but simple.

Rather than ‘peering at details,’ data visualization lets us comprehend the substance of our data, and we’re smarter because of it. In this article, we’ll walk you through the best practices and present the best data visualization examples that improve user engagement and increase conversion rates. By the end of it, you’ll have a better understanding of the do’s and don’ts when it comes to data visualization for mobile apps.

Table of contents:

  1. The worlds of data visualization
  2. Why is data visualization important?
  3. Data Visualization Best Practices
  4. Common Mistakes
  5. Benefits of Good Data Visualization
  6. Conclusion

The two worlds of data visualization

Before the emergence of smartphones, data visualization’s home was the desktop, usually delivered through browsers and thick-client applications. But, when viewed on smart devices, data visualizations in PC-specific apps are difficult to read, navigate and use.

So, what does this mean for designers who are considering implementing data visualization? Creating data visualizations that work well within the constraints of mobile devices — screen size, resolution, and lighting conditions — requires thought and testing. While multiform device compatibility can be a very challenging task for designers, we’ve accumulated enough experience now to cope with it. This article takes a mobile-first approach and explores the best practices for data visualization design in mobile apps, and points out the most common pitfalls. It will assist you in making another critical decision in application development, in addition to selecting a platform or picking a strategy for avoiding frequent performance concerns.

Find out more about our expertise.

The Two Worlds of Data Visualization: PCs and Smartphones

Why is data visualization important?

Knowledge of data visualization software and programming libraries has become a requirement for many design and development jobs today. Websites and mobile apps alike complement their blogs and stories with infographic and multimedia content that follow the best design standards. All this suggests that web and mobile data visualization are becoming increasingly important for contemporary apps. Why is it so?

We have noted that good data visualization comes with some benefits in terms of user engagement, better information processing, and interactivity. Let’s put this into context.

Data visualization enables users to quickly recognize patterns in data and draw actionable insights that would otherwise go unnoticed.

Data presented in plain text is often harder for users to understand because of the mental effort needed to compare multiple disconnected data points. The task becomes even harder if users have to dig into large volumes of historical data. Data visualization solves this by making key trends and patterns in data directly observable. For example, looking at a stock price plot or a balance graph in an investment or banking app (see the image below). The user gets an immediate understanding of fluctuations and trends.

Data visualization

 Figure #1 Investment Portfolio Simulation

Data visualization is more comprehensible than raw data.

Modern data visualization libraries, like D3.js created by Mike Bostock, are widely used to deliver the infographics of online media and enable sophisticated user-interaction with plots and graphs. For example, hovering over a state on a map of the U.S., the user may see voting results, crime rates, or other information that’s of interest.

Interactive features allow thousands of data points to fit into simple representations while making the overall dynamics available to the user as an experience.

data visualization in an app

 Figure #2 Election results app

In the age of social media and Web 2.0, users are more attracted to multimedia data.

Plain text and limited interactivity were the hallmarks of the Internet in its early years. However, with the advent of Web 2.0, users got used to multimedia communication rich with images, gifs, streaming videos, and audio. Visual content has already become the central tool of communication in social media via sharing photos, memes, gifs, etc. Therefore, web and mobile users more than ever expect to consume information in the visual form (see the image below).

data visualization graph

Figure #3 Data Visualization App for tablets

Data visualization simplifies application management and control.

With the development of internet of things devices and online trading, mobile apps are turning into important tools for controlling upscale systems, remote services and infrastructures. Whether it’s stock price performance or the sensors on an athlete, good data visualization helps monitor operations, optimize processes and make quick, well-informed decisions. In these use cases, data visualization is not only an option but a necessity within mobile apps.

data presentation in mobile app

Figure #4 The dashboard of the IoT App that visualizes data about shots made by basketball players

Data Visualization Best Practices

Designing appealing and usable dashboards, graphs, plots, and figures for mobile use is not a trivial task. Aside from following the general standards for visual representation and making sense of data — in a mobile context — designers also need to be aware of a whole series of possibilities and constraints characteristic of mobile technology. Below we present a list of the best practices for mobile data visualization.

Clear User Interface and Easy to Understand Data

Mobile app users typically see data visualization in a context that reflects the app’s navigation. For example, it’s clear to the user that if they visit a bank account balance page, the data displayed relates to income and expenses. For that reason, it’s good practice to simplify graphs to the bare essentials, omitting elements such as graph titles, axis labels, and other support components that might be expected in a PC or web app.

monthly payment breakdown

Figure #5 Minimalist mobile data visualization example

Interested in more tips for UI design? Check out Design category on our blog.

Leverage Mobile Device Capabilities

Leverage Mobile Device Capabilities
Figure #6 Google Analytics mobile and desktop apps

Depending on the screen orientation (portrait vs. landscape), designers should display different graphs to users. For example, a bar chart with a few data points may be more suitable for the portrait mode, whereas line charts would be preferable for the landscape mode. Also, as mentioned before, to fit mobile data visualization into smaller screen dimensions, graph designers can hide information from the user making it accessible when they hover or click on the graph element. These features make mobile devices a great place for interactive data visualization.

For example, zooming on a line graph can show the user changes in data over specific periods of time, allowing for a finer-grained look at the data over the last hour, for example. Isolating a data point from a graph does not only offer access to more detailed information but may be used to include specific actions and features like sharing data via social media or email. In the images above, we can see how these best practices are implemented in Google Analytics mobile and desktop apps. The data visualization for “audience” in the mobile app is simpler and more condensed than the desktop app’s rendition. It includes only the most relevant information and hides additional details about the number of new users, sessions, page views — unlike the desktop app, which manages to present all this data on one page.

Time and time again companies have trusted us as a software development provider. Read more about some of our projects and find out why.

User Controls for Touchscreens

Using touchscreen controls you can incorporate highly interactive elements into a mobile data visualization. For example, the user can touch the chart’s elements to see additional information, swipe graphs sideways to see its continuation, and zoom in to see the individual data points. All these features make it possible to create very interactive experiences – and this is still a fertile space for more design innovation and experimentation.

User Controls for Touchscreens

Figure # 7 Data visualization from the app created using ZoomCharts interactive data visualization library

Address UX Concerns of Mobile Users

Effective data visualization in mobile apps is adaptable to the different conditions in which people use their mobile devices. For example, people using their apps in bright daylight, and when using Night Shift (and equivalents), will prefer seeing graphs presented with more contrast. This is even more relevant for apps containing multiple data sets (e.g. charts with more than one line). If the ambient light is not optimal and the designer did not use sufficient contrast, the users won’t be able to distinguish separate lines with a similar hue.

Looking for more tips for UX and good UI design – read about UX Desing Trends to watch in 2018!

Address UX Concerns of Mobile Users

Figure # 8 Sales dashboard with multiple visualizations

Resolving Different Mobile OS Versions and Varying Screen Resolutions

To ensure that users of all Android and iOS devices see your graphs clearly, pick a well-tested data visualization library that abstracts the difference between various versions of the mobile systems, browsers, and hardware. Developers should choose mobile frameworks carefully, especially if they want to release cross-platform. Frameworks geared more towards one platform may disappoint the users of the other platform when it comes to the platform’s inherent differences in navigation and browsing. Also, mobile data visualizations profit from an adaptive and responsive layout design. The sizes of graphs, plots, and their additional details should change depending on the screen dimension and resolution. More graph details can be displayed on devices with bigger screens, while a simple display works better on smaller screens.

data in rows
mobile data visualization

Figure #9 Two examples of simple mobile data viz without textual and visual clutter

Hopefully, the tips above give you some simple best practices for data visualizations on mobile. To achieve an effective mobile data visualization, you should also be aware of the main things to avoid.

Common Mistakes

As previously mentioned, the key to effective data visualization on mobile is to make visualizations work and look great on small screen devices. The main design pitfalls, which may obstruct this outcome, are presented below.

poor data visualization

Figure #10 Example of poorly designed data visualization (too many blank sectors for some open jobs categories).

data presentation application

Figure #11 Another example of the poorly designed mobile data visualization (percentage data does not match the graph, the key depicts two colors for two lines but the graph has only one)

Lack Of Typography Standards

One of the most common mistakes is the failure to apply a typography standard where information hierarchy is matched by appropriate font choices. Likewise, avoid text crowding as shown in an exaggerated form in the image above. Here the designer adds too much text labeling; details that would be better presented in a condensed form. This graph would also be harder to make interactive on mobile because the circle’s sections are too small to be used as clickable or tappable areas.

Failure To Control The Effect Of Other UI Elements On Graphs

If not designed properly, modals and popups used along with graphs may adversely affect the user’s ability to see and extract meaningful information from the visualization. To avoid this problem, test your data visualization UI carefully to see what elements may hinder user comprehension of your graphs.

Varying Device Forms Make Graphs Hard To Read

Mobile devices have different screen dimensions and resolutions. If the designer fails to make the graphs responsive using appropriate rules to resize, shrink, hide and move the content, users of some devices might not see the information properly. To avoid this, once created, the responsive design should be tested on different mobile devices, using solutions like the free Google Mobile Test, or tools that emulate different mobile devices and screen sizes such as BrowseEmAll.

Benefits of Good Data Visualization

If you get your data visualization designed following the broad advice above, you can expect to see healthy growth of your app’s popularity and its monetization. Good data visualization helps bring significant benefits to your app business, including:

Better User Engagement

Good data visualization can enable mobile app users to see connections in their data more efficiently improving their understanding and helping them to effectively manage their own needs. Data visualization in banking and investment apps, for example, can help users identify problems with their account, spending patterns, and identify areas for improvement. Even simpler, good graphs generate higher levels of satisfaction all of which stimulates increased user engagement with the app and its features.

Less Churn

A high rate of churn indicates your business is not serving its customers adequately. They may be willing to stop using the product because of its poor performance, bad UX, or the lack of useful features. Reversing a high customer churn rate can be accomplished by better data visualization, providing customers with actionable insights directly relevant to your product. Consumers will be encouraged to stick to your app if your data visualization creates positive outcomes, practically and emotionally.

Conclusion

Without a doubt, data visualization has become an essential tool in the current data-focused world. That said, designers should strap in for the ride as even faster technological advancements, driven by the evolving needs of users, will increase demands on data-visualization apps and their creators! Ultimately, data visualization adoption is set to gather pace in the next few years and become an indispensable part of managing our everyday lives in this digital age.

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Blockchain Finance Financial Services Supply Chain

8 no-nonsense use cases based on Hyperledger Fabric blockchain

Spend any amount of time in the blockchain sector and you’ll find a flood of opinions for ways blockchain technology will be “a game-changer.” Where this goes wrong is that it’s light on how it will change the game exactly and why there’s a game at all. But with the right use cases, organizations can benefit from the efficiency and shared recordkeeping a distributed ledger or specifically Hyperledger Fabric can offer.

A private blockchain for business creates a common version of the truth, the so-called source of truth, that’s difficult to change and easy to audit. Using permissioned networks also limits network participants to ensure data is secure. For businesses, this means better collaboration, streamlining business processes, and more transparency among business partners.

Table of contents:
  1. Innovation cycle
  2. Financial settlement
  3. Enterprise blockchain for contract validation
  4. Invoice processing
  5. Blockchain as a tamper-proof audit trail
  6. Managing data access
  7. Tracking supply chain network and origin
  8. Commission management
  9. Time-sensitive distribution
  10. Internal secured marketplace
  11. Conclusion

Innovation cycle

Like any technology, it takes a while for the value to finally emerge. Take photography for example. Since the beginning, the point has always been the same. It captures a copy of the truth — however selective — and keeps it forever.

Just like blockchain, early photography was not user-friendly, not cheap, not fast, and not for the masses. The full potential of the technology cannot be released in real-time, but over years as it needs time. Think of early blockchain projects as photography circa 1860 technically limited, reserved for specialists, and complicated to use.

At the time, few grasped its full potential. Many critics objected because an existing medium — painting — captured moments just fine.

Photography’s business benefits are clear to us today in hindsight, though. The global medical imaging market — a spinoff of photography — was worth $25 billion in 2019 according to Markets and Markets report. If Instagram were a stand-alone company Bloomberg estimates it would be worth more than $100 billion.

Of course, the fundamental reason we still take pictures has not changed in nearly 200 years. What has changed is the tools, business opportunities, specific use cases, and major advances in usability. We’re still innovating with blockchain. That’s not to say that there are no benefits, rather breakthroughs unfold as companies invest in development.

Below you can find eight no-nonsense use cases for private blockchains.

Financial settlement

Among the first blockchain including Hyperledger use cases were those in the payments. Cryptocurrencies like Bitcoin, and Ethereum lend themselves well to cross-border and digital payment systems. The world’s most popular public blockchain, Bitcoin, has especially captured a competitive advantage for a niche market. Bitcoin, however, is more of a philosophical choice than practical financial technology. Other blockchain protocols offer better usability and scalability, especially at scale.

At Espeo Software we design enterprise blockchain applications i.e. we have designed a remittance service using the Stellar protocol as an example of a system that will allow the following financial transactions – transfer money quickly and cheaply across borders. Cryptocurrency enables real-time money transfers anywhere in the world. With cryptographic guarantees, blockchain technology facilitates peer-to-peer payments by making sure users can’t spend their tokens twice — double-spending is something other payment processors use financial institutions like banks and credit rating agencies to prevent.

This, of course, removes money transfer services from the transaction, significantly reducing operating costs to transfer money internationally. When end users can trust both contract counterparties it is good for the money and enables more trustworthy peer-to-peer asset transfers.

For internal settlements, though, i.e. Hyperledger Fabric offers a way to both manage and carry out payments between an organization’s branches or close partners. An open and transparent blockchain solution helps organizations to ensure trust and create a transparent record. Network participants can clearly see where transactions go and for what.

Enterprise blockchain for contract validation

Companies with many branches and partners can create an ecosystem with a private blockchain such as Hyperledger Fabric. When a contract expires, certain actions such as issuing an invoice or renewing the contract need to be taken. Currently, these actions are often carried out through manual or semi-automated processes. Companies have to integrate multiple systems and fight data siloing. Using the blockchain network you get one place to store all information consistently and transparently. Moreover, we can use blockchain smart contracts to trigger new automatic actions when the contracts expire. The smart contract’s behaviour can adjust to the asset type and treat different product or service delivery than inventory sales.

Contract validation features can combine with other features like invoices and internal payments. One of the biggest challenges with large companies is transparency and trust between parties. A private, permissioned blockchain together with traditional IT solutions can resolve these problems. While designing software for multiple entities, a consensus mechanism needs to be taken into consideration, as commonly used PoW will generate significant costs.

Invoice processing

Large organizations with global offices struggle with the complexity of invoice processing. Some branches within an organization still do it manually, which can get too complicated. Centralized record-keeping software also limits transparency and can cause chaos when organizations don’t share access to it.

Blockchain enterprise systems using i.e. Hyperledger fabric technology puts all the records a conglomerate produces in one place. Thanks to such a blockchain network none of the organizations can modify the records or add new records without the other participants seeing the change.

Blockchain as a tamper-proof audit trail

What blockchains do is clear — they record a tamper-proof audit trail and distribute a current copy to everyone who’s interested in seeing it. Whether that’s in a public blockchain like Ethereum or in a closed group like the Linux Foundation’s Hyperledger Fabric, the motivation is largely the same. Gather and keep reliable information for every asset type.

What isn’t as clear yet is why.

Die-hard proponents harp on how blockchain will fix the world’s problems. This is overly optimistic, of course. The one reason to use a blockchain is to establish an audit trail, especially if you can’t trust the other actors you’re working with. If you share data with people you trust or don’t share much data at all, don’t think about consensus mechanisms and smart b2b contracts, use a database. This has been our line from the beginning.

Whether you’re tracking invoices, managing referrals, checking a contract’s validity, settling internal payments, managing access to records or tracking supply, tamper-proof auditing matters, and can significantly reduce liability and overhead.

We’ve worked on several of these use-case puzzles in in-house proofs of concept enterprise-grade applications and in applications for our clients. To explore exactly how business blockchain technology and the Hyperledger Fabric network will grow existing businesses and spin off new industries, it’s often important to try to build out a proof of concept first.

Here’s an overview of some of our POC projects and some ways to apply blockchain platforms to business.

Managing data access

One of the many blockchains for business use cases is keeping track of records and who has access to them. In a proof-of-concept application, we’ve developed, our team created an app that manages medical record storage for patients and their doctors based on Hyperledger Fabric.

Patients use their private keys to access a patient portal and can grant and revoke access to doctors. In turn, doctors use their keys to enter a doctor’s portal where they can add records of procedures.

The system shows how the blockchain platform plays a role in securing patient data and can improve some inefficiencies in the current system especially, in the cost of securing medical data. The system’s built-in security allows patients, doctors, and administrators to seamlessly coordinate over the application.

Tracking supply chain network and origin

Another excellent use for a tamper-proof audit trail is in supply chain tracking. Blockchain for the supply chain is one of the areas where we believe in a big technological impact, naming the pharmaceutical supply chain as the starting point. In our supply chain POC, we explored the role of a blockchain-based platform in verifying digital interactions that allow checking if a product has been shipped from a valid source and that it travelled through the supply chain in the right conditions.

Counterfeiting and mishandled drugs account for billions of dollars of losses to Big Pharma each year. Ensuring that consumers get exactly what they’re paying for and verifying that it’s not harmful is the main benefit to this use case.

Additional use cases of blockchain for the supply chain sector are in food tracking. As with pharmaceuticals, a blockchain-based supply platform which is tracking food to its source can help regulators verify that fish, for example, was properly harvested and is the species the package claims. It can also help retailers contain outbreaks of foodborne illness by quickly pinpointing which farm your spinach came from and how it was transported.

Walmart together with IBM has already launched a Hyperledger-based application, FoodTrack, to audit the source of leafy greens in its stores accurately.

Blockchain logistics offer significant utility in handling complex supply chains efficiently.

stellar blockchain update diagram

Commission management

Just as Hyperledger permissioned blockchain projects can help with the efficient processing of invoices, they can also track commissions and clearly show a history of accepted work and the payments for it. This is especially useful for conglomerates that operate in multiple countries that struggle with managing commission or referral payments.

Whether a particular partner uses a different accounting system, provides low-quality data with many duplicates, or is purposefully misrepresenting commissions, an application using Hyperledger Fabric can help establish order.

Blockchain-based time-sensitive distribution

The pandemic has affected all organizations in various possible ways. But it has obviously impacted healthcare organizations most significantly. While science came with its own answers to the situation which began in 2019 – new challenges regarding that occurred as well.

Scientists created effective vaccines, but they have to be transported in very strict conditions and to the places where they will be used on time. Especially at the early stages of vaccination, each dose was close to being priceless and none of it could have been wasted. On the other hand, the rapid introduction of the product to the market and extremely high demand have also encouraged potential frauds and counterfeits.

All of those new issues were solved with blockchain implementation. Tech Mahindra has created an interesting system based on Hyperledger Fabric – VaccineLedger which was developed in cooperation with a startup funded by Unicef and Gavi. Thanks to it the monitoring and distribution of vaccines can operate smoothly using precise information on the logistics, temperature, current location, purchase orders and transport conditions. You can read more about it in Forbes.

Development of an internally secured marketplace

The pandemic has also extorted robust cooperation between healthcare equipment owners. Different entities required special inventory like respirators or oxygen supplies and coordinating these needs with minimal mismanagement is not easy. Medical institutions use different systems, but permanent e-mail and phone coordination is neither accurate nor time efficient. If you add some time that will be consumed by the repairs, operating the central procurement system and a need to care about the patients – the real problem arises.

In order to build a comprehensive, nationwide internal system dedicated to the healthcare industry Healthcare Quality Improvement Partnership has organized a dedicated think-tank. Using the report from the debate as a starting point at Espeo Blockchain we have organized a product specification workshop with one of our clients. As an effect, we have built a prototype with a blockchain framework in mind, planned interaction of different groups of users with the system and infrastructure of private blockchain with direct access for all participants with immutable records by design.

Conclusion of use cases for Hyperledger Fabric

I hope your takeaway from this article, is a better understanding of the fundamental feature of blockchain systems — tamper-proof auditing — and how it drives blockchain use cases. 

Shared recordkeeping, smart contracts, supply chain management, shared assets, provenance, and payments are particularly salient now with existing blockchain tech to build apps around. The flexibility of blockchain solutions supports many business use cases even sensitive ones. Other use cases will take more time to work out — especially considering usability for a general audience. Don’t let it discourage you, this is a normal and healthy part of any technological innovation.

As more businesses find valuable Hyperledger Fabric use cases, new ways to innovate will continue to emerge. Blockchain is here to stay, it is important to get education and training on the subject to make an honest assessment of what it is and what it isn’t vital to use it right. And we are here to provide you with every practical guidance you might need.

Do you consider any of the above use cases relevant to your business?

We are helping businesses with powerful enterprise blockchain applications based on Hyperledger fabric. Click here to contact us and one of our experts will get in touch with you.