Real-Time Performance Data is Saving Pepperdata Customers

Real-Time Because they lack real-time performance data on their application utilization and provisioning, enterprises using cloud or hybrid infrastructures are overprovisioning. The outcome? Millions of dollars wasted on resources they don’t even use.


Pepperdata users benefit from powerful, actionable, real-time performance data. This 360-degree visibility empowers them in their troubleshooting, debugging, and planning. With demonstrated expertise in real-time performance data collection and presentation, Pepperdata has saved Fortune 100 companies millions of dollars in cost while increasing their customers’ application throughput considerably:

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Some of these Fortune companies that have realized big performance boosts and millions in savings include:

  • A Fortune 500 Global Travel services company, which has saved about $3.9 million dollars in hardware costs, whilst gaining a 30% increase in compute – helping to reduce their footprint and management complexity.
  • A Fortune 100 Retail company who saved more than $10 million in infrastructure spend and gained a 30% improvement in throughput. Additionally, their mean-time-to-repair (MTTR) shot down by 92%.
  • Another Fortune 100 company, this time in the Telecommunications industry, saved 50% on their hardware spend. Not only that: they save at least $7.5 million daily from their cloud services, and have brought down their MTTR by 94%.

Find more of these companies in the infographic at the end of this post, or read more about our other customers’ successes here.

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With Pepperdata, you are provided with the tools to:

Pepperdata is dedicated to helping our customers cut costs and increase efficiency via the proper use of real-time performance data. To find out how Pepperdata can automate the big data and cluster performance tuning of your system resources, and offer true big data optimization, try Pepperdata for free here.

7 Types Of Apps That Can Be Built Using Python in 2019

Apps To answer one of the most frequently asked questions “What Python” simple words – Python is object-oriented, interpreted, and robust high-level programming languages in 2019. It has incredible built-in data structures, combined with dynamic typing and binding to create a hassle-free application development. It poses as a scripting or glue language to combine several components together.Python

Python is famous for its simple and easy-to-learn syntax that supports reading and reduce the costs incurred in the maintenance program. It also favors modules and packages, which again promotes modularity and code reusability. To add another jewel to the crown, it was favors cross-platform, making Python is ideal for mobile application development.

Now, just to say that Python is a popular language will not be enough. So, let us look at its features that play an important role in spreading the popularity like wildfire.

Why Python a top Mobile App Development Programming Language

  • Python code is easy to read and understand

One of the most notable features of Python is the syntax. Syntax rules allow developers to express the concept without writing additional code. Python has a way of making complex things simple; reason why it is deemed suitable for beginners to learn.

Python is the only language to focus on the code reading, which is why it allows developers to utilize English words rather than punctuation. All these factors make Python is perfect for custom applications mobile applications. In addition, a clear code base will help developers maintain and update the software without any extra effort.

  • Python is Fast

Python, the program added to the interpreter that runs directly. This means no compilation, which happens to almost every other language. In Python code, it is easy and quick to get your hands on feedback on the Python code you like to admit mistakes. In Python, you can finalize and implement your programs (run them) faster than with other programming languages.

  • Python is compatible

There are many operating systems such as Android, iOS and Windows that supports Python. In fact, you can use the Python interpreter to use and run the code across platforms and devices. It is also possible to run the same code on multiple platforms and application code be changed without the need for recompilation. Additionally, if you want to check the impact of the changes made in the code and it also directly, then Python is your final choice.

  • Facilitating Test-Driven Development

Creating prototypes of software applications has never been easier. All thanks to the development of Python applications. Python fully supports the development of prototypes and even allows you to build applications directly from the prototype by refactoring the code.

  • Strong Standard Library

Python has a strong enough standard libraries that provide advantages over other languages. Python standard library module allows you to choose from a variety to suit your needs. Now, each module

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  • Django

Django is a high-level Python framework and the current open-source Web App Development by providing access to different features. It was perfect because it allows developers to create complex code and Python web applications efficacious.

Some of the features that make Django one of the top frameworks for Python are an authentication mechanism, implementing ORM database schema migration for mapping objects to database tables and template engine

  • Flask

Another very powerful Python framework is Flask, developed in WERKZEUG- and Jinja 2. It is denoted as microframework because it does not require tools and libraries such as other frameworks. Due to its features such as integrated support for unit testing, quiet demand delivery, etc. it is considered an ideal choice for small projects, as opposed to Django used in the development of major projects.

  • web2py

Web2py is one of the most popular frameworks from Python for mobile application development, equipped with a debugger and deployment tools. It helps developers to build code debugging and effectively together with application testing.

Because web2py is a cross-platform framework, it is compatible with Mac, Windows, Linux, Android, etc. follow the design of the Model View Controller. One of the elements that impress the most developers are frameworks ticketing, a component that issued the ticket each time an error occurs.

  • Pyramid

Pyramid is a Python framework that is extremely adaptable to the development of applications that work very well for simple and complex applications from Python. This is useful in creating a prototype application and developers to chip away at API projects.

The majority of Python developers simply admire this framework for transparency and its high quality features. One other feature worth mentioning is the transversal frame pyramid was used for mapping the URL for coding, making it easier to create a RESTful API. In fact, some of the technology industry giants such as Mozilla, Dropbox, and Yelp have used it in their processes.

  • Cherrypy

Another Python application development framework is CherryPy. An open source framework is able to embed their own servers its multi-tense. This framework has features such as template setup, thread-pooled web server, and the module frame.

In addition, do not require you to use an ORM or specific templates and specific machines. In fact, it allows developers to utilize different technologies to access data, templates and more, making it a preferred choice of developers to build applications in python.

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What Type of Apps Can You Develop with Python?

  • Application Blockchain

Blockchain, becoming one of the hottest trends this decade in technology has swept the market of its feet. From a developer point of view, the Blockchain development not as easy as shelling peas. However, Python has really made it so. Because Python is a very understandable language, the process of building applications blockchain much facilitated.

By using such Python framework like Flask, developers can use HTTP request blockchain to interact with them via the Internet and create the end point for the different functions of blockchain. Developers are also able to run scripts on multiple machines to develop a decentralized network – all with the help of Python.

  • Command-line application

Command-line applications and Application Console is the same. A computer program was created to be used from the command line or shell and does not have a graphical user interface.

Python is considered a language suitable for such applications because of features that Read-Eval-Print-Loop (REPL) that allows developers to evaluate the language and identify new possibilities.

Since Python is a popular language globally, Top Mobile App Development Companies have access to a sea of ​​free Python library that they can use to build a command-line application.

  • Audio and Video Applications

Python application development helps in creating music, and other types of audio and video applications. Since the internet is loaded with audio and video content, you can use Python to analyze all of it. Some Python libraries such as OpenCV and PyDub assist in successful completion of development assistance in the application.

YouTube is one such application created using Python. Therefore, you can easily guess now how extraordinarily effective and this language is to provide high-performance applications.

  • Game App Development

For all fans of the game, many games like EVE Online and Battlefield 2 was created using Python. Battlefield 2 game employs its Python for all add-ons and functionality and the World of Tanks game use it for the majority of its features. In fact, Disney Pirates of the Caribbean game was written with the help of Panda 3D game engine – the game development language is Python.

Developers are given the facility to create a prototype game quickly and Pygame and Python can be used to test them in real-time. Moreover, Python in the development of the game can be used to make game designing tools that aid in many tasks of the development process, ie, creating a dialog trees and level designing.

  • Application Administration System

We know how tedious administrative system could be, considering there are thousands of tasks to be completed and the oceans of data to be managed. Administration System application is a lifesaver for management, to say the least.

Python is considered suitable to make the system administration application to allow developers to easily communicate with the operating system via the OS modules. This allows developers to interface with the Python OS is currently running. This language makes accessible all IO operations that include simple read and write to the file system.

  • Machine Learning Apps

Another technology trend of this decade should inspire is Machine Learning Development. Machine learning algorithm is a technology that feeds data to the operating system and allows them to make intelligent decisions. Prior to making the application of machine learning is a complicated task, but now we have Python applications for machine learning.

Python comes loaded with a library like Panda and Scikit learning machines available on the market free and can be used under the GNU license.

NLP (Natural Language Processing) is one of the branches of learning engine that enables the system to analyze, manipulate, and understand human language for the algorithm to work.

Why a company should opt mobile marketing?

The marketing, as we he knew it in the 80s and 90 years, is at the end, If you observe what people use their smartphones, then you will see that in addition to phone calls, email and text messaging (activities that are hardly suitable for advertising) Apps dominate. On average, users spend 82 percent of their mobile minutes with apps and only 18 percent with the web browser. Any charges (from a choice of more than one million) on average around 40 apps on his device and used 15 of them regularly.


Numerous organizations trust that versatile advertisements are a piece of their correspondence procedure for some modification. A standout amongst the most praised realistic from the media was a year ago a film on this subject: a correlation between the way individuals devour media (around 10 percent on cell phones), and the promoting consumption (here makes the versatile region only 1 percent). After some time, as eyewitnesses say, will meet these numbers. Appropriately, the versatile publicizing spending plans in the US must give $ 2.3 billion in 2012 rose to just about $ 11 billion 2016th New media require new strategies for promoting, and that create after some time on. The same is valid for the mobile area.

As the best approach for advertising purposes here, the correspondence will demonstrate by Apps. The little projects propose customary advertisements likewise on the grounds that numerous purchasers they don’t see advertising- they are esteemed for their functionality and therefore not saw as irritating. For advertisers applications are more appealing in light of the fact that they are more moderate than conventional showcases – and can make completely new income streams.

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Smartphone apps can be divided into five categories:

  • Games and entertainment, which account for 42 percent of total smartphone usage time according to a study;
  • social networks (especially Facebook) with another 31 percent smartphone time;
  • Tools such as maps, clocks, calendars, camera and e-mail;
  • Selection aids such as Yelp, TripAdvisor or Flixster;
  • Brands such as Nike or Red Bull.

The challenge for marketers is thus clear: especially Apps When smartphone users are running, but use it only 15 pieces regularly, and if only a few of brand companies derived from these 15 – then there is on the screens of mobile people really not much opportunity for Marketing. How can these consumers reach and appeal anyway? Instead tiny banner to buy, should offer marketers Apps, representing a value in the customer lives and strengthen the long-term commitment to their brands. For this it is first to understand how and why users opt for Apps.

According to a research, there are five strategies that lead to success here.

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1. You worry for more convenience

Apps for the convenience may be worth in marketing, but there are three restrictions. First, although they strengthen relationships with existing customers, but do little for the acquisition of new. Second, established brands with great customer base an advantage of customers using apps to address and bind to itself – so they are not suitable for every company. And thirdly, offer more and more vendors practical apps, so it becomes more difficult to differentiate on this basis.

2. Provide a unique value

Some apps use the mobile facility in a way as it could not be implemented in desktop devices. So has the British retailer Tesco in South Korea a delivery service for food called Home Plus. For this the chain has rows of blank posters with high resolution photos of their deals hang in full size in metro stations – including QR codes that can be scanned with a smartphone (see box below “As an app for more revenue, makes”) ,Allowing users to purchase and arrange delivery, while waiting for the subway. In the first three months after the start of the system, the number of registered users of Home Plus has increased by 76 percent and sales by 130 percent.

3. Create social benefits

In October 2012 Facebook has passed the milestone of one billion users.The mobile app of the service is one of the world’s most popular.Nevertheless, Facebook has, like many other social media companies, difficulties, its user base through marketing to make money. For marketing professionals doubt the effectiveness of ads in social media because they interrupt the user experience of connecting with friends. Activities that enrich those compounds, but are a completely different topic.

4. Give incentives

The basic concept is known: Many companies are trying to bring short-term promotions and other incentives customers to buy their products or on their Facebook pages to “like” to click. To secure a place among the few apps on the smartphone of a consumer, you have to come up with more creative incentives, however.

5. Entertain

As mentioned Spend smart phone users more than 40 percent of their app-time playing; for tablet users, the proportion is even higher. This is a huge opportunity for clever marketing. For many companies, is likely to the fact that the App Development requires new skills, be an advantage. After the sensational overnight success of Angry Birds and similar game apps, the young industry has attracted thousands of programmers and app developers- just for the iTunes Store have registered more than 275 000 of them.


Despite the ubiquity of smartphones and the many hours that many of us spend now bent over a small screen, shrewd marketing professionals will recognize: “Mobile advertising” is often just a hollow phrase because users like ads on their mobile devices just do not. Even location-based advertising, which will entice you with context-sensitive discounts that only short-term sales targets, not long-term customer dialog is used. Better results can be achieved through communication formats that enrich the lives of customers and provide long-term value

How Dif­fer­ent Are These Cloud Stor­age Services

Cloud People often confuse iCloud with iCloud Drive, but they don’t mean the same thing. They are quite different under the surface. iCloud is a cloud storage service that is used for several services Apple offers while iCloud Drive works like OneDrive, one service that falls under iCloud. So, what are the other main differences between iCloud and iCloud Drive?


Plenty. While they do seem confusing and sound the same, there are plenty of differences under the hood. We will explain what they are, what they do, how they differ, and how they are similar.


iCloud is primarily a cloud storage service that was launched by Apple in the year 2011. It is a cloud storage and computing solution that offers many services, including, but not limited to, iCloud Drive. Some other services include iCloud Backup, Find My iPhone, Keychain, office suite of apps like Keynote, and much more. It allows users to save all kinds of data across an umbrella of services that’s easily accessible with your Apple ID.

iCloud represents all these services that Apple offers in the cloud, allowing you to access them anywhere, on any device. iCloud Drive is just one of those features that borrow from its parent’s name. It’s just a bad naming strategy!

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iCloud Drive, part of the iCloud family of products and services, works like Google Drive or OneDrive. It’s a file storing and sharing platform that you can use to create, access, and share files while on the move. The iCloud is a file hosting service available on the web, Windows, macOS, iOS, and iPadOS. No cookie for Android.

You can store any file you want, provided there is enough space. All Apple users get 5GB free storage after which, you will need to subscribe to a plan.


iCloud offers a backup solution. It will back up everything like app settings, photos stored in the Photos app, contacts, emails, reminders, iMessage, Game Center information, Safari browser bookmarks and history, biometric IDs, Apple Pay details, Apple Mail accounts, and of course, iCloud Drive files. You have full control over which apps and services you want to back up to iCloud under Settings > Apple ID > iCloud.

These backups also include third-party apps that you install from the App Store. It makes it easy to restore everything to a new Apple device. Then there are things like device settings, purchase history of music from Apple Music, apps from App Store, and other items you bought. Note that Apple will only maintain a record of what you purchased instead of the item itself that you purchased. Think of it as a registrar. That means when you restore, you will need to download the app or music again but not buy it again. Useful when you have limited storage space left in iCloud as this process takes up less space.

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Both iCloud and iCloud Drive are cloud storage services that are used to provide backup and restore features to users. They are also both free in nature up to your cloud storage limit, which is 5GB for free account holders. Both iCloud and iCloud Drive uses state of the art technologies to secure your data online on Apple servers. That doesn’t mean they are foolproof as discovered by counts of celebrities a few years ago.

iCloud Drive is part of iCloud. All these other apps are also using iCloud to sync data.

The truth is, you don’t need iCloud Drive to get by. You can use any other cloud storage and file hosting app, but you do need and should use iCloud. It offers too many useful and basic features to avoid. Some more useful examples include Find iPhone and Find Friends, Family Sharing, Backups, and even more.


iCloud offers a lot of important services, and iCloud Drive is just one of them. The later is part of the former. Whether or not you use iCloud Drive will depend on a lot of factors, including how deep you are invested in the Apple ecosystem. But if you are using an Apple device, you are probably already using iCloud in some way and some capacity. And it’s a good thing too.

What is STO? Is it an alternate to ICO?

ICO The way how people used to handle money is getting diversified. Unlike in late 90s transactions were carried out on papers, both as a currency mode & cheque. Once the Internet bloomed like anything entrepreneurs’ idea of investment started driving the world into a new age of transaction.


Succeeding new invasions allowed businesses to achieve substantial growth with online payments for direct goods selling.

That let to step into a new era where blockchain radically caused individuals to engage with concealed commerce transactions via cryptocurrencies. This has also evolved the way how traditional IPO into ICO operated by ventures with regulations.

Unlike the beginning hype for ICO, the present scenario is getting worse and most entrepreneurs lost millions without seeing ROI. Yet STO could be a compromising investment to those business owners seeking for cryptocurrency based investments.

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What is STO?

STO technically stands for Security Token Offering, which is very similar to ICO (Initial Coin Offering). In ICO an investor is issued with a cryptocurrency to claim his investment.

Dissimilar to ICO, STO denotes an investment contract on behalf of assert on which the investment is made. And that assert could be a stock, funds & even real estate investment that is recorded on blockchain.

Why STO found?

ICO don’t have to comply with the regulatory bodies and the coins purchased through ICO become utility tokens using which users get access to certain platforms and/or DApps for specific accomplishments.

This indeed clarifies that ICOs are just to utilize and not a perfect investment.

Whereas STO is quite difficult to float; as a purpose is to invest somehow covering security laws and have to strictly comply with regulations upfront.

Most importantly it’s utterly impossible to utilize these tokens as did with ICOs and funds are collected from only authorized investors who have passed all eligibilities. Thus STO is more legitimate and attains investors trust.

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Is it an alternate to ICO?

Comparable to ICOs STOs seems to be,

  • Negligible or very low risk
  • Enforces transparency & accountability
  • Easy to access true value of token
  • Simply cheaper as no middleman involved
  • Reduced paperwork with blockchain
  • Additional liquidity with 24*7 trading

These reasons define the reason to choose STO over ICO

Final words

Though STO has numerous benefits within, it becomes biggest demanding podium to step in. The administrative challenge to ensure whether investors satisfy security law in the entire process is seen as a burden as it involves Custodianship, ownership tracking, approving exchanges, KYC update, AML and lot more.

Compared to traditional IPOs, fixed costs involved in upfront work makes it costlier and creates roadblocks for entries as seen in ICOs.

If your motto is to get handsome ROI through FinTech investments, STO could be your next option if your ICO results are failed.


The tireless procession of new technologies is unfurling on numerous fronts. Pretty much every technology is charged as advancement, and the rundown of “next huge things” becomes evermore. Not every emerging technology will change the business or social scene, however, some really can possibly disrupt the state of affairs, adjust the manner in which individuals live and work and rework value pools. It is subsequently important that business and policy leaders comprehend which technologies will matter to them and get ready in like manner.


The expansion of connected devices and sensors, combined with a thousand-fold increment in computing power over the previous decade, is opening up better approaches to deliver services and interact with customers. For example, the IoT (extensively characterized as a combination of sensors, analytics, and connectivity) permits industrial organizations to screen equipment health remotely and grow new commercial offerings, for example, outcome-based contracts in industries with high downtime costs. Industrial organizations have begun building technology empowered capacities to make the most of these opportunities.

Numerous different organizations are beginning to apply advanced analytics (AA) and digital tools to determine instantaneous insights into field activities and use them to streamline deployment in real-time through strategies, for example, dynamic field dispatching and remote servicing. These advancements are allowing industrial organizations to convey a stage change in impact through improved technician productivity, decreased interim to fix and higher consumer satisfaction.

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Advanced robotics, that is, progressively competent robots or robotic tools, with improved “senses,” dexterity and intelligence can take on tasks once thought excessively fragile or uneconomical to automate. These technologies can likewise create huge cultural advantages, including robotic surgical systems that make the procedure less intrusive, as well as automated prosthetics and “exoskeletons” that reestablish elements of amputees and the elderly.

Customarily, the trouble of foreseeing and managing customer demand has prompted high equipment downtime and poor service. Two drivers of this eccentrics are the constrained utilization of scheduled servicing and the low infiltration of condition-based monitoring, in which equipment is checked while in activity. Enterprises fluctuate in their way to deal with scheduled servicing, yet out-of-guarantee resources commonly endure lower adoption and more unplanned repairs. A couple of enterprises, for example, aviation, renewable energy, and mining have begun to adopt IoT-empowered condition monitoring to forestall resource breakdowns, however, few OEMs up ’til now have the infrastructure and technology to offer their clients monitoring services.

With the headway of disruptive technology, consumers can book food, taxis at the click of a mouse, without leaving their rooms. Consumers expect services like ‘Apple Easy’ and ‘Google Fast’ in various parts of their lives, demanding quick and seamless experiences always. It’s normal that Customer experience management will keep on driving accomplishment in all segments this year.

It may imply that a lot of companies would need to return to the planning phase and begin consolidating customer-centricity into their business models. Genuinely, as and when the e-commerce market gets saturated, customer experience would be the central factor that would enable occupant brands to slice through the noise in the market.

Disruptive technologies can change the game for organizations, making completely new products and services, just as moving pools of significant value between producers or from producers to consumers. Companies will regularly need to utilize business-model innovations to catch some of that value. Leaders need to get ready for a scope of situations, deserting presumptions about where competition and risk could emerge from and not be hesitant to look beyond long-established models. Companies will likewise need to stay up with employees’ skills up-to-date and balance the potential advantages of rising technologies with the dangers they sometimes present.

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With the adoption of Artificial Intelligence (AI) taking control over the worldwide business, days ahead may be a serious tech empowered. According to a report by PwC, AI’s potential contribution to the worldwide economy could reach $15.7 trillion by 2030. Additionally, the market for the Internet of Things (IoT) and Industrial Internet of Things (IIoT) is probably going to develop exponentially in 2020, since use cases for the innovation would keep on rising across sectors. The days ahead would see an expansion in the commercialisation of IoT data, hence starting the information economy for IIoT. All things considered, throughout the following year, IIoT platform services will keep on going to public cloud providers. Supply chain can likewise utilize the information gathered from IoT, from research and development to suppliers providing goods, through different phases of manufacturing.

It is normal that the work environments in 2020 will see ‘augmented collaboration’ with people and robots working one next to the other. This blend of people and robots is as of now noticeable in companies like Amazon and Google. However, individuals have been working collaboratively with PCs and mobiles for a considerable time. In any case, with the appearance of human-machine convergence, things will turn out to be a lot of worthwhile. Starting with cutting edge robotic technology, from ‘smart glasses’ to intelligent assistants. Additionally, autonomous machines would be equipped for taking on and finishing more undertakings, consequently empowering people to concentrate on value-added work.

What is Internet of Autonomous Things?

IoAT stands for Internet of Autonomous Things also called as Autonomous Things (AuT). It is a phrase used to identify the technology using autonomous devices without any human interference.


These devices are capable of functioning independently. They can interact with humans and other machines around them. IoAT is expected to bring computer systems into the physical world.

Autonomous devices need to interact with their surroundings to avoid accidents.

Some of the Most Popular Examples of Internet of Autonomous Things

The term IoAT might not be so clear from the definition above. Let’s take a few examples to understand it better.


Autonomous cars are a well-known concept today. Companies are continuously working on perfecting them to suit all road and traffic conditions.

Taking the concept ahead one step, we now have a fleet of taxis without drivers. These are driverless taxis. It is operated for an e-hailing company. These are companies that match passengers with vehicles and routes.

It is expected that robo-taxis would help reduce the problem of drunk driving, car parking, and traffic congestion on the roads.

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Vehicle Platooning

Vehicle platooning is another application of IoAT using driverless/autonomous vehicles. In vehicle platooning, a number of vehicles travel the same route closely together.

The vehicles in the platoon communicate with each other for a smooth journey. The lead vehicle in the platoon determines the speed and direction.

The other vehicles follow the lead vehicle. All the vehicles have accurately synchronized braking and acceleration. These vehicles follow the instructions as received from the lead vehicle.

Vehicle platooning based on IoAT uses modern communication methods. These communication methods include Bluetooth, GPS, radar-sensing systems, etc.

Autonomous Shops

Imagine not waiting in line at the check-out counter after shopping? Yes, that would soon be possible with autonomous shops. The first pioneer to venture into the market is Amazon Go.

Customers have to download the app of the store on your phone. They need to scan the QR code while entering the shop. Customers can then take the products they need, off the shelves. While exiting the store, they need to scan the QR code again.

These stores use cameras to keep track of what products you pick up or keep back on the shelves. It maintains a virtual cart for this reason.

In case of Amazon Go, you are sent an email receipt once you check-out. You are charged on your Amazon account.

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Weather Forecasting

Water-based autonomous vehicles are used to get information from the surface of the ocean. One such example is of Saildrone.

Their vehicle SD – 1020 completed a circumnavigation of Antarctica. It collected data regarding the weather conditions in the region, which was previously not feasible to acquire.

The data collected by these water-based drones will help the weather analysts, do forecasting more accurately.

Evolution from IoT to IoAT

In general, with IoT, the devices are considered the information generators and collectors. But, with the advent of autonomous systems, the edge devices might also be considered as information consumers.

These devices could also process the information locally instead of depending on the cloud. This could lead to increased accuracy as the delays in transfer of information will not hamper the working of the system.

Many scenarios that could happen if we redefine IoT as IoAT:

  • Dependency on cloud servers will reduce. The devices will interact with local machines and environments better.
  • The devices will consume information locally to adjust their functioning.
  • The devices will communicate with each other if the connectivity to their controller is lost. It will ensure that the systems will continue functioning despite losing connectivity.
  • The devices will become more independent and intelligent. They will be able to identify and respond to unplanned scenarios using human-defined guidelines.

With the devices working together in teams, there might be devices that face problems while in operation. In such cases, these self-organizing devices will be able to align their actions to tackle the situation appropriately.

We can safely say that as technology moves towards IoAT, more intelligent devices will be able to address problems. The dependency on cloud and even IoT implementation will reduce.

Is it time to break up with your customer?

customer Not all business is good business. Just like in other parts of your life, you’ll eventually need to end relationships with some of your customers for the well-being of your business. You know the saying: A frog dropped into boiling water jumps out right away, but one dropped into warm water that’s heated up gradually will be boiled to death before it notices what’s happening.


Customer relationships can reach an unhealthy level slowly over time without you noticing the toll it’s taking. So, how do you know exactly when it’s time to break up with a customer? Here are five telltale signs:

1. They’re unprofessional

This one’s simple. A client who doesn’t conduct business with you in a respectful, professional way or treats you poorly isn’t a client worth keeping. This can be as simple as not keeping track of deadlines. If the behavior continues after you’ve made it clear that it’s inappropriate, it’s time to end that relationship.

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2. You aren’t doing the work you want to be doing

Maybe you’re a graphic designer and you want to be known for designing and illustrating book covers. You’ll probably take on your fair share of projects that aren’t related to your goal, because let’s face it—work is work. Too many unrelated projects, however, can distract you from your goal and send the wrong message to potential clients. It’ll be much tougher to get contracts designing book covers if you’re known for something completely different.

Your time and effort are valuable and should, to whatever extent is possible, be dedicated to the type of work you set out to do in the first place. This might mean ending relationships with clients in order to make more time for those better suited to your goals.

3. They aren’t paying what you’re worth

This issue is shared by writers, designers, artists, or other creative types: The client that doesn’t understand your pricing. It’s important to know exactly what your work is worth and to stick to it—a client who tries to pay you less than that isn’t worth your time.

Offering your service for free or at a discounted rate makes sense when you’re starting out and trying to gain exposure and establish a reputation. Unfortunately, clients can quickly become accustomed to this and take advantage. Clients you’ve had for a long period of time might be used to paying a certain amount, but it’s useful to assess your pricing structure from time to time. Has the quality of your service improved since your relationship formed? Does the price they’re currently paying reflect that?

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4. The client expects you to focus on them alone

When someone seeks out the services of a small business or freelancer, it’s usually because they’re unable or unwilling to do the work themselves. Because it’s not their line of work, they might not know exactly the time, effort, and resources required to do what you’ve asked of them. A client that fails to understand the nature of your work might expect you to accommodate their needs to an unreasonable extent. Constantly exceeding your boundaries can set a standard you can’t maintain, and could harm your relationships with other clients.

5. There’s an ethical disconnect

Increasingly, people are choosing to support companies whose values and ideologies align with their own, but this idea goes both ways. While you might be tempted to take any and every customer that comes your way, you shouldn’t feel any obligation to work with people whose values differ vastly from your own. This isn’t to say you should refuse to work with anyone who doesn’t share your exact values—going that route might leave you out of customers entirely.

Interacting with people who are different from you helps you learn and broadens your worldview both in business and in everyday life. However, if you learn anything about a customer that you wouldn’t want potentially associated with your own business, they’re probably not a customer you want to keep.

The One Data Strategy Every Bank Needs to Implement

Data Strategy Simply put, householding refers to the process by which banks group customer accounts into “households” based on their preexisting relationships with one another. For example, a household might consist of a married pair, or a family with adult children still living at home, all of whom have accounts at the same bank. The purpose of this is to enable banks to identify meaningful relationship dimensions between customers, such as bank deposits, loans, and investments, as well as discover opportunities to upsell and cross-sell products at a household level. Householding is similar in nature to master data management, but householding is more advanced.

Data Strategy

There’s even a subset of householding designed especially for businesses. Known as superhouseholding, it involves identifying the beneficial owner of a business (known as the primary customer) and determining the bank’s exposure to them.

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What are the Benefits of Householding?

We’ve already addressed a few of the benefits of incorporating householding into banking strategy; other benefits include:

  • Householding allows for more granular customer segmentation by enabling banks to add detailed information about account relationships to customer profiles.
  • Householding enables banks to develop targeted, data-driven marketing campaigns and offer them to the proper segments, both from an individual and business customer perspective.
  • Householding makes it easier for banks to identify next actions and next best product recommendations based on the relationship between customer accounts.
  • Householding enables banks to personalized messaging and service offerings, which enhances the customer experience.
  • Householding supports omnichannel enablement by providing banks with data-driven insights into customers’ channel preferences and behavior.
  • Householding helps banks discover potential risks within relationships, which supports more efficient risk management and mitigation.
  • Householding simplifies new account onboarding and setup, as well as the loan underwriting process, by automatically pulling data from existing, related customer records.
  • Householding prevents customers within the same household from receiving multiple identical offers, which can be off-putting and alienating.

What are the Challenges of Householding?

Although there are many benefits to householding accounts, it’s impossible for banks to realize those benefits without the proper technology in place. Legacy systems such as Marketing Customer Information Files (MCIF) or marketing databases only offer limited rules or associations, such as grouping by address or surname; this restricts banks’ ability to group and segment customers with the granularity they require.

Other challenges associated with legacy systems include:

  • Many legacy systems are unable to support automated segmentation at a business level, which requires banks to perform manual grouping.
  • Legacy systems are often disconnected from customer-facing systems, which makes it difficult — and, in some cases, impossible — for stakeholders and other important parties to surface account data.
  • Certain legacy systems require end users to use a separate application to build their own consolidated views of the customer, which leaves banks prone to human error and vulnerable from a compliance standpoint.
  • Legacy systems largely use manual processes, which are slow, inefficient, and provide limited data sets. These manual processes also contribute to slow response times, which can degrade service, increase customer effort, and erode customer loyalty.

For these and a number of other reasons, it’s important that banks invest in modern solutions that offer granular customer segmentation capabilities and the ability to automate essential grouping processes.

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How Can You Keep Your Data Clean?

The success of any householding strategy is largely dependent upon good data hygiene. Dirty data — that is, data that is inaccurate, inconsistent, incomplete, duplicate, or outdated — can slow down even the most innovative software solution, so it’s important that banks clean up their data before entering it into new systems. A few best practices for good data hygiene:

  • Comb through existing data sets to identify and eliminate duplicate entries.
  • Create a standardized process for data entry so that all entries are uniform.
  • Develop a consistent schedule for reviewing and updating customer records to ensure data accuracy.
  • Automate the data cleansing process to increase efficiency and reduce the risk of human error.
  • Break down departmental silos to reduce the likelihood of duplicate data entries across business units.
  • Regularly back up data and develop a strong disaster recovery strategy to prevent data loss in the event of an emergency.

How Can Hitachi Solutions Help with Householding?

From automating different householding processes, such as grouping accounts and sub-accounts and reporting, to engaging in fuzzy matching and other analytical work, Hitachi Solutions offers a wide variety of services you help any bank achieve their householding needs.

The Impact of Buying Online and Picking Up in Store

It’s a shopping concept you’re likely familiar with: buying online and picking up in store — otherwise known as BOPIS. You can purchase most goods this way, including art supplies, groceries, hardware tools, personal hygiene products, pet food, clothing, and a whole lot more. Popular stores such as Dick’s Sporting Goods, Macy’s, Apple, Best Buy, Bed Bath & Beyond, Home Depot, Walmart, and Target all offer this increasingly popular service.


BOPIS has grown steadily over the past few years — but it has exploded within the last month due to COVID-19 and the in-person shopping restrictions affecting essential and non-essential businesses.

Prior to COVID-19’s effects on retail and buying habits, almost 70% of U.S. consumers used BOPIS, and it’s expected that about 90% of brick-and-mortar retailers will offer BOPIS by 2021. But that percentage could likely change as retailers and consumers adjust to these unique shopping circumstances.

5 Areas Retailers Should Focus on When It Comes to BOPIS

1.     Convenience vs. Inconvenience

Convenience is likely the number one reason consumers are opting to buy online and pick up in store. They can shop easily and efficiently from their phones, computers, or devices without the hassle of browsing through a store’s merchandise in person and waiting in the checkout line. But is this really convenient for everyone? What about the customers who are still choosing to stop in-store?

Online shopping is more often about a quick, efficient transaction. In-store shopping has become about the experience — and there are still plenty of customers who prefer the in-person shopping experience over a virtual one. If a store is depleting its inventory on the shelves to serve its virtual customers, customers who are browsing the aisles may find less of a selection.

Conversely, an online shopper may see an item in stock — only to order it and receive a notification indicating otherwise. At the end of the day, what may be a convenience for one customer may result in an inconvenience for another.

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2.     Order Fulfillment

What are the processes that stores use to fulfill orders so they can be ready in time for customers? In some cases, products need to be shipped to a store from a warehouse. In others, employees will collect items from around the store with a large cart that contains separate bins for different orders.

Grocery chains and restaurants often require consumers to set a specific pickup time, and some even offer real-time communication as an order is being fulfilled. Wegmans, for example, is one of many grocery stores currently offering curbside pickup or delivery. The employee fills the order around the store and can text/communicate with the customer in real time if a product is out of stock to see if the customer would like it replaced with another item.

Other retailers, such as Target, promise that if an item is in stock, the customer can pick it up within a specific time frame (usually 2 or 4 hours after placing the order). In most cases, customers receive either a text message or email notification when the order is ready. Some stores work with third-party vendors who hire employees to fill BOPIS orders.

3.     Inventory Management

As mentioned, a store’s out of stock condition can provide a negative customer experience for those who are still shopping in person. Retailers need to think about their “silos” of inventory. Do they have products specifically for online purchases? Are other products slated only for store shelves? In many cases, stores are using their in-story inventory to fulfill online orders. Retailers need to think about how to bring those silos of inventory together to provide the best service to customers.

Other questions retailers need consider include: Do they tend to stock more in store? What are the retail purchase trends? Do they have enough space? In most cases, retail stores are not warehouses, which has led to the prevalence of “dark stores” — physical spaces that retailers rent where consumers can pick up items purchased online.

COVID-19 has forced a lot of essential retailers who are still physically open to designate parts of their store, or parking lot, to online order pickup due to increased curbside sales.

Also, retailers need to consider how quickly purchases (whether online or in-store) are reflected in product availability. With such high demand for essential products in the wake of COVID-19, retailers can’t keep certain products in stock and must think about how to balance online versus in-store availability when they do secure those items. This can prove even more challenging when third-party vendors, such as Instacart, are involved.

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4.     Processing Payment

It’s important that retailers consider whether their point of sale (POS) system aligns and integrates with their eCommerce site. Also, if they do not employ a mobile POS, how are they dealing with payment? Retailers need to ensure that their method is Payment Card Industry (PCI) compliant and that a customer’s personal information and credit card numbers are safe and secure.

5.     The Customer Experience

At the end of the day, retailers are aiming for high customer satisfaction — whether they’ve been offering BOPIS services for years or are just pivoting due to the current circumstances.

How important is a positive customer experience? About 50% of loyal customers have left a company for a competitor who was able to stay more relevant and better satisfy their needs. In addition, 93% of customers are likely to make repeat purchases with companies who offer excellent customer service.

Not only do consumers want a great product, but they also want a great experience, and that includes processing their order and accepting payment.