Use Of Data Visualization Software to Create Customer Relationship

With the large-scale adoption of data analytics and visualization platform, stakeholders have started to understand how the importance of leveraging the data collected from the customers to understand their decision-making patterns.

Customer Intelligence is a huge part of data analytics that enables business owners to understand their customers’ decision-making process. Analyzing the data collected from the customers makes it easier for the stakeholders to make business decisions based on the insights extracted from the data. Customer Intelligence is thus a crucial factor that can lead to personalized Customer Experience (CX) and result in long-term customer retention and loyalty. Let us take a look at how businesses can make the best use of data visualization software to derive dynamic marketing and customer relationship strategies.

How to Successfully Leverage Customer Intelligence?

A. Unify the Data

To turn the data into meaningful insights, the organization must unify the data. This can be achieved by deploying any dynamic data analytics tool but first, the customer relationship managers must know how and which data from the consumers should be collected. Today, customers can interact with the business in multiple ways such as emails, web or mobile applications, text messages, or even phone calls. Documenting the findings from these interactions will make it easier for the analysts to make the best use of the data visualization platform and churn meaningful charts and data stories. Some of the data-sets that are vital for Customer Intelligence are:

User demographics
Customer preferences
Social media sentiments
Favorite transactions
Sales interactions
Mobile and website browsing actions
B. Monitor Customer Experience (CX)

For businesses, a seamless and memorable customer experience is a critical success factor that has a lasting impact on the business. Healthcare is one such domain where monitoring the customer experience in real-time brings forward insights that can be used by relevant stakeholders to provide personalized care. Healthcare business owners are constantly trying to find more penetrative use cases of data analytics for healthcare, with a keen focus on their patients. While Customer Intelligence guides the stakeholders by virtue of insights from historical data, monitoring real-time data is the key towards unlocking hospital care that prioritizes the patients.

C. Enhanced Customer Segmentation

A large part of Customer Intelligence is enabling the sales and marketing teams to design campaigns that effectively result in desired business outcomes. Analyzing the customers’ data involves segregating the millions of people into major categories based on their behavioral patterns and buying preferences. Customer segmentation based on product reviews, sales interactions, and response to offers, makes it easier for the stakeholders to discover new opportunities and design advertising campaigns with a focused targeting.

Business Impact of Leveraging Customer Intelligence

For many businesses the ultimate goal to consistently drive sales by ensuring the end-consumer continues to use their services and products over any of the other industry competitors. Investing in a dynamic data analytics and visualization platform to practice Customer Intelligence has a lasting impact on the business in multiple ways such as:

A. Identify Market Trends

A key part of gaining a competitive advantage is spotting trends before any of your industry peers. Customer Intelligence allows the stakeholders to analyze data sets to derive common patterns and predict future trends. Many data visualization tools are built to successfully forecast customer behavioral trends that enable the sales and marketing teams to build campaign recommendations based on meaningful insights.

B. Improve Brand Reputation

When businesses prioritize their customers’ choices, the result will most likely result in the customers trusting the brand. Today, businesses can address the customers’ concerns in real-time and by leveraging the historical data and real-time Customer Intelligence, the grievance management teams can provide a swift solution, thereby ensuring there is no damage done to the brand.

C. Customer Loyalty

Every action and interaction with the customer is an opportunity for the business to gain a deeper understanding of their consumers’ psyche. Once the behavioral data is analyzed and presented in the form of data stories using a robust data visualization platform, stakeholders can determine how their campaigns can offer a personalized experience, giving customers a feeling that the business cares about their choices and values their decision to spend money. The long-term effect of a well-defined Customer Intelligence strategy can be seen on building a customer base that is loyal to the business and thus it is a critical stepping stone towards gaining a competitive advantage!

What Are The E-Wallet Trends In Malaysia?

The rising use of e-wallets across the Southeast Asian region has brought Malaysia to the limelight in the digital revolution. Consumers are shifting from cash to contactless payments, as they find the modern convenience of managing their everyday finance via their mobile phones much more pleasant. However, The E-Wallet Trends In Malaysia is moving at an even faster pace because of the reduction of cash usage experienced during the covid pandemic.

Seeing the increasing demand for digital payment solutions in Malaysia, more and more digital wallet providers are now offering innovative solutions in the market.

A Study by Mastercardin 2020 revealed that Malaysia is leading its Southeast Asian (SEA) neighboring countries in terms of usage of digital wallets. The study also found that the use of e-wallets in Malaysia is at 40 percent, followed by the Philippines at 36 percent, Thailand at 27%, and Singapore at 26%. Mastercard gathered data from 10,000 consumers across the Asia Pacific region.

Where customers use E-Wallets?
Across SEA nations, the use of e-wallets has risen by 8% from 2019. Among all the payment methods, cash was still the most preferred payment method for the SEA population in 2020, followed by credit/debit cards at 22.7%, and e-wallets at 22%.

Another study regarding e-wallet trends in Malaysia by Oppotus, found that 60% of the Malaysian customers have used an e-wallet in Q3 2020, which is more than double the number from 27% in Q3 2019. The study also revealed that on average, Malaysian customers used 2-3 e-wallets during Q3 2020.

The surge in the number of users utilizing the power of contactless payment technology is fueled by several industries supporting digital payments. Food & Beverages, Convenience Stores, and the Groceries industry continue to see growth in the number of customers paying via e-wallets. It is due to the continuous promotion of contactless payments (via offers and discounts). Needless to mention that the e-Penjana campaign also elevated the growth chart.

The food delivery services also saw an upsurge in the payments via e-wallets as everyone was trying to stay indoors during the pandemic. Other areas, including Transportation and fuel, realized this increase too.

Another study by BCG (Boston Consulting Group) provided a different view of the market. It revealed that adoption of e-wallet is highest among banked consumers (31%), followed by underbanked at 17%, and unbanked at 9%.

In its study, BCG also discovered that almost 33 percent of the SEA consumers are willing to prioritise choosing non-bank digital solutions for some of their banking activities. The consulting company believes that 12 percent of the credit card and 10 percent of the deposits could shift to non-bank digital solution providers in Malaysia, Thailand, and Vietnam.

Which customer segment uses e-wallets the most?
The report by Oppotus also found that Gen Z has the highest adoption rate for e-wallets in Malaysia, with 71 percent of the respondents using digital payment solutions in Q3 2020. They are followed by millennials, GenX, and Baby Boomers at 60 percent, 59 percent, and 43 percent, respectively.

The study also revealed that households with a median monthly income (between 7,001 and 10,000 RM) use e-wallets the most – at a 73 percent adoption rate. Whereas with 67 percent, high-earning families rank second, and the lower-income families rank in third place with 55 percent rate.

In an earlier study in 2019, the company found that Malaysian males have a slightly higher e-wallet adoption rate (52 percent) than females (48 percent).

Another study by Facebook and Bian & Co., Malaysia found that with 83 percent, Malaysia has the highest percentage of digital customers in the SEA region. Followed by Singapore and the Philippines at 79 and 74 percent, respectively.

The highest adoption of digital customers in the SEA region by Malaysia can be due to the highest smartphone penetration. A report by Statista forecasted that the figure is 94 percent in 2020, and will grow to 97.4 percent by 2022.

E-wallet landscape in Malaysia
With Bank Negara Malaysia licensing more non-banking institutes, Malaysia is set to embrace the vision for a cashless society, in which the residents will have a variety of methods to make mobile/online payments.

Although considering the e-wallet trends in Malaysia, the market is still in its infancy. As many banking, as well as non-banking financial institutions, focus on gaining access to merchants and customers. The increasing mobile penetration will result in a lucrative market for e-wallets in Malaysia.

The development of the tech industry and e-commerce has also added to the increasing popularity of digital payments in Malaysia. While convenience remains the foremost reason why customers prefer paying via e-wallets. Financial transaction security, reward points and cashbacks schemes have also contributed to the growth of e-wallets in the Malaysian market.

As per a report by Fintech Malaysia in 2019, there were a total of 53 e-wallets in Malaysia, with the industry occupying 19 percent of the FinTech space.

Boost, Samsung Pay, and Maybank QRPay are among the top three e-wallets (as per market share) in the Malaysia market, followed by BigPay, Fave Pay, Alipay, GrabPay, and others. Let’s go through them one by one and understand how they’re operating in Malaysia.

1. Boost
With an 18 percent market share, Boost is the top e-wallet in the Malaysian market. Boost is an award-winning lifestyle e-wallet, which was launched in 2017 by Axiata Group Berhad, a telecommunications giant in Malaysia.

The e-wallet has partnered with 17 banks, including Maybank, RHB Bank, CIMB, Hong Leong Bank, Public Bank, and many others.

Boost is home to 7 million consumers, and the user base is still growing. The e-wallet service is available at over 140,000 customer touchpoints, covering both brick and mortar stores and online stores in Malaysia.

Boost also allows its customers to pay to any merchant that accepts UnionPay cards. Moreover, their signature Shake Rewards offers up to eight times more cashback, coins, Golden Tickets, and prizes.

In May last year, Samsung Pay integrated Boost e-wallet into their app to provide customers with a seamless and secure payment option. Boost has also partnered with Shell stations to allow the consumers to pay for petrol at 800+ Shell stations across the country. The users would get RM5 cashback with every spend of a minimum of RM40 at Shell stations.

The growth strategy of Boost also includes the partnership with Astro, Syabas, and Telekom for bill payments, and with Dewan Bandaraya Kuala Lumpur’s (DBKL) car parks for parking payments.

Till now, around 60 percent of merchants that use Boost are small and micro businesses, including ‘Pasar Malam’ vendors, ‘nasi lemak’ sellers, and food truck operators. Its latest feature, Boost Partner Wallet, allows consumers to earn cashback by making payments to the participating merchants. The users can use the cashback next time when they pay those merchants.

2. Touch ‘n Go
Launched by China’s Ant Group and Malaysia’s Commerce International Merchant Bankers (CIMB), Touch ‘n Go (TNG) is in talks with investors to raise $150 million to fund expansion plans.

The e-wallet was launched in July 2017 as a joint venture between Touch ‘n Go and Ant Financial. TNG allows users to pay at over 280,000 merchant touch points via QR codes. The wallet users can pay for tolls, street parking, car-sharing apps, and taxis via RFID; and even top-up their prepaid phones.

Introduction to the Enzymes Separation and Purification

There are two types of enzymes produced by biological cells: one type of enzymes that are produced inside the cell and then secreted outside the cell for action, called extracellular enzymes. Most of these enzymes are hydrolases. For example, the two amylases used in enzymatic production of glucose are secreted by Bacillus subtilis and root enzymes during fermentation. Such enzymes are generally high in content and easy to obtain.

Another type of enzyme is produced in the cell and is not secreted outside the cell, but plays a catalytic role in the cell, which is called intracellular enzyme. A series of chemical reactions in the fermentation and production of citric acid, inosinic acid and monosodium glutamate are carried out in cells under the catalysis of a variety of enzymes. This type of enzyme is often combined with the cell structure in the cell, has a certain distribution area, and the catalyzed reaction has a certain sequence, so that many reactions can proceed in an orderly manner.

The source of enzymes is mostly biological cells. Although the total amount of enzymes produced in biological cells is very high, the content of each enzyme is extremely low. For example, there are many types of hydrolases in the mid-pancreas digestion, but the content of various enzymes is very different.

Therefore, when extracting a certain enzyme, you should first select the material that contains the most abundant enzyme according to your needs. For example, pancreas is a good material for extracting trypsin, chymotrypsin, amylase and lipase. Since the extraction of enzyme preparations from animal organs or plant fruits is limited by raw materials, the cost is very high if they cannot be used comprehensively.

At present, the industry mostly adopts the method of cultivating microorganisms to obtain a large amount of enzyme preparations. There are many advantages of producing enzyme preparations from microorganisms. It is not restricted by climate and geographical conditions, and most of the enzymes in animals and plants can be found in microorganisms. The microorganisms multiply fast and the enzyme production is abundant.

In biological tissues, in addition to a certain enzyme we need, there are often many other enzymes, general proteins and other impurities. Therefore, in order to prepare a certain enzyme preparation, it must go through the steps of enzyme separation and enzyme purification.

Enzymes are proteins with catalytic activity. Protein is easy to denature, so in the purification process of enzyme should avoid using strong acid and strong base and keep the operation at a lower temperature. In the purification process, it is easier to track the whereabouts of the enzyme in the separation and purification process by measuring the catalytic activity of the enzyme.

The catalytic activity of the enzyme can be used as an index for the selection of separation and purification methods and operating conditions. In each step of the entire enzyme separation and purification process, always determine the total activity and specific activity of the enzyme. Only in this way can we know how many enzymes are recovered through a certain step and how much purity has been improved, which determines the choice of a step.

The separation and purification of enzymes generally includes three basic steps: extraction, purification, crystallization or preparation.

First, the required enzyme is introduced into the solution from the raw material. At this time, some impurities are inevitably entrained. It is necessary to selectively separate the enzyme from the solution (or selectively remove impurities from the solution). Finally, purified enzyme preparation is made.