Data Analysis

With the mission of partnering with businesses to unlock the power of data, Change INTERACTION's services will help you optimize analytical data in business activities and make informed decisions.

Convert data into
valuable information through
data analysis services.

As businesses gradually acquaint themselves with big data, decisions based on specific data are replacing intuitive, instinctive decisions. Consequently, data visualization is considered an effective method to transform business data into valuable insights, bringing significant benefits to enterprises.

Data analysis services leverage the power of this factor by analyzing and interpreting large volumes of data to obtain valuable information. This helps businesses establish models, enhance operational strategies, and improve overall business performance.


  • Evaluation, strategic consulting
  • Analysis, selection of feasible options
  • Implementation, campaign optimization

Lead the way with data analysis services from Change INTERACTION.

Enhance decision-making

Data analysis services enable businesses to make decisions based on evidence by exploring patterns, trends, and correlations in their data. This helps managers gain a deeper insight into their business operations, customers, and market dynamics.

Improve operational efficiency

By analyzing data, businesses can identify inefficiencies in their processes, supply chains, and resource allocation. This allows you to refine plans, streamline operations, reduce costs, and optimize resource utilization, leading to increased productivity and profitability.

Personalized customer experience

Data analysis services help businesses gain a deeper understanding of their customers by analyzing customer data and behavior. With this knowledge, businesses can tailor their products, services, and marketing efforts to meet the individual needs of each customer, thereby enhancing customer satisfaction and trust.

Competitive advantage

Data analysis services provide businesses with a competitive advantage by uncovering deep insights that competitors may have overlooked. With an understanding of market trends, customer preferences, and the behavior of competitors, businesses can make proactive decisions, seize new opportunities, and consistently lead the market.

Minimize risks

Through data analysis, businesses can identify potential risks and proactively minimize them. By analyzing historical data and using predictive modeling techniques, businesses can anticipate hidden risks and take preventive measures to minimize their impact.

Predictive capability

Advanced data analysis techniques, such as predictive modeling, enable businesses to forecast outcomes in the future and make proactive decisions.

Successful projects

Maia Quy Nhơn

Web development

Maia Quy Nhơn

Toyota Vietnam

Web development

Toyota Vietnam

Abbott Việt Nam

Web development

Abbott - Ensure

Abbott - Similac

Web development

Abbott - Similac

AIA Việt Nam Exchange

Web development

AIA Việt Nam Exchange

Triumph Motorcycles Việt Nam

Web development

Triumph Motorcycles Việt Nam

Tập đoàn Tiến Phước

Web development

Proplus Real Estate

Nông nghiệp Nhất Thống

Ecommerce Website

Everyday Organic

Oracle Beauty Clinic Vietnam

Web development

Oracle Beauty Clinic Vietnam

ACB Bank

App development

ACB Bank

Don't let your data go to waste - let us help you unlock the full potential of data analysis

Maximize your business potential through data analysis today. Contact us to learn more about data analysis services from Change INTERACTION!



Receive request

Change Interaction meets with customers, records their requests, and gathers their preferences

Research and

Change Interaction meets with customers, records their requests, and gathers their preferences

Reporting and

Change Interaction meets with customers, records their requests, and gathers their preferences

Signing service

Change Interaction meets with customers, records their requests, and gathers their preferences


Change Interaction meets with customers, records their requests, and gathers their preferences

Testing and acceptance,

Change Interaction meets with customers, records their requests, and gathers their preferences

Harness the power of data analysis services to make informed decisions and achieve sustainable growth with CI

CI's specialized team utilizes a diverse range of software tools and programming languages to meet all your requirements. We offer a variety of services, including data cleaning and preparation, statistical analysis, data visualization, and predictive modeling, among others. Change INTERACTION's services are committed to delivering impressive results.
Các bước phân tích dữ liệu


Raw data is collected from
many different platforms

Processing and analysis

The data is processed
and categorized by:

  • Amazon Glue
  • Data Tableau


Processed data is
managed and stored in:

  • Enterprise Internal
    Management System
  • AWS Amazon
  • Oracle
  • Tableau
  • Power BI
  • Azure SQL DW


Data Visualization:

  • Tableau
  • Power BI
  • LookerStudio
  • Sisense

What do customers say
about us?

Customer satisfaction is our driving force, inspiring continuous improvement in our services. After each project, we don't just stay business partners but become reliable companions, dedicated to your success.

Thank you for your trust!

Ms. Phuong

CEO of Tien Phuoc Group

When starting with Proplus, the most challenging aspect was making our brand stand out in the diverse and saturated real estate market. Thanks to the solutions from CI, we gradually built the image of Proplus as a comprehensive e-commerce platform in the hearts of customers—a place connecting homeowners, renters, and those seeking convenient maintenance and repair services for their homes. With the solid brand platform that Tien Phuoc and CI constructed, we have achieved initial success in expanding our business.

Ms. Hanh

Manager of Marketing at Toyota Motor Vietnam

Recognizing the need for increased brand visibility and uniformity across all nationwide dealer websites, Toyota Vietnam decided to address this challenge. We chose CI's solution-building service for this purpose. With CI's management system, Toyota VN successfully tackled the brand recognition issue, ensuring synchronized information about products and customers across retail dealers. Additionally, we received positive feedback from both customers and a steady increase in website traffic.

Mr. Ba

CEO of Nguyen Ba Chemical

To venture into the promising online market, Nguyen Ba recognized the need for careful investment in changing the business's appearance and integrating additional chemical products on the website. Therefore, we continued to choose Change INTERACTION's comprehensive design service. Since 2018, Nguyen Ba has highly appreciated CI's work approach and the finished products they deliver. The new website for Nguyen Ba Chemical features a simpler and more intuitive interface, optimized SEO content, and fast page loading speed, significantly reducing bounce rates. Above all, we have received positive feedback from customers on the convenient website interface and shopping experience

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your idea to life?

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