A Data Management Platform for all

BlogsData Engineering

Introduction

Data has grown to be the most integral part of any business, they influence, suggest, and even help you make real big business decisions. It is evident that most businesses collect data due to the increased usage of tools and software to ease everyday errands but not every business makes the most of it. However, there’s a growing trend to analyze customer data using a data management platform to centrally collect, store, and analyze customer data across multiple channels. This helps in facilitating personalized marketing campaigns, business intelligence, and data privacy compliance, and also in designing, targeting, and optimizing campaigns to reach the right prospects and boost ROI.

This write-up will focus on the

  • Perks of using Data Management Platform.
  • Steps involved in Data Management.
  • How and why Data Management acts as a fulcrum in data analytics.
  • How Sprinkle paves the way for scintillating data visualization.

Customers are empowered on the digital front more than ever, they know where to opt for your product and where not to.

According to Statista, the market size of the data management platform (DMP) services market in Japan in 2016, with forecasts until 2022. In 2022, the sales value of the Japanese DMP services market was forecasted to reach almost 11 billion Japanese yen, up from under six billion yen in 2016.

These analyses help the business owners to observe the customer’s behavioral patterns before going all in on your plans. It is wise to understand the data-driven marketing approach like who your customers are, what they want, and when they need it.

To gain a 360-degree view of your customers, you must acquire data on your customers and their browsing patterns wherever possible. The collection of raw data doesn’t allow you to visualize the results, they need to be cleansed, and processed with the help of a proper tool that gives you actionable insights with which you could make decisions on the marketing front.

To manage this mighty amount of data, it is mandatory to have a Data Management Platform that keeps tabs on data and provides insights. A centralized data solution is essential for managing and analyzing customer data effectively, integrating it into business processes, and making informed decisions.

Do you know enough about Data Management Platforms?

A data management platform is a software system that stores, cleanses, organizes, and interprets customer segment and ad campaign data from a variety of sources. These platforms are very useful for business professionals. Not only do they help to sort and analyze data, but they give users insights about how to use the best possible marketing tactics.

The data management platform brings together the first-party data that we acquire, say, CRM, SRM, etc with the third-party data like sold and retained data. It also effectively collects and manages second-party data, which is first-party data shared through partnerships. Fusing all your data allows you to get a unified and 360-degree view of your customers. A customer data platform (CDP) plays a crucial role in consolidating and unifying customer data from multiple sources to create a single, comprehensive profile.

Attaining a single view of the customers is tough. Consolidation of all the customer data from different data sources might sound easy but it is practically impossible to bring it to effect without a proper data management tool in place.

These data across various touch points and databases don’t acquire data in one common format, they are categorized into structured, unstructured, and semi-structured data. Bringing together all these data requires immense effort and lots of time when done manually and it is not a one-time process. Data needs to be ingested now and then or in real-time to keep a constant tab on your business. A data management system consolidates and integrates data from various sources to build unified customer profiles.

Data and analytics are integral parts of your business whether you are an advertiser or a marketer, the constant urge to update with the changing trends and the need to understand the users is what this is all about.

Adapting to these data management platforms offers an impeccable overview of the productivity front and the challenges faced. The control over the data and the flexibility to handle it allows you to see your business on a bigger note.

On the other hand, the management platform allows one to understand the financial gains, losses, and savings your business makes. We all know marketing is all about a long-term plan and the ability to make decisions at a crucial time, this is only attained when a business maintains accountability and transparency of data. Data management platform certainly paves the way for it.

Although marketers are growing well accustomed to data-driven marketing strategies, the connection between the data and the results is not siloed, which leads to ineffective business studies.

The solution could be an ETL tool that constructs an entire for your business starting with the collection of data to visualizing the outcome through graphs and metrics.

Data Management workflow

Data-Management-Platform-workflow

The data collected from various sources, including first-, second-, and third-party data, is crucial for a data management platform to effectively unify and manage information. This enables companies to target the right audience and gain valuable insights for decision-making and customer-centered business approaches.

Data Collection:

The data is brought together from a wide range of sources. These sources include mobile applications, websites, customer relationship management tools, and analytics tools. These data might exist in various formats, the tool comes into play here. It brings together data in various formats, structured(SQL), unstructured(NoSQL), or semi-structured.

Third Party Data Secured:

These collected data are stored in a secured database. These stored data need to be organized, sorted, translated, and shared with the appropriate parties including marketers, publishers, and other businesses. This platform can manage and control any kind of information. The data management platform has several facilities such as data classification, data collection, data transfer, data analysis, and scalability.

Data Reporting:

These secured data are later pushed to the next segment of data management in reporting. This is where the data from various source platforms are brought together for analysis. These analyses are solely focused on giving the business a deeper insight. The data fed might be vague but reports are generated as per the user's needs.

Data Validation:

The final step in the data management cycle is understanding and reading the business's metrics with the reports obtained. This step stands as the final piece to the puzzle i.e. also called decision-making data.

What kind of data do we need to process?

Understanding customers’ mentality is what data management tools are after, the browsing patterns, the frequency of purchases and visits by different customers or even the returning customers. These tools aggregate both personally identifiable information and anonymous behavioral data into a single database, acting as a bridge to share data with other platforms.

This platform allows you to study the things that trigger the customers to buy a product.

Say, the type of product, offers, discounts, shipment charges, etc.

These studies prove to be efficient when it comes to refining and building marketing campaigns for your target audience. Every customer has their likings and preferences, it might prove to be a tedious task to study them without any proper data management tool. This not only enhances the customer experience but also helps build your business’s reliability.

For instance, your business has multiple touchpoints across different parts of the world. Data management platform allows you to learn the preferences and behavioral traits of customers based on geographical context. DMPs also utilize third party audience data from online, offline, and mobile sources for targeted advertising and personalization initiatives. This study gives an idea of what products customers prefer and also about varied geographic preferences.

FAQs

What is a Data Management Platform?

A Data Management Platform (DMP) is a software platform that allows businesses to collect, organize, and analyze large amounts of customer data from various sources.

Why is a DMP important?

A DMP is important because it allows businesses to better understand their customers and target them with more personalized and relevant advertising and marketing messages.

What types of data can be managed by a DMP?

A DMP can manage a wide variety of customer data, including demographic information, browsing and search history, purchase history, and social media activity.

How can businesses use a DMP to improve their marketing efforts?

Businesses can use a DMP to create more targeted and personalized marketing campaigns, better understand customer behavior and preferences, and optimize their advertising spend by targeting the most valuable customers.

How do data management platforms drive new prospects to an organization?

Data management platforms drive new prospects by unifying data from different sources, allowing businesses to identify and target potential customers more effectively. This unified data helps in expanding to new markets and attracting new leads.

How can businesses ensure the security and privacy of customer data in a DMP?

Businesses can ensure the security and privacy of customer data in a DMP by implementing appropriate data security and encryption measures, regularly auditing their data practices, and complying with relevant data privacy laws and regulations.

How can businesses choose the right DMP for their needs?

Businesses can choose the right DMP for their needs by evaluating their specific data management needs, considering the features and capabilities of different DMPs, and consulting with experts in the field.

Written by
Rupal Sharma

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A Data Management Platform for all