True Business promotes Singularity Insights, a hyper-personalized approach

Technology Column: Banking and Finance Journal, November 2568 (Issue 523)

True Business unveils its "Singularity Insights" strategy to break through data silos, transforming fragmented data into comprehensive customer insights, sharpening decision-making, and launching Intelligence Solutions to propel businesses towards sustainable data-driven transformation.

In an era where data is a business treasure, managing insights is a key factor for competitiveness and sustainability. However, maximizing the benefits of data remains a challenge, especially for large organizations with vast databases that are unable to fully utilize their data.

bank finance Had a special interview Dr. Teeradej Damrongplasit, Chief Executive Officer, Corporate Business Group, True Corporation Plc. (True Business) To use the Singularity Insights concept to overcome the challenges of managing business data, to transform massive amounts of scattered data into complete contextual understanding, leading to sharp and accurate business decisions.

Unveiling the Singularity Insights concept: Understanding customers with Hyper-Personalization

Dr. Thiradech said that Singularity Insights is a strategic data analytics concept that helps businesses move beyond traditional customer segmentation to a deeper and more complete understanding of each customer, or what is known as Customer Singularity.

Integrating data in this way will help organizations see a clear and complete 720-degree view of their customers' purchases, a significant improvement over traditional 360-degree views that often only reveal what, when, and where customers purchase, but lack understanding of their motivations and real-life context. Furthermore, when businesses apply the Singularity Insights concept to their data management, they will experience positive changes, which can be summarized as follows:

1. Hyper-Personalization: Organizations will be able to gain a deeper understanding of their customers, not just by segmenting them, but by understanding their specific behaviors. This allows them to offer the right products or services at the right time through the right channels.

2. Accurate and rapid business decisions: Rich insights can be used to drive decision-making from strategic to day-to-day operations, enabling more accurate budget allocation, infrastructure investments, or business direction, reducing risk and maximizing growth opportunities.

3. Improving operational efficiency: Helps internal systems within the organization work more smoothly and automatically, reducing redundancy and reducing work time.

4. Create new business value: Discovering connections between previously unseen data will lead to the creation of new innovations and services that precisely address the complex needs of consumers.

“Singularity Insights can create a sustainable competitive advantage, enabling organizations to accurately forecast demand and plan proactively. This is the foundation for becoming a data-driven organization that can adapt faster than competitors.”

Point out the organization's main pain points. There is a lot of data but no overall picture.

Dr. Teeradej added that while the concept of Singularity Insights is essential, its implementation comes with challenges that large organizations face: fragmented data that lacks complete context. There's a lot of data but no clear picture. This data includes data on telecommunications, internet, digital services, and behavior across a company's vast ecosystem. This data is often fragmented, creating data silos, allowing analysis to only reveal what customers are buying or using, but not why they made those decisions.

Lacking insights that connect to context beyond transactional data, such as users' lifestyles, interests, or environments, traditional customer segmentation is limited. This results in inconsistent product development, marketing campaigns, and hyper-personalization services, which are unable to create genuine customer impressions and engagement.

Therefore, implementing Singularity Insights comes with several challenges, which can be summarized as follows:

1. Must integrate data from various systems: Large organizations have diverse and diverse data systems with varying ages. Integrating this disparate data into a single view (a single data platform) requires a high level of technology and expertise.

2. Complexity in Data Governance & Security: With the massive amount of data, managing data quality, security and compliance with the Personal Data Protection Act (PDPA) is complex and resource-intensive.

3. Lack of skilled personnel: Delivering Singularity Insights requires Data Scientists, AI/Machine Learning, and Data Engineers with both technical and business understanding, a talent pool that is hard to find in the market.

4. Changing organizational culture: Encouraging employees at all levels to embrace data insights to drive a data-driven culture requires a major shift in mindset and processes, which will require time and commitment from organizational leaders.

True reveals Intelligence Solutions to drive businesses towards Singularity Insights

Dr. Teeradej continued that to address these challenges, True Business has designed a suite of Intelligence Solutions focused on solving the core issues of Singularity Insights, or transforming scattered data into a clear, 720-degree context for sustainable growth. This solution integrates a robust infrastructure with advanced AI and data analytics technologies into three categories:

Group 1: Data Analytics and AI Solutions (core of Singularity Insights) True Business leverages its expertise in telecommunications and digital ecosystems to provide customers with 720-degree context.

It develops a data management platform that can use AI/ML to analyze market trends, customer behavior, and competitor movements to generate insights that can lead to predictions of which customers are likely to churn or accept which offers. It also provides services that enable organizations to quickly create and deploy AI/ML models without complex coding, for use in predicting demand, managing risk, or automating operational improvements.

Group 2: Adaptive Infrastructure: Singularity Insights requires rapid processing of large amounts of data. True's infrastructure is a key factor in supporting this challenge, as it provides high-performance infrastructure that fully supports AI technology, such as its AI-Ready Data Center or Multi-Cloud Services.

This includes providing a comprehensive cybersecurity system that complies with PDPA requirements to help businesses utilize their data efficiently and safely, in accordance with international standards.

True also has expertise in high-speed connectivity (5G & Fiber), a network with high speed and low latency, which is a key foundation for collecting real-time data from all areas to ensure that insights are always up-to-date.

Group 3 Consulting services: True Business is ready to be a partner that helps customers use technology effectively and sustainably, starting from the implementation of insights. Our team of consultants specializing in data and AI provides advice on everything from data strategy planning, organizational readiness assessment, and data platform design.

Upskill/Reskill courses in Data Analytics, AI and Data Governance are also being offered to help enterprise clients close the talent gap that is essential to Singularity Insights' long-term success.

Follow and read other columns in the November 2568 Bank Finance Journal, Issue 523 in digital format: https://goo.gl/U6OnIi

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