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Articles by SG Analytics
Crafting Impact at the Intersection of Data and Human Insight
Sid Banerjee is the CEO of SG Analytics, now a Straive company, where he drives purpose-led growth at the intersection of data, AI, and human insight. With leadership stints at IHS Markit, Credit Suisse, and Deutsche Bank, Sid has built and scaled global businesses that blend strategic clarity with operational rigor. Under his leadership, SG Analytics has doubled revenue, maintained profitability, and evolved into an AI-first, insight-driven firm.
The Benefits and Risks of Banking Outsourcing in 2025
In 2025, as the financial services landscape becomes increasingly digital and competitive, banking outsourcing continues to gain traction. With pressure mounting from fintech disruptors, evolving customer expectations, and rising operational costs, banks are looking beyond their internal resources to maintain agility, innovation, and compliance.
Outsourcing Trends in Banking: What’s New in 2025?
The banking industry is evolving faster than ever in 2025—driven by digital transformation, regulatory shifts, and customer expectations. As financial institutions strive to stay agile and cost-efficient, banking outsourcing services are playing a critical role in reshaping their operational models. From cloud migrations and AI-powered customer service to compliance automation and data analytics, outsourcing is no longer just about cost-cutting.
Why Enterprises Need Process Mining to Unlock the True Value of Their Data
Nowadays, data is often called the “new oil,” but unlike oil, raw data does not have an underlying value until they are treated and effectively analyzed. In industries, companies gather large amounts of data every day - from customer transactions to operating logs - but struggle to draw insights from it. Process mining is a powerful technique that connects data and real process understanding.
Building a DevOps Culture: Challenges and Success Stories
In today's world, where everything is digital, companies from various sectors are implementing DevOps to improve cooperation, optimize software development processes, and accelerate the delivery of top-notch products. Although automation and tools are crucial, the primary reason behind the success of DevOps is the culture. A DevOps culture requires changing thinking patterns, eliminating silos, and fostering collaboration which can be difficult but offers plenty of rewards.
What are ESG Ratings? Investors Guide
Introduction Environmental, Social, and Governance (ESG) factors are redefining investment practices across the globe. According to the BNP Paribas ESG Global Survey, over 90% of institutional investors in North America and Europe now integrate ESG considerations into their decision-making processes—a transformative shift in assessing opportunities and allocating capital. By 2025, ESG assets are expected to surpass $50 trillion, representing one-third of all managed assets.
About 80-85% of office leasing is expected in green-certified buildings
Green building adoption accelerating across real estate segments, led by energy savings, rental premiums and emission reductions. Green-certified office buildings have higher occupancy levels at 80-90%, commanding rental premium of up to 25%. India’s real estate sector is undergoing a major transformation, with sustainability emerging as a key cornerstone and growth driver across asset classes.
B2B Buyer Behavior Has Changed in the AI Era
There’s a shift happening in B2B purchasing that too many companies are still underestimating. As AI becomes embedded in how decisions are made, the buyer journey itself is being redefined. This is no longer about optimizing internal marketing operations with AI tools. It’s about understanding that your buyers are already using AI—and your sales and marketing strategies need to evolve in response.
Sustainability in Marketing: How Green Initiatives are Winning Hearts and Market Share
Sustainable marketing implies advertising products, services, and brand values while minimizing negative environmental and social impacts. Unlike traditional marketing prioritizes immediate sales and brand exposure, sustainable marketing concentrates on long-term growth, ethical production, and environmental responsibility. The culture of the consumers who value and try to protect the environment is redirecting the market towards more accountability, openness, and ecological concern.
Hyperconnectivity Market: Navigating the Era of Seamless Digital Integration
Introduction The global hyperconnectivity market is witnessing unprecedented growth, driven by increasing digital transformation across industries, rapid adoption of IoT, and the proliferation of smart devices. As businesses and consumers demand seamless connectivity, hyperconnectivity is becoming a key enabler of innovation and efficiency.
The ESG Data Challenge: Standardization, Transparency, and Accountability
In recent years, Environmental, Social, and Governance (ESG) factors have taken center stage in the global financial and corporate landscape. Investors, regulators, and businesses recognize the importance of integrating ESG considerations into decision-making. However, as ESG adoption grows, so do the challenges—especially in standardization, transparency, and accountability.
The Power of Data Visualization: Turning Complex Data into Meaningful Insights
In an age where data drives decisions across industries, the ability to present information in an easily understandable format has become crucial. Data visualization, the graphical representation of data, plays a vital role in simplifying complex datasets and delivering meaningful insights. Whether you’re a business leader, data analyst, or marketer, leveraging data visualization can help you make informed decisions faster and more effectively.
Leveraging Data Analytics to Improve Fund Performance and Investor Relations
Tech disruptions that impact the finance world include versatile analytical models that assist in risk-reward forecasting. Fund managers, investors, and regulators also expect analytics to instill greater confidence among all individuals curious about participating in market activities. This post explores how leveraging data analytics facilitates better fund performance and improves investor relations.
What is Competitive Market Intelligence?
Growth-poised enterprises want to beat the competition on several parameters. Doing so improves their positioning, earning recognition among industry peers and core stakeholders. Understandably, the demand for competitor-focused insight discovery that aids in revealing the best ways to surpass business rivals has increased. This post will explain the scope, significance, and use cases of competitive market intelligence (CMI).
SG Analytics Welcomes Three Industry Luminaries to Its Board of Advisors
SG Analytics, a leading global insights and analytics firm, proudly announces the appointment of three distinguished business leaders - Mainak Mazumdar, KK Davey, and Shankar Iyer - to its Board of Advisors. This strategic move underscores SG Analytics’ unwavering commitment to innovation, leveraging data-driven insights and accelerating its global growth. This press release features multimedia.
How Qualitative Research Drives Strategic Consulting Success
Data-driven insights are imperative in strategic consulting for the guidance of business decision-making. Quantitative research is all about measurable and statistical data. Meanwhile, qualitative research reveals deeper insights that ensure strategic success. This post explains how qualitative research drives strategic consulting success. Through research on customer behavior, motivation, and perceptions, consultants can deliver highly customized strategies.
What Role Does the Social Media Play In Market Intelligence?
Facebook user estimates imply it might have 2.98 billion monthly active users in the first half of 2023. Likewise, Twitter, Pinterest, Quora, Reddit, and many other platforms attract users. They discuss their interests, dreams, brand experiences, and events on these social networking sites (SNSs). Companies must monitor these platforms for qualitative insights. This post will elaborate on the role of social media in market intelligence. What is Social Listening?
Data Insights Assure Quality Data and Confident Decisions
Today, organizations look to data and to technology to help them understand historical results, and predict the future needs of the enterprise to manage everything from suppliers and supplies to new locations, new products and services, hiring, training and investments. But too much data can also create issues. If the data is not easily gathered, managed and analyzed, it can overwhelm and complicate decision-makers.
Facebook user estimates imply it might have 2.98 billion monthly active users in the first half of 2023. Likewise, Twitter, Pinterest, Quora, Reddit, and many other platforms attract users. They discuss their interests, dreams, brand experiences, and events on these social networking sites (SNSs). Companies must monitor these platforms for qualitative insights. This post will elaborate on the role of social media in market intelligence. What is Social Listening?
Integrating Data Lakes with Robust Data Governance for Enhanced Analytics
Most organizations seek secure and legal methods to gather enormous volumes of information from disparate sources. They also expect adequate data categorization to prevent wasting computing resources on irrelevant datasets. This post will discuss the importance of robust data governance in integrating data lakes and enhancing analytics by fulfilling those requirements.
How Can SAP S/4HANA ERP Solutions Transform Your Business?
In today’s fast-evolving business landscape, staying competitive means adopting cutting-edge technology. One of the most transformative tools for modern businesses is SAP ERP Solutions India. But how can this innovative software suite truly revolutionize your operations? Let’s explore the benefits and real-world examples, especially in the context of SAP S/4HANA implementation in India. What Makes SAP ERP Solutions Essential for Your Business?
The Role of AI in Technology: How Artificial Intelligence is Transforming Industries
Artificial intelligence is the technology that helps you in generating, classifying and performing a variety of advanced functions. It also includes understanding, translating spoken and written language, analyzing data, making recommendations and more. It is the bedrock of innovation in modern computing. AI is one of the dimensions of computer science. It creates smart agents capable of performing tasks that involve speech recognition, decision making, problem solving, and other.
The Impact of AI on Qualitative Research: Enhancing Human Insights
Artificial intelligence (AI) will compel all stakeholders to revise how they conduct qualitative research. AI integrations, whether conversational or more subtle, will help boost the effectiveness of data compilation, analysis, and interpretation processes. This post will discuss the impact of AI on qualitative research practices and how it aids in enhancing human ideas and insights.
Microsoft’s Power BI has more than 25,000 US customers conducting visual data analysis. Meanwhile, MS Excel’s global user base estimates lie between 1 to 1.5 billion. However, the former specializes in business intelligence, while the latter has occupied every individual’s device and workflow. Both offer remarkable advantages for insight extraction. This post will include Power BI vs. Excel comparisons, helping you determine the best program for your data analysis requirements.
Give Business Users NLP Search Analytics and Get Results
Machine Learning and Natural Language Processing (NLP) have unlocked a vast library of knowledge, making it accessible to the average person, requiring no significant technical skills, and leveling the playing field for millions of people, seeking to learn and understand the world.
Resolving Data Quality Issues for Successful BI Projects
In a recent Data Integrity Trends & Insights report, data analysts revealed that 70% of professionals who struggle to trust their data cite data quality issues as the primary reason impacting their projects. Accordingly, a staggering number of BI project failures are increasingly linked to poor data quality. In today’s data and AI-driven industrial landscape, Business Intelligence (BI) is essential for informed decision-making and efficient resource management.
ESG Reporting Transparency Through Technology: Insights from SG Analytics
ESG reporting is the process by which a firm discloses information on sustainability dynamics. Such information is very important to investors, consumers, and other stakeholders who have an interest in how a given firm supports an ethical approach to its business development. They can also link the major elements of compliance reporting by an ESG consulting company to sustainable development goals.
The Future of ESG Regulations: What Companies Need to Know
Global business leaders want to modify corporate strategies to embrace ethical practices. This situation implies all businesses, governments, institutional investors, and fund managers must collaborate to streamline ESG reporting and disclosure regulations. However, compliance ratings also unlock new opportunities for enterprises to increase resilience and competitiveness. This post will highlight what companies need to know about the future of ESG regulations.
Auto Insights: The Secret Weapon for Analytical Results
In order to make the most of the data that resides in all the corners of your enterprise, you must make sense of that data, and leverage it to create products and services, to compete in your market of choice and refine your workflow and tasks to improve productivity and agility. The key to making the most of your data is analytics, and the ability to gather and analyze data and produce results that are intuitive and clear.
Data Science and Economics: A Game-Changer for India's Future
In the bustling corridors of India's finance ministry and the hallowed halls of the Reserve Bank of India (RBI), a quiet revolution is brewing. Armed with powerful computers and complex algorithms, a new breed of economists is changing the way our nation approaches economic policy. Welcome to the era where data science meets economics, promising to reshape India's economic landscape.
Harnessing Business Insights: Transforming Data into Strategic Decisions
Data is one of the best resources an established business or a startup must frequently leverage. It can be structured or unstructured, with the latter being more challenging to process. However, it is readily available to any business in virtually any industry, no matter the location. Companies are constantly producing mountains of data. These datasets depict the customer engagement sessions. They can also track financial transactions or marketing campaigns with contextual hints.
Growing Importance of Real-Time Analytics in Business Decision Making
Real-time data analytics helps leaders develop the capability to ingest data as soon as events occur and immediately make it available for multistakeholder querying systems. Given the hypercompetitive business environment, embracing quick decision-making is essential. Thankfully, tech advancements have enhanced real-time data analytics. Therefore, businesses can craft flexible and secure strategy responses to overcome expansion and sustainability compliance risks.
How Businesses Can Leverage Advanced Analytics Tools to Derive Actionable Insights
Whether you use them to inspect brand-value associations among target audiences or monitor competitors’ business merger announcements, modern data mining and insight extraction techniques surpass all stakeholder expectations. It is indeed not a coincidence that corporate spending on tech upgrades has increased over the past decades. This post will explain how businesses can leverage advanced analytics tools to derive sought-after actionable insights.
Building Cyber Resilience: How Data Science Strengthens Smartphone Defenses Against Hacking
Smartphones that feature internet access are inseparable elements of our daily lives whether it is casual communication or work-related one. As personal and business banking applications, social networks, and messaging applications are run from these devices, the threat of cybercrime has grown exponentially. Smartphone manufacturers and developers also need to improve in their protective strategies due to this.
AI-Powered Personalization: How AI is Transforming Customer Experiences
Customer service, marketing, and design professionals want to leverage AI to enrich consumer experiences. Their faith in advanced machine learning models and unstructured data processing has an evidence-backed rationale. This article will highlight how AI-powered personalization strategies assist in transforming customer experiences. AI-Powered Personalization – How Does AI Improve Customer Experiences?
Technology: A Catalyst for Inclusion in India
India is on the cusp of a digital revolution with the potential to transform society. Technology can bridge the digital divide, empower marginalised communities, and drive inclusive growth. However, realising this vision requires a delicate balance between technological advancement and equitable access.
Psychological Safety through Cultural Lens
“Speak up with what you have in mind, your point of view matters.”How often have you heard managers say this to their teams? Psychological safety, a term coined by Prof Amy Edmondson, is the belief that one can speak up without risk of punishment or humiliation. Its fundamental to high quality decision making, greater innovation, healthier inter-personal relationships.
Requirements of Cluster Analysis in Data Mining: Comprehensive Guide
As technology progresses, astronomical data creation is inevitable. According to a report by Statista Research Department, global data creation is projected to grow to more than 180 zettabytes by 2025. With so much data being generated, it is challenging for businesses to organize and derive insights from the sea of unorganized data. It is where cluster analysis comes to the rescue.
What are the Security Best Practices for Software Development?
In this modern technological era, we depend on software for almost everything. However, this dependence has associated risks in the form of cyberattacks. They are too common and dangerous, making it essential to incorporate security into software right from the very beginning. This article will share practical tips to help you create software that doesn’t just tolerate but defends against modern-day threats.
Enhancing Cybersecurity in Fintech: Safeguarding Consumer Data
6 0 In this era of digitalization, Fintech has dramatically changed how we handle money. At the same time, despite its convenience and accessibility, this digital innovation also poses many serious dangers, particularly about the protection of confidential consumer information. As online transactions become more common, there is the risk of cyberattacks aimed at obtaining personal and financial data. It means that protecting consumer data in Fintech goes beyond mere regulatory compliance.
The Future of Investment Research: What to Expect in the Coming Years
Each financial instrument has unique risk dynamics. Therefore, investors want detailed reports to understand why investment research (IR) firms suggest buy-hold-sell calls. Thankfully, modern tools and compliance metrics allow portfolio managers and IR professionals to improve and explain their financial risk management strategies. This post will explore the future of investment research and what investors can confidently expect over the coming years. What is Investment Research?
Democratizing insights faster for CPGs with data marketplaces
From optimizing promotions to predicting consumer trends, CPG companies have to be nimble and data-driven to compete. However, efficiently leveraging real-time and historical data is a difficult task for many CPG companies. The core challenge today isn’t a lack of data, but rather its effective utilization with the right data infrastructure.
SEBI's Cybersecurity Framework: A Boon for the Indian Tech Industry
SEBI-regulated entities will soon need to implement a framework to improve cyber security and cyber resilience, announced the market regulator in June 2024. The entities will need to adopt it based on their grading, which will be based on their extent of operations and certain thresholds in client numbers, trade volumes, and assets under management.
Cybersecurity Mesh: A Modern Approach to Network Security
Cybersecurity Mesh is a distributed security architecture that connects various security tools and technologies to create a cohesive defense. It's designed to address the challenges of traditional network security approaches, which often struggle to keep up with the increasing complexity and dynamic nature of modern IT environments.
Harnessing the Power of Data Analytics: Transforming Insights into Action
In today's data-driven world, data analytics has emerged as a cornerstone of modern business strategy. The ability to collect, process, and analyze data has transformed how organizations operate, enabling them to make informed decisions, enhance efficiency, and drive growth. Data analytics encompasses a range of techniques and tools that help businesses unlock valuable insights from their data, leading to more strategic and actionable outcomes.
The Benefits of Low-Code, No-Code in Augmented Analytics
In the analytics software market, the primary driver of this growth is the advent of solutions that can be quickly modified and upgraded to address new requirements and user needs. The creation of no-code and low-code apps allows for simple foundations and construction to analyze data without customization or programming or data science skills supports both developers, data scientists and power users of analytics by providing tools to simply and easily create complex components.
Leverage Citizen Data Scientists to Augmented Data Scientist Teams
If your business wishes to accommodate a ‘data-first’ strategy to improve metrics and measurable success and avoid guesswork and strategies that are based on opinion rather than fact, it can either employ a team of expensive professionals, or it can take a different approach ‘Citizen Data Scientists can use their knowledge of a business sector, industry, function or market to drive questions and develop reports and presentations to illustrate issues, identify problems and find opportunities...
The Power of Data Science: Transforming the Future
In today's digital era, data science has emerged as a transformative force, reshaping industries and redefining the way we understand and interact with the world. From driving business decisions to advancing scientific research, data science encompasses a broad range of techniques and tools designed to extract meaningful insights from complex datasets. This blog delves into the essence of data science, its applications, and its profound impact on various sectors.
New Imperative Strategies for Modern-Day Data Collection Services
Driven by the advent of eDiscovery, there has been a significant change in the nature of data. No longer does it look the same, nor does it stay exclusively in well-defined, disparate, and local data repositories. However, organizations still need data to improve their operations, products & services, and overall efficiency. This requires holistic data collection strategies that are highly effective and above all, legally defensible.
Another 6 Months passed in Gen AI. What's Happening, World?
Meta released Llama 3.1 with 405 Bn benchmark in early second half of 2024. Meta brought its first version in the 1st half of 2023. Multiple trends have shaped the Generative AI ecosystem since H12023. H12023 saw widespread adoption of conversational AI into mainstream through ChatGPT. We saw the rise of many Large Language Models coming one after the another. AI entered creative industries through text, image, video, audio etc. Similarly, multiple trends have defined the H12024 as well.
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