January 26, 2026

Why Your Best Financial Analysts Are Quitting (Hint: It’s the Copy-Pasting)

Why Your Best Financial Analysts Are Quitting (Hint: It’s the Copy-Pasting) The hidden retention crisis in finance teams — and what forward-thinking CFOs are doing about it Last month, a finance director at a Malaysian property conglomerate shared something that stopped me cold. His best financial analyst — ACCA-qualified, sharp, […]
January 26, 2026

Why We Built an AI That Does Variance Analysis (So Your Team Doesn’t Have To)

Why We Built an AI That Does Variance Analysis (So Your Team Doesn’t Have To) It is Day 3 of the month-end close. Your P&L shows a massive red flag: General & Administrative (G&A) expenses are up 18% against budget. What happens next is a ritual every finance leader knows […]
January 14, 2026

Democratizing Data: How to Give Your Non-Technical Teams Access to SQL-Level Insights

Democratizing Data: How to Give Your Non-Technical Teams Access to SQL-Level Insights Picture this scenario: Your Head of Marketing has a brilliant idea for a campaign targeting a specific segment of churned users. To execute it, they need a list of customers who purchased in 2024 but haven’t returned in […]
January 14, 2026

Why We Built an AI CFO: Because Your Monthly Close Shouldn’t Take 15 Days

Why We Built an AI CFO: Because Your Monthly Close Shouldn’t Take 15 Days If you are a Finance Director or CFO in 2026, you likely spend the first two weeks of every month living in “The Gap.” The Gap is that high-stress period between the month ending and the […]
January 7, 2026

2025: The Year We Leveled Up (and Why Your Next CFO Might Be an Agent)

2025: The Year We Leveled Up (and Why Your Next CFO Might Be an Agent) If you blinked, you probably missed 2025. For us at Mandrill Tech, this year didn’t just fly by—it accelerated. We started January with a vision to change how businesses handle their data, and we’re ending […]
December 30, 2025

The Modern Guide to Data Consolidation: Snowflake, Databricks, and Lestar.ai

The Modern Guide to Data Consolidation: Snowflake, Databricks, and Lestar.ai Data is only as valuable as your ability to access it. For most organizations, the reality is “Data Silos”—financials in one system, operational logs in another, and sustainability metrics hidden in spreadsheets. Data Consolidation is the process of bringing all […]
December 30, 2025

Why Your Generative AI Strategy Will Fail Without a Centralized Database

Why Your Generative AI Strategy Will Fail Without a Centralized Database We are witnessing a gold rush. Every enterprise, from manufacturing giants to boutique financial firms, is rushing to implement Generative AI. The promise is seductive: instant answers, predictive forecasting, and automated workflows. Yet, despite the investment, many of these […]
December 20, 2025

ESG Reporting Standards 2026: Why Excel Fails

ESG Reporting Standards Are Changing: Why Excel Can No Longer Handle Your Compliance Data For years, sustainability reporting in Malaysia was largely a voluntary “nice-to-have” exercise often handled by a small team using a few spreadsheets. That era is officially over. With the full adoption of the International Sustainability Standards […]
December 20, 2025

Top ESG Reporting Software in Malaysia (2026): Lestar vs. Manual Reporting

Top ESG Reporting Software in Malaysia (2026): Lestar vs. Manual Reporting For Malaysian companies, 2026 is not just another fiscal year, it is the regulatory tipping point. With the National Sustainability Reporting Framework (NSRF) now in full effect and global trade barriers rising, sustainability has shifted from a “marketing bonus” […]
December 18, 2025

Data Consolidation: Why Enterprises Are Moving From Excel to AI Repositories

Data Consolidation: Why Enterprises Are Moving From Excel to AI Repositories For many business leaders, the term data consolidation brings to mind a familiar, often painful image: dozens of open spreadsheets, endless copy-pasting, and the constant fear that a single broken formula could ruin a quarterly report. According to recent […]
December 18, 2025

Financial Reporting Automation: Why We Built a Centralized Repository Instead of Another Dashboard

Financial Reporting Automation: Why We Built a Centralized Repository Instead of Another Dashboard We didn’t set out to build Lestar.ai just to create another software tool. The market is already flooded with BI tools, visualization dashboards, and “smarter” spreadsheets. We built Lestar because of a specific, painful pattern we observed […]
December 10, 2025

Uber’s “Silent Failure”: Why Your Data Needs Observability, Not Just Monitoring

Uber’s “Silent Failure”: Why Your Data Needs Observability, Not Just Monitoring It wasn’t a hacker attack. It wasn’t a server meltdown. It was a simple calculation error. For a period of time, Uber’s internal accounting system was deducting taxes from driver earnings before taking their commission, instead of after. It […]
December 10, 2025

How to Build a Fault-Tolerant Data Platform: Lessons from Netflix

How to Build a Fault-Tolerant Data Platform: Lessons from Netflix When we think of Netflix, we think of Stranger Things or Squid Game. But in the engineering world, Netflix is a data infrastructure pioneer. They don’t just stream video; they stream petabytes of data every day across thousands of microservices. […]
December 9, 2025

We Got Data Quality Wrong Until We Built This Framework

We Got Data Quality Wrong Until We Built This Framework We used to think data quality was something we handle when something breaks. A dashboard looks off, a stakeholder asks why, we trace the pipeline, patch the issue, and move on. That approach can keep the lights on, but it […]
December 9, 2025

The BMAD Method: Ship Faster With AI Without Losing Control

The BMAD Method: A Practical Operating Model for Shipping Faster With AI Without Losing Control AI can make software teams move faster. It can also make delivery less predictable when the process is not structured. We have all seen the pattern. A team uses ChatGPT, Claude, Cursor, or internal copilots […]
December 3, 2025

What We Learned From OpenAI About Building An AI Native Engineering Team

What We Learned From OpenAI About Building An AI Native Engineering Team When OpenAI publishes a new guide on how they build software, it is worth paying attention. Their latest paper, “Building an AI native engineering team”, is really a playbook for how coding agents will reshape the software development […]
December 3, 2025

Enterprise Analytics: The Missing Link Between Your Data Strategy and Business Outcomes

Enterprise Analytics: The Missing Link Between Your Data Strategy and Business Outcomes Most enterprises already have a data strategy. There is a roadmap, a list of tools, maybe even a data lake in place. Yet in the boardroom, leaders still argue over whose numbers are correct, and many critical decisions […]
November 21, 2025

How Capital One Used Cloud Managed Data Centre Services To Move Faster In A Regulated World

How Capital One Used Cloud Managed Data Centre Services To Move Faster In A Regulated World Banks are not just about vaults anymore When most people think about banks, they still picture metal vaults and long queues at the branch.In reality, banking today lives in your phone. You expect real […]
November 21, 2025

How Zalando Used Data Quality Management To Scale Fashion Ecommerce

How Zalando Used Data Quality Management To Scale Fashion Ecommerce In fashion ecommerce, design and branding get the spotlight.Behind the scenes, data quality management decides whether the business actually works. Zalando is one of Europe’s largest online fashion platforms, with more than 50 million active customers, over 15 billion euros […]
November 11, 2025

What is Data Automation and Why It Matters

What is Data Automation and Why It Matters Have you ever wondered what data automation is and why it’s so important? You’re in the perfect spot to understand it all. We’ll explore what it is, how it works, and the transformative impact it can have on your daily tasks and […]
November 11, 2025

Essential Skills for ETL and ELT Developers

Essential Skills for ETL and ELT Developers Data rarely arrives tidy. Formats clash, timestamps drift, and yesterday’s rules change today. The craft of an ETL or ELT developer is to turn that reality into something people can trust, every day, without drama. Titles and tools evolve, the fundamentals stay the […]
November 4, 2025

Importance of Enterprise Data Services

Importance of Enterprise Data Services Data now sits at the center of every decision. When it is trusted and easy to use, teams move faster, customers stay longer, and risks stay smaller. When it is scattered or unclear, projects stall, reports conflict, and security gaps open. Enterprise Data Services, EDS, […]
November 4, 2025

Best Practices for Effective Data Security Management

Best Practices for Effective Data Security Management A customer asks for proof that their data is safe, at the same time a teammate forwards a suspicious email that almost fooled them. Moments like these are common, and they are a good reminder of what data security management really is, knowing […]
October 31, 2025

Top 7 Big Data Platforms

Top 7 Big Data Platforms In a world where every team is collecting more data than last year, the platform you choose shapes speed, cost, and the insights you can deliver. This guide walks you through what big data platforms are, how to choose one that fits your needs, and […]
October 29, 2025

Best Practices for Effective Data Quality Management

Best Practices for Effective Data Quality Management Strong decisions start with strong data. Data quality management is how an organization keeps data accurate, consistent, and useful from the moment it is created to the moment it is retired. This guide explains what it is, why it matters, how it works […]
October 27, 2025

AI Agent Use Cases

AI Agent Use Cases AI agents are software systems that take a goal, gather context, plan the next step, and act. They use models for language, vision, and planning, then check results and try again if needed. Think of them as reliable teammates for work that is repetitive, data heavy, […]
October 25, 2025

Why Enterprise Businesses Need Cloud Managed Data Center Services in 2026

Why Enterprise Businesses Need Cloud Managed Data Center Services in 2026 In 2026, enterprise businesses face ever-growing demands for data storage, processing power, and security. The rapid pace of technological advancement means that these demands are not just increasing in volume but also in complexity. As technology evolves, so do […]
September 18, 2025

Cash Flow Forecast: A Comprehensive Guide & Our Solutions

Cash Flow Forecast: A Comprehensive Guide & Our Solutions Key Takeaways Introduction In today’s volatile market environment, cash flow forecasting has become a cornerstone of financial stability and strategic planning. Whether you’re managing a small business or a large enterprise, understanding future cash movement is essential to ensure you have […]
September 12, 2025

CMMS Software: What is it, Benefits,& Our Solutions

CMMS Software: What is it, Benefits,& Our Solutions Key Takeaways Introduction Computerised Maintenance Management System (CMMS) software has become a key enabler for organisations looking to streamline asset maintenance and reduce operational risk.  As industries grow more reliant on complex equipment and infrastructure, manual maintenance tracking is no longer viable. […]
September 10, 2025

Sustainable Architecture: What Is It, Trends, & Examples

Sustainable Architecture: What Is It, Trends, & Examples Key Takeaways: Introduction Sustainable architecture is reshaping how we approach the built environment by balancing human needs with environmental responsibility.  As cities evolve and climate priorities take centre stage, there’s growing momentum behind eco-conscious design that doesn’t compromise on functionality or aesthetics. […]
September 8, 2025

Sustainable Building Materials: Innovative & Cost-Efficient Examples

Sustainable Building Materials: Innovative & Cost-Efficient Examples Key Takeaways:  Introduction As the construction industry faces increasing scrutiny over its environmental impact, the push for sustainability is no longer optional but a priority.  Rising global emissions, material waste, and resource scarcity have made sustainable construction practices not just a trend but […]
September 5, 2025

Sustainability in Construction: Guides & Industry Best Practices

Sustainability in Construction: Guides & Industry Best Practices Key Takeaways: Introduction Sustainability is no longer an optional add-on in the construction industry. It is rapidly becoming a non-negotiable standard.  With rising global attention on climate action, the construction sector faces growing pressure to reduce its environmental footprint, embrace ethical labour […]
September 4, 2025

ESG In Construction: Strategies, Impact, & Guidelines

ESG In Construction: Strategies, Impact, & Guidelines Key Takeaways Introduction The construction industry is undergoing a transformation not just in how buildings are designed or delivered, but in how companies are held accountable for their environmental and social impact.  With rising pressure from investors, regulators, and the public, construction firms […]
August 29, 2025

Corporate Sustainability: The 3 Pillars & All You Need to Know

Corporate Sustainability: The 3 Pillars & All You Need to Know Key Takeaways Introduction Corporate sustainability is currently a “must-have” rather than a “nice-to-have”. This is because of the growing influence of international ESG (Environmental, Social, and Governance) standards.  Governments and international organisations are increasingly enforcing strict ESG standards and […]
August 25, 2025

Sustainable Finance: What Is It & How Does It Impact Your ESG?

Sustainable Finance: What Is It & How Does It Impact Your ESG? Key Takeaways Introduction The term “sustainable finance” describes how environmental, social, and governance (ESG) factors are incorporated into financial decision-making procedures. Fundamentally, the goal of sustainable finance is to promote economic expansion whilst maintaining social justice, environmental preservation, […]
August 18, 2025

Essential Networking Skills: Tips for Effective Communication

Essential Networking Skills: Tips for Effective Communication Key Takeaways Introduction Networking is the cornerstone of professional growth and business success. It opens doors to untapped opportunities and knowledge that no solitary effort can match. For instance, strong networks provide access to different mentors who accelerate learning. Good networks also offer […]
August 11, 2025

Digital Business Cards for Enterprises: What You Need to Know Before You Invest

Digital Business Cards for Enterprises: What You Need to Know Before You Invest Key Takeways Introduction Business networking is evolving—and so are the tools that support it.  Traditional paper business cards, once a staple of corporate introductions, are now giving way to smarter, digital alternatives that better align with how […]
August 4, 2025

ESG Reporting Hong Kong (HKEX): Reporting Requirements & Guide

Key Takeaways Introduction Environmental, Social, and Governance (ESG) reporting has quickly become a top priority for companies listed on the Hong Kong Stock Exchange (HKEX).  As regulatory expectations evolve and the global spotlight on sustainable business practices intensifies, Hong Kong has positioned itself as a regional leader in promoting responsible […]
July 29, 2025

Digital Transformation in Manufacturing: Key Technologies Involved

Digital Transformation in Manufacturing: Key Technologies Involved Key Takeaways: Introduction Digital transformation is fundamentally reshaping the manufacturing industry worldwide.  No longer limited to incremental improvements, it represents a holistic shift towards smarter, more agile, and highly connected production environments. By integrating advanced technologies, manufacturers can significantly enhance efficiency, increase flexibility, […]
July 22, 2025

ESG Reporting UK: Reporting Requirements & Guide

ESG Reporting UK: Reporting Requirements & Guide Key Takeaways Introduction Environmental, Social, and Governance (ESG) reporting has become an essential part of corporate strategy for UK businesses.  With increasing regulatory requirements, stronger investor focus, and rising stakeholder expectations, companies can no longer rely on financial disclosures alone to demonstrate their […]
July 15, 2025

ESG Reporting Singapore: Reporting Requirements & Guide

ESG Reporting Singapore: Reporting Requirements & Guide Key Takeaways: Introduction Environmental, Social, and Governance (ESG) reporting is rapidly becoming a strategic priority for businesses in Singapore.  Driven by rising investor expectations, stronger regulatory frameworks, and Singapore’s national push towards sustainability, transparent ESG disclosure is no longer optional but essential. The […]
July 8, 2025

ESG Reporting Australia: Reporting Requirements & Guide

ESG Reporting Australia: Reporting Requirements & Guide Key Takeaways Introduction Environmental, Social, and Governance (ESG) reporting has rapidly moved from being a voluntary initiative to an essential business requirement in Australia.  With rising investor scrutiny, tighter regulatory expectations, and increasing demand from consumers and stakeholders, ESG transparency has become a […]
June 26, 2025

AI in Manufacturing: What Is It, Benefits, & Use Cases

AI in Manufacturing: What Is It, Benefits, & Use Cases Key Takeaways Introduction Manufacturers today face intense pressure to produce faster, cheaper, and with greater precision. From fluctuating demand to supply chain disruptions, staying competitive demands more than just efficient processes; it requires intelligent, adaptable systems. Artificial intelligence (AI) has […]
June 19, 2025

Tableau vs Power BI: The Differences & Which is Better?

Tableau vs Power BI: The Differences & Which is Better? Key Takeaways Introduction Modern businesses rely heavily on data to make smarter, faster decisions. But raw data alone isn’t enough—it must be visualised, understood, and acted upon. This is where data visualisation tools like Tableau and Power BI come in. […]
June 6, 2025

What is Business Process Modelling?

What is Business Process Modelling? Key Takeaways Introduction In an era defined by rapid digital transformation, having clarity in business processes has never been more important.  As organisations scale, digitise, and adopt new technologies, the ability to understand and improve internal workflows becomes a foundational driver of success. This is […]
May 30, 2025

What Is Enterprise Digital Transformation And Why It Matters

What Is Enterprise Digital Transformation And Why It Matters Key Takeaways Enterprise digital transformation is a strategic overhaul of business models, workflows, and customer experiences using modern technology. Key benefits include increased agility, better customer experience, improved efficiency, and stronger decision-making through data. Focus areas include business process automation, customer engagement, data infrastructure, […]
May 24, 2025

What Is Digital Innovation And It’s Importance For Businesses

What Is Digital Innovation And It’s Importance For Businesses Key Takeaways Digital innovation uses technology to improve business models, services, and operations, not just digitise them. It drives competitive advantage, efficiency, agility, and revenue growth. Types of digital innovation include product, process, business model, and customer experience enhancements. Core technologies powering […]
May 17, 2025

Marketing Dashboard For C-Suite: 5 Examples for Data-Driven Leaders

Marketing Dashboard For C-Suite: 5 Examples for Data-Driven Leaders Key Takeaways: Executive marketing dashboards help C-suite leaders track ROI, brand performance, and campaign results in real time. Dashboards covered include Marketing Overview, Channel ROI, Lead Funnel, Brand Engagement, and Campaign Planning. Key features include role-based views, real-time updates, trend forecasting, and […]
May 10, 2025

What Is A Data Platform And How It Helps Your Business

What Is A Data Platform And How It Helps Your Business Key Takeaways A data platform unifies data collection, storage, processing, and delivery across the enterprise. It enables real-time analytics, AI, reporting, and smarter decision-making. Core components include data ingestion, transformation, governance, and access. Types: include data lakes, warehouses, lakehouses, CDPs, and […]
April 28, 2025

Executive Dashboard For C-Suite: 5 Examples for Data-Driven Leaders

Executive Dashboard For C-Suite: 5 Examples for Data-Driven Leaders Key Takeaways Introduction C-level executives are under constant pressure to lead with clarity, speed, and strategic foresight. From managing financial risks to tracking performance across business units, leaders are expected to make fast, data-driven decisions—often in the face of information overload. […]
April 23, 2025

Financial Dashboard For C-Suite: 5 Examples for Data-Driven Leaders

Financial Dashboard For C-Suite: 5 Examples for Data-Driven Leaders Key Takeaways Introduction Data is one of the most valuable assets a business can have—but without the right systems to manage it, even the best data can go underutilised.  As businesses grow, so does the volume, variety, and complexity of the […]
April 20, 2025

Understanding Data Warehousing: Source of Business Intelligence

Understanding Data Warehousing: Source of Business Intelligence Key Takeaways Introduction Data is one of the most valuable assets a business can have—but without the right systems to manage it, even the best data can go underutilised.  As businesses grow, so does the volume, variety, and complexity of the data they […]
April 13, 2025

What is Middleware: Your Key to Business Decision Intelligence

What is Middleware: Your Key to Business Decision Intelligence Key Takeaways Introduction Every business decision—whether strategic or operational—relies on data. But raw data alone isn’t enough. To extract meaningful insights, systems need to communicate, applications must be integrated, and information must flow seamlessly across platforms.  That’s where Decision Intelligence (DI) […]
April 8, 2025

Trump’s Tariffs Threaten US Big Tech Data Centre Spending

Researched by Gunaprasath Bupalan New tariffs imposed by US President Donald Trump are raising concerns about the future of Big Tech’s significant investments in US data centres, particularly those supporting artificial intelligence infrastructure. Analysts suggest these tariffs could disrupt supply chains and force companies to reconsider their spending plans. The […]
April 3, 2025

What is Decision Intelligence: Importance & Benefits 

What is Decision Intelligence: Importance & Benefits  Key Takeaways Introduction In today’s digital landscape, businesses face a growing challenge: making high-impact decisions in environments filled with complexity, speed, and uncertainty.  From fluctuating market conditions to real-time customer demands, the sheer volume and velocity of available data can overwhelm traditional decision-making […]
April 3, 2025

Malaysian Businesses Should Navigate the Digital Transformation Journey to Thrive in the Modern Economy.

By Gunaprasath Bupalan The evolving business landscape in Malaysia demands that organisations embrace digital transformation, a continuous process of integrating technology to enhance operations and customer value. This journey, while promising increased efficiency and competitiveness, presents numerous obstacles for Malaysian businesses, particularly SMEs. The hum of progress in Malaysia’s business […]
March 28, 2025

ESG Reporting: What Is It, Guides, & Frameworks

ESG Reporting: What Is It, Guides, & Frameworks Key Takeaways Introduction ESG stands for Environmental, Social, and Governance—three key pillars used to measure a company’s sustainability, ethical impact, and long-term value. In today’s global business landscape, ESG reporting is no longer a “nice-to-have”—it’s fast becoming a strategic necessity. Regulators, investors, […]
March 26, 2025

Malaysian SMEs Must Embrace Practical AI Implementation to Secure Their Future in the Digital Economy.

By Gunaprasath Bupalan Artificial intelligence (AI) pervades conversations surrounding business evolution, yet for many small and medium enterprises (SMEs) in Malaysia, it remains shrouded in mystique. The term itself conjures images of advanced robotics and intricate algorithms, often fostering a sense of exclusion and apprehension among SMEs. However, AI, when […]
March 24, 2025

Deepgram’s New AI Speech Model Revolutionises Medical Transcription

Researched by Gunaprasath Bupalan Deepgram has introduced Nova-3 Medical, a specialised artificial intelligence speech-to-text (STT) model meticulously crafted for the complexities of healthcare transcription. This innovative solution aims to streamline workflows within both the UK’s National Health Service (NHS) and private healthcare sectors by providing highly accurate transcriptions. The increasing […]
March 21, 2025

What Is Data Enrichment and How Does It Work?

What Is Data Enrichment and How Does It Work? Key Takeaways Introduction Data is a vital asset for businesses, yet raw data is often incomplete, inconsistent, or lacks the necessary context. Organisations that fail to refine and enrich this data risk making decisions based on flawed information.  That’s where data […]
March 17, 2025

Notepad Gets AI Summaries, Snipping Tool Straightens Lines in Latest Windows 11 Insider Preview

Researched by Gunaprasath Bupalan Mandrill Tech reports that Microsoft is pushing forward with its integration of AI into core Windows 11 applications, with the latest Insider Preview builds for the Canary and Dev channels revealing significant upgrades to Notepad and the Snipping Tool. The most notable addition is the introduction […]
March 15, 2025

E-Invoicing in Malaysia: Information & Implementation Guidelines

E-Invoicing in Malaysia: Information & Implementation Guidelines Key Takeaways Introduction In today’s increasingly digital economy, businesses can no longer afford to rely on manual, paper-based processes—especially when it comes to invoicing.  The shift toward e-Invoicing is more than just a regulatory requirement; it represents a vital step in improving operational […]
March 10, 2025

Data Management Strategy For Better Business Decision-Making

Data Management Strategy For Better Business Decision-Making Key Takeaways Introduction Businesses are generating data at an unprecedented pace, from customer interactions and internal processes to external market signals. However, more data doesn’t automatically equate to better decisions.  Without a structured approach to managing it, data can quickly become fragmented, outdated, […]
March 3, 2025

Flora Unveils AI-Powered ‘Infinite Canvas’ for Creative Professionals

Researched by Gunaprasath Bupalan Flora, a new startup founded by Weber Wong, has launched its “infinite canvas” platform, aiming to revolutionise creative workflows with AI. Wong argues that current AI tools are often “made by non-creatives for other non-creatives to feel creative,” lacking the depth and control needed by professional […]
February 26, 2025

The Algorithmic Mind – AI’s Foray into Mental Wellbeing

By Gunaprasath Bupalan The digital age, with its relentless pace and constant connectivity, has inadvertently cast a spotlight on the silent pandemic of mental health awareness. From the bustling streets of London to the serene kampungs of Malaysia, the need for accessible and effective mental health support has never been […]
February 24, 2025

DeepSeek’s AI Revolutionises China’s Transportation Landscape

Researched by Gunaprasath Bupalan China’s transportation sector is experiencing a rapid transformation thanks to the widespread integration of DeepSeek’s AI technology.  From automotive giants to e-scooter manufacturers, companies are embracing DeepSeek’s innovative solutions to enhance their products and services.  This surge in adoption, dubbed “DeepSeek fever” by industry observers, is […]
February 20, 2025

Building the Future of Reality, a Malaysian Perspective

The metaverse. It’s a buzzword, a concept, a burgeoning reality. It’s a digital realm where virtual worlds collide, where avatars interact, and where the lines between the physical and digital blur. But what fuels this immersive experience? Increasingly, the answer is artificial intelligence (AI).
February 17, 2025

Baidu Shifts AI Strategy, Opens Up Ernie Model as Competition Intensifies

Researched by Gunaprasath Bupalan The Chinese search engine giant, has announced a significant change in its AI strategy, revealing plans to make its next-generation Ernie AI model open-source from June 30th. This move comes amidst a fierce battle for dominance in the rapidly evolving AI landscape.   Baidu CEO Robin […]
February 10, 2025

AI-Powered Breast Cancer Detection Trial Launched in the UK

In a groundbreaking effort to improve early detection of breast cancer, the United Kingdom has launched a world-leading trial utilising artificial intelligence (AI). This initiative announced on World Cancer Day, aims to revolutionise cancer care by assisting radiologists in identifying breast cancer at earlier stages.  
February 4, 2025

Advanced NLP Techniques for Contextual Understanding

This article delves into the advanced techniques driving this revolution, exploring the intricacies of modern NLP models and their transformative impact across various sectors, with a particular focus on the evolving landscape in Malaysia.
February 3, 2025

Malaysian Tech Delegation Explores Cooperation Opportunities at Xiaoshan Free Trade Building – Mandrill Tech spreads its wings, globally.

At the end of 2024, A Malaysian delegation comprising key figures from the Malaysian Global Innovation and Technology Platform (GITP), the Digital Economy Development Board (MDEC), and several prominent tech companies recently concluded a productive visit to the Xiaoshan Free Trade Building in Hangzhou, China.
February 3, 2025

Ericsson Launches Cognitive Labs to Pioneer the Future of Telecoms AI

Researched by Gunaprasath Bupalan Ericsson has unveiled its groundbreaking initiative, Cognitive Labs, a virtual research hub dedicated to pushing the boundaries of Artificial Intelligence in the telecommunications sector. This initiative underscores Ericsson’s commitment to leading AI innovation and its potential to revolutionise not just telecoms, but other industries like healthcare. […]
January 29, 2025

Understanding Machine Learning in the Ai and Tech Industry

At the heart of machine learning lie fundamental concepts such as data, algorithms, models, training, and evaluation. Data serves as the lifeblood, fuelling the learning process. High-quality, diverse, and representative datasets are crucial for training effective models. Algorithms, the mathematical instructions that guide the learning process, encompass various approaches. Supervised learning, for instance, involves training models on labelled data, providing the algorithm with both input and the corresponding output.
January 27, 2025

DeepSeek Rattles Silicon Valley with Open-Source Reasoning Model

News piece sources by Gunaprasath Bupalan Chinese AI company DeepSeek has sent shockwaves through Silicon Valley with the release of an open-source version of its reasoning model, R1. Industry leaders have been abuzz with speculation about the implications of DeepSeek’s achievement, with some hailing it as a groundbreaking innovation and […]
January 22, 2025

Unleashing the Potential of AI in Business

The future of AI in business is bright. As AI technologies continue to evolve at an unprecedented pace, we can expect to see even more innovative applications across industries. Businesses that embrace AI and leverage its transformative power will be well-positioned to thrive in the increasingly competitive global marketplace. By exploring the diverse range of AI business ideas and addressing the associated challenges, businesses can harness the power of AI to drive innovation, improve efficiency, and create a more sustainable and prosperous future.
January 15, 2025

The Gender Bias of Ai voices

The article examines the pervasive use of female voices in AI systems, arguing that this practice reinforces harmful gender stereotypes. It highlights how the preference for female voices stems from societal biases that associate femininity with nurturing and support. The article explores the potential negative impacts of this trend, such as the over-reliance on AI and the limitation of women's perceived competence. It emphasises the need for diverse voice options, ethical AI development, and a regulatory framework to mitigate bias and ensure inclusivity.
December 27, 2024

Machine Learning – The Engine Behind AI

Machine Learning (ML) is a powerful technology that allows machines to learn from data and make intelligent decisions. It is a key component of Artificial Intelligence (AI) and is used in a wide range of applications, from healthcare and finance to e-commerce and autonomous vehicles. ML algorithms can be categorized into three main types: supervised learning, unsupervised learning, and reinforcement learning. Each type has its own unique strengths and is suited for different tasks.   Malaysia is embracing the power of ML to drive innovation and economic growth. Companies like Mandrill Tech are at the forefront of leveraging ML to solve real-world problems and empower businesses. The future of ML is bright, with exciting developments such as explainable AI and federated learning. By understanding the fundamentals of ML and the innovative solutions offered by companies like Mandrill Tech, we can harness its potential to create a better future.
December 20, 2024

The Invisible Force Shaping Your Everyday Life

Artificial Intelligence (AI) is rapidly transforming our daily lives. From the moment we wake up to the time we go to sleep, AI is silently working behind the scenes, making our experiences smoother, faster, and more personalized. AI is being used in a wide range of industries, including healthcare, finance, education, and transportation. While AI offers immense potential, it is crucial to address ethical concerns and ensure responsible development.
December 13, 2024

AI and Sustainable Finance: Driving Positive Environmental and Social Impact in Malaysia

AI is playing an increasingly important role in sustainable finance in Malaysia. By analysing vast amounts of data, AI can help investors identify companies with strong environmental, social, and governance (ESG) practices. This can help to drive capital towards sustainable businesses and projects, accelerating the transition to a low-carbon economy.
December 6, 2024

The Future of Work: AI, Automation, and the Gig Economy in Malaysia

The brisk advancement of AI and automation is transforming the nature of work in Malaysia. As machines become more capable of performing tasks traditionally done by humans, concerns about job displacement have grown. However, AI and automation also have the potential to create new jobs and opportunities.
November 29, 2024

AI-Powered Precision Medicine: Revolutionising Healthcare and Insurance in Malaysia

Artificial Intelligence (AI) is rapidly transforming the healthcare and insurance industries. By analysing vast amounts of patient data, AI can identify patterns, predict disease outbreaks, and personalise treatment plans. This has the potential to revolutionise healthcare, improve patient outcomes, and reduce costs.
November 22, 2024

AI in Sustainability

AI can play a crucial role in driving sustainability initiatives. By leveraging AI-powered technologies, businesses can optimise energy consumption, reduce waste, and improve resource management. This can help to mitigate the impacts of climate change and create a more sustainable future.
November 15, 2024

AI in Cybersecurity

The cybersecurity landscape is constantly evolving, with new threats emerging on a regular basis. AI-powered solutions can help organisations protect themselves against cyberattacks by detecting anomalies, analysing threat intelligence, and responding to incidents more effectively. This can reduce the risk of data breaches and financial losses.
November 8, 2024

Generative AI

Generative AI is a powerful tool for content creators. By automating the process of content generation, businesses can save time and resources while producing high-quality content. Additionally, generative AI can help businesses create more personalised and engaging content by analysing customer data and tailoring content to specific audiences.
November 1, 2024

AI-powered Customer Service

The expectations of customers have evolved significantly in recent years. By leveraging AI-powered technologies such as chatbots, virtual assistants, and predictive analytics, businesses can automate routine tasks, provide 24/7 support, personalise interactions, and improve efficiency. This can lead to improved customer satisfaction, reduced costs, and increased customer loyalty.
October 25, 2024

AI in Supply Chain Management

The global supply chain has faced unprecedented disruptions in recent years. By leveraging AI-powered technologies such as predictive analytics, machine learning, and IoT, businesses can predict disruptions, optimise inventory management, improve transportation efficiency, and enhance sustainability. For example, DHL, a global logistics company, has successfully implemented AI solutions to reduce costs and improve delivery times.
October 18, 2024

The Future of Work as a Hybrid Model

As AI and automation continue to advance, the future of work is likely to be a hybrid model combining human and machine intelligence. This means that jobs will evolve rather than disappear entirely. Human workers will need to develop skills that complement AI, such as creativity, empathy, and complex problem-solving. This shift will require a rethinking of traditional work structures and a focus on lifelong learning. However, small businesses may face challenges in implementing AI due to limited resources and expertise. Government initiatives and partnerships can help to overcome these barriers and support the adoption of AI among small businesses.
October 11, 2024

The Impact of AI on Small Businesses

Small businesses are increasingly adopting AI to improve their operations and compete with larger corporations. AI-powered tools can help with tasks such as customer service, marketing, and inventory management. However, small businesses may face challenges in implementing AI due to limited resources and expertise. Government initiatives and partnerships can help to overcome these barriers and support the adoption of AI among small businesses.
October 4, 2024

The Role of Education and Training in the AI Era

The rapid pace of technological change necessitates a shift in education and training to prepare the workforce for the AI era. Skills such as problem-solving, critical thinking, and digital literacy will be essential for success. Governments and businesses are investing in upskilling and reskilling programs to equip workers with the necessary skills. These initiatives aim to bridge the skills gap and ensure a smooth transition to the AI-driven economy...
September 27, 2024

The Ethical Implications of AI and Automation

As AI and automation become more prevalent, ethical concerns are also rising. Issues such as bias, privacy, and job displacement are becoming increasingly important to address. A recent report by the World Economic Forum highlights the need for ethical guidelines and regulations to govern the development and use of AI. It emphasises the importance of human oversight and accountability in AI systems...
September 20, 2024

The Rise of the AI Workforce

A recent study by McKinsey Global Institute estimates that by 2030, automation could displace between 400 million to 800 million jobs worldwide. However, the same study also predicts that automation will create new jobs, particularly in areas such as data analysis, software development, and artificial intelligence itself. In Malaysia, the government has been actively promoting the adoption of AI and automation to boost productivity and competitiveness. Initiatives such as the National AI Framework aim to foster innovation and talent development in this field...
September 4, 2024

Artificial Intelligence: The New Frontier for Business

AI-powered chatbots are transforming customer service by handling up to 85% of customer inquiries, freeing up human agents to focus on complex issues. This not only improves efficiency but also enhances customer satisfaction...
August 23, 2024

Malaysia’s Path to Growth: The Big Data Boom

Globally, the big data landscape is undergoing rapid transformation. According to a report by IDC, the global big data market is projected to reach $103 billion by 2027. This exponential growth underscores the increasing recognition of data as a strategic asset
August 9, 2024

Mandrill Tech: A Malaysian Growth Catalyst

News Hub Asia is highlighting Mandrill Tech, a Malaysian company at the forefront of sustainable business growth. The firm’s strategic alignment with two burgeoning markets—ESG compliance and Big Data analytics—makes it a compelling news subject. Mandrill Tech’s AI-powered platform, Lestar ESG, simplifies the complex world of environmental, social, and governance […]
August 2, 2024

Mandrill Tech Soars with Golden Bull Award

Kuala Lumpur, Malaysia – In a glittering ceremony that celebrated the pinnacle of entrepreneurial excellence, Mandrill Tech, a leading AI solutions provider, emerged triumphant as the recipient of the prestigious Golden Bull Award 2024 for the Outstanding SME category. The award, a testament to the company’s exceptional growth and innovation, […]
May 15, 2024

ESG Reporting Software: Convenience in Sustainable KPI Tracking

In today’s competitive business landscape, environmental, social, and governance (ESG) considerations have become increasingly core to corporate strategy.  By systematically tracking and reporting ESG metrics, companies can not only augment transparency and accountability but also identify areas for positive change across their operations. Thereby, demonstrating their commitment to sustainability and […]
May 15, 2024

Leverage Big Data Analytics Services for Business Decision Making

Data reigns supreme today as a potent force driving organisational success. Amidst the deluge of information lies the immense potential for informed decision-making and strategic insights. Therefore, enterprises that seek to harness the power of big data analytics gain a competitive edge.  Furthermore, the ability to leverage data-driven insights cultivates […]