Blog on Data Science, AI, Machine Learning & Big Data

In today's rapidly evolving world of Artificial Intelligence (AI), the need for autonomous, intelligent, and adaptable systems is greater than ever. Whether it's powering virtual assistants, coordinating robotic fleets, or…

If you’ve ever tried to extract meaningful data from PDFs—especially ones filled with complex layouts, tables, charts, and forms—you’ve probably hit the limitations of traditional OCR. While Optical Character Recognition…

Imagine asking your AI support agent about your pending refund—and it confidently tells you it's already been processed when it hasn't. These misleading responses, also known as AI Hallucinations in CX,…

In today’s AI-driven world, search capabilities have evolved far beyond traditional keyword-based methods. Semantic Search in Generative AI plays a pivotal role in this evolution, helping machines understand language beyond…

The evolution of artificial intelligence (AI) is reshaping industries across the globe, and software testing is no exception. Multi AI Agents are at the forefront of this transformation, enabling organizations…

Large Language Models (LLMs) are revolutionizing the artificial intelligence (AI) landscape, reshaping how enterprises interact with data, automate workflows, and improve decision-making. As AI adoption accelerates, LLMs are at the…

AI agents are revolutionizing industries by automating complex, repetitive tasks, enhancing efficiency, reducing costs, and improving customer experiences. Businesses across various sectors are integrating AI-driven solutions into their workflows to…

As enterprises increasingly adopt Generative AI (GenAI) for critical business applications, ensuring the trustworthiness and accuracy of generated content has become paramount. Standard Large Language Models (LLMs) excel at generating…

AI Agents are transforming business operations by enabling intelligent systems to autonomously perform tasks, make decisions, and adapt dynamically. With the power of Multi-Agent AI, businesses can now deploy multiple…

Agentic AI is revolutionizing industries by enabling intelligent agents to automate decision-making, reasoning, and self-improvement. From finance and healthcare to manufacturing and marketing, AI-driven agents are transforming business operations, optimizing…

We are staying at a time when AI is not just improving – it is completely changing our way of working and interacting. One of the biggest successes in this…

Agentic AI is transforming the landscape of artificial intelligence (AI), enabling businesses to harness autonomous AI agents that analyze data, set goals, and make decisions with minimal human oversight. Unlike…

As artificial intelligence (AI) advances, its influence is transforming industries by streamlining workflows, optimizing processes, and unlocking creative potential. One area where AI’s impact is especially notable is in low-code…

Diagnostic imaging plays an essential role in identifying, monitoring, and managing diseases across various fields, from oncology to neurology. High-quality imaging is critical, as it influences diagnostic accuracy and treatment…

Search engines have long been our go-to tools for finding information online. Most traditional search engines rely on matching the exact words you type with the content they've indexed. This…

Organizations today face the challenge of managing vast amounts of Personally Identifiable Information (PII) scattered across structured, semi-structured, and unstructured formats. With emails, documents, databases, and logs all containing sensitive…

The pursuit of efficiency is paramount in logistics. Every mile saved, every minute shaved off a delivery route translates to reduced costs, enhanced customer satisfaction, and a competitive edge in…

In today’s digital landscape, Conversational AI is revolutionizing the way we interact with technology, offering users a seamless and intuitive experience. Its integration into our lives offers a seamless and…

Businesses are awakening to the transformative power of integrating various artificial intelligence (AI) technologies into a cohesive ecosystem. The integration of AI technologies is no longer a luxury but a…

We are thrilled to announce that Soulpage IT Solutions, a leading AI/ML startup, is entering into a collaboration with DRDO Young Scientist Laboratory – Smart Materials to accelerate Materials Design…

As the world delves deeper into the transformative realm of generative AI, the utilization of language model-powered chatbots and transition models is rapidly expanding. This surge of interest has prompted…

The popularity of language models in generative AI is on the rise due to their exceptional ability to generate text that is comparable to human-written content. These models have been…

The adoption of artificial intelligence (AI) has been growing at an unprecedented rate. Growth will be primarily in non-internet sectors such as manufacturing, agriculture, energy, logistics, and education, according to…

The insurance industry has always been data-driven, but with the rise of advanced technologies, the way insurers handle and process data is undergoing a significant transformation. Intelligent data processing (IDP)…

Video Analytics for Retail offer countless solutions, it can be used for counting customer footfalls, understanding demographics of shopper traffic, creating heat maps to understand the performance of aisle and…

AI for wealth management is becoming more popular with wealth managers every day. According to Accenture’s recent survey, it is stated that most wealth managers are seeking AI assistance in…

The power of RPA in manufacturing industries is often overlooked compared to other sectors like banking, finance, retail, etc. Automation of nonphysical core processes can unlock the full potential of…

Intelligent video analytics powered by AI has become one of the disruptive technology that every investor is looking to embrace. The key adopters of this technology are both companies seeking…

Federated Learning is simply collaborative Machine Learning without centralizing data. Whereas standard Machine Learning approaches require centralizing the training data on one machine or a data center. Federated Learning is…

In today’s world, artificial intelligence is everywhere. It can be found in self-driving cars, smart digital assistants, and smart devices that can recognize objects and actions. But this technology doesn’t…

Data is the oxygen to modern technology. Processing the right data and getting important information from it is the most challenging part. Limited access to data, availability, and reliability always…

The Future Is Now. Artificial intelligence and the emergence of intelligent technologies have raised the expectations of how AI can revolutionize the scientific discovery of materials and their design applications…

Image segmentation has changed the way machines perform vision-based tasks. For instance, a few years ago, it was impossible for machines to identify objects and make predictive-based decisions. But the…

Machine Learning in GIS procures the growing needs for the collection, processing, management, and efficient use of reliable spatial information. This growing demand is caused due to businesses, governments, and…

Robotic Process Automation (RPA), Intelligent Automation, and Hyperautomaton often cause confusion, when it comes to choosing the best automaton software solution before starting your digital transformation journey. Some companies end…

Robotic process automation is a software automation technology that anyone can use for automating business processes. Unlike other technologies, RPA provides a massive advantage for organizations to close the gaps…

As many applications of machine learning are mainly focused on solving the challenges associated with profitability needs, competition with other firms, and demands of financial regulations. Integration of technology advancements…

Sentiment analysis or opinion mining is one of the trending concepts associated with NLP. The ability of this application to identify the emotional tone behind a body of text has…

Most organizations have spent years implementing robust applications stressing accountable management leading towards strong safety and employees’ health. Predictive safety analytics will be an end-to-end desired solution for these organizations…

Businesses still looking for effective ways to keep their customers happy should rethink their customer engagement processes and after-sales support. Artificial Intelligence is everywhere nowadays, and for companies who know…

AI (Artificial Intelligence) has always been a pioneer for numerous businesses to create a better or sustainable value. However, businesses across the globe are still using AI in a shortage…

Hyderabad, Telangana -Sep 02, 2021, Soulpage IT Solutions today announced it has joined NVIDIA Inception, a program designed to nurture startups revolutionizing industries with advancements in AI and data sciences.…

Telangana state innovation cell, Department of ITE&C (Information Technology, Electronics, and Communication Department) has certified that Soulpage IT Solutions Private Limited is a recognized startup and will be awarded all the facilities…

We are excited to announce that Soulpage IT Solutions has been recently accepted into the AWS Activate program for startups. With a constantly increasing number of businesses migrating towards the…

Tax exemption is a relief for startup companies like Soulpage IT Solutions to primarily focus on the business operations and meet our working capital requirements during the initial years of…

We are glad to announce that Soulpage IT Solutions joins Microsoft for the startup’s program. Microsoft for startups is an initiative from Microsoft global to accelerate the growth of startups…

AI is widely integrated across multiple advertising channels, and still, it gets mostly unnoticed. Due to less awareness among marketers about the technologies that can potentially scale automation and personalization…

Operationalizing IT has been a major concern for organizations considering integrating and leveraging Digital Transformation technologies. And by harnessing the power of DataOps, AIOps, and MLOps businesses around the world…

AI in fleet management is slowly changing how a fleet operates and communicates to improve safety, productivity, and cost efficiency. AI is popularly known for its promise to accelerate digital…

The past two and half years have been one of the most difficult times for the businesses that operate and allocate IT resources for production. Subsequent lockdowns and global pandemic…

“Artificial Intelligence is good at describing the world as it is today with all of its biases, but it does not know the world should be.” – JOANNE CHEN In…

Industrial AI is a key to unlocking the true potential of cognitive solutions to optimize costs and lead the business to experience robust productivity growth. The recent advancements in research…

Predictive maintenance of ATMs reconstructs the operational cycle to create additional value for banks. How- the answer lies in the difference between the decisions we make when we can anticipate…

Conversational AI is one of the biggest disruptors ever employed to change customer service architectures. The rise of the digital age and subsequent lockdowns due to the global pandemic has…

Location intelligence is one of the recent technological advancements in the data and intelligence field. It is a method of driving insights from location data to answer spatial questions. The…

Data is the key to a digital transformation. And being data-driven organizations is the future of businesses that are rooted in digital transformation. According to Gartner’s research by the end…

Smartphones became an integral part of our lives. Thanks to Artificial Intelligence (AI), Machine Learning, NLP, and similar to these advanced technologies are making mobile technology ever-developing and advancing to…

Artificial Intelligence (AI) has been around since 1950. But the growth it has experienced in the one decade makes it a technology trend that every enterprise is looking forward to.…

With ever-changing business dynamics and strategies towards employee engagement and motivation, it is increasingly important for organizations to understand the role of analytics. Performing HR analytics not only improves the…

Recommendation engines for OTT platforms are not a new concept. There are extensive classes of web applications that use recommendation engines today. And the number is growing at a scale.…

AI for Social Media, in the past decade, has transformed what is marketing on social media platforms for businesses across the globe. How we connect and react to different social…

Visual inspection in manufacturing takes over the mundane and complex tasks; (like inspection of internal and external assessments of equipment, including storage tanks, pressure vessels, and more). Automating visual inspection…

Advanced analytics has been a prominent tool for businesses to escalate to analyze humongous volumes of data to extract incisive insights. Analytics is an immense field with many subfields, so…

Do you know cognitive operating models can help businesses in leveraging state-of-art technologies in decoding the most agile methodologies to scale outcomes? Businesses today are more focused on harnessing their…

Understanding and leveraging different types of data analytics provides unique value to a business and improves organization-level operational capabilities respectively. In fact, what distinguishes the best data scientist or data…

Data visualization in big data is changing the way analysts work with the data from analyzing data opportunities and delivering incisive insights. With the rapid increase in data, there’s potential…

Leveraging CRM Automation revitalizing business capabilities over the past few years to achieve the utmost filtration in marketing and sales funnels to channel and retain their customers. More information, communication,…

The evolution of artificial intelligence and machine learning applications in FinTech (financial technology) has the potential to transform the financial industry at a pace. As modern technology advances, it strengthens…

AI integrated Assistive technology is expected to generate $26 billion by 2024. According to the statistics published by the world bank, all around the world, there are 1 billion people…

The evolution of telehealth or telemedicine from consulting patients through video communication to managing patients remotely by leveraging electronic data and broadcast communication technology is the wave of AI that…

Digitization is the future, and it’s the next wave that driving disruption in every sector. According to Capgemini’s recent research, governments can save $237 to $831 spent on energy generation…

Automated machine learning (AutoML) is emerging as one of the technology in the field of sports for analyzing the athlete's and organizer's data. After, the digital disruption sports industry becomes…

AI in LMS (Learner Management System) powers smart infrastructure to enhance the significance of eLearning in corporate and academic setups. The vital practice of AI is empowering not only user…

Digital documentation is one of the prominent areas where computer vision and artificial intelligence applications are encoding and transcription documents digitally. Automation of the documentation process will save time and…

The enormous advantages of AI have a prominent impact on video conferencing, webcasting, and live-streaming applications. Deemed growth of digital technology and the rapid evolution of digital platforms unfolded never-ending…

The central government, as part of its Make in India initiative, has come up with the Innovation Challenge in April, inviting software companies and developers to build an India-based video…

Deep learning for radiology has been a buzz in recent times. The successful applications of deep learning have renowned applications in every sector, and the same pertains to healthcare. In…

The vital practice of using electric vehicles (EVs) is surpassing the sales of traditional automakers building internal combustion engines. The projected growth of EVs is expected to occupy 51% of…

Effective Inventory management is a primary concern for many businesses. Poor inventory management causes inefficiencies in business operations because of the unavailability of real-time information. Poor inventory management may lead…

AI in medical imaging can identify COVID-19 presence based on chest CT scans with great accuracy. It is a known fact that more than two lakh people are deceased and…

Traditional Inventory management practices are deemed to have complications in managing daily tasks. Supply chain tracking to utilizing resources back at production is required pre-planned strategies to meet daily supply…

Video Conferencing with AI is becoming a key innovation in the communication sector. The video conference market is potentially growing, and it is expected to reach a CAGR of 9.9%…

The mounting applications of computer vision and machine vision are revitalizing the current work architecture. According to the market and markets report, the computer vision market is expected to rise…

The facial recognition market is expected to reach a value of 10.7 USD billion by 2025 as the combination of artificial intelligence and computer vision is transforming facial recognition beyond…

More than 200 countries around the world are battling COVID-19, and this pandemic situation is challenging the most sophisticated healthcare systems around the globe. AI and intelligent systems are providing…

Advancements in computer science are no longer a surprise. AI In Restaurants is surpassing many challenges and transforming restaurant business operations. AI is an umbrella with a broad range of…

AI in eHealth or digital health is the cornerstone of developed healthcare units. It is escalating at a rapid pace and the E-health business contributes to 41% of the healthcare…

Innovative use of digital technologies in energy, transportation, public, and health services can drive sustainable growth. And embedding these intelligent systems into the daily life ecosystem has the potential to…

NLP in Healthcare is exponentially growing. It is projected that it will grow from USD 1030 million to USD 2650 million by 2021 at a CAGR of 20.8%. And it…

AI in e-Governance has been a buzz since the United Nations called on its members to integrate intelligent applications and to enhance their governance procedures to act more closely to…

 Research and development is always been an integral part of new product development. Companies aim at developing the best products at the end of R&D so that they can add…

Geospatial technology is relatively one of the growing applications in the space of emerging technologies. Geospatial technology plays a vital role in our daily activities and is embedded in most…

AI in information technology (IT) aims to revitalize the growth of businesses dependent on information systems in the era of industry 4.0. And visions to turn information technology systems into intelligent…

Data science in trading applies artificial intelligence to rapidly adopt a range of evolving applications in finance. With the increasing use of cloud computing, the internet of things, blockchain systems,…

Scaling AI plays a prominent role in the disruption and transformation of organizations, institutions, and societies for a better cause. AI eruption brings risks and pitfalls along with positive impacts.…

The integration of big data technologies in the food and beverages industry can solve 90% of the problems. Despite industrial growth, emerging market trends, and evolving tech applications and their…

The hype of Machine Learning (ML) is revitalizing the chemical industry. The implications of AI and machine learning at the bottom line of the chemical business impacting the decisions of…

Digital disruption is at the core of every business and the data explosion has changed how modern business operates today. The eruption of new technologies has a powerful impact on…

Predictive analytics has been a buzz since the industries started exploring Big Data tools for extracting valuable insights. Data analytics has become the ultimate game-changer for a business. Businesses use…

Businesses are integrating automation technologies to enhance the existing systems to perform better operations and functions due to intensifying competition and squeezing revenues. In the wider picture, when businesses think…

Artificial Intelligence (AI), machine learning, and data intelligence technologies are promising the future of workplace transformation through empowering efficiency, prioritizing safety, and constraining time for better productivity.  The developing technology…

Data-driven AI is promising the future of retail by fulfilling the dream of retailers to become more customer-centric. As the retail sector is at the core of digital transformation, the…

Business Intelligence and modern analytics systems are the business tools and systems used by most business units for effective operations. Increasing business data and ever-changing complex business environments, need business…

Hospital bed management systems became a pivotal practice after the National Health Service’s statement rule on patient emergency trolly waiting hours. After an accident, inconvenient waiting hours in hospital waiting…

Why do we need a smart traffic management system? Most of the traffic management systems available today are not automated and prone to human errors. Traffic monitoring in many countries…

Text analytics, also known as text mining, defines the process of semi-automatically collecting, aggregating, segregating, and analyzing large volumes of unstructured data. By using statistical tech and industry expertise applications…

It is considered all over the world that 44% of the population between the mid-’30s and ’60s tend to suffer from dementia or Alzheimer’s.  A ‘Mild cognitive impairment – is a…

By using Big Data In Travel and Tourism, 20% of the industry is becoming bigger and stronger by manifesting the changes and the rest 80% are at loss due to…

Industry Applications of Reinforcement Learning have achieved impressive results over a diverse set of dynamic challenges faced by different industries. Its inherent complex structure and time consumption in design and…

Predictive marketing is a data science-enabled AI or machine learning model that forecasts the accurate performance of future campaigns based on historical data of campaign results. The digital explosion has transformed…

The digital transformation provided new thoughts on mall analytics by addressing the reason why people still visit malls.  After the significant growth in e-commerce, people moved far from traditional shopping.…

Deploying the IoT in the telecom industry changes the dynamics of communication between humans and devices. To offer better user interface telecom revolutionizing operations, services, supply chain, inventory, and network…

The digital disruption in multimedia and the extensive use of images and videos in the world wide web gave attention to the computer-enabled education system. The computer vision journey, from research…

Big Data in Media and Entertainment (M&E) helps to identify unrecognized hidden data patterns in data lakes. The exceptional applications of big data in media and entertainment can provide insights…

With the progress in industry architecture and complexity in the adaption of IoT system networks, the centralization of IoT networks becomes more expensive for the maintenance of cloud-based infrastructure. Most…

Smart Agriculture strengthening the future of  AI in the farming industry, according to Zion market research. The world population is expected to grow by 9 billion by 2050 and there…

Over the last few years, the usage of Big Data Analytics In Real Estate has changed the dynamics of how businesses operate both inside and outside of business environments. The…

Industry 4.0 aims at harnessing industrial data to drive better improvements and efficiencies to add across the value chain. The digital twin is the key tool that’s driving industry 4.0…

NLP in pharma is at the tip of the iceberg. with an evolving application of it, the pharma industry leveraging the growth of online data has opened up new opportunities…

Machine learning has a clear advantage over the legacy model practices, as from various applications, fraud detection, fraud prevention, and anomaly prediction are been the foremost successful applications. As cybercriminals…

Deep Learning industry applications have made headway in solving automatic recognition of patterns in data, which surpassed human beings. In the last five years, deep learning solved the limitations of…

The main objective of AI in the Supply Chain remains to be the management of inventory, from procurement to supplying the right product at the right time in the right…

The term AI (Artificial Intelligence) was first coined by John McCarthy in 1956 at a conference in the US. But, what does AI mean in the real sense? AI is…

Big Data Analytics influences smart transportation by enabling the movement of the internet of Electric Vehicles (EVs) to optimize EV charging. Plug-in EVs are the next disruptive market force in…

The retail sector is seeing a continual and phenomenal transformation over the last few years, all thanks to NLP technology. It changed (and is changing) the rules of customer engagement…

The concept of Data Analytics in Sports was caught by the wider public eye in the Hollywood movie called “Moneyball” (2011), where the protagonist used technology and real-time data to…

Machine learning in manufacturing is the best way for companies to derive new knowledge from historical manufacturing data. The technology enables digital systems to identify recurring patterns in data and…

Data Science in retail has become one of the most powerful technologies by providing fact-based data-driven insights. Data Science technologies help retailers in enhancing their marketing strategies, operations, and financial…

Machine Learning for the Healthcare industry relies massively on new technologies to increase and optimize its capabilities. Healthcare is a multi-trillion-dollar global industry, growing each year as average life expectancy…

The term Big Data refers to the large volumes of internal and external data that can be collected, stored, and analyzed to improve organizational operations. Big data offers a gold…

According to IDC’s Data Age 2025 Research, in 2025, the world is expected to be creating 175 zettabytes (175 trillion gigabytes) of data. With such huge volumes of data, it…

With more data flowing in from various sectors of businesses and industries, it becomes imperative to adopt new-age technologies, like Data Science can help you to store, analyze, and process…

Enterprise Chatbots or Virtual Assistants are computer programs that mimic human conversations with real people by using Artificial Intelligence(AI) and Natural Language Processing(NLP). Enterprises are spending more on Chatbot Development…

Using data science can improve your customer experience by creating an engaging customer experience, which is vital for any business.  Businesses are collecting and using data to improve the customer…

There are a number of key use cases of Big Data Analytics in the Oil & Gas industry that demonstrate the importance of new technologies and how they can help…

The importance of data science in the insurance industry is growing with an enormous amount of data that is being gathered from various sources like smartphones, government statistics, social media,…

IoT in Healthcare is facilitating machine-to-machine connectivity and opening up new possibilities in businesses and personal lives. One of the early adopters of technology in the healthcare industry and it…

As per a survey on Digital Signage in retail by SalonSense Media, “Over 60 percent of purchase decisions are made at the point of purchase, and around 30 percent of…

Data Analytics in Banking has evolved with the wave of the digital revolution, due to which there has been tremendous growth in the dynamics of how analytics and AI can…

Data Science on Airlines provides great opportunities to the Airlines Industry. The airplanes flying high in the skies are generating a trove of data on engine systems, fuel utility, weather,…

Industries faced with digital disruption and a radical shift in consumer behavior, enterprises are looking to boost operational efficiency and agility in solving business problems. For a business looking to…

Data Science in Healthcare can apply technologies like Big Data, Machine Learning, and AI to change the way data is managed, analyzed, and processed. Healthcare is one of the most…

Building a mobile app is easy. But building successful mobile app startups is not. There are hundreds of mobile app development companies in the market. And, you will surely find…

Enterprise Software Development has gone through a metamorphosis in the last few years. From being complex, clunky, and low on user experience, modern enterprise software is transformed today into cool,…