Blogs

GenAI Is Evolving Fast — Why Human-in-the-Loop (HITL) Support Is More Critical Than Ever

Generative AI is in its most explosive phase yet—not just growing, but mutating. We’re no longer talking just about transformer models and text generation. In 2025, the GenAI world is buzzing with Mixture of Experts (MoE) models, self-rewarding agents, retrieval-augmented reasoning, and yes—even hybrid innovations like transfusion models. But amid all this buzz and breakthrough? […]

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Data Annotation and Labelling – How HITL Enhances Accuracy in AI Model Development

Artificial Intelligence (AI) is transforming industries at an unprecedented pace, but the accuracy of AI models heavily depends on the quality of data annotation and labelling. Poor data quality can severely compromise AI model performance, resulting in flawed predictions, biases, and operational failures. Recent Studies reveal that nearly 85% of AI projects fail due to […]

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NextWealth featured in Everest’s Impact Sourcing Market Report 2024

The 2024 Everest Group report highlights impact sourcing as a strategic talent model fostering inclusivity and business resilience. It emphasizes how firms like NextWealth are central to this ecosystem, offering scalable IT and AI/ML solutions while generating employment in underserved communities. By creating over 5,000 jobs across small towns, NextWealth exemplifies how social impact and […]

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Dr. Sridhar Mitta Receives Lifetime Achievement Award for Pioneering Technology, Innovation, and Entrepreneurship

Dr. Sridhar Mitta has been honored with the Lifetime Achievement Award for his five-decade-long contributions to India’s IT industry. From working on defense projects at ECIL to becoming Wipro’s first employee and CTO, he pioneered innovations like the "Lab on Hire" model. His ventures, including e4e Inc. and EnThink, connected Indian talent to global opportunities. […]

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NextWealth: Bridging the Urban-Rural Divide Through Impactful Technology

The genesis of NextWealth in 2010 stemmed from a desire to blend technological prowess with social good, creating opportunities in underserved regions. Dr. Mitta emphasized the strategic advantage of starting the Indian IT industry without legacy constraints, enabling the adoption of cutting-edge technologies and fostering partnerships. His motivation for NextWealth was rooted in leveraging his […]

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eCommerce Search Relevance: How to Improve Product Search for Higher Conversions

We live in a digital-first world, where the success and growth of an eCommerce business depends on how easily and quickly customers can find the right product. E-commerce product discovery is more complex than just listing items available in your store. It involves planning and enabling search experiences that match user intent. What you need […]

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Ghiblification Meets Human-in-the-Loop: The People Behind the Magic of Generative AI

Over the past few weeks, an unmistakable aesthetic has been sweeping across social media a soft, watercolor-infused world that feels like it belongs in a Studio Ghibli film. Ordinary photos are being reimagined by generative AI into dreamy, emotionally rich illustrations. It’s charming, whimsical, and immensely shareable. This “ghiblification” trend has become a viral celebration […]

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The Importance of Human-in-the-Loop (HITL) Annotation in AI Training

AI models are only as good as the data they learn from! constant—data quality matters. While automation is powerful, AI alone is not enough to ensure accurate and unbiased results. This is where Human-in-the-Loop (HITL) annotation comes in. By integrating human expertise with AI, HITL enhances accuracy, minimizes errors, ensuring ethical decision-making. Whether self-driving cars, […]

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The Role of Artificial Intelligence and Human-in-the-Loop in Fraud Detection

Introduction Fraud is an ever-evolving challenge in the digital age, costing businesses billions of dollars annually. As cybercriminals adopt sophisticated methods, traditional fraud detection systems struggle to keep up. This is where Artificial Intelligence (AI) comes into play, providing real-time fraud detection and proactive security measures. However, AI alone is not infallible. With years of […]

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AI and Human Expertise in Catalog Management: A Balanced Approach for eCommerce Success

According to The State of Personalization Report 2024, published by Twilio Segment, AI-driven personalization is a growing trend in eCommerce. 92% of businesses use Generative AI to drive success. Some common use cases include offering smart product recommendations, quicker product description generation, and improved search using images. eCommerce businesses, especially those dealing with thousands of […]

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AI Bias and Fairness: Strategies for Creating Inclusive Algorithms

Artificial Intelligence (AI) has become an integral part of modern society, revolutionizing industries from healthcare to finance and transforming how we live, work, and interact. From personalized recommendations on streaming platforms to predictive analytics in criminal justice, AI systems are increasingly making decisions that affect millions of lives. However, as AI technologies proliferate, so do […]

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Common Pitfalls of Applying AI in Real-Life Use Cases: Addressing Challenges with Human-in-the-Loop Solutions

AI has become a transformative force across industries, offering unprecedented opportunities to enhance efficiency, decision-making, and innovation. However, implementing AI in real-life scenarios is not without its challenges. From biased data to over-reliance on automation, the pitfalls of AI applications can have significant consequences. This article explores the common challenges faced in AI implementation, the […]

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HumAIn Approach: Collaboration in the Gen AI Loop

Generative AI’s (Gen AI) rapid rise in automation is closely tied to human expertise. While Gen AI is seen as the next frontier of productivity, it requires looping in human’s nuanced perspective for adaptability and diverse usability. Stanford University professor Melissa Valentine emphasizes that while Gen AI is fundamentally a data-driven language model, its potential […]

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Will AI Replace or Disrupt India’s KPO/BPO Models?

In the rapidly evolving technological landscape, AI is having an impact across various industries. One sector that stands on the brink of a significant transformation is India’s Knowledge Process Outsourcing (KPO) and Business Process Outsourcing (BPO) industry.  AI’s ability to streamline operations, reduce costs, and enhance service quality poses a critical question: Will AI replace […]

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Balancing Innovation and Responsibility: The Challenge of Ethical AI

The Rise of AI Across Industries Artificial Intelligence (AI) is revolutionising enterprises such as those in automotive, high-tech media, healthcare,  finance, retail, manufacturing, and so on, across the globe, driving unprecedented growth and efficiency. The AI market, valued at around $200 billion in 2023, is projected to soar to over $1.8 trillion by 2030 (1). […]

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