Shaip Blog
Know the latest insights and solutions that drive Artificial Intelligence & Machine Learning Technologies.
How End-to-End Training Data Service Providers Transform Your AI Projects
In the rapidly evolving world of Artificial Intelligence (AI), training data is the foundation on which all innovations are built. Without high-quality, well-structured datasets, even
Human-in-the-Loop: How Human Expertise Enhances Generative AI
Generative AI has revolutionized content creation, data analysis, and decision-making processes. However, without human oversight, these systems can produce errors, biases, or unethical outcomes. Enter
How to Improve AI Data Quality & Maximize Model Accuracy
Artificial Intelligence (AI) has evolved from a futuristic concept into an integral part of modern life, powering innovations across industries. However, the foundation of every
What an AI Training Data Collection Partner Does for AI: Accuracy, Fairness & Compliance
In the context of artificial intelligence (AI), information is the building block used for training and operating models. The diversity, quality, and pertinence of data
Grounding AI: Towards Intelligent, Stable Language Models
Introduction to Grounding in Artificial Intelligence In the fast-changing landscape of artificial intelligence, Large Language Models (LLMs) have become powerful tools that generate human-like text.
Data Annotation Techniques For The Most Common AI Use Cases In Healthcare
The role of data annotation in healthcare AI is pivotal. High-quality data labeling and annotation directly impact the accuracy of AI training data and the
Data Annotation Done Right: A Guide to Accuracy and Vendor Selection
A robust AI-based solution is built on data – not just any data but high-quality, accurately annotated data. Only the best and most refined data
Ambient Scribes in Healthcare: Rising with AI
Transforming Clinical Documentation Through Intelligent, AI-Powered Scribe Technology! The medical and healthcare industry is rapidly embracing digital transformation, with artificial intelligence at its forefront. One
Conversational AI Data Collection and Best Practices for Business Growth
Conversational AI, powered by advanced technologies like natural language processing (NLP) and machine learning (ML), has revolutionized how businesses interact with customers. From chatbots and
De-identification in Healthcare: Meeting HIPAA Standards in 2025
In today’s digital-first healthcare landscape, protecting sensitive patient information is no longer just a regulatory requirement—it’s a moral obligation. With healthcare data becoming the backbone
Large Language Models In Healthcare: Breakthroughs & Challenges
Why do we – as a human civilization – need to nurture scientific competencies and foster R&D-driven innovation? Can’t conventional techniques and approaches be followed
Transforming Healthcare with Generative AI: Key Benefits & Applications
The healthcare industry has always been at the forefront of technological innovation, from the invention of pacemakers and X-rays to the adoption of electronic health
How Speech-to-Text Transforms Medical Transcription
AI-Powered Speech-to-Text is Redefining Healthcare Documentation with Real-Time Accuracy and Automation. Medical transcription has evolved significantly—from handwritten notes to automated, voice-enabled documentation. The implementation of
How Human-in-the-Loop Systems Enhance AI Accuracy, Fairness, and Trust
Artificial Intelligence (AI) continues to transform industries with its speed, relevance, and accuracy. However, despite impressive capabilities, AI systems often face a critical challenge known
Building Inclusive AI for India: Shaip’s Role in Project Vaani
In a country as culturally diverse and linguistically rich as India, building inclusive AI begins with collecting representative, high-quality datasets. That’s the vision behind Project
AI-Powered Telemedicine: Use Cases, Benefits, and Real-World Challenges
We are no longer living in the era where we had to visit doctors for basic checkups and continuous monitoring, all thanks to AI. While
Golden Datasets: The Foundation of Reliable AI Systems
The golden datasets in AI refer to the purest and highest quality datasets that you can get to train your AI system. Being the highest
What is Voice Recognition: Why You Need it, Use Cases, Examples & Advantages
Market Size: In less than 20 years, voice recognition technology has grown phenomenally. But what does the future hold? In 2020, the global voice recognition technology
The Importance of Doctor-Patient Conversations in Healthcare
We know that proper communication between a doctor and a patient can reduce diagnosis delays by 30% and improve treatment adherence rates by up to
6 Key Strategies to Simplify AI Data Collection and Optimize Model Performance
The evolving AI market presents tremendous opportunities for businesses eager to develop AI-powered applications. However, building successful AI models requires complex algorithms trained on high-quality
What is AI Image Recognition? How It Works & Examples
Human beings have the innate ability to distinguish and precisely identify objects, people, animals, and places from photographs. However, computers don’t come with the capability
What is Synthetic Data in AI? Benefits, Use Cases, Challenges, and Applications
In the evolving world of artificial intelligence (AI) and machine learning (ML), data serves as the fuel powering innovation. However, acquiring high-quality, real-world data can
What is Named Entity Recognition (NER) – Example, Use Cases, Benefits & Challenges
Every time we hear a word or read a text, we have the natural ability to identify and categorize the word into people, place, location,
What is NLP? How it Works, Benefits, Challenges, Examples
Discover our NLP infographic: Learn how it works, explore benefits, challenges, market growth, use cases, and future trends in Natural Language Processing.
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