The iMerit Blog
From casual to cultured, the iMerit blog tackles a wide array of topics related to security, expertise, and flexibility in the Artificial Intelligence and Machine Learning data-enrichment marketplace.
Feb 6, 2025
Adapting DMS Technology to Handle Unstructured Traffic and Diverse Behavior
Discover how Driver Monitoring Systems (DMS) enhance road safety in India by detecting driver fatigue, distraction, and drowsiness. Learn about AI-powered DMS, its adoption challenges, and its impact on unstructured traffic.
Apr 22, 2025
The Rise of Agentic AI: Why Human-in-the-Loop Still Matters
Explore how human-in-the-loop systems enhance agentic AI with oversight, quality control, and scalable data pipelines powered by iMerit’s Ango Hub. Learn how automation and expert review come together to ensure safe, aligned, and high-performance AI operations.
Apr 21, 2025
How AI and Connectivity Are Transforming In-Car Infotainment
"AI and connectivity are transforming in-car infotainment with personalized user experiences, in-cabin monitoring, and real-time insights—powered by high-quality data pipelines that ensure accuracy, context-awareness, and scalable deployment for automotive innovation.”
Apr 15, 2025
Leveraging Consensus Logic and Escalations to Improve RLHF
Reinforcement Learning from Human Feedback (RLHF) is a powerful way to train AI systems. It uses human input to guide
Apr 14, 2025
Chain-of-Thought Reasoning vs. Chain-of-Draft Reasoning
How do AI systems think through a task? How do they refine an answer? What if the best solution doesn’t
Mar 27, 2025
Chain-of-Thought Reasoning: Enhancing AI’s Logical Thinking
Chain-of-thought (CoT) reasoning improves AI transparency, problem-solving, and decision-making by breaking down complex tasks into logical steps. Learn how CoT enhances AI explainability, reduces hallucinations, and boosts accuracy in applications like healthcare, finance, and autonomous systems.
Mar 27, 2025
Expertise: The Best Way to Power Your AI
AI is only as powerful as the experts behind it. Learn how iMerit’s Scholars program combines deep domain knowledge, precision, and a people-first approach to train cutting-edge AI models for healthcare, autonomous vehicles, and more.
Mar 25, 2025
Tools and Automation Platforms for RLHF
Explore top RLHF tools & automation platforms—iMerit Ango Hub, Encord RLHF, Appen, and more. Discover how AI-driven automation optimizes human feedback for model training
Mar 20, 2025
Turning Raw Data into AI Insights with Snowflake and Ango Hub
Accelerate AI development with Snowflake and Ango Hub. Seamlessly integrate data storage, automated annotation, and human-in-the-loop workflows to create high-quality labeled datasets for production-grade AI models.
Mar 11, 2025
Reasoning in AI: Why It Matters for Fine-Tuning Your Model
Reasoning in AI is crucial for improving model accuracy, interpretability, and decision-making. Learn how logical reasoning—deductive, inductive, abductive, and causal, enhances AI fine-tuning, reduces hallucinations, and strengthens real-world applications in healthcare, autonomous systems, finance, and beyond.
Feb 27, 2025
Integrating Multimodal Annotation Tools and Human-in-the-loop for AI Workflows on Databricks
iMerit’s Ango Hub integrates with Databricks to simplify AI data workflows. With multimodal annotation tools, human-in-the-loop processes, and automation, teams can manage data labeling, model fine-tuning, and ML pipelines more efficiently.
Feb 21, 2025
Data Annotation for Ambient Scribe
Learn what ambient scribe is and the importance of data annotation for accurate clinical documentation and better contextual understanding.
Feb 7, 2025
Driving the Future: iMerit Established Automotive AI Hub in Coimbatore
iMerit launches its Automotive AI Center of Excellence in Coimbatore, strengthening its role in AI-driven data solutions. With Ango Hub at its core, the center accelerates innovation in autonomous mobility and multisensor fusion.
