IMerit

iMerit operates as a data solutions company, specializing in providing high-quality data annotation and enrichment services essential for machine learning and artificial intelligence applications. The firm was established in 2012 by Radha Basu and Dipak Basu, with Padma Ravichander and Karthik Krishna Ravichander also listed as co-founders. Radha Basu, the company's CEO, brings a substantial background from her 20-year tenure at Hewlett-Packard, where she grew a software division into a $1.2 billion business, and later as CEO of Support.com, which she took public. This experience in scaling technology enterprises is foundational to iMerit's strategy. The company's genesis is closely tied to the Anudip Foundation, a non-profit co-founded by the Basus in 2007 to provide digital skills training to youth from marginalized communities. iMerit was formed to create employment opportunities for skilled individuals from this talent pool, embedding a social impact mission into its corporate framework.

The company's business model is centered on delivering expert human-in-the-loop data services. iMerit serves a diverse client base, including Fortune 500 companies, across sectors such as autonomous vehicles, medical AI, agricultural technology, geospatial services, and financial services. Revenue is generated by providing these data labeling and annotation services, which are critical for clients to develop and refine their AI algorithms. The firm has successfully raised $24.3 million in funding through several rounds, with a significant $20 million Series B round in 2019 led by British International Investment (formerly CDC Group). Other notable investors include the Omidyar Network, Khosla Impact, and the Michael & Susan Dell Foundation.

iMerit's service portfolio is comprehensive, covering computer vision, natural language processing (NLP), and content services. They handle various data types including images, video, audio, and LiDAR, providing annotations such as image segmentation, object detection, and sentiment analysis. A key offering is the Ango Hub platform, which integrates automation, annotation tools, and analytics to manage the entire data pipeline. The company also provides services for Generative AI, including supervised fine-tuning, Reinforcement Learning from Human Feedback (RLHF), and red teaming for foundation models. A unique aspect of their model is the use of a skilled workforce, with a significant percentage—over 50%—being women, many from underserved backgrounds, which distinguishes their operational approach.

Keywords: data annotation, data labeling, artificial intelligence services, machine learning solutions, computer vision, natural language processing, human-in-the-loop, AI training data, LiDAR annotation, RLHF, supervised fine-tuning, medical AI, autonomous vehicles, geospatial data, AI data solutions, content moderation, image segmentation, sentiment analysis, large language models, GenAI services, data enrichment, predictive AI, enterprise AI, data pipeline, AI model validation