Case Studies

iMerit works with many of the world’s most innovative companies on data-driven projects. Learn more about the Artificial Intelligence and Machine Learning engagements iMerit has helped deploy.n-trained professionals—purpose-built for frontier model development and high-complexity, regulated use cases.

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High-Precision Lane Markings at Scale for Autonomous Trucks
MOBILITY
Boosting autonomous truck safety with precise, scalable lane marking powered by expert annotators and custom tooling.
Accelerating 3D Sensor Fusion
MOBILITY
Discover how iMerit leveraged smart tools and automation to accelerate high-quality 3D sensor fusion annotations for a leading automotive technology company.
Advancing Vehicle Damage Detection With High Precision
MOBILITY
iMerit enabled real-time AI inspection at scale through expert annotation, edge case handling, and adaptive workflows.
Header-Image_Accelerating-HD-Mapping-Through-Tool-Innovation
MOBILITY
Leading autonomous vehicle company accelerated their HD mapping through process automation, tool innovation, and expert data annotation to achieve scalable results without team expansion.
Hero-Image_Math_Chain_of_Thought_Reasoning
TECH
Original corpus of 1,000 Chain of Thought math problems, including step-wise corrections and annotation, intersecting 60+ disparate subdomains of formal and applied mathematics.
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HEALTHCARE
A global healthcare technology company partnered with iMerit to apply supervised fine-tuning (SFT) to a vision-language transformer model designed for generating clinically accurate reports from radiologic images. The objective was to improve model output reliability using expert-reviewed and scored medical data.
Feature-Image_Fine-Tuning-Multimodal-GenAI-Business-Intelligence-Platform
TECH
Top cloud computing company consulted iMerit to augment and improve their LLM-powered business intelligence platform.
RLHF--header
TECH
Leading professional social network partners with iMerit to source relevant expertise capable of evaluating and ranking AI-powered co-pilot conversations.
Feature-Image_Improving-Retrieval-Augmented-Generation-Healthcare-Chatbot
HEALTHCARE
To improve the precision of its medical chatbot, this US technology company consulted iMerit on how to utilize and implement a new medical dataset to ensure accurate medical advice for users.

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