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.
Fine-Tuning Multimodal GenAI Business Intelligence Platform
Top cloud computing company consulted iMerit to augment and improve their LLM-powered business intelligence platform.
RLHF for AI Co-Pilot
Leading professional social network partners with iMerit to source relevant expertise capable of evaluating and ranking AI-powered co-pilot conversations.
Improving Retrieval-Augmented Generation For Healthcare Chatbot
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.
Fine-Tuning A 10 Language LLM
Conversational AI company needed training data to improve the safety and reliability of their large language model relative to specific regions, languages, and cultures.
GenAI for Automating Clinical Notes
This tech titan improved its large language model’s ability to summarize patient/doctor conversations and generate summaries for electronic health records.
Creating HD Maps for 10 Cities
This major AI company came to iMerit to implement a vision-language-action model to improve model explainability, decision-making transparency, and overall safety
Vision-Language-Action Model for Autonomous Mobility
This major AI company came to iMerit to implement a vision-language-action model to improve model explainability, decision-making transparency, and overall safety.
Evaluation And Categorization Of Text Summary Relevance
This professional social networking platform came to iMerit to enhance user engagement and search relevance across its customer-facing products.
Automation Platform For Traffic Light & Pedestrian Detection
This leading automotive supplier needed to improve the interpretive accuracy of its models when identifying traffic lights and vulnerable road users.
Optimizing User Experience for a Streaming Services Company with High-quality Data Enrichment
A global streaming service company, catering to millions of viewers worldwide and known for its diverse content repository, was looking to improve precision and relevance in content curation. The company approached iMerit to enhance its content knowledge graph module, which, in turn, would improve the platform's recommendation engine, ensuring that users receive tailored and targeted suggestions. The objective was to deliver more nuanced and insightful search results.
Improving Speaker Identification in Clinical Conversations
This major global software vendor needed help annotating patient and clinician conversations to improve the performance of its digital scribe.
Improving Model Output With RLHF
One of the leading technology companies in Asia is executing a groundbreaking Corpus Generation Project to build an LLM-powered AI chatbot that interacts like a ChatGPT-style bot while catering to the socio-linguistic and socio-cultural intricacies of the region.
Customer Feedback Analysis Through Entity Tagging And Sentiment Analysis
A global technology giant and leader in enterprise software and cloud computing solutions aimed to improve its understanding of customer sentiment and preferences. With millions of users worldwide, the company needed to generate valuable insights from its customer reviews to enhance product and service offerings.
De-Identifying Ultrasound Footage
Leading healthcare provider works with iMerit to de-identify and clean burn-in on 20,000 ultrasound videos through automation and human-in-the-loop verification for healthcare AI applications.
Sentiment Analysis And Behavior Detection For A Leading Analytics Platform
A workplace analytics platform plans to enhance its services by providing advanced content monitoring for workplace communication tools. The goal is to help organizations foster healthy, productive communication while mitigating risks associated with toxic or inappropriate interactions.
Top Online Travel Agency Utilizes iMerit’s Expertise To Enhance Review Categorization
iMerit collaborated with a leading travel agency, achieving a 98.5% data labeling accuracy to enhance review classification and analysis. Leveraging SMEs and NLP consultants, the iMerit team categorized labels into 38 distinct groups, resulting in faster scaling and precise analyses for actionable insights.
Utilization Management for Claims Processing
iMerit improved this healthcare insurance provider’s claims processing model using Ango Hub’s natural language processing and computer vision technology.
Improving Performance Of Compliance Detection and Automation Platform for a Healthcare AI Startup
Verbal, a Healthcare AI startup helping automate clinical notes, QA, and feedback, joined forces with iMerit to automate compliance detection and improve benefits verifications for agents of its healthcare call center client.
Regulatory Validation for Arthritis Diagnosis and Treatment
This well-funded startup relies on iMerit for regulatory-grade data sourcing, HIPAA-compliant data management, expert 3D radiological segmentation, and FDA benchmarking.
LiDAR & 3D Point Cloud Annotation for a Leading Autonomous Vehicle Company
A leading Autonomous Vehicle company was looking to build a highly-precise and reliable 3D perception system to support its self-driving technology. It required accurately interpreting information from multiple sensors, like navigation systems, vision modules, LiDAR, and radar for ground truth.
Computer Vision for Robotic Surgery
A top three medical device manufacture partners with iMerit to employ computer vision models that boost surgical safety.
Improved Ground Truth Accuracy for a Global Robotaxi Company
iMerit has been working with a leading Robotaxi company, with more than 1200 employees, to improve their ground truth data for improved safety and control of autonomous vehicles.
Content Moderation for a Leading US Game Publisher
Tackling moderation for user-generated content is tricky, especially on gaming sites or social platforms for gaming communities. Automated content moderation tools can detect toxicity to an extent but miss out on behaviors and are incapable of analyzing toxic intent. An effective AI-based in-game content moderation solution should be able to consider context, not just the content or words used.
Asset Inspection for Enel Group
Enel Group, a leading Italian electricity and gas company, works with iMerit for asset inspection of their 1.5 Million miles long electrical distribution network.
Digital Pathology For Cancer Diagnosis
This public health institution, responsible for biomedical and public health research, depends on iMerit to train pathology algorithms for improved cancer treatment.
AI For Remote Patient Monitoring
Top 3 database management company partners with iMerit to develop an AI-driven remote patient monitoring model.
Ultrasound For All Using AI
iMerit infused this medical device manufacturer’s mobile ultrasound technology with artificial intelligence so anyone could use it.
CrowdReason
Achieving Superior ML Performance
iMerit is CrowdReason’s trusted partner for improving machine learning performance and facilitating best practices in data management.
American Ancestors
American Ancestors leans on iMerit annotation services to transcribe & index huge volumes of sacramental records that help connect customers with their ancestry.
Getting
Started!
The need for speed in high-quality data annotation has never been greater. iMerit combines the best of predictive and automated annotation technology with world-class data annotation and subject matter experts to deliver the data you need to get to production, fast.
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