iMerit DataStudio connects the last mile of human-in-the-loop annotation with the agility, flexibility and transparency needed for mission-critical machine learning workflows. iMerit brings applied knowledge, annotation expertise, and annotation infrastructure to every project. Our end-to-end AI data solution, iMerit DataStudio, delivers high-quality data at scale. Rapid Team Scalability Experts-in-the-Loop Tool Inclusive Annotation Flexible Data Formats Objective Quality Metrics

iMerit’s Self-Serve API is the fastest and most direct way for teams to rapidly spin up and configure their iMerit projects. Once project creation is complete, our Solutions Architects and Delivery Leads schedule time with your teams to understand project outcomes and how we’ll work together to ensure those outcomes. Using the API gives you access to the following functionality: Creating your project details Linking your data to the project Creating class ontologies Assigning annotation types to each class Assigning users to your project Uploading additional detailed project instructions Retrieving project analytics Downloading completed data

GroundControl is your fastest path to resilient machine learning data workflows. Focus on your goals, and we’ll take over the rest. iMerit GroundControl is a gateway to our tooling ecosystem, scalable infrastructure and comprehensive annotation expertise. Gain complete control over your project’s design, edge case insights and workflow analytics to move fast toward your Machine Learning production goals. Our experienced teams: Know which tools and processes clients need to deliver the best outcome for their projects Evaluate the potential challenges, edge cases possibilities and workflows behind a project Leverage our partner ecosystem to secure the best tool for the project’s needs

With iMerit EdgeCase, we’ll find the edge cases in every dataset that automated models break down on, and work with you on the best way to handle these and similar cases going forward. Our clients realize the need for managing edge cases as their own annotation project. They understand that edge cases can make up a significant portion of data within a project, and they realize that edge cases are the most common reason for slow ML adoption within production settings. With iMerit EdgeCase, clients can: Gain visibility into edge case resolution View edge case insights and analytics Access a repository of edge cases for future projects

iMerit PeoplePlatform is a continuous integration and deployment infrastructure for scaling operations. The platform is critical to optimizing task workflows and skill-matching expert workforces to projects at hand. The workflow management solution designed for iMerit facilitates the entire project lifecycle. iMerit PeoplePlatform enables project scalability while maintaining the quality of skilled resources. It brings together multiple systems so that all project information can be tracked in a comprehensive, understandable, and accurate manner. iMerit PeoplePlatform is a proprietary tool that unifies: Access Control and Permissions Management Project Setup Project Workforce Skill Matching Dynamic Resource Allocation Workforce Time Tracking Tracking Real-Time Project Progress Monitoring Tool-Based Annotation Training Workforce Analytics & Insights Workforce Skilling and Assessment