Merlin by Encord

Merlin provides an agentic layer for Encord, streamlining the management of data infrastructure for development. Key features include: * Project setup from natural language prompts * On-demand metrics and coverage gap analysis * Identification and resolution of performance issues * Unified data infrastructure management through conversation This platform allows users to effortlessly manage the entire data lifecycle. From initial project build, Merlin can define label schemas, customize labeling interfaces, and set up review stages based on specific use cases, enabling instant project kickoff. It eliminates the need to start from a blank slate, accelerating development. Merlin also offers robust observation capabilities, providing instant insights into data status. Users can request key metrics and identify coverage gaps without manual analysis, ensuring a clear understanding of data quality at all times. Furthermore, it helps optimize project performance by highlighting issues that hinder model effectiveness. It points users to specific areas within Encord where data and workflows can be corrected. Built for developers and engineering teams, Merlin integrates with existing coding platforms like Claude and Codex, with more integrations like Slack planned. It simplifies complex data preparation and annotation processes, allowing teams to focus on improving system performance by getting the data right with minimal manual effort.