Overview

Abundant offers a human-in-the-loop platform that makes AI agents reliable in production by using an on-demand team of experts to intervene when AI encounters edge cases, especially in healthcare, legal, and finance. The AI handles routine tasks and, when stuck, calls the Human Intelligence API; a human completes the task and hands control back, with every interaction recorded to generate labeled data for continuous model improvement. Clients access a performance analytics dashboard to monitor these interventions. By combining dedicated human oversight with automatic data generation, Abundant aims to boost AI accuracy and task success for advanced AI labs, startups, and enterprises building multimodal agent-powered systems.