Hugo Inc. Achieves High Accuracy in XR Workflow Annotation Program

Hugo Inc. has completed a significant and comprehensive annotation and evaluation program that has spanned eight different XR (Extended Reality) workflows. This program involved the creation of approximately 3.49 million annotations, achieving a remarkable accuracy rate of 93.4%. The program was designed to support AI systems that are built for realistic XR avatars, a field that presents a variety of distinct evaluation challenges, including motion, audio clarity, facial expressions, eye tracking, segmentation, and stylized human anatomy.

The program's success was attributed to the involvement of more than 180 AI evaluation specialists, who worked collaboratively across the program. These specialists were supported by detailed workflow-specific guidelines, comprehensive training, and daily quality reviews. The tasks that these specialists undertook were diverse and intricate, including trajectory and motion evaluation, video tagging, skeletal-mesh evaluation, acoustic evaluation, segmentation, and OCT whole-eye evaluation.

The program's outcomes were impressive, with 3.49 million annotations delivered across eight workflows, achieving an accuracy rate of 93.4% against a target of 85%. Additionally, the program demonstrated a high level of utilization, with 85.3% of the target being met. The average handling time for tasks was 1,289 seconds, which was 34.7% less than the target of 1,974 seconds.

Hugo Inc. will be presenting at an event in the Bay Area, where it will discuss the operational systems behind high-reliability AI evaluation. This event is scheduled to take place on September 29, 2026, and will be co-hosted with Frontier Labs. The event is expected to bring together engineering leaders, GenAI researchers, and AI leads, all of whom will engage in discussions centered around AI operations, human evaluation, and the infrastructure required to support increasingly sophisticated AI systems.

Hugo Inc. is a leading provider of customer experience and operations services, including Customer Experience, Back Office Support, Trust & Safety, and AI Operations. The company's workforce, which consists of more than 4,500 people across five countries, plays a crucial role in helping leading organizations scale high-quality operations through a combination of exceptional talent, operational expertise, and innovative technology. Hugo Inc. was recognized as one of the fastest-growing customer-service BPO companies worldwide for the third consecutive year in 2026.