Our automated preprocessing pipeline combines depth optimization, pose estimation, intelligent quality review, automatic annotation and format normalization. Early-stage cleaning and refinement produce standardized, high-quality data ready for annotation, reducing downstream costs and accelerating training.

Our production management system and detailed capture SOPs digitally connect task assignment, field capture, data verification, traceability and quality acceptance.
Standardized, consistent and fully traceable operations meet enterprise requirements for high-quality data delivery at scale.
Access to Diverse Real-World Scenes

Home and Everyday Living
Organizing, room cleaning and everyday cooking

Office
Document sorting, office supplies and meeting-room organization

Retail
Moving goods, restocking, arranging and cleaning shelves

Public Services
Library organization, airport and station guidance, and community assistance

Industry
Machine loading, inspection, rework and workstation maintenance

Hotels
Room turnaround, linen and laundry, dining and event support

Food Services
Cooking, serving, beverage and bakery preparation, and kitchen prep

Cleaning and Sanitation
Floor, surface and facility cleaning, waste and supply management
Our Capture Management App
An All-in-One Workspace for Collectors



Direct Device Control
Connect over Bluetooth or Wi-Fi, configure and control capture in one tap, and monitor progress in real time.
Traceable Work Orders
Manage work orders end to end, claim tasks and track capture progress at a glance.
Online Quality Review
Review footage as it is captured, receive immediate feedback and route issues directly to collectors.
An All-in-One Data Capture Platform
Integrated Systems End-to-End Digital Operations



Quality Assured. Delivered at Scale.
Six production modules, end-to-end SOPs, AI-assisted inspection and manual checks, with full traceability.
Task Management
Define tasks, schedules, scenes and acceptance criteria upfront.
People Management
Recruitment, training, certification, scheduling and performance review.
Device Management
Device records, calibration, allocation, monitoring and maintenance.
Capture Management
On-site workflows, progress tracking, exception handling and audit trails.
Quality Management
AI inspection, manual checks and closed-loop CAPA rework.
Delivery Management
Batches, formats, encryption, traceability and acceptance records.
Six Dimensions of Quality
Each dimension matters to training value and batch acceptance.
Accuracy
Accurate actions, objects, timing and labels.
Completeness
Complete task sequences and key states.
Consistency
Consistent execution across people and locations.
Synchronization
Temporal and spatial alignment across sensors.
Compliance
Traceable privacy, consent and security controls.
Coverage
Scene, object and action distributions meet project goals.
Flexible CollaborationBuilt Around Your Needs
Choose streamlined procurement or a tailored, end-to-end service.
