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Workforce Management

Establish and operate fully transparent annotation workflows

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Management features

Task assignment

Distribute annotation tasks and assignments among project contributors and teams, using timeline calculations and automatic productivity matrices


Task Assignment
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Workforce analytics

Optimize annotation workforce productivity, with granular data collected for every click of every annotator. See time spent per each dataset, label and action


Our expert advice

Having worked with millions of data items, we have first-hand knowledge of why logical and comprehensive workflows are crucial for data preparation processes. Here are a number of reasons:

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real-time communication

Providing feedback and task updates to annotators during the labeling process can prevent recurring mistakes and save significant resources

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Instant workflow transparency, particularly of productivity and accuracy stats, help managers improve data preparation processes in real-time

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Smarter data architecture

Manually managing data via folders quickly becomes messy, creating unnecessary item duplication. Orderly data access and architecture are critical for ML development

Powering vision AI across industries


Powering real-time communication between managers and annotation workforce in retail, bringing applications to production in cashierless stores, warehouses, waste management facilities and more

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Drones & Aerial Imagery

Helping labeling teams in the remote sensing space gain better control of their data preparation processes, for higher accuracy in visual inspections, object tracking, land surveying, safety monitoring, etc.

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Enabling robots to perform a growing scope of industrial and domestic applications, by supplying data preparation teams with optimized workflows for machine vision development, training and deployment

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Autonomous Vehicles

Pushing forward the evolution of autonomous vehicles and smart mobility systems, with real-time feedback surrounding dataset accuracy, labeling efficiency and workforce performance

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Precision Agriculture

Advancing vision applications that monitor crops, livestock, and aquaculture health, by optimizing annotation workflows for minimal manual intervention and maximum data accuracy

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Media & Content

Enabling developers of sports analysis, content moderation, or image enhancement applications gain full transparency into the productivity and quality of their data preparation teams

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Explore more of our platform

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Manage, collaborate, distribute and utilize your data operations, all integrated seamlessly and managed via single point of access.

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Build custom automation pipelines within our serverless environment, to reach production faster and scale indefinitely.

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