The Future of Data Labeling
Watchful is a modern and interactive solution that places the control of data labeling back into the hands of data scientists, machine learning practitioners, and subject matter experts.
Data-centric companies use Watchful to label data for AI at a speed and scale that would be impossible with legacy labeling solutions.
“Watchful makes it easy to have full control and confidence over labeling large datasets in a new, systematic way.”
Programmatic Data Labeling
Use Watchful to holistically explore, classify, annotate and validate the unique datasets that power today’s AI initiatives and business processes.
Data-Centric from the Ground Up
Place your “Experts-in-the-Loop” from the start of your dataset development.
Search by characteristics of the data, either inherent or latent/semantic.
Let Watchful recommend your next actions to automatically improve your labels by introducing new weak signals, or focusing your attention on particularly important parts of the data.
Control Your Data, Your Way
Completely self-hosted; Install our solution within any secure environment.
Integrate with any MLOps systems you may already be using.
Iterate on your data labeling processes in-house without needing to outsource/crowdsource the work.
An Interactive and Fully Guided Workflow
Let Watchful’s suggestion engine guide you to the most efficient path through your data.
View data quality metrics and validation in real-time before applying them to your ML model.
Watchful’s interactive labeling workflow gives you immediate feedback and suggestions to improve the quality of your dataset.
Data Labeling for All
Empower the right people within your internal organization to label data while efficiently using their time.
Hand Labeling Considered Harmful
Labeling training data is the one step in the data pipeline that has resisted automation, and evolution. It’s time to change that.
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The next generation of data labeling is now, with Watchful!
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