Get Started with Watchful
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Turn calories into compute. Programmatically label data sets by writing heuristic functions called "hinters"
Watchful learns from your data and actions, and suggests new hinters to try based on its understanding of your task
The output of Watchful is a rich, confidence-weighted training data set that works with any modern machine learning framework
We built Watchful because taking models from prototype to production is painful. Exploring data, injecting domain expertise, and building high quality training sets shouldn’t be something data scientists dread.
Human in the loop
Fun & Fast
Continuous Labeling
Built to handle sensitive data in sensitive environments. Tackle projects that were deemed impossible due to regulatory and compliance issues in acquiring the data
Software that will run and scale to meet your needs
Consistent execution regardless of the environment
Fight bias in modeling pipelines by injecting domain expertise programmatically. If you discover issues or drift, simply edit functions instead of relabeling by hand.
Investigate fuzzy boundaries between classes, find high-confidence examples, and sift through your data quickly by using our comprehensive query interface.
Immediately understand what’s working and what isn’t by using Watchful’s interactive charts.
