Machine Teaching for the Next Generation of AI
Build and deploy better AI, faster with Watchful’s Machine Teaching Solution. Rapidly explore datasets, label them programmatically, enrich datasets with knowledge from Large Language Models (LLMs), and even fine-tune foundation models.
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Build better, more reliable machine learning applications with Watchful’s Data-Centric approach
Give any user within your organization the ability to use Watchful on their local machine or in a remote environment
Connecting to the Watchful Hub enables organization-wide collaboration, or work can remain on a local machine.
Connect Watchful Hub to any cloud object storage infrastructure to import and export data as well as create a communication layer for your MLOps pipelines.
Automate your machine learning iteration to keep your models up-to-date.
Watchful’s easy-to-use machine teaching solution gives you the needed control to quickly create better datasets.
Explore
Explore your data with Watchful's robust querying language; review results fast and in real-time.
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Define
Quickly define noisy hinters that capture your domain knowledge. Use LLM prompts, other model inferences, complex functions, or even simple keywords, and let Watchful learn to separate noise from signal.
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Use Watchful to quickly identify new heuristics that could be created or the most impactful data to fine-tune your own foundation models like GPT-4 or Dolly.
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Validate
Watchful will show you interactive results in real-time so you can iterate quickly and confidently.
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Watchful for Any Industry
Use Watchful for manufacturing, retail, finance, life sciences, and more.
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“Watchful is the cost of a low-level analyst; eliminates or substantially reduces the need and resources for hand-labeling, QA, model development and maintenance, and ML ops; and we couldn’t afford nor access Watchful’s level of expertise otherwise.”
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