Snorkel

Snorkel Flow is the data-centric AI platform: it uses programmatic labeling to build and deploy specialized models up to 100x faster than traditional manual annotation.

Snorkel AI (a Stanford AI Lab spin-out) pioneered programmatic data development. Their platform, Snorkel Flow, eliminates the manual labeling bottleneck, letting subject matter experts write rules for automatic, high-quality dataset creation. This data-centric approach accelerates AI deployment by a factor of 100x: it’s how Fortune 500 enterprises (Wells Fargo, BNY Mellon) and government agencies (DARPA) rapidly build and refine specialized, production-grade models from their unique, proprietary data.

https://snorkel.ai/