ML Safety Server works alongside your model server to track production inferences and test production models. We help validate your system beyond the training phase, when deployment quirks and real data can produce unexpected results.

Works with any model server

Safety Server works with modern inference servers that use REST or GRPC interfaces

Simple integration

Integrating with Safety Server is as simple as changing a few lines of code

Automatic analytics

Track, organize, and sort all inference requests and results on a rich dashboard

Automated dataset building

Record and download real production datasets for training and testing

Test data generation

Generate synthetic and adversarial data for blackbox tests

Know when things go wrong

Get alerts when the model server is not behaving as expected

To find our more about TinyData's ML Safety Server, please contact us.