Detection management.
Orchestrate, organize, compare models—yours, Cinder's, and other 3rd party models.
Build your own models, bring one pre-built, or connect to a third-party.
Cinder makes detection optimization simple. Use existing models or build your own in moments in Cinder. Manage, fine-tune, and measure all of them side-by-side.


Benchmark and adjust on the fly.
Get precision, recall, and F1 scores in real-time when you benchmark your models in Cinder’s built-in QA module. Adjust decision thresholds with the click of a button.
Contextual workflows for your classifiers.
Run agentic classifiers inside workflows: search the web and enrich your data. Optimize detection for price and speed by running cheap, fast tools first, and then get more complex.

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