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Censius
Censius

Censius

Meet Censius, a smart platform for AI observability and model monitoring. It's designed to help teams truly understand, assess, and improve how well their AI models work in the rea..
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Product Information

Description

Meet Censius, a smart platform for AI observability and model monitoring. It's designed to help teams truly understand, assess, and improve how well their AI models work in the real world. Censius gives you a full picture of all your production models, both structured and unstructured, making it easier to manage them proactively and ensure they're always performing optimally.

How to use

To use Censius, just follow these steps: First, integrate our SDK. You can use our Java & Python SDK or REST API to register your models, log their features, and capture predictions. Next, set up your monitors by choosing from various configurations to oversee your entire ML pipeline. Finally, analyze: you can investigate model drifts, pinpoint the reasons behind decisions, segment data into groups, get better visibility into model performance, build trust through explainability, and understand your business's ROI.

Useful cases

You can easily evaluate and compare different model versions, and keep an eye on your data quality and feature distribution. It helps you build trust by explaining model decisions and understanding the ROI of your ML models for the business. You can also analyze cohort performance for consistent decision-making, detect and investigate model drifts, get a full view of model performance, and even do a root cause analysis of why your models made certain choices.

Core features

  • With Censius, you can monitor generative AI, get automated troubleshooting and monitoring, improve model performance by keeping an eye on things and fixing staleness, and gain explainability for those tricky predictions. Plus, use Censius Analytics to really understand how your models are performing and what kind of impact they're having on your business.
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