Identify
Automatically monitor and identify issues before it’s too late.
Troubleshoot
Perform root-cause analysis to understand model anomalies.
Achieve
Better AI performance for the real-world today and the future.
AI Observability isn’t a mystery anymore.
Easy to get started.
1
Integrate SDK
Register model, log features and capture predictions in just a few lines of code.
2
Set up monitors
Choose from dozens of monitor configs to track the entire ML pipeline.
3
Observe
Track monitor violations and analyze issues without writing any code.
Monitoring and data checks
It’s time to stop worrying.
Achieve peace of mind knowing that the entire ML pipeline is being monitored. Run thousands of monitors without any added engineering effort.
Continuously monitor model inputs & outputs
Track for prediction, data, and concept drift
Check for data integrity across the pipeline
Receive real-time alerts for monitor violations
Model Health
Visualize. Analyze.
Improve.
Track the health of all the models in one place. Use the intuitive interface to understand models and analyzing them for specific issues.
Track performance across model versions
Evaluate performance without ground-truth
Compare a model’s historical performance
Set up fully customized dashboards
Explainability
Black-box no more.
Explain everything.
By explaining model decisions, teams can build better performing and responsible models to increase trust for all the stakeholders.
Understand the “why” behind model decisions
Improve performance for specific cohorts
Detect unwanted bias and fix models
Ensure that models stay compliant
Any Platform.
Any Model.
Any Infra.
Achieve peace of mind knowing that the entire ML pipeline is being monitored. Run thousands of monitors without any added engineering effort.
And that’s not all
Censius completes
your AI stack
Helping data scientists, ML engineers, and business stakeholders achieve a lot more everyday.
Pre-launch validation
Upcoming
Run a model through different tests to ensure it’s ready for prime-time.
Robustness Checks
Can your model withstand unexpected inputs? Test it.
Monitoring API
Upcoming
Explore metrics and alerts into an external Monitoring system
First-class integrations
Plug-and-play support with a host of open-source and proprietary tools.
Playground
Analyze and evaluate data points & violations in an easy to use evaluation arena
Compliance Report
Upcoming
Automatically generate reports to understand model compliance.
CMD + K
We aren’t a boring dev dool after all. Search for anything, anywhere.
Sliding window
Compare performance even if your model is rolling on a dataset and shifting the baseline
What-if analysis
Upcoming
Evaluate how the model behaves depending on input variations.
What-if analysis
Upcoming
Evaluate how the model behaves depending on input variations.
Monitoring API
Upcoming
Export the metrics and logs into an external system to visualize them.
First-class integrations
Plug-and-play support with a host of open-source and proprietary tools.