Standardized lifecycle management
Improve collaboration with end-to-end AI/ML lifecycle management that's repeatable, governable, and more efficient.
What it is
Cut deployment time from months to days
Even the best breakthroughs can hit speed bumps. Put your analytic models to work faster with more integrated model scoring and production data.
Automated monitoring
Ensure accuracy and performance with a single view for continuous monitoring of models and data drift.
Simplified deployment
Save time with a turnkey solution that automatically validates and deploys models.
Advanced governance
Mitigate risk with better governance, a user-friendly interface, and robust controls.
Why it matters
Optimize ML model deployment and management
Fuel more innovation, accelerate AI initiatives, and expand predictive analytics across the enterprise with the unmatched ModelOps in ClearScape Analytics.
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Feature catalog
Boost productivity
Improve data preparation productivity by reusing your features across models.
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Model deployment
Automate deployment
Efficiently move your analytical models from labs into production.
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Lifecycle management
Streamline end-to-end
Simplify model lifecycle management by enabling reusability and explainability.
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Model governance
Implement responsible AI
Enable robust governance that ensures transparency, traceability, and compliance throughout the model lifecycle.
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Model monitoring
Improve visibility
Automatically monitor model performance and data drift with zero configuration alerts.
Make AI as easy as 1-2-3
Achieve seamless AI deployments with a more repeatable, governable, efficient process
With ClearScape Analytics, you can drive AI/ML innovation quicker and more effectively to solve your most complex challenges, reduce cost and friction, and accelerate time to value throughout your organization.
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ModelOps 1
Prepare data - Feature catalog
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Train models - No-code model training for various model types
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Deploy models - Automated deployment, model governance, and monitoring
How it works
Going beyond model scoring to enable responsible, governed AI
ClearScape Analytics’ integrated ModelOps provides seamless, cost-effective support for the entire analytic lifecycle.
ClearScape Analytics ModelOps’ unique Bring Your Own Model (BYOM) no-code capability automates the entire model lifecycle, from validation to deployment. Now you can deploy in days instead of months.
Ensure your models are always operating at peak performance. ClearScape Analytics ModelOps offers advanced monitoring and alerting capabilities, including automated performance monitoring, automated data drift monitoring and no code alerting.
Flexibility is essential when working with machine learning models. Teradata VantageCloud and ClearScape Analytics offer support for a wide range of languages, formats, and tools, making it easy for everyone in your organization to collaborate and contribute.
ClearScape Analytics ModelOps has a simple, user-friendly interface that shows in-depth information on all models across the AI lifecycle. It automatically provides detailed audit chains for every dataset used on every model job, which makes model governance effective and easy to implement.
Who it helps
Driving cross-functional results
Deploy AI models confidently at enterprise scale, with better predictions, faster outcomes, and the lowest TCO.
Activate seamless operationalization
Speed up the process from proof of concept to production while enabling governance of all use cases.
Deliver more breakthrough performance
Ensure that AI/ML initiatives lead to business outcomes.
Accelerate digital transformation
Support more successful analytics-led initiatives to modernize the organization.
Other capabilities
Explore more ClearScape Analytics capabilities
Related
Get better answers and faster results with Teradata VantageCloud and ClearScape Analytics
- Activate AI at scale
- Enable responsible, governed AI
- Cut deployment from months to days