Reduce risk
Retain your model development investments. You can deploy any model risk-free in Teradata VantageCloud without losing functionality.
What it is
Interoperability of models, expanded analytic use cases, and a streamlined approach to data-driven decision-making
No more struggling to integrate externally developed models in a production environment. Teradata's Bring Your Own Model (BYOM) and Bring Your Own Analytics (BYOA) capabilities make it easy for data science teams to operationalize externally developed models.
More flexibility
Empower data science teams to use their preferred open-source tools alongside native VantageCloud analytic functions.
Robust partnerships
Leverage the industry’s most optimal analytics ecosystem. Our network of integrations includes a comprehensive selection of leading AI/ML partners.
The Total Economic Impact™ of ClearScape Analytics
See how you can drive ROI with Trusted AI
How can ClearScape Analytics help you drive ROI from Trusted AI? We commissioned Forrester Consulting to find out. This 2024 study shows how models enabled by ClearScape Analytics drove $125 million in profits and 244% ROI over three years for a current Teradata customer.
The Total Economic Impact™ of Teradata ClearScape AnalyticsTM, a commissioned study conducted by Forrester Consulting on behalf of Teradata, January 2024
Make AI as easy as 1-2-3
Get the flexibility to train and operationalize any model at scale, using preferred tools
With ClearScape Analytics™, you can scale AI/ML quicker and more effectively to solve your most complex challenges, reduce cost and friction, and accelerate time to value throughout your organization.
- 1
Prepare data - 2
Train models -
Bring Your Own Analytics3
Deploy models Integrated model scoring with business data, both in real time and batch scoring, for effective operationalization and automated monitoring of AI models.
- Score externally trained models
- Operationalize externally trained models at scale
- Import a variety of model formats
How it works
Operationalize externally developed models with BYOM
ClearScape Analytics’ BYOM capability gives data scientists the freedom to use the tools they want in the most flexible way to help support more analytics use cases.
Data scientists can seamlessly import models into Teradata VantageCloud in the most popular formats, including PMML and MLeap.
Seamlessly import Open Neural Network Exchange (ONNX) formats for operationalizing deep learning models. ONNX is supported by several popular deep learning frameworks, including PyTorch, TensorFlow, Caffe2, and MXNet.
Import models developed with partner tools such as Dataiku and H20.ai. With Dataiku, you can also import proprietary Dataiku models in addition to models developed with open-source languages such as Python/R.
Who it helps
Driving faster results for the analytics center
Tap into more possibilities by using preferred tools to operationalize externally developed models at scale.
Go from proof of concept to production in days
Use preferred tools to productionize your work at hyper-scale.
Give the power of choice
Empower your data science team to work with their preferred tools while accelerating the operationalization of their work.
Other capabilities
Explore more ClearScape Analytics capabilities
Related
Free hands-on demo environment
Experience the most powerful engine for AI innovation
Get a free hands-on demo environment for ClearScape Analytics™, VantageCloud’s powerful engine for deploying end-to-end AI/ML pipelines. Explore 80+ AI/ML use cases across multiple industries and analytic functions—from broken digital journeys and energy consumption forecasting to fraud detection and much more.
