This was a SAP webcast yesterday
Usual disclaimer - anything in the future is subject to change.
Source: SAP
SAP Data Intelligence was announced at SAPPHIRENOW last month
Full release later this year
Product available later this summer
Source: SAP
SAP Data Intelligence is a cloud solution, focusing on 3 things shown above
Taking AI projects, scale to production
Extract value from distributed data (a data hub capability)
Embrace open technology - not a pure SAP technology, agnostic to infrastructure it runs on
Source: SAP
Extract data out of enterprise systems, data scientist do algorithms, lift and shifting what need, plugging into systems
Work with tools you know - JupyterLab is embedded, popular tool
Machine learning assets are a part of this
Scale up and down as need, increase/decrease as needed, runs on Kubernetes, serverless computing
Taking Leonardo ML and embed that in Data Intelligence
Source: SAP
Discover, connect data, any type of data, data cataloging, refine, reuse, cleanse, self data preparation, apply machine learning on it, govern it, and comply
Orchestrate - leave data where it is, get data, refine, correlate, place data where it needs to go
Source: SAP
Run on open source engines - R, Python, TensorFlow, container, serverless architecture
Data scientist can bring in their own models
Source: SAP
Foundation for AI assembly line - connect to many types of data, learn without programming, scale across the enterprise, govern it, how applications consume this
Source: SAP
Primary use case is data science, and other use cases, supported by metadata catalog and governance; same use cases as Data Hub, taking Data Intelligence to extend Data Hub
Source: SAP
Leonardo ML, put this into Data Intelligence, Juptyer Notebooks embedded, operationalize machine learning, check on how performing.
Source: SAP
Where SAP is heading
Data Hub can be deployed on premise - focus on complex data pipeline; can bring in machine learning artifacts, execute R and Python
Data Intelligence - taken Data Hub capabilities, Jupyter notebook design, available in SAP Cloud Platform
What will happen soon - feature hub parity between products
Data Hub - on premise
Data Intelligence - cloud
You choose what you want
Rewatch for
demo at about minute 13-14.
What do you think?
Learn more at
sap.com/dataintelligence and be sure to follow the great
ginger.gatling