SAS Viya Copilot Explained: Building Machine Learning Pipelines in Minutes, Not Hours
Recent Library Articles
SAS Viya Copilot is a set of software as a service (SaaS) features and capabilities that use large language models (LLMs) to provide users with a more intuitive and accessible way to work with SAS Viya offerings. SAS Viya Copilot is for developers, data scientists, citizen data scientists, and business analysts who are writing code, analyzing data, building machine learning model pipelines, and doing more across the data and AI life cycle.
SAS Forward: Real Stories, Live Demos and AI Innovation
Ask the Expert
Join us November 4-5 for SAS Forward, a virtual event exploring modern analytics, AI and intelligent decisioning. Discover real-world success stories, explore emerging trends, and see the latest SAS innovations in action through expert-led sessions and live demonstrations.
Team Name Project Janus Track Banking Use Case Data remediation solution for default flags at the borrower level using Agentic AI in SAS Viya to improve efficiency. Technology SAS Enterprise, SAS Viya, SAS Agentic AI, Co-pilot Region EMEA Team lead Stephen Dicker Team members @DaraghOSullivan @NaveenLokesh @Seán_Cannon @Ben1234 @KevinK1 Is your team interested in participating in an interview? Yes 2-minute Pitch Presentation
... View more
Hi,
While doing the SSL/TLS configuration for the Metadata & Compute Servers – for both the Object Spawner & Connect Spawner , got the error which is same in both the servers. ( Meta and Compute).
Followed the below documentation while doing the configuration.
SAS Help Center: TLS Support for IOM Servers
ERROR : sas - Bridge Protocol Engine Socket Access Method was unable to complete the SSL related communication due to an error.
Added the ssl parameters in ‘sasv9_usermods.cfg’ for Metadata server and ‘ObjectSpawner_usemods.sh’ & 'ConnectSpawner_usermods.sh’ for the Compute Servers.
Could anyone please help on this.
Kind Regards,
Siddhu1
... View more
With SAS Viya 2026.09, the Files service introduces the option to use an alternate storage backend for file content. Instead of storing both file metadata and file content in the SAS Infrastructure Data Server, file content can now be stored outside the database, either in a Kubernetes Persistent Volume (PV) or in Azure Blob Storage. The database continues to store the associated file metadata.
Why is this interesting?
Because a relatively small architectural change like this can have a significant operational impact. Storing large file content in a database can negatively affect upload performance. Storing many files can also considerably grow the database size, impacting the time required for backup and restore operations, and the complexity of database maintenance activities.
More generally, separating file content from relational data also gives administrators another option when designing the storage architecture of a SAS Viya deployment.
Let's look at how this works, and especially at a few details that administrators should understand before enabling it.
... View more
If you are in Retail, you know what the word Markdown means. Trying to figure out the best way to exit your excess inventory can take hours, even days. What if Scenarios, Excel Spreadsheets, 20% off? 40% off? What's the impact to Sales? Margin? If this sounds like just another Tuesday, then this is the case study for you. What if you could have multiple options showing the impact within seconds, all generated from a simply questions, in plain English.....stay tuned. Thats what we are building.
... View more
Team Name
Model Risk Gurus
Track
Banking
Use Case
Business Challenge
How can we create a Dynamic Validation Framework that automates repetitive validation activities, continuously assesses model risk and reduces validation turnaround time by at least 50% while maintaining governance standards?
Technology
SAS Viya , SAS MRM , SAS RAM
Region
EMEA
Team lead
Maureen Tsaagane
Team members
Tshilidzi Munyai
Hulisani Selomo
Social media handles
https://www.linkedin.com/in/maureen-stamiri-03844b3a?utm_source=share_via&utm_content=profile&utm_medium=member_ios
https://www.linkedin.com/in/tshilidzi-engret-munyai-6b07a9123?utm_source=share_via&utm_content=profile&utm_medium=member_ios
Is your team interested in participating in an interview?
Y
Optional: Expand on your technology expertise
Dynamic Validation Accelerator
Elevator Pitch
... View more