Uploaded June 2026 | Updated September 2026, 2 weeks ago
In this Autonomous Ai Database Learning Lounge, we explored Oracle Autonomous AI Lakehouse through a live PeakGear Sporting Goods scenario, showing how Autonomous AI Database brings together Oracle Database, an open data platform, Iceberg, object storage, AI Data Catalog, Data Transforms, machine learning, graph, spatial analytics, data sharing, and AI agents. The session focused on how teams can work with trusted enterprise data using zero-copy access, governed catalogs, built-in security, and AI-powered development tools.
The live demos walked through catalog discovery, medallion-style data engineering, guided ML model development, security controls for users and agents, Spatial Studio analysis, graph and vector recommendations, and open data sharing with tools like Power BI. The session closes with a summary of key Autonomous AI Lakehouse differentiators, Q&A, and links for learning more.
Register for our monthly sessions and watch recordings at oracle.com/goto/adb-learning-lounge
Slides for this session at: oracle.com/a/otn/docs/adbll/adbll_mega_ai_lakehouse_live_demos.pdf
=== Links from the Session === * Ask Oracle Chatbot Link: blogs.oracle.com/machinelearning/try-the-new-ask-oracle-chatbot-powered-by-select-ai * LiveLab: Data Studio - Self-service tools for everyone using Oracle Autonomous Database: livelabs.oracle.com/ords/r/dbpm/livelabs/view-workshop?wid=789&clear=RR,180&session=115069966536706
Blog posts for data integration and data catalog: blogs.oracle.com/autonomous-ai-database/category/dwh-data-integration
Oracle Data Studio page: oracle.com/autonomous-database/data-studio
LiveLab: Work with Spatial Data in Oracle Autonomous Database: livelabs.oracle.com/ords/r/dbpm/livelabs/view-workshop?clear=RR,180&wid=736&session=115069966536706
Blog: Unlock Spatial Insights Faster with Spatial Studio, Now Built into Autonomous AI Database: blogs.oracle.com/database/unlock-spatial-insights-faster-with-spatial-studio-now-built-into-autonomous-ai-database
Oracle Spatial page: oracle.com/database/spatial-database
Spatial Blog: blogs.oracle.com/database/category/db-spatial
LiveLab that combines graph query with vector search: livelabs.oracle.com/ords/r/dbpm/livelabs/view-workshop?clear=RR,180&wid=4211&session=4145959056941
Oracle Graph GitHub page (we will post scripts from the graph demo soon): github.com/oracle-samples/oracle-graph
Oracle Graph page: oracle.com/database/integrated-graph-database
Blog: Introducing Oracle Deep Data Security: Identity-Aware Data Access Control for Agentic AI in Oracle AI Database 26ai: blogs.oracle.com/database/introducing-oracle-deep-data-security-identity-aware-data-access-control-for-agentic-ai-in-oracle-ai-database-26ai
Oracle Deep Data Security page: oracle.com/security/database-security/features/deep-data-security
Getting Started with Oracle Deep Data Security (LiveLab): livelabs.oracle.com/ords/r/dbpm/livelabs/run-workshop?p210_wid=4393
Blog: Data Science Agent: Native Conversational Analytics and Machine Learning in Autonomous AI Database: blogs.oracle.com/machinelearning/data-science-agent-native-conversational-analytics-and-machine-learning-in-autonomous-ai-database
Oracle Machine Learning GitHub page: github.com/oracle-samples/oracle-db-examples/tree/main/machine-learning
Oracle Machine Learning page: oracle.com/artificial-intelligence/database-machine-learning
Data Sharing blog posts: blogs.oracle.com/autonomous-ai-database/?s=sharing
Oracle Data Studio - data sharing page: oracle.com/autonomous-database/data-studio/features/#data-sharing
== Video highlights ==
00:00 Starting soon countdown
01:06 Welcome and session opening
02:05 Important links for Autonomous AI Database
02:49 Oracle Autonomous AI Lakehouse overview
03:25 Continuous innovation with Autonomous AI Database
03:55 Autonomous AI Lakehouse strategy
04:20 PeakGear Sporting Goods business case
05:02 Key business personas and lakehouse use cases
05:39 PeakGear Sporting Goods Architecture
08:00 AI Data Catalog and zero-copy discovery demo
13:14 AI Data Catalog tasks and key takeaways
14:12 Data Transforms for bronze, silver, and gold pipelines
17:56 Data Science Agent and Machine Learning AI Assistant workflow
25:20 Enterprise data security for users and AI agents
33:13 Spatial Studio store-location analysis demo
39:17 Spatial Studio and Select AI Agent key takeaways
43:10 Graph and Vector product recommendation demo
46:05 Combining property graphs and vectors
48:28 Open Delta Sharing and Power BI data sharing demo
51:56 Data sharing with 3rd party tools - PowerBI example
54:34 Session Summary
55:19 Autonomous AI Lakehouse differentiators
56:06 Q&A
59:31 Important links for Autonomous AI Database
59:42 Final thoughts and replays
In this Autonomous Ai Database Learning Lounge, we explored Oracle Autonomous AI Lakehouse through a live PeakGear Sporting Goods scenario, showing how Autonomous AI Database brings together Oracle Database, an open data platform, Iceberg, object storage, AI Data Catalog, Data Transforms, machine learning, graph, spatial analytics, data sharing, and AI agents. The session focused on how teams can work with trusted enterprise data using zero-copy access, governed catalogs, built-in security, and AI-powered development tools.
The live demos walked through catalog discovery, medallion-style data engineering, guided ML model development, security controls for users and agents, Spatial Studio analysis, graph and vector recommendations, and open data sharing with tools like Power BI. The session closes with a summary of key Autonomous AI Lakehouse differentiators, Q&A, and links for learning more.
Register for our monthly sessions and watch recordings at oracle.com/goto/adb-learning-lounge
Slides for this session at: oracle.com/a/otn/docs/adbll/adbll_mega_ai_lakehouse_live_demos.pdf
=== Links from the Session === * Ask Oracle Chatbot Link: blogs.oracle.com/machinelearning/try-the-new-ask-oracle-chatbot-powered-by-select-ai * LiveLab: Data Studio - Self-service tools for everyone using Oracle Autonomous Database: livelabs.oracle.com/ords/r/dbpm/livelabs/view-workshop?wid=789&clear=RR,180&session=115069966536706
Blog posts for data integration and data catalog: blogs.oracle.com/autonomous-ai-database/category/dwh-data-integration
Oracle Data Studio page: oracle.com/autonomous-database/data-studio
LiveLab: Work with Spatial Data in Oracle Autonomous Database: livelabs.oracle.com/ords/r/dbpm/livelabs/view-workshop?clear=RR,180&wid=736&session=115069966536706
Blog: Unlock Spatial Insights Faster with Spatial Studio, Now Built into Autonomous AI Database: blogs.oracle.com/database/unlock-spatial-insights-faster-with-spatial-studio-now-built-into-autonomous-ai-database
Oracle Spatial page: oracle.com/database/spatial-database
Spatial Blog: blogs.oracle.com/database/category/db-spatial
LiveLab that combines graph query with vector search: livelabs.oracle.com/ords/r/dbpm/livelabs/view-workshop?clear=RR,180&wid=4211&session=4145959056941
Oracle Graph GitHub page (we will post scripts from the graph demo soon): github.com/oracle-samples/oracle-graph
Oracle Graph page: oracle.com/database/integrated-graph-database
Blog: Introducing Oracle Deep Data Security: Identity-Aware Data Access Control for Agentic AI in Oracle AI Database 26ai: blogs.oracle.com/database/introducing-oracle-deep-data-security-identity-aware-data-access-control-for-agentic-ai-in-oracle-ai-database-26ai
Oracle Deep Data Security page: oracle.com/security/database-security/features/deep-data-security
Getting Started with Oracle Deep Data Security (LiveLab): livelabs.oracle.com/ords/r/dbpm/livelabs/run-workshop?p210_wid=4393
Blog: Data Science Agent: Native Conversational Analytics and Machine Learning in Autonomous AI Database: blogs.oracle.com/machinelearning/data-science-agent-native-conversational-analytics-and-machine-learning-in-autonomous-ai-database
Oracle Machine Learning GitHub page: github.com/oracle-samples/oracle-db-examples/tree/main/machine-learning
Oracle Machine Learning page: oracle.com/artificial-intelligence/database-machine-learning
Data Sharing blog posts: blogs.oracle.com/autonomous-ai-database/?s=sharing
Oracle Data Studio - data sharing page: oracle.com/autonomous-database/data-studio/features/#data-sharing
== Video highlights ==
00:00 Starting soon countdown
01:06 Welcome and session opening
02:05 Important links for Autonomous AI Database
02:49 Oracle Autonomous AI Lakehouse overview
03:25 Continuous innovation with Autonomous AI Database
03:55 Autonomous AI Lakehouse strategy
04:20 PeakGear Sporting Goods business case
05:02 Key business personas and lakehouse use cases
05:39 PeakGear Sporting Goods Architecture
08:00 AI Data Catalog and zero-copy discovery demo
13:14 AI Data Catalog tasks and key takeaways
14:12 Data Transforms for bronze, silver, and gold pipelines
17:56 Data Science Agent and Machine Learning AI Assistant workflow
25:20 Enterprise data security for users and AI agents
33:13 Spatial Studio store-location analysis demo
39:17 Spatial Studio and Select AI Agent key takeaways
43:10 Graph and Vector product recommendation demo
46:05 Combining property graphs and vectors
48:28 Open Delta Sharing and Power BI data sharing demo
51:56 Data sharing with 3rd party tools - PowerBI example
54:34 Session Summary
55:19 Autonomous AI Lakehouse differentiators
56:06 Q&A
59:31 Important links for Autonomous AI Database
59:42 Final thoughts and replays
