Watch full webinar here: https://buff.ly/3UXy0A2 It should be no surprise that Generative AI will have a profound impact to data management in years to come. Much like other areas of the technology sector, the opportunities presented by GenAI will accelerate our efforts around all aspects of data management, including self-service, automation, data governance and security. On the other hand, it is also becoming clearer that to unleash the true potential of AI assistants powered by GenAI, we need novel implementation strategies and a reimagined data architecture. This presents an exhilarating yet challenging future, demanding innovative thinking and methodologies in data management. Join us on this webinar to learn about: - The opportunities and challenges presented by GenAI today. - Exploiting GenAI to democratize data management. - How to augment GenAI applications with corporate data and knowledge. - How to get started.

2. Midjourney Prompt: Opportunities Midjourney Prompt: Challenges
OPPORTUNITIES CHALLENGES

5. Hybrid/
Multi-Cloud
Security &
Governance
Al/ML
Recommendations
Query
Optimization &
Acceleration
Advanced
Semantics
Data Catalog
Discover / Explore /
Document
BI Tools
SQL / MDX
Data Science
Tools
Data as a Service
RESTful / OData
GraphQL/ GeoJSON
Files
Cubes
Data Lake &
NoSQL
Cloud
Stores
Traditional
DB & DW
Files
INTEGRATE
MANAGE
DELIVER
Disparate data in
any location, format
or latency
Related data with a universal
semantic model and AI / ML
functionality enabling vital
data governance
And democratize data using
BI & data science tools,
data catalogs, and APIs

6. AI Application

9. BCG: A Generative AI Roadmap for Financial Institutions
https://www.bcg.com/publications/2023/a-genai-roadmap-for-fis

10. •
•
•
•
•
•
•
•
•
• Midjourney Prompt: “Using a focusing lens to find treasure and opportunities”

11. SQL
Drag and Drag
Query
Natural Language

12. User supplied prompt with
query in natural language
AI-generated SQL
query
AI generated explanation
of the query
Results from query
execution in Denodo

13. https://github.blog/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness/

16. Midjourney Prompt: “a Father and his son who are sitting closely looking at a computer screen
excited and amazed to discover the power of Generative AI for the first time! ”

17. •
•
•
•
•
•
Midjourney Prompt: “GenAI robot scratching his head and
struggling to answer difficult questions”

20. Midjourney Prompt: “a Father and his son who are sitting closely looking at a computer screen
excited and amazed to discover the power of Generative AI for the first time! ”

21. •
•
•
▪
▪
▪
▪
•
▪
▪
▪

22. Large Language Model
AI
Agent
PLATFORM
LOGICAL
DATA
FABRIC
SOURCES
Traditional
DB & DW
150+
data
adapters
Cloud
Stores
Hadoop
& NoSQL OLAP Files Apps Streaming SaaS
Semantic Layer
Security/
Governance
Query Optimization
DATA VIRTUALIZATION
LLM Orchestration Vector Database

23. •
•
•
•
•
•
•
Midjourney Prompt: “Key Take-aways”