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Midjourney Prompt: Opportunities Midjourney Prompt: Challenges
OPPORTUNITIES CHALLENGES
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
AI Application
BCG: A Generative AI Roadmap for Financial Institutions
https://www.bcg.com/publications/2023/a-genai-roadmap-for-fis
•
•
•
•
•
•
•
•
•
• Midjourney Prompt: “Using a focusing lens to find treasure and opportunities”
SQL
Drag and Drag
Query
Natural Language
User supplied prompt with
query in natural language
AI-generated SQL
query
AI generated explanation
of the query
Results from query
execution in Denodo
https://github.blog/2022-09-07-research-quantifying-github-copilots-impact-on-developer-productivity-and-happiness/
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! ”
•
•
•
•
•
•
Midjourney Prompt: “GenAI robot scratching his head and
struggling to answer difficult questions”
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! ”
•
•
•
▪
▪
▪
▪
•
▪
▪
▪
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
•
•
•
•
•
•
•
Midjourney Prompt: “Key Take-aways”
What you need to know about Generative AI and Data Management?
What you need to know about Generative AI and Data Management?

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