• Latest
  • Trending
Gartner predicts by 2028, 80% of GenAI business apps will be developed on existing data management platforms

Gartner predicts by 2028, 80% of GenAI business apps will be developed on existing data management platforms

O2 Telefónica, Tech Mahindra & NVIDIA launch Large Telco Model

O2 Telefónica, Tech Mahindra & NVIDIA launch Large Telco Model

Fusion CX expands in India with new 350-seat delivery center in Bengaluru

Fusion CX expands in India with new 350-seat delivery center in Bengaluru

Galaxy Tab S10 Lite: A value-packed tablet for everyday needs

Galaxy Tab S10 Lite: A value-packed tablet for everyday needs

Hiring declines in Indian IT as layoffs increase worldwide

Hiring declines in Indian IT as layoffs increase worldwide

Defence Production Dept. strengthens ties with Karnataka to boost manufacturing

Defence Production Dept. strengthens ties with Karnataka to boost manufacturing

xAI launches Grok Code Fast 1 to compete in AI coding

xAI launches Grok Code Fast 1 to compete in AI coding

Google Cloud brings Gemini AI to all platforms, boosts enterprise AI in Singapore

Google Cloud brings Gemini AI to all platforms, boosts enterprise AI in Singapore

New AI tool from OpenAI can write and fix code

New AI tool from OpenAI can write and fix code

ADIO partners with Ant International to boost Abu Dhabi’s fintech ecosystem

ADIO partners with Ant International to boost Abu Dhabi’s fintech ecosystem

Cognizant and Eagle Eye partner for AI-Powered loyalty solutions

Cognizant and Eagle Eye partner for AI-Powered loyalty solutions

Nvidia hits $4 trillion as AI demand surges

Nvidia hits $4 trillion as AI demand surges

India’s top export destinations: how trade tells the story of global alliances

Data Story: India faces the highest US tariff in Asia

Saturday, August 30, 2025
  • Login
Data Biz Times
  • Data Story
  • Artificial Intelligence
  • Media Release
  • Technology
  • Business
  • Contact Us
No Result
View All Result
  • Data Story
  • Artificial Intelligence
  • Media Release
  • Technology
  • Business
  • Contact Us
No Result
View All Result
Data Biz Times
No Result
View All Result

Gartner predicts by 2028, 80% of GenAI business apps will be developed on existing data management platforms

in Media Release
Reading Time: 2 mins read
0
Gartner predicts by 2028, 80% of GenAI business apps will be developed on existing data management platforms
Share on FacebookShare on Twitter

DBT Bureau

Pune, 8 June 2025

RelatedPosts

Fusion CX expands in India with new 350-seat delivery center in Bengaluru

Defence Production Dept. strengthens ties with Karnataka to boost manufacturing

Google Cloud brings Gemini AI to all platforms, boosts enterprise AI in Singapore

Gartner Inc. predicts that organizations will develop 80% of Generative AI (GenAI) business applications on their existing data management platforms by 2028. This approach will reduce the complexity and time required to deliver these applications by 50%.

During the Gartner Data & Analytics Summit taking place in Mumbai this week, Prasad Pore, Sr Director Analyst at Gartner, said, “Building GenAI business applications today involves integrating large language models (LLMs) with an organization’s internal data and adopting rapidly evolving technologies like vector search, metadata management, prompt design and embedding. However, without a unified management approach, adopting these scattered technologies leads to longer delivery times and potential sunk costs for organizations.”

As organizations aim to develop GenAI-centric solutions, data management platforms must evolve to integrate new capabilities or services for GenAI development, ensuring AI readiness and successful implementation.

Enhancing GenAI Application Deployment With RAG

Retrieval-augmented generation (RAG) is becoming a cornerstone for deploying GenAI applications, providing implementation flexibility, enhanced explainability and composability with LLMs. By integrating data from both traditional and non-traditional sources as context, RAG enriches the LLM to support downstream GenAI systems.

“Most LLMs are trained on publicly available data and are not highly effective on their own at solving specific business challenges,” said Pore. “However, when these LLMs are combined with business-owned datasets using the RAG architectural pattern, their accuracy is significantly enhanced. Semantics, particularly metadata, play a crucial role in this process. Data catalogs can help capture this semantic information, enriching knowledge bases and ensuring the right context and traceability for data used in RAG solutions.”

To effectively navigate the complexities of GenAI application deployment, enterprises should consider these key recommendations:

  • Evolve Data Management Platforms: Evaluate whether current data management platforms can be transformed into a RAG-as-a-service platform, replacing stand-alone document/data stores as the knowledge source for business GenAI applications.
  • Prioritize RAG Technologies: Evaluate and integrate RAG technologies such as vector search, graph and chunking, from existing data management solutions or their ecosystem partners when building GenAI applications. These options are more resilient to technological disruptions and compatible with organizational data.
  • Leverage Metadata for Protection: Enterprises should leverage not only technical metadata, but also operational metadata generated at runtime in data management platforms. This approach helps protect GenAI applications from malicious use, privacy issues and intellectual property leaks.

Related Posts

Fusion CX expands in India with new 350-seat delivery center in Bengaluru

Fusion CX expands in India with new 350-seat delivery center in Bengaluru

0

DBT Bureau Pune, 29 August 2025 Fusion CX, a global leader in customer experience (CX) and business process management, has...

Defence Production Dept. strengthens ties with Karnataka to boost manufacturing

Defence Production Dept. strengthens ties with Karnataka to boost manufacturing

0

DBT Bureau Pune, 29 August 2025 As a part of outreach to strengthen the defence ecosystem, the Department of Defence...

Google Cloud brings Gemini AI to all platforms, boosts enterprise AI in Singapore

Google Cloud brings Gemini AI to all platforms, boosts enterprise AI in Singapore

3

DBT Bureau Pune, 28 August 2025 Today at its “AI Asia: Building Beyond Borders” conference, Google Cloud unveiled transformative innovations...

ADIO partners with Ant International to boost Abu Dhabi’s fintech ecosystem

ADIO partners with Ant International to boost Abu Dhabi’s fintech ecosystem

0

DBT Bureau Pune, 28 August 2025 The Abu Dhabi Investment Office (ADIO) has signed a Memorandum of Understanding (MoU) with...

O2 Telefónica, Tech Mahindra & NVIDIA launch Large Telco Model
Business

O2 Telefónica, Tech Mahindra & NVIDIA launch Large Telco Model

0

DBT Bureau Pune, 29 August 2025 O2 Telefónica Germany will launch its Large Telco Model (LTM) to strengthen the Service...

Read moreDetails
Fusion CX expands in India with new 350-seat delivery center in Bengaluru
Media Release

Fusion CX expands in India with new 350-seat delivery center in Bengaluru

0

DBT Bureau Pune, 29 August 2025 Fusion CX, a global leader in customer experience (CX) and business process management, has...

Read moreDetails
Galaxy Tab S10 Lite: A value-packed tablet for everyday needs
Mobile

Galaxy Tab S10 Lite: A value-packed tablet for everyday needs

0

Immersive display: A 10.9-inch screen with Vision Booster and up to 600 nits peak brightness delivers vibrant viewing indoors and...

Read moreDetails
Hiring declines in Indian IT as layoffs increase worldwide
Tech

Hiring declines in Indian IT as layoffs increase worldwide

0

Athira Sethu Kochi, 29 August 2025 In 2025, numerous individuals across the globe have lost employment in the tech industry....

Read moreDetails
DBT Bureau

Data Biz Times © 2024. All Rights Reserved.

Navigate Site

  • Media Release
  • Blog
  • Contact Us
  • Privacy Policy

Follow Us

Welcome Back!

Login to your account below

Forgotten Password?

Retrieve your password

Please enter your username or email address to reset your password.

Log In

Add New Playlist

No Result
View All Result
  • Media Release
  • Data Story
  • Business
  • Tech
  • Artificial Intelligence

Data Biz Times © 2024. All Rights Reserved.

Are you sure want to unlock this post?
Unlock left : 0
Are you sure want to cancel subscription?