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Growth Opportunities in Generative AI Implementation Platforms, Global, 2024-2029

Publisher Frost & Sullivan
Published Jan 08, 2025
SKU # MC19503323

Description

Growth Opportunities in Generative AI Implementation Platforms, Global, 2024-2029


Advancements in Technology Capabilities and GTM Strategies Drive Business Adoption

Generative AI implementation vendors have the expertise to tailor complex AI models and capabilities to specific industry needs, ensuring seamless integration and maximizing the value of generative AI tools. The vendors are essential for businesses that lack in-house AI capabilities or want to accelerate their AI adoption journey. They help clients identify the most appropriate AI models for specific use cases, fine-tune solutions to achieve optimal performance, assist with infrastructure requirements, and deploy AI models efficiently to ensure scalability and reliability. They also help clients navigate the ethical implications of AI, including bias mitigation, transparency, and responsible AI practices.

Despite positively affecting client ecosystems, significant challenges exist with generative AI implementation platforms, including cost management at scale, complex integration with legacy systems, and ongoing concerns about data privacy and security.

This report provides insights into the potential for generative AI deployments through implementation platforms, highlights vendor approaches to address challenges, and discusses growth opportunities as the generative AI market matures.

Table of Contents

Strategic Imperatives
Why is it Increasingly Difficult to Grow?
The Strategic Imperative 8™
The Impact of the Top 3 Strategic Imperatives on the Generative AI (GenAI) Implementation Platforms Industry
Transformation in Generative AI Implementation Platform Sector
Evolution of AI Technologies
Enterprises Continue to Find GenAI Highly Disruptive
The GenAI Disruption
Data Security and Management Remain Major Hurdles for Enterprises During GenAI Implementation
Growth Drivers
Growth Restraints
GenAI Use Cases by Industry Verticals
Generative AI Platform Ecosystem: Key Elements
Capabilities of a GenAI Implementation Platform
Growth Generator
Key Trends in GenAI Implementation Platforms
Advancements in Model Performance and Capabilities
The Growing Importance of Cloud-based GenAI Services
Focused Solutions for Enterprises
Multi-LLM Approach/Parallelization of LLMs
Tailored Hardware for GenAI Workloads
Companies to Action
Katonic AI
Scale AI
Databricks
Dataiku
The Way Forward
Growth Opportunity Universe
Growth Opportunity 1: No Code/Low Code Generative AI Platforms
Growth Opportunity 1: No Code/Low Code Generative AI Platforms (continued)
Appendix
Feature Highlights of a GenAI Implementation Platform
Next Steps
Benefits and Impacts of Growth Opportunities
Next Steps
List of Exhibits
Legal Disclaimer
List of Figures
GenAI Implementation Platforms: Growth Drivers, Global, 2024–2029
GenAI Implementation Platforms: Growth Restraints, Global, 2024–2029

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