Information Technology

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

Advancements in Technology Capabilities and GTM Strategies Drive Business Adoption


RELEASE DATE
08-Jan-2025
REGION
Global
DELIVERABLE TYPE
Market Research

RESEARCH CODE
PFJ1-01-00-00-00
SKU
IT_2025_1242
Yes
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Growth Opportunities in Generative AI Implementation Platforms, Global, 2024-2029
Published on: 08-Jan-2025 | SKU: IT_2025_1242

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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.

Author: Kiran Kumar Vijaya Kumar

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

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

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

Katonic AI

Scale AI

Databricks

Dataiku

The Way Forward

Growth Opportunity 1: No Code/Low Code Generative AI Platforms

Growth Opportunity 1: No Code/Low Code Generative AI Platforms (continued)

Feature Highlights of a GenAI Implementation Platform

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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