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.Advancements in Technology Capabilities and GTM Strategies Drive Business Adoption
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
- 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
- Feature Highlights of a GenAI Implementation Platform
- Benefits and Impacts of Growth Opportunities
- Next Steps
- List of Exhibits
- Legal Disclaimer
