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Confidential Computing and AI

Price: Starting at USD 1,950
Publish Date: 18 Aug 2026
Code: AN-6497
Research Type: Report
Pages: 14
Actionable Benefits

Actionable Benefits

  • Understand how the confidential computing market is evolving to keep pace with new developments within Artificial Intelligence (AI) security, including securing frontier AI models and Agentic AI.
  • Prioritize marketing efforts and strategic decisions regarding confidential computing to maximize adoption within AI use cases and applications.
  • Identify how to capitalize on and optimize confidential computing applications and use cases for AI.
Research Highlights

Research Highlights

  • Overview of how confidential computing serves as a critical enabler for AI use cases.
  • Forecast mapping of the market demand and maturity of confidential AI hardware deployments within global markets.
  • Overview of the key companies and ecosystems that make up the confidential computing marketspace, including key hardware providers, software solution providers, and enterprise platform layer vendors.
Critical Questions Answered

Critical Questions Answered

  • How is the confidential AI marketspace evolving beyond confidential Graphics Processing Units (GPUs) to broader, confidential systems?
  • What are the key developments, technological advancements, and regulatory strides that are supporting uptake of confidential AI solutions?
  • How does confidential computing cater to Agentic AI applications and where are the remaining gaps in agentic security that confidential computing cannot fill?
Who Should Read This?

Who Should Read This?

  • Solution architects, strategists, technical decision makers, and solution integrators within AI security teams who need to understand the role and benefits of confidential computing within AI security.
  • Market intelligence managers and end market strategists for vendors working in confidential computing, looking to gain insight into key AI use cases and applications at the forefront of confidential computing innovation.
  • Investors seeking to understand the growth potential of confidential computing across AI use cases and applications to inform their investment strategies.

Companies Mentioned

Table of Contents

1. KEY FINDINGS

2. KEY FORECASTS

3. KEY COMPANIES AND ECOSYSTEMS

3.1. HARDWARE PROVIDERS
3.2. SOFTWARE SOLUTION AND ENTERPRISE PLATFORM VENDORS

4. AGENTIC AI

5. RECOMMENDATIONS

Companies Mentioned

  • AMD
  • Anjuna Seaglass
  • ARM Ltd.
  • Decentriq
  • Fortanix
  • IBM Corp
  • Intel Corporation
  • NVIDIA
  • Red Hat, Inc.