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Free Research

Edge-Focused AI Chip Vendors Expand Their Software Stack to Drive Developer Engagement

Price: Starting at USD 1,950
Publish Date: 24 Jul 2025
Code: AN-6480
Research Type: Report
Pages: 13
Actionable Benefits

Actionable Benefits

  • Understand updated edge Artificial Intelligence (AI) software stack.
  • Assess opportunities to commercialize software capabilities.
  • Benchmark software ecosystem against maturity model.
  • Develop strategies to build more effective cross-ecosystem partnerships.
Research Highlights

Research Highlights

  • Complete overview of edge AI software stack with updates on activity and recommendations.
  • Edge AI software spending by model type.
  • Overview of edge AI focused chip vendor software strategies.
Critical Questions Answered

Critical Questions Answered

  • How does edge orchestration & manageability impact competitive dynamics?
  • Why is co-development and co-marketing vital for edge AI chip vendors?
  • What is happening in the software stack, and how do we recommend that vendors invest?
Who Should Read This?

Who Should Read This?

  • Product strategists and leaders across the edge AI hardware ecosystem looking to develop their position in the market.
  • Independent Software Vendors (ISVs) building out their software capabilities and expanding their position in market through partnerships.
  • Original Equipment Manufacturers (OEMs) looking to benchmark current and prospective partner software strategies.

Companies Mentioned

Ambarella, Inc.
Axelera AI
BrainChip
Hailo

Table of Contents

1. KEY FINDINGS

2. KEY FORECASTS

3. KEY COMPANIES

3.1. HAILO
3.2. AMBARELLA
3.3. AXELERA
3.4. BRAINCHIP

4. HOW ARE DIFFERENT LAYERS IN THE SOFTWARE STACK DEVELOPING?

4.1. HOW IS THE EDGE AI SOFTWARE STACK CHANGING?
4.2. SOFTWARE MATURITY MODEL
4.3. HOW ARE VENDORS BUILDING OUT THEIR SOFTWARE PLATFORMS?
4.4. HOW CAN CO-DEVELOPMENT SUPPORT INNOVATION?
4.5. IS EDGE ORCHESTRATION & MANAGEABILITY A NEW COMPETITIVE DOMAIN?

Companies Mentioned

  • Ambarella, Inc.
  • Axelera AI
  • BrainChip
  • Hailo