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Free Research

Edge AI Software Market Update: How Can Incumbent Hardware Vendors Drive Engagement?

Price: Starting at USD 1,950
Publish Date: 24 Jul 2025
Code: AN-6486
Research Type: Report
Pages: 11
Actionable Benefits

Actionable Benefits

  • Assess new opportunities to drive engagement through software investment.
  • Benchmark edge Artificial Intelligence (AI) software against competitors.
  • Evaluate opportunities to support Generative Artificial Intelligence (Gen AI) at the edge.
  • Gain understanding about the debate in the edge Gen AI market.
  • Align investment with customer software demands.
Research Highlights

Research Highlights

  • Overview of incumbent AI hardware software capabilities.
  • Forecast of software spending by edge/cloud.
  • Expectation and Go-to-Market (GTM) analysis for various developer groups (low, medium, high competency).
Critical Questions Answered

Critical Questions Answered

  • Which are the critical layers in the software stack that need investment?
  • Are companies deploying Gen AI at the edge?
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 the market through partnerships.
  • Original Equipment Manufacturers (OEMs) looking to benchmark current and prospective partner software strategies.

Companies Mentioned

AMD
Intel Corporation
NVIDIA
Qualcomm Inc

Table of Contents

1. KEY FINDINGS

2. KEY FORECASTS

3. KEY COMPANIES

3.1. INTEL
3.2. QUALCOMM
3.3. NVIDIA
3.4. AMD

4. HOW SHOULD EDGE AI CHIP VENDORS LOOK AT MONETIZATION, CUSTOMER

TYPES, AND GO-TO-MARKET?

4.1. OPPORTUNITIES AND CHALLENGES FOR EDGE AI SOFTWARE MONETIZATION
4.2. UNDERSTANDING CUSTOMER REQUIREMENTS TO BUILD SOFTWARE
SOLUTIONS

5. IS DEMAND FOR GEN AI AT THE EDGE GROWING?

Companies Mentioned

  • AMD
  • Intel Corporation
  • NVIDIA
  • Qualcomm Inc