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The Edge AI Ecosystem

Price: Starting at USD 3,000
Publish Date: 06 May 2021
Code: AN-5334
Research Type: Report
Pages: 24
RELATED SERVICE: AI & Machine Learning
Actionable Benefits

Actionable Benefits

  • Identify the right solution partners for edge AI deployment, based on internal needs and requirements.
  • Understand current technology trends in edge AI, particular in TinyML.
  • Prepare product roadmaps with key features that meet market needs.
Research Highlights

Research Highlights

  • A detailed breakdown of edge AI value chain.
  • Software and service features that are critical to edge AI deployment.
  • Market sizing of the edge AI ecosystem.
Critical Questions Answered

Critical Questions Answered

  • Who are the key SaaS and turnkey solution providers for edge AI?
  • What are the gaps and pain points in edge AI deployment?
  • How do cloud service providers position themselves in edge AI?
Who Should Read This?

Who Should Read This?

  • Edge AI chipset suppliers.
  • Device and server OEMs.
  • Edge AI software and service providers.
  • System integrators.
  • Cloud service providers.

Companies Mentioned

Advantech
Audio Analytic
Clearblade
Crosser
Dell
Edge Impulse
Falkonry
FogHorn
Google
Hewlett Packard Enterprise
Huawei
Intel Corporation
Microsoft Corporation
NVIDIA
NXP Semiconductors
Qualcomm Inc
SensiML
SK telecom
STMicroelectronics
Swim.AI
Xilinx, Inc.

Table of Contents

1. EXECUTIVE SUMMARY

2. THE IMPORTANCE OF EDGE AI

2.1. Market Potential of Edge AI

3. CHALLENGES AND GAPS IN EDGE AI ADOPTION

4. FACILITATING EDGE AI DEPLOYMENT

4.1. Data Governance
4.2. Model Development
4.3. Model Optimization
4.4. Model Governance
4.5. Low-Code or Zero-Code Deployment
4.6. Operationalizing Edge AI

5. DEPLOYMENT ARCHITECTURE

6. ROLES OF KEY STAKEHOLDERS

6.1. Cloud Service Providers
6.2. Edge AI Chipset Vendors
6.3. Gateway and Server OEMs
6.4. IIoT Platform Developers
6.5. SaaS & Turnkey Service Vendors

7. MARKET FORECAST

8. RECOMMENDATIONS

Companies Mentioned

  • Advantech
  • Audio Analytic
  • Clearblade
  • Crosser
  • Dell
  • Edge Impulse
  • Falkonry
  • FogHorn
  • Google
  • Hewlett Packard Enterprise
  • Huawei
  • Intel Corporation
  • Microsoft Corporation
  • NVIDIA
  • NXP Semiconductors
  • Qualcomm Inc
  • SensiML
  • SK telecom
  • STMicroelectronics
  • Swim.AI
  • Xilinx, Inc.