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GPU AI Infrastructure Vendors

Edge AI Operator

Research: Professional Orgs
Dominant · SE Outbound Links ρ=0.525

AI recommendation signal analysis across 190 domains for the Edge AI Operator persona in GPU AI Infrastructure Vendors.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
Download this report (.xlsx)
190Domains Tracked
Edge AI Operator_persona.report
DomainScore
google.com
2.0
linkedin.com
0.0
wia.org
0.0
arrow.com
0.0
zededa.com
0.0
Domains rankedn = 25
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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Be where the profession is

The professional organizations search associates with this industry. Memberships and their member directories are trust signals and link sources.

How It's Calculated

Where the numbers come from

We run professional orgs queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.

Overview

What's on this page

Domain and URL charts, the full result list, and title n-gram tables.

Research

Research: Professional Orgs

Domains appearing in Google results for Edge AI Operator's Research: Professional Orgs queries. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.

By Score

Top URLs

Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.

By Appearance Count

All Results

Every result for Edge AI Operator's Research: Professional Orgs queries, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.

TitleURLAppearancesDomain PRDomain HCHost PRHost HC
Moving AI to the edge: Benefits, challenges and solutionshttps://www.redhat.com/en/blog/moving-ai-edge-benefits-challenges-and-solutions259973395
AI EDGE | Executive AI Education, Governance, and Applied ...https://rgi.rollins.edu/ai-edge22896094
New WIA Edge AI Infrastructure Initiative Seeks to Support ...https://wia.org/wia-launches-new-edge-ai-infrastructure-initiative/224951895
Institute – AI-EDGEhttps://aiinstitutes.org/institute-ai-edge/21295995
What Organizations Investing in Edge Computing Are Saying ...https://www.industrial-innovation.com/what-organizations-investing-in-edge-computing-are-saying-about-2022/2895294
The European Conference on Edge AI Technologies and ...https://daiedge.eu/news/european-conference-edge-ai-technologies-and-applications-eeai-20242995894
Edge AI Foundation Global Edge AI Community, San Diego ...https://www.youtube.com/watch?v=R7_x6TAypg0291997597
Edge AI: 8 Real World Applications, Challenges & Best ...https://www.google.com/goto?url=CAESlgEB7keqTXP4jsmh6uk3smUWBIzs8STqhWZgafmITuLrve6iAhAn9ez0E-00JVVPqK1-YQvo5TcV1mFk_7NV333nvtcT6Wtw92OZk6kLXB4Ofr_Y3dKGpMnI4qXTTYKyfrzJ-Sc7AKoh07D-ns1INVkJwTXdfOPgLVk_QmiRY5JbKcQYOMS9h2i4U3TF2MfZwm79gqpH6Bo=199996696
Why Edge AI Struggles Towards Productionhttps://www.google.com/goto?url=CAESnwEB7keqTbOS5H0HfIdy0fRfaiUmco8MgxoUHqhFr04p-UtwL6D6B5KPec1qeptinohKZ1UIreswFw6rltpM7CrLULiIgB4supwn-Xbj-KyDMq6m95oODz8Nx3TSFKajd8uBRxCiS2LAdzC0nu2uTg8eXIsoSHfL0TzQO0y05N4Ch86Hay5mtnNzdJK0dbFtWYCXb4xJ9pEOFhSKlKezp_c=199996696
Edge AI Platform for Scalable AI at the Edgehttps://www.google.com/goto?url=CAESXQHuR6pNdC81fCduIk69VDYKR5ARaV-yTvQjGRTT8sOtlLY8GRArmgLMABl8Vgr4BbY3IO4PKHkzBVUrviHrwCjefHF29I_WleGAvg5I8Djtwbv8wYUJwdykY4dzXg==199996696
How Modern Organizations Actually Deploy AIhttps://www.google.com/goto?url=CAEShwEB7keqTQay-ZNk0HjM6_gYi-jSdSbmcYlv9bv0med4TdrrCss_nVblklX4mcnZKIaLJqK4BK1Pxe84AH3XuaW_r816ADsKGh_bIAnwHrghiPtadpc446Yyi7SCuRNUctvLaUuh3BlrTYZZRVSGELFYEvEx0L1Qs51We43cZF0Sy3rtFpZCc2c=199996696
Download “2026 and Beyond: The Edge AI Transformation”https://www.google.com/goto?url=CAESggEB7keqTUETHRmkSeV2dsMp4MHzIzh4rK-yZ0ZJ8Bav8uOv6UKZur0YVO1YjHuSH8WQK8vk5aorCLOJZyutmtFK117-ufEEl386QAtnprTkSiCPYDRTi7M-_96GZVVktM6zARYi3FM4UIYnPqM5fJ-YXpexJwJd9op8saYmFDGhjCpv199996696
Edge AI Software Market Report 2025-2031, by Offering, ...https://www.google.com/goto?url=CAESjgEB7keqTZb82Wz3Th9lZ1kP1vkNXyGGTuY0BdURUt3UGE83jFNP7kJEPJiqA5l6zW4IDdsTaWuxl-V2GX5noXVLcPqiRYAX32MFrrTO3PMXwQZkoc0jtLvHLyGH1p9GAl3jq-K2ZG1XRtG1GWWSyO-DnG0daSvfKLjtmLq5g4vpxWIMfsfDV45DruoyLE3v199996696
Deploying Edge AI Across Industrial Environmentshttps://www.google.com/goto?url=CAESyQEB7keqTadbYjFnWMmAdvgz__Otv7KUE52MCcVyAd3UwKuC-IPDeZgmRT2fv7kyjw82xdnHo7upSo0bWWK4ihDUKEsKZTkNfWI0kWUYmYF9HGcCdxbvaHmXWzmawdUeHktK58VpvmDF8NAegmMlptsnHty5urNUsJuKWlP9yPXPl6pGkWM4ZxV1EpsI77CwaD56WgnVkzN7KTYtax2F7PJGr4ayYbDyoNlhh-Kc_VwW_m8jG9xDfw19aUmIPUpCMmh-Y9OjNCgBeyA=199996696
Deploying AI on Edge: Advancement and Challenges in ...https://www.google.com/goto?url=CAESYQHuR6pN4NSrnODxuJ34Xz05dSrSZNNuN8uny2sanZq5mgNt32Xw1uidFKfSkSrGFTIr0ZHC29o1vXq6lZ4EljRyU77s_gi0tATjrmw1cf78n3HsBRi5opyMoIXVvpzsqrs=199996696
What Is Edge AI? Navigating Artificial Intelligence at the Edgehttps://www.google.com/goto?url=CAESYwHuR6pNNBXw8aQUWBVjWtHC8Mqi3Rpto4I2ahS7oAKoVmoDpq8D_Iuzu2a8smkUJnTBuA2vit3XXEu5KYnFz7SCNC9CRiIdXRKjDnxSm9aN0btnNu7KpZtekpScfnon97qJuQ==199996696
Edge AI and Vision Alliancehttps://www.linkedin.com/company/edgeaivision190987397
Edge Infrastructure Initiativehttps://wia.org/wia-initiatives/edge-ai-infrastructure-initiative/124951895
Why Every OEM Needs an Edge Strategyhttps://www.arrow.com/ais/resource-library/blog/why-every-oem-needs-an-edge-strategy147962594
Deploy and Scale AI Solutions at the Edge with Ease and ...https://zededa.com/resources/partner-briefs/deploy-and-scale-ai-solutions-at-the-edge-with-ease-and-efficiency/124961795
AI is moving beyond the cloud and into real-world ...https://www.facebook.com/EdgecoreNetworks/posts/ai-is-moving-beyond-the-cloud-and-into-real-world-deployment-environmentstoday-e/1497672455708034/196997897
Conference Homepage - EdgeAIhttps://edge-ai-tech.eu/conference-homepage-2025/1995594
A guide to deploying AI in edge computing environmentshttps://www.techtarget.com/searchenterpriseai/tip/A-guide-to-deploying-AI-in-edge-computing-environments158972194
Model deployment best practices - Edge AIhttps://www.linkedin.com/learning/edge-ai-tools-and-best-practices-for-building-ai-applications-at-the-edge/model-deployment-best-practices190987397
What Is Edge AI? | IBMhttps://www.ibm.com/think/topics/edge-ai166973895
2026 and Beyond - The Edge AI Transformationhttps://www.youtube.com/watch?v=fFcA0hOC5Uc191997597
AI-deploying organizations are key to addressing 'perfect ...https://pmc.ncbi.nlm.nih.gov/articles/PMC9127285/170975796
Avnet and EDGE AI FOUNDATION announce partnership ...https://news.avnet.com/press-releases/press-release-details/2026/Avnet-and-EDGE-AI-FOUNDATION-announce-partnership-to-accelerate-Edge-AI-education-and-real-world-deployment-2026-pg9TXEj6KA/default.aspx13596994
Generative AI deployment strategieshttps://indatalabs.com/blog/generative-ai-deployment124951595
Edge AI & Industrial AI Solutions for Real-Time Operationshttps://www.appmaisters.com/edge-ai-and-industrial-ai-solutions/12095094
Edge AI: Paving the Way for Intelligent, Resilient ...https://cdrdv2-public.intel.com/867305/IDC%20Edge%20AI%20white%20paper.pdf158971995
Making the Most of Edge AI in the Security Industryhttps://www.securityindustry.org/2025/04/04/making-the-most-of-edge-ai-in-the-security-industry/12996594
EDGE AI FOUNDATION Launches First-of-Its-Kind Working ...https://latentai.com/news/edge-ai-foundation-launches-first-of-its-kind-working-group-to-advance-mission-critical-ai-capabilities-for-defense-and-government-operations/136951194
Guide to Edge AI Deployments, And the Role of AI ...https://wallaroo.ai/guide-to-edge-ai-deployments-and-the-role-of-ai-production-platforms/11995995
Top 5 AI Professional Associations | Benefits & Reviewshttps://seniorexecutive.com/best-ai-professional-associations-benefits-reviews/119951295
Top 10: Edge AI Solutionshttps://aimagazine.com/top10/top-10-edge-ai-solutions135952495
Edge Computing Companies in the Data Centre Sectorhttps://datacentremagazine.com/top10/top-10-edge-computing-companies131952495
The Role of Edge AI in Transforming Industry Trendshttps://www.wevolver.com/article/2025-edge-ai-technology-report/the-role-of-edge-ai-in-transforming-industry-trends12695093
[2605.26119] Edge AI Deployment Beyond Models: A BSP ...https://arxiv.org/abs/2605.26119165976196
EDGE AI FOUNDATION welcomes AMAZON WEB ...https://www.edgeaifoundation.org/posts/edge-ai-foundation-welcomes-amazon-web-services-aws-as-a-leadership-partner-to-accelerate-cloud-to-edge-and-physical-ai-innovation11895694
The Power of Small: Edge AI Predictions for 2026https://www.dell.com/en-us/blog/the-power-of-small-edge-ai-predictions-for-2026/153972895
Deploying AI at the Edge for Real-Time Insightshttps://www.verizon.com/business/en-en/resources/articles/edge-ai-deployment/156972995
How to get Edge-AI from Proof of Concept level to commercial ...https://www.youtube.com/watch?v=t8B0zlKzVbc191997597
Overcoming Top Challenges when Deploying AIhttps://www.ddn.com/blog/overcoming-top-challenges-when-deploying-ai/13396494
Global edge AI markethttps://www.bccresearch.com/association-exclusives/global-edge-ai-market.pdf?srsltid=AfmBOoqF8OOfdR6sTH7ScUvPR2436QC_LOJx_Vn_-g_il0gvuuCItSIN13095294
AI Edge Deployment: Challenges and Solutionshttps://gcore.com/learning/challenges-solutions-deploying-ai-edge144963795
Revolutionizing Industries With Edge AIhttps://www.techaheadcorp.com/blog/revolutionizing-industries-with-edge-ai/13096194
Americas-AI-Surge-Powering-Growth-in-Every-State. ...https://americanedgeproject.org/wp-content/uploads/2025/12/Americas-AI-Surge-Powering-Growth-in-Every-State.pdf115951094
The Challenges of Deploying AI to the Edgehttps://www.sealevel.com/the-challenges-of-deploying-ai-edge-computing/?srsltid=AfmBOopVZwWam316GcHZ9raEyp9mJKDzZhGEklXobnU8kYvqljo1EAoS113951094
Scaling Edge AI in Energy: First Deployment to Productionhttps://www.iiot-world.com/industrial-iot/connected-industry/scaling-edge-ai-energy-first-deployment-production/124951094
Navigating Safe AI Deployment in Enterprise Organizationshttps://candf.com/our-insights/articles/navigating-safe-ai-deployment-in-enterprise-organizations/11095694
Edge AI Summithttps://edgeaiboston.com/1----
The Edge AI Risk Landscape - The Innovation Attorneyhttps://theinnovationattorney.substack.com/p/the-edge-ai-risk-landscape16597093
Progress Software: Unleash the Power of AI for Your Businesshttps://www.progress.com/14196894
The Future of Innovation in Edge AIhttps://archiv.smart-systems-integration.org/system/files/document/2025-04-EPoSS_AI_Report-01.pdf11595--
AI in the workplace: A report for 2025https://www.mckinsey.com/capabilities/tech-and-ai/our-insights/superagency-in-the-workplace-empowering-people-to-unlock-ais-full-potential-at-work162972995
Real-world gen AI use cases from the world's leading ...https://cloud.google.com/transform/101-real-world-generative-ai-use-cases-from-industry-leaders199996296
This month in AI: deployment accelerates, but is regulation ...https://www.weforum.org/stories/2025/10/this-month-in-ai-deployment-accelerates-but-is-regulation-keeping-up/160971895
EDGE AI TALKS: Write Once, Deploy Everywhere: The Model ...https://www.youtube.com/watch?v=lQUGKSahfWw191997597
Master Edge Deployment: Scale Applications Across the ...https://avassa.io/articles/mastering-edge-deployment-strategies/11495694
The Future of Edge AI in 2026 — Powerful Breakthroughhttps://www.asappstudio.com/the-future-of-edge-ai-in-2026/1194194
ZEDEDA Announces TRANSFORM 2026, Bringing ...https://www.businesswire.com/news/home/20260625569344/en/ZEDEDA-Announces-TRANSFORM-2026-Bringing-Together-the-Teams-Deploying-AI-in-the-Physical-World161972895
Top 10: Edge Computing Companieshttps://telcomagazine.com/top10/top-10-edge-computing-companies116952394
Edge AI in 2026: How On-Device Models Are Changing ...https://ainextconference.com/edge-ai-in-2026-how-on-device-models-are-changing-enterprise-ai-strategy/1294193
The Edge AI Infrastructure Stack | by The Westly Grouphttps://medium.com/@TheWestlyGroup/bringing-ai-to-the-physical-world-the-edge-ai-infrastructure-stack-e69a87370e7f174976897
Generative Edge AI Working Group: Enabling Creativity ...https://www.edgeaifoundation.org/edgeai-content/generative-edge-ai-working-group-enabling-creativity-and-intelligence-at-the-networks-edge11895694
50 edge computing companies to watch in 2026https://stlpartners.com/articles/edge-computing/50-edge-computing-companies-to-watch-in-2026/127952195
Edge AI Deployment Decisions Matter More Than Capabilityhttps://www.linkedin.com/posts/association-for-advancing-automation_edgeai-industrialautomation-robotics-activity-7457880122470207488-sb5Y190987397
EdgeIR: Digital Infrastructure Companies & Markets | AI, Edge ...https://www.edgeir.com/12295094
The New Edge AI Playbook: Why Training Models is ...https://www.unite.ai/the-new-edge-ai-playbook-why-training-models-is-yesterdays-challenge/138961795
OpenAI launches the OpenAI Deployment Company to ...https://openai.com/index/openai-launches-the-deployment-company/164975796
Beyond the Cloud: Edge AI Takes Center Stage for Critical ...https://www.prnewswire.com/news-releases/beyond-the-cloud-edge-ai-takes-center-stage-for-critical-operations-new-research-finds-302448076.html164971895
Enabling AI workloads at the edge (companion report)https://www.hpe.com/psnow/doc/a50010954enw150972295
AI's next frontier: How Infrastructure innovation is ...https://www.fastcompany.com/91305073/ais-next-frontier-how-infrastructure-innovation-is-democratizing-advanced-computing161971995
Become a Memberhttps://www.edge-ai-vision.com/become-a-member/12395394
Edge‑AI for the Next Generation of Connected Systems - - WCAhttps://wca.org/event/edge-ai-for-the-next-generation-of-connected-systems/11595894
Edge AI Deployment 2026: Optimizing US Industrial Operationshttps://digitaltradenews.com/edge-ai-industrial-deployment?1----
Foundry Toolshttps://azure.microsoft.com/en-us/products/ai-foundry/tools180975696
Run AI at the Edgehttps://zededa.com/solutions/run-ai-at-the-edge/124961795
Top 10: Edge Computing Companieshttps://technologymagazine.com/top10/top-10-edge-computing-companies135952895
Edge Computing groupshttps://www.meetup.com/topics/edge-computing/160974596
Gartner for Information Technology (IT) Leadershttps://www.gartner.com/en/information-technology161972495
Join AI Partner Program for Associationshttps://www.aicerts.ai/association-partner/12396094
Top 15 AI Associations, Nonprofits, and Groupshttps://www.50pros.com/blog/top-15-ai-associations11995294
Gaining timely insights with AI inferencing at the edgehttps://www.itpro.com/technology/artificial-intelligence/gaining-timely-insights-with-ai-inferencing-at-the-edge14796294
Efficient Edge-AI Application Deployment for FPGAshttps://www.mdpi.com/2078-2489/13/6/279159971895
Associations Leveraging the Power Of AIhttps://www.xyzuniversity.com/post/associations-leveraging-the-power-of-ai11495494
Future of Edge AI: Scaling Intelligence from Metal to Cloudhttps://hardwarebee.com/news/future-of-edge-ai-scaling-intelligence-from-metal-to-cloud/1995894
Top Edge Computing Companieshttps://www.datamation.com/cloud/top-edge-computing-companies/13396595
Six Months of “AI in Practice”: eco Association Initiative ...https://www.dotmagazine.online/issues/digital-infrastructure/ai-in-practice-eco-association-initiative12395294
EDGE AI Working Group Wiki – Working Group information for ...https://wiki.edgeaifoundation.org/11895093
Big news for the EDGE AI FOUNDATION community. We're ...https://www.facebook.com/61558498059622/videos/big-news-for-the-edge-ai-foundation-communitywere-proud-to-welcome-amazon-web-se/1031550862554887/196997897
92 resultsAll results shown
Phrase Frequency

Title N-Grams

Most common word phrases (2 to 7 words) across every result title for these queries.

2-grams

51edge ai
15the edge
9edge computing
8ai in
7at the
6ai foundation
6ai deployment
6ai edge
5deploying ai
5computing companies
4beyond the
4in edge
4of edge
4of ai
3real world
3ai at
3on edge
3infrastructure initiative
3ai solutions
3in the
3ai to
3to the
3challenges and
3and solutions
3top 10

3-grams

7at the edge
6edge ai foundation
5the edge ai
5edge ai in
5edge computing companies
4of edge ai
3ai at the
3in edge computing
3ai to the
3to the edge
3challenges and solutions
3top 10 edge
3edge ai deployment
3the power of
3global edge ai
3edge ai infrastructure
22026 and beyond
2and beyond the
2beyond the edge
2edge ai transformation
2what is edge
2is edge ai
2beyond the cloud
2for real time
2ai in the

4-grams

3ai at the edge
3of edge ai in
3ai to the edge
22026 and beyond the
2and beyond the edge
2beyond the edge ai
2the edge ai transformation
2what is edge ai
2moving ai to the
2to the edge benefits
2the edge benefits challenges
2edge benefits challenges and
2benefits challenges and solutions
2ai edge executive ai
2edge executive ai education
2executive ai education governance
2ai education governance and
2education governance and applied
2the power of ai
2future of edge ai
2edge ai in 2026
2top 10 edge computing
210 edge computing companies
2edge ai working group
2new wia edge ai

5-grams

22026 and beyond the edge
2and beyond the edge ai
2beyond the edge ai transformation
2moving ai to the edge
2ai to the edge benefits
2to the edge benefits challenges
2the edge benefits challenges and
2edge benefits challenges and solutions
2ai edge executive ai education
2edge executive ai education governance
2executive ai education governance and
2ai education governance and applied
2top 10 edge computing companies
2new wia edge ai infrastructure
2wia edge ai infrastructure initiative
2edge ai infrastructure initiative seeks
2ai infrastructure initiative seeks to
2infrastructure initiative seeks to support
2what organizations investing in edge
2organizations investing in edge computing
2investing in edge computing are
2in edge computing are saying
2the european conference on edge
2european conference on edge ai
2conference on edge ai technologies

6-grams

22026 and beyond the edge ai
2and beyond the edge ai transformation
2moving ai to the edge benefits
2ai to the edge benefits challenges
2to the edge benefits challenges and
2the edge benefits challenges and solutions
2ai edge executive ai education governance
2edge executive ai education governance and
2executive ai education governance and applied
2new wia edge ai infrastructure initiative
2wia edge ai infrastructure initiative seeks
2edge ai infrastructure initiative seeks to
2ai infrastructure initiative seeks to support
2what organizations investing in edge computing
2organizations investing in edge computing are
2investing in edge computing are saying
2the european conference on edge ai
2european conference on edge ai technologies
2conference on edge ai technologies and
2edge ai foundation global edge ai
2ai foundation global edge ai community
2foundation global edge ai community san
2global edge ai community san diego
1edge ai 8 real world applications
1ai 8 real world applications challenges

7-grams

22026 and beyond the edge ai transformation
2moving ai to the edge benefits challenges
2ai to the edge benefits challenges and
2to the edge benefits challenges and solutions
2ai edge executive ai education governance and
2edge executive ai education governance and applied
2new wia edge ai infrastructure initiative seeks
2wia edge ai infrastructure initiative seeks to
2edge ai infrastructure initiative seeks to support
2what organizations investing in edge computing are
2organizations investing in edge computing are saying
2the european conference on edge ai technologies
2european conference on edge ai technologies and
2edge ai foundation global edge ai community
2ai foundation global edge ai community san
2foundation global edge ai community san diego
1edge ai 8 real world applications challenges
1ai 8 real world applications challenges best
1edge ai platform for scalable ai at
1ai platform for scalable ai at the
1platform for scalable ai at the edge
1download 2026 and beyond the edge ai
1edge ai software market report 2025 2031
1ai software market report 2025 2031 by
1software market report 2025 2031 by offering