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Edge AI & IoT · Global

Top Edge AI & IoT Firms Worldwide

Published Edge AI & IoT providers mapped worldwide in the RankGlobal dataset, ranked by review volume then rating. Placement is not for sale. Methodology.

20

Shown on this page

352

Mapped in this scope

Feb 4, 2026

Published · live order

The ranking

Review volume, then rating. A sponsored card is not a rank.

Mapped directory →

Saritasa delivers best-in-class custom software through strategy, design, development, and scaling, empowering businesses to be smarter…

Top Rated4.8 · 27 reviewsService

Edge AI & IoTAutomation & WorkflowComputer Vision

Newport Beach, CA, US

101-250 employees

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Osedea is a Canadian innovation firm specializing in custom software, AI, and robotics.

Top Rated4.9 · 24 reviewsService

Edge AI & IoTComputer VisionAutomation & Workflow

Montreal, Canada

25-50 employees

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SumatoSoft is a software development partner offering custom software, IoT, AI, web, mobile, and staff augmentation services, delivering…

Top Rated4.9 · 24 reviewsService

Edge AI & IoTAutomation & WorkflowComputer Vision

Boston, Massachusetts, USA

50-100 employees

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Azilen Technologies

Azilen Technologies is an enterprise AI development company that turns data into insights and autonomous intelligence through its Data &…

Top Rated4.8 · 22 reviewsService

Edge AI & IoTLLM Agents & RAGAutomation & Workflow

San Francisco, CA, US

101-250 employees

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Cabot Solutions

Cabot Solutions provides healthcare-focused digital transformation, delivering integration, interoperability, telehealth, and AI/ML…

Top Rated4.8 · 20 reviewsService

Edge AI & IoTPredictive AnalyticsAutomation & Workflow

50-100 employees

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SafetyCulture offers a mobile-first platform that empowers leaders and frontline teams with automated workflows, built-in AI,…

Client's Delight4.7 · 20 reviewsService

Edge AI & IoTAutomation & WorkflowDocument AI

Townsville, Australia

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AI & ML services, Agentic AI, Mobile app development. RankGlobal maps its primary capability to Agentic Workflow Development within LLM…

Top Rated4.9 · 19 reviewsService

Edge AI & IoTLLM Agents & RAGAutomation & Workflow

Agoura Hills, USA

101-250 employees

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Promwad is an electronics design and software development company providing powerful engineering solutions for broadcasting, media…

Top Rated4.8 · 19 reviewsService

Edge AI & IoTAutomation & WorkflowComputer Vision

Vilnius, Lithuania

101-250 employees

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Innominds is an AI-led product engineering services firm that powers the digital transformation of enterprises.

Top Rated4.8 · 18 reviewsService

Edge AI & IoTComputer VisionAutomation & Workflow

San Jose, California (Headquarters)

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Iguazio offers an MLOps platform that operationalizes and de-risks machine learning and generative AI at scale, enabling real-time…

Client's Delight4.8 · 18 reviewsProduct

Edge AI & IoTMLOps & InfrastructureAutomation & Workflow

Herzliya, Israel

50-100 employees

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Manas (Manas.Tech)

Software engineering firm working at the intersection between complex problems and intuitive user experiences.

Top Rated5.0 · 17 reviewsService

Edge AI & IoTPredictive AnalyticsAutomation & Workflow

Buenos Aires, Argentina

25-50 employees

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BrainBox AI develops autonomous AI technology for commercial buildings, optimizing HVAC systems to reduce energy consumption and greenhouse…

Top Rated4.9 · 17 reviewsService

Edge AI & IoTPredictive Analytics

Montreal, Quebec, Canada

101-250 employees

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Sentiance provides an on-device behavioral intelligence platform that transforms smartphone sensor data into real-time insights to improve…

Top Rated4.9 · 17 reviewsService

Edge AI & IoTPredictive Analytics

Antwerp, Belgium

50-100 employees

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ClearBlade is an IoT and edge computing software company that provides a platform for enterprises to build, deploy, and scale secure…

Top Rated4.8 · 17 reviewsService

Edge AI & IoTAutomation & Workflow

50-100 employees

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ArcTouch helps companies build lovable apps, websites, and connected experiences by leveraging AI, augmented reality, and spatial computing…

Top Rated4.8 · 17 reviewsService

San Francisco, USA

101-250 employees

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Fusion Informatics

Fusion Informatics empowers businesses with innovative tech, delivering offshore web, mobile and custom software development, AI and IoT…

Client's Delight4.8 · 17 reviewsService

Edge AI & IoTAI Ethics & GovernanceAutomation & Workflow

Sao Paulo, Brazil

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AI/ML Solutions, Business Process Automation, System Integration. RankGlobal maps its primary capability to AI Integration within…

Client's Delight4.8 · 17 reviewsService

Edge AI & IoTAutomation & WorkflowMLOps & Infrastructure

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Trek10 (now part of Caylent)

Trek10 is an AWS Premier Tier Services Partner specializing in serverless, IoT, and data engineering, helping enterprises build and scale…

Top Rated5.0 · 16 reviewsService

Edge AI & IoTAutomation & WorkflowMLOps & Infrastructure

South Bend, USA

50-100 employees

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The SilverLogic

Custom software studio building automation, AI, IoT, and consulting solutions to make ideas happen.

Top Rated4.9 · 16 reviewsService

Edge AI & IoTComputer VisionAutomation & Workflow

Boca Raton, USA

25-50 employees

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ITRex Group is a one-stop shop for custom AI, Gen AI, and agentic solutions, offering strategy, development, LLMOps, and IoT/edge AI…

Top Rated4.8 · 16 reviewsService

Edge AI & IoTLLM Agents & RAGAutomation & Workflow

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How this list is built

This shortlist is computed from 352 published Edge AI & IoT providers mapped in the RankGlobal dataset worldwide. We show the leading 20, ordered by mapped review volume then rating. Placement cannot be purchased. The current leaders by review volume are Saritasa, Osedea, and SumatoSoft. Published Feb 4, 2026; the order changes as evidence lands.

352 published providers in this mapped pool.
20 firms are shown here, ordered by mapped review volume then rating.
378 mapped reviews sit on the firms shown — not a market-wide total.
Headquarters on this shortlist: Newport Beach, CA, US, Montreal, Canada, Boston, Massachusetts, USA, San Francisco, CA, US, and 16 more.

About this ranking

How is “Top Edge AI & IoT Firms Worldwide” ranked?: The list is computed at request time from published Edge AI & IoT providers mapped in the RankGlobal dataset worldwide. Order is mapped review volume, then rating. It is not a stored editorial pick.
Can a company pay for a higher position?: No. Placement cannot be purchased. Commercial relationships do not change rank.
Why might a Edge AI & IoT firm be missing worldwide?: Absence from this shortlist means the firm is not a published provider mapped to this scope in RankGlobal, not that it does not exist. Coverage grows as profiles and reviews are added.

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Top Edge AI & IoT Companies in the USA

Edge AI & IoT · Japan

Top Edge AI & IoT Companies in Japan

Rankings are a point-in-time assessment and change as evidence lands. Mapped directory · Listing disclaimer