Edge AI & IoT · United States
ArcTouch, Softeq, and TechAhead lead Edge AI & IoT in the United States as of October 2026, from 203 firms and 3,058 published client reviews. Ranked by specialist score: focus and evidence first, then client ratings and reviews. Placement cannot be bought. Methodology.
Researched by RankGlobal Research Team · First published Jun 28, 2026
Ranking insights
01 · Leaderboard
Each ring is a firm’s specialist score out of 100. Blue is specialisation, up to 55. Green is client evidence from ratings and reviews, up to 45. Select a firm to jump to its listing.
Specialist score: focus and evidence first, then ratings and reviews. A sponsored card is not a rank.
San Francisco, United States250-999 employees$100K+
ArcTouch helps companies build lovable apps, websites, and connected experiences by leveraging AI, augmented reality, and spatial computing to create user-centric digital products and services. Its own website shows its strongest capability in Edge AI & IoT.
Houston, United States250-999 employees$50K - $150K
Softeq helps enterprise clients develop smart, connected solutions leveraging AI/ML, IoT, wearables, and industrial automation, focusing on full-stack development and research across global innovation centers.
Agoura Hills, United States50-249 employees$25K - $75K
AI & ML services, Agentic AI, Mobile app development. Its own website shows its strongest capability in Agentic Workflow Development within LLM Agents & RAG, alongside Generative AI Development and Vector Databases.
Milpitas, United States250-999 employees$10K - $50K
Teksun provides end-to-end IoT and AI product engineering services, delivering smart solutions for automotive, healthcare, and security sectors through embedded systems and edge AI.
Miami, United States50-249 employees$50K - $150K
Devox Software is a development partner that integrates AI and IoT into core solutions, utilizing an AI Solution Accelerator to automate planning, coding, and testing for faster delivery.
Chicago, United States250-999 employees$25K - $75K
Velvetech is a software development firm with over 20 years of experience offering custom software, IoT, AI, ML, data analytics, and cloud solutions for global enterprises across various industries.
San Ramon, United States50-249 employees$10K - $50K
AI transformation PoCs, Agentic systems, IoT application development. Its own website shows its strongest capability in Large Language Models within LLM Agents & RAG, alongside Retrieval-Augmented Generation and Agent Orchestration.
San Francisco, United States50-249 employees$50K - $150K
Generative AI Development, Agentic AI Development, AI Insurance Claim Processing. Its own website shows its strongest capability in Anomaly & Fraud Detection within Predictive Analytics, alongside Predictive Analytics and Predictive Maintenance.
Bozeman, United States50-249 employees$100K+
Very builds AI-powered enterprise applications that turn data into intelligent automation and insights—deployable in the cloud or at the edge. They specialize in Generative AI and LLM development.
Orlando, United States250-999 employees$25K - $75K
Customer Service AI Chatbot, Industrial IoT Software, AI Fitness Apps. Its own website shows its strongest capability in Large Language Models within LLM Agents & RAG, alongside Autonomous AI Agents and Generative AI Development.
Santa Clara, United StatesNot disclosedNot disclosed
OLogic is a Silicon Valley electronics design consultancy specializing in robotics and consumer electronics, providing full-product engineering from electronics and PCB design to motor control and thermal management solutions.
Sunnyvale, United States10-49 employeesNot disclosed
Voler Systems is a premier electronic product design firm specializing in IoT and wearable devices. They provide end-to-end engineering services for medical, consumer, and industrial hardware featuring integrated smart technologies.
California, United StatesNot disclosedNot disclosed
Its own website shows its strongest capability in Embedded AI within Edge AI & IoT, alongside Autonomous Vehicle Systems and Wearable Device AI. The industry it describes most is Electronics Manufacturing.
Boston, United States50-249 employees$100K+
NineTwoThree AI Studio is a product design and engineering firm specializing in custom AI solutions, mobile app development, and IoT, helping brands achieve competitive advantages through innovative technology.
Palo Alto, United States250-999 employees$100K+
Matellio Inc. delivers AI/ML services, including NLP, computer vision, RPA, conversational AI, and recommendation engines, helping businesses across diverse industries with digital transformation.
San Ramon, United States250-999 employees$25K - $75K
Grid Dynamics is a global digital engineering firm providing agile software development and AI-driven solutions. They specialize in high-scalability systems, cloud transformation, and generative AI for Fortune 1000 enterprises.
San Francisco, United StatesNot disclosedNot disclosed
IoT Business Consultants advises leadership in asset-intensive industries on AI and IoT strategy, growth, and long-term value creation through rigorous economic and operational analysis.
New York, United States10-49 employees$10K - $50K
RisingMax is an IT consulting firm delivering AI-first digital transformation, custom software, and automation solutions for startups and Fortune 500 enterprises.
Milpitas, United States250-999 employees$25K - $75K
Gadgeon is an end-to-end IoT and digital engineering company specializing in industrial automation, edge AI, and computer vision solutions for manufacturing, healthcare, and smart home sectors globally.
Houston, United StatesNot disclosedNot disclosed
Its own website shows its strongest capability in Digital Twins within Edge AI & IoT, alongside Smart Manufacturing AI and Edge AI & IoT. The industry it describes most is Wholesale Trade & Distribution.
That’s the top 20 of 203 mapped firms in Edge AI & IoT. The directory lists all of them in the same order.
See all 203 companies →This shortlist is computed from 203 published Edge AI & IoT providers mapped in the RankGlobal dataset in United States. We show the leading 20, ordered by specialist score: focus and evidence on each firm's own website first, then client ratings and reviews. Placement cannot be purchased. The current leaders are ArcTouch, Softeq, and TechAhead. Published Jun 28, 2026; the order changes as evidence lands.
Save firms on this list to build a shortlist you can come back to on this device.
View full shortlistRankings are a point-in-time assessment and change as evidence lands. Mapped directory · Listing disclaimer
How the list is computed, what the two score parts mean, and why placement can’t be bought.
The list is computed at request time from published Edge AI & IoT providers mapped in the RankGlobal dataset in United States. Order is the specialist score: how focused each firm is on this area and how much of it its own website shows, then client ratings and reviews. It is not a stored editorial pick.
No. Placement cannot be purchased. Commercial relationships do not change rank.
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.
