Best Cincinnati Internet Of Things Agency Rankings

9 Companies - Rankings updated: April 01, 2026

All agencies are evaluated on DesignRush for demonstrated expertise and authentic client reviews to support your decision. Certain placements are paid.

United States × Ohio × Cincinnati ×
  • Build Intelligent Apps for Web, Mobile, Data, AI and Cloud

    Azumo helps businesses build intelligent apps by providing top-tier developers skilled in AI, data engineering and enterprise web & mobile applications. Our expertise has earned the trust of industry leaders like Facebook, Twitter, Discovery, Zynga, and NCSoft.  [... see all Azumo reviews ]

    Top Services:

    • IoT
    Location
    Cincinnati, Ohio
    Number of Employees
    100 - 249
    Average Hourly Rate
    $55/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    9 Projects Listed

    Azumo Services

    • AI Development
    • Software Development
    • Staff Augmentation
    • Mobile App Development
    • Big Data Analytics
    • DevOps Consulting
    • Cloud Consulting
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Clients and Projects

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    • Generative AI Enterprise Search
      Artificial Intelligence Project for Entertainment Company Generative AI Enterprise Search
    • Divining Cultural Trends with AI
      Artificial Intelligence Project for AI Company Divining Cultural Trends with AI
    • Web Application Development and Software Staffing
      Software Development Project for Health Care Company Web Application Development and Software Staffing
    • Generating Stock Market Alpha with AI
      Artificial Intelligence Project for Finance Company Generating Stock Market Alpha with AI
    • AI-Powered Skill for Alexa and Google Home
      Artificial Intelligence Project for Entertainment Company AI-Powered Skill for Alexa and Google Home
    • Application Development and Staffing Partners
      App Development Project for Health Care Company Application Development and Staffing Partners
    Comprehensive analysis done by DesignRush Agency Experts.

    Azumo Reviews & Testimonials

    • Michael S.
      Michael S. Director at Software Development Company
      5.0
      Software Development Review from Michael S.

      We selected Azumo to develop our software. We transitioned from another development company, so Azumo was initially responsible for migrating our existing code and environments. We are currently still working with Azumo as our nearshore software development team on adding new items to our software.

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    • Anonymous
      Anonymous CTO at Healthcare Company
      5.0
      UI/UX Design Review from Anonymous

      Azumo helped us migrate our existing UIs into a new framework, creating reusable components and the infrastructure needed for future development. The developer they assigned became a seamless part of our team, always punctual, responsive, and a great fit overall.

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    • Anonymous
      Anonymous VP Product & Engineering at Sales & Mktg Software Company
      5.0
      Software Development Review from Anonymous

      Thanks to Azumo’s work, our product is now more scalable, optimized, and ready for a growing user base. Their team has managed the engagement effectively, keeping us updated and addressing any challenges along the way. We’ve appreciated their constant availability and proactive communication.

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    Reviews verified by DesignRush and sourced from the agency's profile
    • Discovery Channel
    • Meta
    • Zynga
    • Jostens
    • Assembled Brands
    • NGL
    • NCSoft
    • Twitter
    • Horoscope.com
    • Bento
    Data sourced from the agency's DesignRush profile
  • Top US Mobile & Web App Development Agency

    AppMakersUSA is a US-based full-service mobile application development company. We specialize in building cross-platform websites and apps (meaning iOS & Android for the price of one), informing your business decisions from a technical perspective, and being transparent in our process & thinking.  [... see all AppMakers USA reviews ]

    Top Services:

    • IoT
    Location
    Cincinnati, Ohio
    Number of Employees
    Under 49
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    83 Projects Listed

    AppMakers USA Services

    • Mobile App Development
    • UI/UX Design
    • AI Development
    • Software Development
    • Web Design
    • Staff Augmentation
    • Web Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Clients and Projects

    View Full Portfolio
    • Walmart
      App Development Project for Food and Beverage Company Walmart
    • Eksperience (NFL)
      App Development Project for Entertainment Company Eksperience (NFL)
    • CVS Pharmacy
      App Development Project for Health Care Company CVS Pharmacy
    • Number Hive
      App Development Project for Education Company Number Hive
    • ClassCalc
      App Development Project for Education Company ClassCalc
    • Echo Journal
      Artificial Intelligence Project for Hobbies & Gifts Company Echo Journal
    Comprehensive analysis done by DesignRush Agency Experts.

    AppMakers USA Reviews & Testimonials

    • Awital Ifrah
      Awital Ifrah Program manager at Masa Israel journey
      5.0
      Cross-Platform Review from Awital Ifrah

      Masa came in with a pretty loose idea and AppMakers helped turn it into something solid. What I appreciated most is they didn't overcomplicate it or try to make it into some giant monster platform. They listened, asked smart questions, and helped us focus on what would actually matter for alumni and current participants. The end result felt thoughtful and realistic. I'd definitely work with them again.

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    • Moishi Stern
      Moishi Stern Customer support at Madlan
      5.0
      Startup Review from Moishi Stern

      We create live events. We wanted a site that shows what we do without making people dig. AppMakers listened, trimmed the fluff, and gave us pages that read fast and look good on a phone. The quote form asks the right things and our team can update galleries without calling a developer. They stayed on schedule and answered messages the same day. The whole process was calm and clear. We already see better inquiries. It feels like a real upgrade, even before the full rebuild.

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    • Jubilee Haddasah Munozvilla
      Jubilee Haddasah Munozvilla CEO at Its Kinda Catchy
      5.0
      Small Business Review from Jubilee Haddasah Munozvilla

      We loved working with AppMakers. They built us a procurement system to help quickly and easily secure materials for our labs. The process was smooth and the outcome was stellar.

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    Reviews verified by DesignRush and sourced from the agency's profile
    • CVS Pharmacy
    • Austin Ekeler (NFL Player)
    • ClassCalc
    • Number Hive
    • BookClub
    • Arcxis
    • Debate club
    • Bayut
    • Los Angeles Apparel
    • Sun Scooter
    Data sourced from the agency's DesignRush profile
  • Building Products AI-Native Way

    Talentica Software is a leading product engineering company that helps startups, growth-stage, and technology companies build end-to-end products and achieve business outcomes. The company has specialized in AI & Machine Learning, Generative AI, Data Engineering, Blockchain, and Big Data  [... see all Talentica Software reviews ]

    Top Services:

    • IoT
    Location
    Cincinnati, Ohio
    Number of Employees
    500 - 999
    Average Hourly Rate
    $30/hr
    Minimal Budget
    $50,000 & Up
    Portfolios Count
    7 Projects Listed

    Talentica Software Services

    • Software Development
    • AI Development
    • IT Services
    • Big Data Analytics
    • Cybersecurity
    • Blockchain
    • Mobile App Development
    • Staff Augmentation
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Clients and Projects

    View Full Portfolio
    • Increasing Revenue Realization Using Data Science
      Software Development Project for Media & Communications Company Increasing Revenue Realization Using Data Science
    • Rationalizing Investment Decisions Using Data Science
      Software Development Project for Finance Company Rationalizing Investment Decisions Using Data Science
    • Idea to MVP in 120 days
      Software Development Project for Software & IT Services Company Idea to MVP in 120 days
    • MVP to Enterprise-Ready
      Software Development Project for Fintech Company MVP to Enterprise-Ready
    • Idea to $130 Mn Acquisition
      Software Development Project for Fintech Company Idea to $130 Mn Acquisition
    • Blockchain-Powered Product Development
      Software Development Project for Crypto Company Blockchain-Powered Product Development
    Comprehensive analysis done by DesignRush Agency Experts.

    Talentica Software Reviews & Testimonials

    • Ashish Sharma
      Ashish Sharma Sr Engineering Manager at OpenGov India Pvt Ltd
      4.7
      Software Development Review from Ashish Sharma

      Talentica has proven to be an exceptional software outsourcing partner, consistently exceeding expectations in both the quality of their resources, deliverables and their commitment to our success. They function not merely as a vendor, but as an extension of our core engineering team.Key Highlights of our Partnership:High Resource Quality: The engineers provided by Talentica are technically strong and highly competent. They integrate seamlessly with our internal teams and quickly take ownership of complex projects.Commitment and Reliability: Talentica is a truly reliable partner that consistently demonstrates a strong willingness to go beyond the standard scope of work. They proactively identify risks and contribute innovative solutions.Critical Project Support: Their expertise was pivotal in two critical areas:Data Pipeline & Reporting: They were instrumental in both enhancing and maintaining a reliable data pipeline & reporting infrastructure. Software Upgrades: They managed challenging, large-scale software upgrades, ensuring we successfully transitioned to modern technology stacks with minimal disruption.Overall, Talentica is a dependable and high-value partner assisting our mission-critical projects.

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    • Anonymous
      Anonymous Advisor at IT Company
      5.0
      Software Development Review from Anonymous

      We had created a conceptual framework to authenticate and verify the provenance, transaction history, and authorship of blockchain-based NFTs. Talentica was brought on board to test and refine the concept from both functional and engineering perspectives, and later to build a Minimum Viable Product (MVP) aligned with the agreed specifications and constraints.

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    • Anonymous
      Anonymous Engineering Manager at SaaS Company
      5.0
      Software Development Review from Anonymous

      For several years, the team was composed entirely of Talentica contractors. Since January 2022, I have been directly managing them. The Talentica team handled the admin tooling backend, which included multiple Python Flask services with Postgres and Elasticsearch. These services operated in a service-oriented architecture deployed on Kubernetes, using Istio for service mesh and Spinnaker for deployments.

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    Reviews verified by DesignRush and sourced from the agency's profile
    • Wideorbit
    • Sema4.AI
    • Realization Technologies Inc.
    • TailoredMail
    • StructuredWeb Inc
    • Amplify
    • Mist Systems (Juniper Company)
    Data sourced from the agency's DesignRush profile
  • Your Gateway To Tech Excellence

    Zamratech, a globally recognized company based in the United States, has become a leading worldwide application developer. We provide a comprehensive range of digital services, including web design, mobile app development, software development, and cross-platform development, offering a complete 360-degree  [... see all Zamratech reviews ]

    Top Services:

    • IoT
    Location
    Cincinnati, Ohio
    Number of Employees
    100 - 249
    Average Hourly Rate
    $35/hr
    Minimal Budget
    $1,000 - $10,000
    Portfolios Count
    1 Project Listed

    Zamratech Services

    • Mobile App Development
    • Software Development
    • Web Development
    • Blockchain
    • IoT
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Clients and Projects

    View Full Portfolio
    • Swarm Circle - Web and Mobile apps
      App Development Project Swarm Circle - Web and Mobile apps
    Comprehensive analysis done by DesignRush Agency Experts.

    Zamratech Reviews & Testimonials

    • John Line
      John Line Architecture owner at Simply Business
      5.0
      AI Development Review from John Line

      Zamratech demonstrated an unwavering commitment to delivering high-quality results. They went above and beyond to ensure that the AI models not only met but exceeded our expectations. Their dedication to excellence was evident in the meticulous testing, refining, and fine-tuning of the algorithms until they achieved optimal performance.

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    • Jack Clark
      Jack Clark Executive Director at U.S. Wrestling Foundation
      5.0
      AI Development Review from Jack Clark

      We worked with Zamratech to improve our financial services by utilizing cutting-edge AI machine learning and data science methods. Our objective was to streamline the process of generating financial insights so that we could offer our clients recommendations based on data that was more precise and useful.

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    • John Lennon
      John Lennon Enterprise Account Executive at Pluralsight
      5.0
      Blockchain Review from John Lennon

      The team is enough knowledgeable and professional about blockchain to make the project excellently. They analyze their business idea deeply, then devoted developers ensure to launch your platform within the stipulated time frame.

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    Reviews verified by DesignRush and sourced from the agency's profile
    • Swarm Circle
    • Wealthy Gen
    • Booray App
    • Nestle
    • Wallmart
    • Rx Calendar
    • New York Dating
    • Daraz Ecommerce
    Data sourced from the agency's DesignRush profile
  • Helping non-technical founders find peace of mind.

    At Designli, we pair non-technical software founders with full-time, founder-aligned product teams. Software engineers, designers, and product owners who don't just speak code, they speak human. We guide you through every step with clarity, structure, and care.  [... see all Designli reviews ]
    Location
    Cincinnati, Ohio
    Number of Employees
    50 - 99
    Average Hourly Rate
    $85/hr
    Minimal Budget
    $10,000 - $25,000
    Portfolios Count
    14 Projects Listed

    Designli Services

    • Mobile App Development
    • Software Development
    • Web Development
    • Web Design
    • UI/UX Design
    • Software Testing
    • IoT
    • Blockchain
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Clients and Projects

    View Full Portfolio
    • National Trench Safety
      Software Development Project for Construction Company National Trench Safety
    • Paidback
      App Development Project for Fintech Company Paidback
    • Icueity
      App Development Project for Software & IT Services Company Icueity
    • Grappos
      Software Development Project for Food and Beverage Company Grappos
    • Genchi
      Software Development Project for Software & IT Services Company Genchi
    • Cabin Time
      App Development Project Cabin Time
    Comprehensive analysis done by DesignRush Agency Experts.

    Designli Reviews & Testimonials

    • Anonymous Founder & CEO at Innershell
      5.0
      Mobile App Development Review from Anonymous

      Designli delivered a high-quality prototype on a tight timeline. The team was responsive to feedback, met every deadline, stayed within budget, and quickly adapted to requested changes. Their expertise in app design and development was evident throughout the project and left a strong impression.

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    • Anonymous CEO at Monjour
      5.0
      AI UI/UX Design Review from Anonymous

      Designli produced a complete, functional Figma prototype for our solution. They communicated clearly through virtual meetings and stood out for their strong process, gathering feedback from multiple stakeholders and delivering on schedule. Overall, we were very impressed with their work.

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    • Anonymous CTO at Code Willing
      5.0
      AI UI/UX Design Review from Anonymous

      Designli delivered Figma wireframes that were both well-crafted and well-received by our team. The designs were clean, intuitive, and elegant, reflecting strong design intuition. Throughout the process, the team stayed organized, communicated clearly via Basecamp, and delivered everything on time.

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    Reviews verified by DesignRush and sourced from the agency's profile
    • Goodwill
    • Earthlink
    • Rotary
    • State of South Carolina
    • Secur.Space
    • Grappos
    • Michelin
    • Accel Entertainment
    • Millennium Parking Garages
    Data sourced from the agency's DesignRush profile
  • TRIARE unlocks IT potential of YOUR business

    TRIARE provides comprehensive services encompassing the entire software development lifecycle of WEB and MOBILE applications, along with UI/UX Design, Prototyping, Business Analysis, and software testing.  [... see all TRIARE reviews ]
    Location
    Cincinnati, Ohio
    Number of Employees
    50 - 99
    Average Hourly Rate
    $45/hr
    Portfolios Count
    62 Projects Listed

    TRIARE Services

    • Mobile App Development
    • WordPress Website Design
    • Web Development
    • Software Development
    • Web Design
    • eCommerce Development
    • Software Testing
    • IoT
    • AI Development
    • Digital Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Clients and Projects

    View Full Portfolio
    • Stadami – All-In-One Sports App for Coaching and Training, Online or Offline
      App Development Project for Sports Company Stadami – All-In-One Sports App for Coaching and Training, Online or Offline
    • iTorah An Educational Platform for Studying Jewish Tradition
      Flutter Development Project for Education Company iTorah An Educational Platform for Studying Jewish Tradition
    • Sephyre - Logistics Solutions for Dangerous Goods
      CRM Development Project for Transportation & Logistics Company Sephyre - Logistics Solutions for Dangerous Goods
    • Seasonic - a modern web design for a reputable manufacturer of power supplies.
      Software Development Project for Electronics Company Seasonic - a modern web design for a reputable manufacturer of power supplies.
    • TGYM The App That ​​Revolutionizes Your Fitness Journey
      App Development Project for Wellness & Fitness Company TGYM The App That ​​Revolutionizes Your Fitness Journey
    • Level Up with Christ - an in-app spiritual journey companion
      App Development Project for Wellness & Fitness Company Level Up with Christ - an in-app spiritual journey companion
    Comprehensive analysis done by DesignRush Agency Experts.

    TRIARE Reviews & Testimonials

    • Julia Arhangelskaya
      Julia Arhangelskaya CEO at Parado
      5.0
      Web Development Review from Julia Arhangelskaya

      Collaborating with TRIARE company for the design and development of our online store was an exceptionally positive experience. Their streamlined processes and efficient project management ensured that deadlines were consistently met, and the project progressed smoothly. Communication was excellent throughout, with their team readily available to address any questions or concerns. They not only revamped our website's design but also developed it with precision and creativity. Their attention to detail and proactive approach to problem-solving were evident at every stage of the project. I definitely can recommend TRIARE!

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    • Jonathan Fruitman
      Jonathan Fruitman President at EventSource
      5.0
      Mobile App Development Review from Jonathan Fruitman

      We thought that their proposed milestones were ambitious. I remember being pleasantly surprised after the first demo. Perhaps based on previous experience, my expectations were too low, but the team really did deliver on a consistent basis.

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    • Torsten Caspar
      Torsten Caspar CEO at MindZip
      5.0
      Mobile App Development Review from Torsten Caspar

      The app functions smoothly, with bugs or issues promptly addressed by TRIARE. With over 100,000 downloads, Apple has invited MindZip to participate in selected workshops. Overall, Triare met MindZip's expectations. (Verified via email)

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    Reviews verified by DesignRush and sourced from the agency's profile
    • Amo City
    • QuakeAlert
    • Meet & Right
    • Tripoli
    • Freistil-sofas
    • MindZip
    • Gov Radar
    Data sourced from the agency's DesignRush profile
  • World Famous IT Services for Businesses

    Accenture is a renowned worldwide IT services company that excels in digital, cloud, and security solutions. With an extensive range of expertise across over 40 industries, we provide a comprehensive suite of services including Strategy and Consulting, Outsourcing, Interactive, Technology, IoT, and  [... see all Accenture reviews ]
    Location
    Cincinnati, Ohio
    Number of Employees
    1000 & Up
    Portfolios Count
    4 Projects Listed

    Accenture Services

    • Software Development
    • Cybersecurity
    • IT Services
    • IoT
    • Big Data Analytics
    • AI Development
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Clients and Projects

    View Full Portfolio
    • Haier Smart Connect Services Transformation
      Internet of Things Project for Software & IT Services Company Haier Smart Connect Services Transformation
    Comprehensive analysis done by DesignRush Agency Experts.

    Accenture Reviews & Testimonials

    • Saurabh Choudhary
      Saurabh Choudhary Senior Consultant at LTI
      4.0
      Financial Review from Saurabh Choudhary

      In my experience it's a good place to work and start your career with, you will get to learn a lot of things which will be quite beneficial in long run.Accenture helps clients across various industries innovate and transform their businesses. Their focus on digital technologies, such as AI, cloud, and analytics, enables them to deliver impactful solutions. Overall, Accenture's commitment to innovation and client success makes them a leading player in the consulting industry.

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    • Rishi Kumar
      Rishi Kumar Sr. Servicemax and Salesforce Developer at Boston Scientific
      4.7
      Salesforce Review from Rishi Kumar

      I had the opportunity to work with Accenture on implementing Salesforce with ServiceMax. Their expertise and dedication were impressive. Accenture's work on implementing Salesforce and the ServiceMax managed package was invaluable, significantly benefiting our organization's operations and efficiency. However, one area for improvement would be the documentation process. It was challenging to access comprehensive documentation, which slowed down certain aspects of our project. Nonetheless, I recommend Accenture as their talented team delivers exceptional results.

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    • William Lewis
      William Lewis Review from Google
      5.0

      William Lewis's Review Sourced from Google

      ISSA monthly meeting. Great venue. Good location. Extraordinary buffet at meeting. Interesting discussions.Accenture goes the mile to support our meetings and I always enjoy working with their team. By the way the view of LA is incredible.

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    Reviews verified by DesignRush and sourced from the agency's profile
    • Education Non-profit
    • Healthcare Firm
    • Global Apparel Retailer
    Data sourced from the agency's DesignRush profile
  • Full Service Web & Software Development Agency

    CodeBlu Development delivers custom web, software, and app solutions designed to solve complex challenges. We build what others wont, crafting innovative and tailored digital experiences to exceed expectations.  [... see all Codebludev reviews ]
    Location
    Cincinnati, Ohio
    Number of Employees
    Under 49

    Codebludev Services

    • Software Development
    • Mobile App Development
    • Web Development
    • WordPress Website Design
    • eCommerce Development
    • Web Design
    • AI Development
    • CRM Consulting
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Codebludev Reviews & Testimonials

    • Andrew Rogerson
      Andrew Rogerson Architect at Garvin Design Group
      5.0
      Software Development Review from Andrew Rogerson

      Codeblu Dev delivers high-quality work in a time-efficient manner. Not only does the team possess good communication skills, but they also exercise initiative when issues arise. They are a knowledgeable partner who is committed to building long-term working relationships.

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    • Martin Macmillan
      Martin Macmillan CEO/Founder at Pollen VC
      5.0
      Software Development Review from Martin Macmillan

      Codebludev was able to take our vision and help us deliver an app that empowers retail shareholders to make their voices heard. Theyve brought a depth and breadth of technical expertise and user experience design to challenge us on our assumptions on how people would want to interact with the app. From a mobile development perspective, we wanted to go to market with both an Android and an iPhone simultaneously.

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    Reviews verified by DesignRush and sourced from the agency's profile
    • Mendel Rosenblum
    • FCNJ
    • Life Town
    • Beit Chabad South Beach
    • Biago Custom
    Data sourced from the agency's DesignRush profile
  • Engage and Empower Your App Customers.

    We are a team of experts at Seven Hills Technology, building web and mobile applications for customers looking to grow their business with software and technology. Our unique ability to learn our client's business and understand their goals and challenges is what makes us the right partner to build your  [... view Seven Hills Technology profile ]
    Location
    Cincinnati, Ohio
    Number of Employees
    Under 49
    Average Hourly Rate
    $149/hr
    Minimal Budget
    $1,000 - $10,000

    Seven Hills Technology Services

    • Mobile App Development
    • IoT
    • Software Development
    • Web Development
    • UI/UX Design
    • IT Services
    Data sourced from the agency's DesignRush profile, its website, and other relevant accounts

    Seven Hills Technology Reviews & Testimonials

    • Steve Hennegan
      Steve Hennegan Review from Google
      5.0

      Steve Hennegan's Review Sourced from Google

      Seven Hills has a team full of smart creative problem solvers. They do a tremendous job educating their clients while providing a logical strategic direction. Their ability to fully own a software project or sit along side your existing team is a game changer. If you are looking for custom software development work, do your self a favor and take some time to meet Brad and Brian!

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    • Brett Ruschman
      Brett Ruschman Review from Google
      5.0

      Brett Ruschman's Review Sourced from Google

      Seven Hills is a consistent, reliable resource for our technology needs. I have been working personally with one of their owners for ~8 years now on a multitude of development projects. Brad and their team have created world class websites and applications for us.

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    • Nanette Polito
      Nanette Polito Review from Google
      5.0

      Nanette Polito's Review Sourced from Google

      You don't know what you don't know, but then when you do it is amazing! That is how I feel about Seven Hills. They do many amazing things with software development, however, sometimes it is the little things. They are G-Suite experts and what I thought was happening with my account wasn't. They were able to guide be through and now I look like the professional that I am. Thank you so much! If your company isn't running efficiently, you need to talk to them. They take the time to learn your business and understand the help you need and develop the software and process that will make your business more efficient, profitable, and be what you wanted it to be! Call them! Don't hesitate!

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    Reviews verified by DesignRush and sourced from the agency's profile
    • Cambrio
    • Sentrilock
    • Pathian
    • Snap Connect
    Data sourced from the agency's DesignRush profile

About The Author and Expert Reviewer

Selina Garcia has authored 500+ articles and edited 50+ published books in economics, law, and history. Her unique blend of experiences allows her to approach content creation from a well-rounded perspective. Currently, Selina applies her expertise to producing insightful articles on IT, software, and applications for DesignRush.

Former Development Director

Sergio is a technology leader with over six years of experience managing global teams and delivering projects across fintech, sportstech, and B2B platforms. At DesignRush, he drove product growth and development execution, building tools that speed up processes by 95% and cut costs by 35% while maintaining full uptime.