Top AI Consultants in Boston
From Kendall Square’s research labs to the Seaport Innovation District, Boston blends world-class academia and enterprise demand for practical, scalable AI. Local consultants draw on talent from MIT and Harvard, domain depth across healthcare, biotech, fintech, robotics, and manufacturing, and close ties to Route 128 enterprises and high-growth startups.
On Clutch, you can compare Boston AI consulting firms by verified reviews, portfolio strength, industry focus, tech stack, and budget. Use filters to narrow partners by hourly rate, project size, industries like healthcare or finance, and capabilities such as generative AI, NLP, computer vision, or MLOps. Ready to explore more options beyond the city? See these directories:
12 Leaders 15 Contenders
67 Companies
List of the Top Boston AI Consulting Firms
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What are Featured Providers?
$10,000+$25 - $49 / hr10 - 49Serves Boston, MAServices provided
15% AI Consulting25% AI Development20% AI Agents +3 services20% Generative AI10% IoT Development10% Low/No Code DevelopmentSee all 23 projectsDataRoot Labs is an AI Consulting firm renowned for its expertise in Artificial Intelligence Solutions and Machine Learning Consulting. Their reviews are overwhelmingly positive, with 100% of clients praising their technical proficiency, on-time delivery, and exceptional project management. Their ability to communicate effectively and provide AI Expert Advice is consistently highlighted, impressing clients with their commitment to delivering high-quality AI Services.
Industry Experience
DataRoot Labs has demonstrated expertise across diverse industries, including AI-driven consumer products, advertising & marketing, food & beverage, legal, and financial services. Clients have praised their technical proficiency, project management, and responsiveness. In the advertising sector, they excelled in developing trend identification systems, while in legal, they created impactful document automation tools. Overall, sentiment is overwhelmingly positive, highlighting their ability to deliver innovative AI solutions tailored to industry-specific needs.
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Consumer Products Financial services Software Legal Social Networking IT Services Arts, entertainment & music Healthcare Food & Beverage Information technology Other industries Advertising & marketingWas this helpful?
Average Project Cost Breakdown
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DataRoot Labs is consistently recognized for offering strong value for money, with clients noting their competitive pricing and effective solutions. One CEO highlighted that the costs were under $2 per user per month, while another remarked that their pricing fit within budget constraints. Clients frequently expressed satisfaction with the overall quality of deliverables relative to costs, reinforcing a positive sentiment regarding the company's value proposition across various projects.Was this helpful?
More responsive than most other service providers
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This provider is fluent in 3 languages:
- Ukrainian
- English
- Spanish
This provider is available in 17 time zones:
- Near East Time (NET)
- Middle East Time (MET)
- Central African Time (CAT)
- Eastern African Time (EAT)
- Alaska Standard Time (AKST)
- Central European Time (CET)
- Central Standard Time (CST)
- Eastern European Time (EET)
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$50,000+$50 - $99 / hr250 - 999Serves Boston, MAServices provided
25% AI Consulting15% AI Development15% Cloud Consulting & SI +6 services10% AI Agents10% Custom Software Development10% Generative AI5% BI & Big Data Consulting & SI5% IT Managed Services5% IT Staff AugmentationSee all 24 projectsOpinov8 Digital and Engineering Solutions is a company specializing in custom software development, staff augmentation, and technology solutions, with expertise in areas such as mobile and web app development, cloud infrastructure, and UX/UI design. Feedback from clients indicates a high level of satisfaction, with approximately 90% expressing positive experiences, particularly highlighting the team's technical expertise, responsiveness, and ability to deliver projects on time.
Industry Experience
Opinov8 Digital and Engineering Solutions has garnered positive feedback across various industries, including Information Technology, Financial Services, Medical, Arts, and Automotive. Clients appreciate their expertise in custom software development, project management, and staff augmentation. In IT and Financial Services, they excel in delivering high-quality applications and UX design, while their work in Medical and Automotive showcases strong technical capabilities. Overall, their agility, communication, and commitment to client success have established them as a reliable partner across these sectors.
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Automotive Software Engineering Arts, entertainment & music Medical Gambling Advertising & marketing Logistics & Supply Chain Other Industry Human Resources Information technology Financial services Other industries Healthcare IT ServicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Opinov8 Digital and Engineering Solutions is generally perceived as providing good value for money, with clients noting that their pricing fits within budgets while maintaining high-quality outputs. One client highlighted that their pricing was competitive, stating it offered 'great value for cost.' Another mentioned saving approximately 20% on costs due to their efficient service. Overall, the sentiment is positive, with clients appreciating the balance between cost and the quality of services rendered.Was this helpful?
More responsive than most other service providers
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This provider is fluent in 5 languages:
- English
- Spanish
- Arabic
- Polish
- Ukrainian
This provider is available in 10 time zones:
- Greenwich Mean Time (GMT)
- Central European Time (CET)
- Central Standard Time (CST)
- Eastern European Time (EET)
- Eastern Standard Time (EST)
- Pacific Standard Time (PST)
- Phoenix Standard Time (PNT)
- Mountain Standard Time (MST)
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$25,000+$150 - $199 / hr50 - 249Serves Boston, MAServices provided
30% AI Consulting30% Custom Software Development20% BI & Big Data Consulting & SI +2 services10% Cloud Consulting & SI10% IT Managed ServicesSee all 36 projectsEmergent Software is a versatile IT solutions provider specializing in custom software development, cloud services, and IT support, with projects including Azure migrations and custom portal development. Reviews indicate a high level of client satisfaction, with 90% praising their project management, expertise, and responsiveness. Clients commend their ability to deliver tailored solutions while maintaining excellent communication and support.
Reviews mention Great team
Emergent Software has consistently received positive feedback regarding their team, highlighting their professionalism and expertise. Clients noted that the team was 'top quality,' effectively translating technical jargon for non-technical stakeholders. One client praised the project management, stating that the team was 'very much on top of things' and delivered on their promises. Overall, reviewers appreciated the collaborative approach and the ability of Emergent Software to understand and adapt to their business needs, fostering a sense of partnership rather than a mere vendor relationship.-
Web Development for IT Solutions Provider
5.0 Jun 9, 2021The team has been fantastic — I have zero regrets. I don’t think I could’ve pulled this off without them. Everyone on their team has been excellent at keeping me in the loop and helping me understand what we can accomplish, which makes me confident about collaborating with them.
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Web App Dev & Design for Chemical Products Manufacturer
5.0 Feb 12, 2025Emergent Software was very much on top of things. The whole team was excellent. Most importantly, they did what they said they were going to do. Kudos to the team; this experience was very professional and positive.
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Web App Dev & Design for Chemical Products Manufacturer
5.0 Feb 12, 2025The whole team was top quality. I appreciated that they could translate my non-software language into what I wanted the program to do. They really knew how to speak with a non-tech-savvy person, which was really impressive.
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POS Custom Software Dev for Manufacturing Company
5.0 Sep 29, 2020They were a partner that understood our business well. I worked mostly with Emergent’s leadership, but they were still involved with their team members. Their team asked good questions because they knew enough about the business to give alternative ideas.
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Industry Experience
Emergent Software has demonstrated expertise across diverse industries including legal, medical, financial services, manufacturing, and utilities. Clients have praised their responsiveness, technical proficiency, and ability to deliver customized software solutions that enhance operational efficiency and user experience. Overall sentiment is positive, highlighting their commitment to project management and client satisfaction. Industries such as financial services and healthcare particularly benefit from their specialized capabilities in data management and cybersecurity, making Emergent Software a strong fit for clients seeking robust IT solutions.
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Legal Chemicals & Biotechnology Medical Construction Transportation Advertising & marketing IT Services Design Food & Beverages Nonprofit Hospitality & leisure Government Engineering Healthcare Financial services Other Industry Retail Arts, entertainment & music Manufacturing UtilitiesWas this helpful?
More responsive than most other service providers
Get in TouchEmergent Software is very responsive
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Minneapolis, Minnesota (10) Grand Rapids, Michigan (2) Stillwater, Minnesota (1) New York City, New York (1) Cheshire, Connecticut (1) Kalamazoo, Michigan (1) Roseville, Michigan (1) Chanhassen, Minnesota (1) Eden Prairie, Minnesota (1) Forest Lake, Minnesota (1) Lenexa, Kansas (1) Milwaukee, Wisconsin (1) Des Moines, Iowa (1) Searcy, Arkansas (1) Plymouth, Minnesota (1) Sun Prairie, Wisconsin (1) Denver, Colorado (1) Philadelphia, Pennsylvania (1) Pittsburgh, Pennsylvania (1) Corcoran, Minnesota (1) Grand Rapids, United States (1) New Prague, Minnesota (1) Greene, New York (1) Lake Delton, Wisconsin (1)This provider is fluent in 1 language:
- English
This provider is available in 4 time zones:
- Central Standard Time (CST)
- Eastern Standard Time (EST)
- Pacific Standard Time (PST)
- Mountain Standard Time (MST)
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$1,000+$25 - $49 / hr1,000 - 9,999Serves Boston, MAServices provided
20% AI Consulting15% AI Development15% E-Commerce Development +4 services15% Mobile App Development15% Web Development10% Custom Software Development10% IT Managed ServicesSee all 100 projectsDotsquares offers a range of IT development services, including AI Consultancy and AI Solutions. Feedback from clients highlights their impressive project management skills, timely delivery, and dedication to exceeding expectations. The company's strong reputation is further reinforced by their ability to consistently deliver excellent results, positioning them as a reliable partner for Artificial Intelligence Consulting projects.
Industry Experience
Dotsquares has received positive feedback across various industries, including legal, education, financial services, real estate, and IT. Clients praised their strong project management, timely delivery, and responsiveness. In the legal sector, they excelled in website development and online platforms. In education, their work on content management systems was noted for quality. In financial services, they demonstrated expertise with CRM implementations. Overall, their strengths lie in effective communication and adaptability, making them a strong contender in multiple sectors.
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Other Industry Beauty & Cosmetics Logistics & Supply Chain Consulting Business services Retail Manufacturing Healthcare eCommerce Nonprofit Other industries Automotive Medical Human Resources Utilities Consumer Products Information technology Sports Education Hospitality & leisure Legal Media IT Services Arts, entertainment & music Research Real estate Financial services Transportation Software Advertising & marketing Energy & natural resourcesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback regarding Dotsquares highlights a strong sentiment towards their cost-effectiveness and value for money. Multiple reviews indicate that their pricing aligns well with client budgets, with one client noting they chose Dotsquares due to competitive pricing and high-quality work. Another client emphasized the exceptional service and cost-effectiveness, stating, 'They truly went above and beyond.' Overall, clients appreciate the balance of quality and affordability, reinforcing Dotsquares as a reliable partner.Was this helpful?
More responsive than most other service providers
Get in TouchDotsquares is very responsive
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This provider is fluent in 1 language:
- English
This provider is available in 7 time zones:
- Greenwich Mean Time (GMT)
- Central European Time (CET)
- Central Standard Time (CST)
- Eastern European Time (EET)
- Eastern Standard Time (EST)
- Pacific Standard Time (PST)
- Mountain Standard Time (MST)
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$100,000+$100 - $149 / hr50 - 249Danvers, MA
Services provided
25% AI Consulting30% AI Development25% Generative AI +1 service20% AI AgentsSee all 41 projectsNineTwoThree AI Studio is an AI Consultancy specializing in AI Implementation Services and Artificial Intelligence Solutions. Reviewers highlight the company's strong project management and enthusiasm, noting a 100% positive response regarding their ability to deliver innovative AI solutions, such as AI models for legal document analysis, which effectively meet client needs and objectives.
Reviews mention Well-executed projects
NineTwoThree Venture Studio received highly positive feedback for their well-executed projects, particularly noted for delivering an exceptional product on schedule with high code quality and minimal oversight. Clients praised the team's effective communication and project management, highlighting individuals like Tanya for her outstanding leadership. One client specifically mentioned, "They did exactly what we asked them to build," reflecting the studio's commitment to meeting client expectations and delivering valuable results.-
Product Features Dev for Customer Collab Platform Startup
5.0 Nov 19, 2022923 delivered an exceptional product right on schedule. They did exactly what we asked them to build with a really high code quality and very little oversight on our end. 923 has been incredible to work with and I'd recommend them to anyone looking for product development support. The code quality was exceptional. Tanya did an amazing job project managing everything from start to finish. It made things really easy for us as a customer.
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Industry Experience
NineTwoThree AI Studio has demonstrated expertise across various industries, including Financial Services, Medical, Automotive, and Education. Clients consistently praise their project management, communication, and ability to deliver high-quality solutions on time. In Financial Services, they've helped create innovative tools, while in Medical and Automotive, they developed AI-driven applications and platforms. Overall, sentiment is highly positive, indicating a strong fit for projects requiring advanced technology solutions, particularly in sectors focused on data management and user experience.
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Manufacturing Financial services Sports Other industries Software Legal Automotive Non-profit Education Hospitality & leisure IT Services Consulting Social Networking Healthcare Other Industry Business services Information technology Medical Consumer Products Real estateWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients frequently commend NineTwoThree AI Studio for delivering excellent value for money, highlighting their competitive pricing and high-quality outcomes. For instance, one client noted the company's 'good value for cost' and another emphasized their ability to exceed expectations while remaining budget-friendly. Overall, feedback indicates a strong sentiment that the firm provides significant return on investment, with multiple reviews reflecting satisfaction with the balance of cost and quality in their services.Was this helpful?
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This provider is fluent in 1 language:
- English
This provider is available in 1 time zone:
- Eastern Standard Time (EST)
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$75,000+$50 - $99 / hr50 - 249Brookline, MA
Services provided
10% AI Consulting40% AI Development10% AI Agents +4 services10% Custom Software Development10% Enterprise App Modernization10% Generative AI10% UX/UI DesignSee all 59 projectsValere is an AI Consulting firm specializing in discovery for mobile app development and feature prioritization. The company receives positive feedback, with 100% of reviewers noting their professionalism, strong project management, and client-focused approach. Valere is recognized for its AI strategy consulting and collaborative communication, although some clients suggest they could offer more strategic guidance regarding project scope.
Reviews mention Passionate about their work
Valere Labs demonstrates a passionate commitment to their work, as highlighted by a client's remark that they are 'eager to bring our ideas to life.' The client emphasized their satisfaction with the team's enthusiasm and dedication, noting that they couldn't have found a better development partner at the given price. This positive sentiment reflects Valere Labs' dedication to project goals, although there is a suggestion for improvement in project management processes.-
Custom Mobile App Development for Social Travel Platform
4.5 Jul 21, 2021Valere Labs is a young startup that’s eager to bring our ideas to life. I couldn’t have found a better development partner at this price.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Valere Labs is frequently commended for delivering high value for money, with clients noting their responsiveness and effective project management. One client highlighted their impressive adaptability and transparent communication, stating, "They delivered items on time and were good at proposing pragmatic options." Another remarked on their competitive pricing, stating, "The pricing fit our budget, and their quality was excellent." However, some reviews indicated room for improvement in upfront scoping and proactive communication to enhance project clarity.Was this helpful?
More responsive than most other service providers
Get in TouchValere is very responsive
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See All Locations (5)Brookline, MA
5 Kendall St
Brookline, MA 0244510 - 15
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$10,000+< $25 / hr250 - 999Serves Boston, MAServices provided
10% AI Consulting30% Mobile App Development30% Web Development +3 services10% AI Agents10% Custom Software Development10% UX/UI DesignSee all 40 projectsPowerGate Software is a comprehensive software development company specializing in custom software, mobile app, and web development services. Across reviews, 100% of clients praised their technical expertise, responsiveness, and the ability to deliver projects on time. While some mentioned areas for improvement in communication and UI/UX design, the majority highlighted their commitment and value for cost, making PowerGate Software a trusted partner in technical solutions.
Industry Experience
PowerGate Software has received positive feedback across various industries, including Education, Information Technology, Real Estate, and Financial Services. Clients highlight their expertise in software development, project management, and technical depth. In Education, they excelled in creating user-friendly platforms, while in IT, they delivered complex SaaS solutions with AI features. The Real Estate and Financial Services sectors appreciated their ability to build secure, efficient applications. Overall, PowerGate's strengths lie in technical capabilities, responsiveness, and effective communication, making them a strong contender for projects in these areas.
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Real estate Information technology Healthcare Other Industry Sports Software Automotive Financial services Human Resources Retail Consumer Products Business services Consulting Other industries Education IT ServicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
PowerGate Software is frequently recognized for providing good value for money, with clients highlighting their competitive pricing and alignment with budget expectations. One client noted, 'Good value for cost,' while another emphasized that their pricing fit their budget well. Overall, the sentiment reflects satisfaction with the balance of quality and cost, as clients feel they receive substantial expertise and service for the investment made.Was this helpful?
More responsive than most other service providers
Get in TouchPowerGate Software is very responsive
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This provider is fluent in 2 languages:
- English
- Vietnamese
This provider is available in 32 time zones:
- Near East Time (NET)
- Middle East Time (MET)
- China Taiwan Time (CTT)
- Brazil Eastern Time (BET)
- Greenwich Mean Time (GMT)
- India Standard Time (IST)
- Japan Standard Time (JST)
- Midway Islands Time (MIT)
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$10,000+$150 - $199 / hr50 - 249Serves Boston, MAServices provided
20% AI Consulting20% CRM Consulting and SI20% Web Development +3 services15% AI Development15% Custom Software Development10% Cloud Consulting & SISee all 43 projectsLaunchPad Lab is a versatile software development company specializing in custom web and mobile applications, often utilizing technologies such as Ruby on Rails and Salesforce. Their reviews reflect a strong reputation for delivering high-quality, scalable solutions on time, with an impressive 95% of clients highlighting their project management skills and adaptability to client needs. Clients frequently commend their ability to integrate seamlessly with existing systems and cultures, acting as true partners rather than just service providers.
Reviews mention Great project management
Clients consistently praise LaunchPad Lab for their exceptional project management skills. One CEO noted their 'excellent communication' and adherence to project scopes, highlighting weekly meetings that facilitated collaboration. Another client emphasized the team's ability to adapt to evolving needs while maintaining regular communication and meeting deadlines. Overall, clients express high satisfaction, appreciating LaunchPad Lab's commitment to delivering on promises and fostering a productive working relationship.-
Software & Web Redesign & Dev for Automotive Company
5.0 Nov 10, 2022LaunchPad Lab has performed well in terms of project management. They’re excellent at communicating, and they were pretty accurate in what they scoped out for us. They lead weekly touchpoint meetings and have set up an effective collaboration cadence.
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Solution Dev for Real Estate Firm
5.0 Oct 25, 2022The workflow with LaunchPad Lab was perfect. We are a small team so after the initial scoping was complete it was very hands-off. I could just let go and trust the project was in good hands. If they had questions/issues they communicated swiftly. I always knew where we stood within the scope.
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Web App Dev for University Museum
5.0 Jun 28, 2021LaunchPad Lab had an efficient project management approach — they kept things moving forward and provided us with constant updates and productive ideas. On top of that, we always looked forward to our meetings because LaunchPad Lab was fun and easy to work with.
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Custom Software Dev for Education Access Nonprofit
4.5 May 15, 2020Their project management is good; they meet deadlines, and we’re in regular communication. We know when there are challenges, and we work together to figure out how to adapt them. It works well.
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Web Design for Book Marketing Campaign
4.5 Aug 25, 2015I'm more than satisfied. The design of the website is beautiful, and they worked with me on changes I wanted to make to optimize it. The accessibility of it for users and the ease with which I can post items and improve it is fantastic. They've been responsive when there are things that I need them to do whether it's a small change or something that's larger. LaunchPad Lab is extremely fair and patient with my needs. I'm a specific detail-oriented person, and they haven't let me down once. I love the site.
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Industry Experience
LaunchPad Lab has received favorable feedback across multiple industries, notably Financial Services, Education, Real Estate, and Automotive. Clients highlight their expertise in developing responsive web platforms, enhancing user experience, and delivering projects on time. In Financial Services, they excel in platform integrations; in Education, they support e-learning solutions. Overall, sentiment is highly positive, affirming LaunchPad Lab's adaptability and collaborative approach, making them a strong fit for businesses seeking technological innovation across diverse sectors.
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Automotive Consulting Arts, entertainment & music Sports Real estate Nonprofit Information technology Business services Hospitality & leisure Human Resources Consumer Products IT Services Financial services Software Healthcare Government Education MedicalWas this helpful?
More responsive than most other service providers
Get in TouchLaunchPad Lab is very responsive
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Chicago, Illinois (23) New York City, New York (2) Omaha, Nebraska (1) Bloomington, Indiana (1) West Lafayette, Indiana (1) Detroit, Michigan (1) Austin, Texas (1) Buffalo, New York (1) Friendswood, Texas (1) Newport Beach, California (1) Commerce City, Colorado (1) Tempe, Arizona (1) Boise, Idaho (1) Waltham, Massachusetts (1) Pittsburgh, Pennsylvania (1)This provider is fluent in 1 language:
- English
This provider is available in 4 time zones:
- Central Standard Time (CST)
- Eastern Standard Time (EST)
- Pacific Standard Time (PST)
- Mountain Standard Time (MST)
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$75,000+$50 - $99 / hr10 - 49Serves Boston, MAServices provided
35% AI Consulting35% AI Agents10% Custom Software Development +2 services10% Mobile App Development10% Product DesignSee all 25 projectsX2 Labs is a versatile mobile app development company, praised for its exceptional project management and professionalism. With a focus on delivering high-quality, user-friendly solutions, 90% of reviewers highlight their commitment to excellence and the ability to adapt swiftly to changes. Their collaborative approach and culture fit are frequently noted as key strengths.
Reviews mention Unique expertise
Clients commend X2 Labs for their unique expertise in mobile development, highlighting their focused approach as a key strength. One client noted, "They don’t focus on a lot of different technologies and that makes them experts at what they do," emphasizing their proficiency compared to other firms. Their ability to integrate seamlessly into existing projects and provide flexible resources has also been praised, showcasing their commitment to enhancing productivity and collaboration.-
App Dev Staff Augmentation for California Tech Company
5.0 May 18, 2018X2 Mobile’s biggest strength is mobile development. They don’t focus on a lot of different technologies and that makes them experts at what they do. We’ve engaged with other firms that try to work with any technology, but they often don’t have the expertise to adequately deliver. We also appreciate X2 Mobile’s ability to quickly integrate with an existing project and provide services as needed.
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Industry Experience
X2 Labs has received positive feedback across various industries, demonstrating strong expertise in Information Technology, Education, Arts & Entertainment, and Business Services. Clients appreciate their professionalism, project management capabilities, and successful delivery of customized mobile applications. In Education, they excel in developing apps for learning and curriculum support, while in Arts & Entertainment, they enhance event experiences through innovative solutions. Overall, X2 Labs is recommended for projects in these sectors due to their proven ability to meet client needs and deliver high-quality results.
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Arts, entertainment & music Other industries Business services eCommerce Government Sports Software Information technology EducationWas this helpful?
More responsive than most other service providers
Get in TouchX2 Labs is very responsive
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This provider is fluent in 2 languages:
- English
- Romanian
This provider is available in 3 time zones:
- Greenwich Mean Time (GMT)
- Central European Time (CET)
- Eastern European Time (EET)
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$25,000+$150 - $199 / hr10 - 49Needham, MA
Services provided
30% AI Consulting30% AI Development20% Mobile App Development +3 services10% UX/UI Design5% Mobile & App Marketing5% Web DesignSee all 18 projectsRocket Farm Studios is a versatile app development company specializing in fintech, social networking, and health-related applications. The reviews highlight their dedication to understanding client needs, with 90% praising their project management and communication. While some noted minor scheduling issues, 85% of reviewers commend their innovation and professionalism. Overall, Rocket Farm Studios is recognized for delivering high-quality, user-focused solutions.
Reviews mention Innovative
Clients have consistently praised Rocket Farm Studios for their innovative approach and creativity in app development. One client highlighted the design team as 'exceptionally talented and thoughtful,' emphasizing their alignment with the client's vision and user engagement. The studio's ability to provide multiple feasible outcomes during the discovery phase further illustrates their innovative mindset. Overall, the sentiment regarding their innovative capabilities is highly positive, with clients expressing satisfaction in their creative problem-solving.-
Mobile App Dev for Leadership Training Company
5.0 Nov 20, 2022Their biggest strength is their creativity and innovation. Their design team is exceptionally talented and thoughtful; they’re conscientious about aligning the app with our initial concept. They’re very thoughtful about user engagement, which is critical to the app’s success.
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Industry Experience
Rocket Farm Studios has demonstrated expertise across multiple industries, notably in Financial Services, Information Technology, Media, and Health & Wellness. Clients consistently commend their thorough project management, innovative design, and effective communication. In the financial sector, they excelled in fintech app development. In tech, they facilitated successful app creation for social platforms, while in media, they enhanced user engagement through mobile solutions. Overall, the sentiment is highly positive, indicating they are a strong fit for diverse tech-centric projects.
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Information technology Other Industry Consulting Media Consumer Products Software Wellness & Fitness Healthcare IT Services Financial servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Rocket Farm Studios is generally perceived as providing good value for money, with clients noting their affordability relative to competitors. One client mentioned they were a 'more affordable option' which made engaging them a wise decision. Another client highlighted that while Rocket Farm Studios was 'relatively expensive,' they still offered competitive pricing. Overall, feedback indicates that clients feel they receive quality service and thorough project management within their budget, affirming their investment was worthwhile.Was this helpful?
More responsive than most other service providers
Get in TouchRocket Farm Studios is very responsive
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$10,000+$50 - $99 / hr50 - 249Cambridge, MA
Services provided
10% AI Consulting10% AI Development10% Custom Software Development +7 services10% Enterprise App Modernization10% Generative AI10% IT Managed Services10% Mobile App Development10% UX/UI Design10% Web Design10% Web DevelopmentSee all 33 projectsSoftDoes is a software development company specializing in creating customized platforms that streamline operations and improve workflow efficiency. Across various industries, clients consistently praise SoftDoes for their ability to understand complex processes and deliver solutions that integrate seamlessly into existing systems. With approximately 100% positive feedback, reviewers frequently highlight SoftDoes' adaptability, cost-effectiveness, and capacity to address specific client needs while reducing operational inefficiencies by 23-45%.
Reviews mention Timely
SoftDoes has received overwhelmingly positive feedback regarding their timeliness in project delivery. Clients noted that they consistently met deadlines, with one stating that adjustments were handled promptly and without difficulty. For instance, the turnaround time for publishing updates improved from days to hours, and milestones were delivered as expected. Overall, clients expressed satisfaction with SoftDoes' responsiveness and ability to adapt to changing needs quickly, reinforcing their reputation for timely project management.-
Web Design & Development for Cybersecurity Company
5.0 Apr 19, 2024Yes, all products were delivered promptly. We were impressed with how responsive and thorough their support was.
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BigCommerce Migration & Dev for Veterinary Services Company
5.0 Feb 25, 2024Very timely, including weekend work when needed. Always responsive within 24 hours and often within hours of a request were our needs addressed. Timeline was longer than expected, but the developer made up for the delay by providing additional support and insight.
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Custom Software Dev for Real Estate Company
5.0 Feb 27, 2026They deliver before deadlines and they always do it at a fair price. They are superstars.
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Custom Software Dev for Government Agency
5.0 May 11, 2026SoftDoes maintained a structured but flexible approach to project management. They adhered to agreed timelines in most cases and communicated clearly when adjustments were required. They were also receptive to feedback and able to incorporate changes without disrupting overall progress.
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Custom Software Development for Energy Company
5.0 May 21, 2026SoftDoes team was organized and generally easy to work with throughout the project. Communication stayed consistent without turning into unnecessary meetings or updates, which honestly worked well for our environment. We usually had clear progress updates, realistic delivery expectations, and quick responses whenever operational priorities shifted.
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Industry Experience
SoftDoes has demonstrated expertise across various industries, including Information Technology, Sports, Advertising & Marketing, and Healthcare. Clients commend their ability to streamline operations, enhance user experience, and improve overall efficiency through custom software solutions. Positive feedback highlights their adaptability, effective communication, and focus on practical, user-friendly designs. Overall, SoftDoes is well-suited for organizations seeking operational improvements in technology-centric fields, event management, marketing, healthcare, and education.
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Education eCommerce Consumer products & services Healthcare Real estate Non-profit Financial services Dental Construction Energy & natural resources Sports Information technology Other industries Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
SoftDoes consistently received positive feedback regarding their cost-effectiveness and value for money. Clients frequently highlighted that the pricing fit their budgets and provided good value, with one stating, "Great culture fit, good value for cost." Several reviews noted that the cost was justified by the efficiency gains achieved, such as a 40% reduction in task completion time. Overall, clients expressed satisfaction with the return on investment from their collaboration with SoftDoes.Was this helpful?
More responsive than most other service providers
Get in TouchSoftDoes is very responsive
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$5,000+$150 - $199 / hr1,000 - 9,999Raynham, MA
Services provided
10% AI Consulting70% IT Managed Services10% Cybersecurity +1 service10% IT Strategy ConsultingSee all 93 projectsIntegris is a managed IT services and cybersecurity provider, offering comprehensive remote and on-site solutions, including IT infrastructure, security testing, and cloud services. Across reviews, Integris is praised for its responsive customer service, knowledgeable team, and effective project management. Approximately 85% of reviewers highlight their expertise in cybersecurity and IT support, while 70% commend their proactive communication and reliability.
Reviews mention Great project management
Integris has received consistent praise for its exceptional project management capabilities. Clients have highlighted their effective communication and timely project delivery. For instance, one client noted that Integris' project manager provided a detailed timeline and followed up diligently, ensuring a smooth server installation process. Another client emphasized their responsiveness and ability to adapt to client needs, stating that they always deliver on budget and timelines. Overall, the sentiment reflects a strong confidence in Integris' project management proficiency.-
Managed IT Services & Server Migration for Gas Trade Publication
4.5 Sep 30, 2024Integris' project management is great. The team's project manager contacted us two days after I approved the quote to get going on the project; that was a good response time. Integris' project manager has laid out the steps and prepared the timeline, which went pretty well. I'm happy with the process.
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Managed IT Services & Cybersecurity for Community Bank
5.0 Jul 19, 2024Integris offers great project management, and our account executives are excellent. They deliver on time, stick to the budget, and respond well to our needs. Moreover, their ticket response time is very fast.
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Managed IT & Support Services for Bank
4.5 Jul 16, 2024Their project management is great. We’ve done a couple of significant projects with them, and those projects have gone well. The team’s communication is also good. We typically use phone calls and emails and occasionally have Zoom or Microsoft Teams meetings, depending on the topic.
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IT Services for Law Firm
5.0 Aug 15, 2022They perform well with project management; they assign a team to us every time we have a project together, and they manage the logistics and planning of the task. Integris is also good with communication; we use emails, phone calls, meetings, and their ticketing system.
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Managed IT Services for Machinery Manufacturing Company
5.0 Aug 12, 2022Integris’ project management has been great. Whenever they develop a project plan, they collaborate with us and have regular meetings throughout the project, depending on its length. At the end of each project, they create a summary and come back to us to discuss our experience and whether or not we met our objectives.
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Industry Experience
Integris has demonstrated strong expertise across various industries, including financial services, healthcare, and non-profit organizations. Clients consistently recognize their proactive approach, high-quality service, and ability to provide tailored IT solutions. Overall sentiment reflects satisfaction with Integris' responsiveness and project management, particularly in cybersecurity and infrastructure. They are especially well-suited for organizations requiring comprehensive IT support and those looking to transition to cloud-based systems.
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Consulting Arts, entertainment & music Retail Medical Media Consumer Products Non-profit Sports Food & Beverages Hospitality & leisure Engineering IT Services Pharmaceuticals Healthcare Manufacturing Nonprofit Education Logistics & Supply Chain Advertising & marketing Beauty & Cosmetics Automotive Construction Legal Other Industry Financial services Other industries Business services Real estateWas this helpful?
More responsive than most other service providers
Get in TouchIntegris is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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This provider is fluent in 1 language:
- English
This provider is available in 4 time zones:
- Central Standard Time (CST)
- Eastern Standard Time (EST)
- Pacific Standard Time (PST)
- Mountain Standard Time (MST)
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$10,000+Undisclosed250 - 999Cambridge, MA
Services provided
40% AI Consulting30% AI Development15% AI Agents +1 service15% Generative AISee all 7 projectsCreative Chaos helps companies turn AI from a promising tool into a measurable business outcome. Our AI Orchestrators work inside operations to identify where time and money are being lost to
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$50,000+< $25 / hr10,000+Southborough, MA
Services provided
15% AI Consulting15% AI Development5% AI Agents +13 services5% Application Management & Support5% Application Testing5% BI & Big Data Consulting & SI5% Back Office Outsourcing5% Cloud Consulting & SI5% Custom Software Development5% Digital Engineering5% Enterprise App Modernization5% Generative AI5% IT Managed Services5% IT Staff Augmentation5% IT Strategy Consulting5% Web DevelopmentSee all 15 projectsVirtusa is a versatile IT services company offering solutions in software development, data management, and business intelligence. Reviews highlight their dedication to delivering high-quality outcomes, with a strong emphasis on professionalism and technical expertise. Notably, 100% of the reviews commend their commitment and excellent client communication, while 90% mention timely project delivery, establishing them as a reliable partner in tech development and consulting.
Reviews mention Transparent
The overall sentiment regarding transparency from client feedback is highly positive. Clients appreciate ITMAGINATION's responsiveness and the seamless communication established during the project. One client noted, 'the project is managed jointly... which ensured everyone was aligned and full transparency achieved.' Additionally, the ability of ITMAGINATION to quickly understand business needs and adjust team structure further reinforces their commitment to transparency and partnership, fostering trust throughout the collaboration.-
Web Development for Independent Multi-Issue Platform
5.0 Jul 7, 2022The project is managed jointly between the Luma and ITMAGINATION team, which ensured everyone was aligned and full transparency achieved.
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Industry Experience
Virtusa has demonstrated substantial expertise across multiple industries including Medical, Manufacturing, Financial Services, and technology sectors. Clients commend their commitment to quality, timely project delivery, and strong communication. In Medical, they excel in integrating data and enhancing application performance. In Manufacturing, they have successfully implemented data warehousing and BI solutions. Their work in Financial Services showcases their ability to develop responsive platforms. Overall, Virtusa is well-regarded for innovation, reliability, and effective project management across diverse sectors.
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Medical Manufacturing Other industries Financial services Business servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive Virtusa as offering good value for money, with many noting their competitive pricing relative to the quality of services provided. For instance, a CEO highlighted that Virtusa's team delivered high-quality work at a reasonable cost, while a Global Project Manager emphasized their alignment with budget expectations. Overall, clients express satisfaction with the cost-effectiveness of their solutions, suggesting that Virtusa is a strong option for those seeking quality services without excessive expenditures.Was this helpful?
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Featured
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$5,000+$150 - $199 / hr1,000 - 9,999Serves Boston, MAServices provided
10% AI Consulting70% IT Managed Services10% Cybersecurity +1 service10% IT Strategy ConsultingSee all 93 projectsIntegris is a managed IT services and cybersecurity provider, offering comprehensive remote and on-site solutions, including IT infrastructure, security testing, and cloud services. Across reviews, Integris is praised for its responsive customer service, knowledgeable team, and effective project management. Approximately 85% of reviewers highlight their expertise in cybersecurity and IT support, while 70% commend their proactive communication and reliability.
Reviews mention Great project management
Integris has received consistent praise for its exceptional project management capabilities. Clients have highlighted their effective communication and timely project delivery. For instance, one client noted that Integris' project manager provided a detailed timeline and followed up diligently, ensuring a smooth server installation process. Another client emphasized their responsiveness and ability to adapt to client needs, stating that they always deliver on budget and timelines. Overall, the sentiment reflects a strong confidence in Integris' project management proficiency.-
Managed IT Services & Server Migration for Gas Trade Publication
4.5 Sep 30, 2024Integris' project management is great. The team's project manager contacted us two days after I approved the quote to get going on the project; that was a good response time. Integris' project manager has laid out the steps and prepared the timeline, which went pretty well. I'm happy with the process.
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Managed IT Services & Cybersecurity for Community Bank
5.0 Jul 19, 2024Integris offers great project management, and our account executives are excellent. They deliver on time, stick to the budget, and respond well to our needs. Moreover, their ticket response time is very fast.
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Managed IT & Support Services for Bank
4.5 Jul 16, 2024Their project management is great. We’ve done a couple of significant projects with them, and those projects have gone well. The team’s communication is also good. We typically use phone calls and emails and occasionally have Zoom or Microsoft Teams meetings, depending on the topic.
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IT Services for Law Firm
5.0 Aug 15, 2022They perform well with project management; they assign a team to us every time we have a project together, and they manage the logistics and planning of the task. Integris is also good with communication; we use emails, phone calls, meetings, and their ticketing system.
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Managed IT Services for Machinery Manufacturing Company
5.0 Aug 12, 2022Integris’ project management has been great. Whenever they develop a project plan, they collaborate with us and have regular meetings throughout the project, depending on its length. At the end of each project, they create a summary and come back to us to discuss our experience and whether or not we met our objectives.
Read Full Review
Was this helpful?
Industry Experience
Integris has demonstrated strong expertise across various industries, including financial services, healthcare, and non-profit organizations. Clients consistently recognize their proactive approach, high-quality service, and ability to provide tailored IT solutions. Overall sentiment reflects satisfaction with Integris' responsiveness and project management, particularly in cybersecurity and infrastructure. They are especially well-suited for organizations requiring comprehensive IT support and those looking to transition to cloud-based systems.
Read All ReviewsSelect Industry to see insights
Consulting Arts, entertainment & music Retail Medical Media Consumer Products Non-profit Sports Food & Beverages Hospitality & leisure Engineering IT Services Pharmaceuticals Healthcare Manufacturing Nonprofit Education Logistics & Supply Chain Advertising & marketing Beauty & Cosmetics Automotive Construction Legal Other Industry Financial services Other industries Business services Real estateWas this helpful?
More responsive than most other service providers
Get in TouchIntegris is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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$5,000+Undisclosed250 - 999Burlington, MA
Services provided
25% AI Consulting30% Search Engine Optimization15% Pay Per Click +3 services15% Performance Marketing10% Social Media Marketing5% Ecommerce MarketingSee all 13 projectsGo Fish Digital is a digital marketing agency specializing in SEO, website redesign, content creation, and online reputation management. Across various projects, clients consistently praised the company’s exceptional project management, responsiveness, and ability to deliver quality results. With 100% positive feedback, reviewers highlighted Go Fish Digital's expertise in SEO and their seamless communication skills, making them a reliable choice for comprehensive digital solutions.
Reviews mention Positive attitude
Clients consistently commend Go Fish Digital for their positive attitude and proactive approach. One client highlighted their willingness to present new ideas and maintain open communication, stating they 'have a positive approach, and they're not afraid to tell the truth.' This sentiment reflects an overall satisfaction with their project management and alignment with client goals, leading to successful outcomes in online reputation management.-
Reputation Management for Telecommunications Company
5.0 Mar 10, 2020They have a positive approach, and they're not afraid to tell the truth. Good project management.
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Industry Experience
Go Fish Digital has demonstrated expertise across various industries, including mental health, professional services, advertising & marketing, telecommunications, retail, financial services, and more. Clients reported satisfaction with their SEO, content creation, and web design capabilities, highlighting strengths in project management, communication, and responsiveness. Overall sentiment is positive, particularly in advertising & marketing and financial services, where measurable improvements in online presence and customer engagement were noted. This positions Go Fish Digital as a strong contender for clients in diverse sectors seeking digital marketing solutions.
Read All ReviewsSelect Industry to see insights
Transportation Healthcare Advertising & marketing Nonprofit Telecommunications Retail Arts, entertainment & music Software Financial servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently express satisfaction with Go Fish Digital's value for money, noting that their pricing fits within budgets while delivering high-quality results. One client highlighted that their fees were reasonable, and another remarked on the company's ability to meet timelines and expectations without exceeding costs. Overall, the sentiment is overwhelmingly positive, with clients appreciating the balance of cost and the quality of service provided.Was this helpful?
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Miami Beach, Florida (1) Cary, North Carolina (1) Raleigh, North Carolina (1) Southfield, Michigan (1) Minneapolis, Minnesota (1) Milwaukee, Wisconsin (1) Newport Beach, California (1) Orange, California (1) San Diego, California (1) Philadelphia, Pennsylvania (1) Virginia Beach, Virginia (1) Tipp City, Ohio (1) Dulles Town Center, Virginia (1)Was this helpful?
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$5,000+Undisclosed10 - 49Needham, MA
Services provided
10% AI Consulting70% AI Development20% IT Staff AugmentationSee all 10 projectsGloby is a talent acquisition and recruitment agency specializing in sourcing high-caliber professionals across various industries, notably in tech and software development. Reviews highlight their ability to understand client needs, offer tailored solutions, and ensure a smooth hiring process. With 100% positive feedback, clients commend their cultural alignment, responsiveness, and efficient project management, making them a trusted partner in global recruitment endeavors.
Reviews mention Patient
Clients have expressed a positive sentiment towards GoGloby's patience throughout the project. One client specifically highlighted that Globy was 'patient with us getting up to speed,' which contributed to a smooth hiring process. The overall feedback indicates that Globy's responsive and accommodating nature significantly enhanced the collaboration, ensuring that client needs were met effectively and efficiently, reinforcing their reputation as a reliable partner.-
Recruitment Services for PR Agency
4.5 Feb 14, 2024They understood our needs, were patient with us getting up to speed, and ensured we got the best talent in the market.
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Industry Experience
GoGloby has demonstrated expertise in various industries, notably financial services, gaming, information technology, advertising & marketing, and other sectors. Clients praised their ability to assemble top-tier talent, facilitate quick recruitment processes, and maintain strong communication. The overall sentiment is highly positive, emphasizing Globy's cultural fit, responsiveness, and thorough understanding of client needs. This positions them as a strong candidate for clients in fintech, gaming, and digital services, looking for quality engineering and recruitment solutions.
Read All ReviewsSelect Industry to see insights
Information technology Financial services Gaming Software IT Services Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
GoGloby has received positive feedback regarding their cost and value for money, with multiple clients highlighting that their pricing fits within budget while delivering high-quality talent. For instance, a client noted that their average hiring cost was 40% lower than usual, while another emphasized the 'good value for cost' and effective recruitment process. Overall, the sentiment towards GoGloby's pricing and value is overwhelmingly favorable, with many clients expressing satisfaction with the return on investment.Was this helpful?
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$25,000+$50 - $99 / hr250 - 999Boston, MA
Services provided
15% AI Consulting40% Cloud Consulting & SI20% Generative AI +3 services15% AI Development5% Custom Software Development5% IT Strategy ConsultingSee all 17 projectsArmakuni is a proficient AI Consulting firm, specializing in AI solutions and AI implementation services. They consistently receive positive reviews, with no negative feedback reported. Clients commend their professionalism, project management, and AI expertise, with over 80% highlighting their responsiveness and commitment to client satisfaction. Armakuni delivers timely, innovative solutions, often exceeding expectations in diverse projects.
Reviews mention Attentive
Clients consistently highlight Armakuni's attentiveness throughout the project lifecycle. For instance, one client noted that the team was 'very attentive, attended all meetings,' and was 'responsive to my questions and concerns along the way.' Another client emphasized their 'flexibility' in accommodating scheduling needs and their attentiveness in addressing design and functionality inquiries. Overall, the sentiment reflects a strong appreciation for Armakuni's proactive communication and commitment to meeting client needs.-
Live Streaming Portal Development for Media Production Co
5.0 Jul 8, 2025Armakuni was very flexible with accommodating my scheduling needs. They were responsive and attentive to questions I had and addressed each concern I had whether it was design or functionality. The project was completed faster than expected.
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Custom Software & AI Consulting for Document Processing Co
5.0 Oct 30, 2025Yes, the team was very attentive, attended all meetings (even I fell short here) and delivered everything on time. They were very responsive to my questions and concerns along the way.
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5 of 5 AI Consulting reviews are 5 stars1 new review for AI Consulting in past 6 months$50,000 – $199,999 avg. project costRead 4 ReviewsAI Consulting PROJECT HIGHLIGHT
LLM Implementation & RAG Pipeline Dev for Public Utility Co
5.0 — Armakuni provided AI consulting and development services for a utility company. The team was responsible for implementing an LLM and building an RAG pipeline. Read moreWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Armakuni is consistently recognized for providing good value for money, with multiple clients noting their competitive pricing compared to peers. One client highlighted their 'notably competitive flat rate' as a Premier AWS partner, while another emphasized that their pricing fit within budget constraints. Overall, feedback reflects a positive sentiment regarding cost-effectiveness, with clients appreciating the quality of work delivered relative to investment, underscoring their ability to meet complex project requirements efficiently.Was this helpful?
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$25,000+Undisclosed10 - 49Belmont, MA
Services provided
10% AI Consulting15% CRM Consulting and SI15% Cloud Consulting & SI +6 services10% AI Development10% Custom Software Development10% ERP Consulting and SI10% IT Managed Services10% IT Staff Augmentation10% Web DevelopmentSee all 4 projectsCloudFountain Inc is a technology company specializing in custom product development, coding, and system integration services. Reviews highlight their on-time delivery, adaptability, and subject matter expertise, with 100% positive feedback emphasizing their commitment to high-quality work and effective communication. Clients appreciate their ability to understand complex problems and tailor solutions effectively, with no significant areas for improvement noted.
Reviews mention Meets deadlines
The overall sentiment regarding CloudFountain Inc's ability to meet deadlines is highly positive. A client noted that the company consistently delivered high-quality work within tight timelines, adhering to all agreed-upon deadlines and budgets. They emphasized that CloudFountain not only met but exceeded expectations in project management, delivering on time and according to the specified roadmap. This commitment to timely delivery significantly contributed to the project's success.-
Product & Feature Development for Medical Bill Settlement Co
4.5 Dec 8, 2025CloudFountain has consistently done high quality work in tight timelines and performed every task that was asked of them while preserving our agreed upon development budget and hit every deadline for delivery.
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Industry Experience
CloudFountain Inc has demonstrated significant expertise in the Insurance and Financial Services industries. Clients commend their responsiveness, deep subject matter expertise, and ability to deliver high-quality solutions on time and within budget. In Insurance, they excelled in building e-commerce platforms, while in Financial Services, they effectively developed data infrastructure and integrated new product features. Overall, feedback reflects a strong alignment with client needs, making CloudFountain Inc a valuable partner in these sectors.
Read All ReviewsSelect Industry to see insights
Financial services InsuranceWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients express a strong positive sentiment regarding CloudFountain Inc's cost and value for money. Feedback highlights that the company's pricing fits within budget constraints while delivering high-quality work on time. One client noted the 'good value for cost' and another emphasized their ability to deliver 'on-time and on budget' while maintaining quality. Overall, clients appreciate the balance of affordability and quality service, reinforcing CloudFountain Inc as a valued partner in their projects.Was this helpful?
Review Rating from Clients
5.0/5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
Local clients commend CloudFountain Inc for their proficiency in building complex, integrated systems like insurance platforms and data lakes. They emphasize the company's strategic approach, timely delivery, and collaborative communication, resulting in measurable improvements in uptime, customer engagement, and data strategy.Read Local ReviewsWas this helpful?
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$1,000+$50 - $99 / hr2 - 9Westwood, MA
Services provided
15% AI Consulting30% Search Engine Optimization25% Web Design +2 services15% AI Agents15% Generative AISee all 3 projectsNOVA Brandworks is a digital marketing agency specializing in website design, local SEO, and digital presence enhancement. Reviewers consistently praised their expertise in SEO and design, with 100% positive feedback and notable outcomes such as a 2.5x increase in organic traffic within four weeks. Their project management and communication skills were also highlighted as strengths.
1 of 1 reviews is 5 starsLess than $10,000 avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
Recent client feedback for NOVA Brandworks highlights their expertise in web design and SEO, noting impressive results such as a 2.5x increase in organic traffic and top search rankings within weeks. Clients appreciated the timely delivery and proactive communication, emphasizing the company's strong alignment with their values and budget. One client specifically praised their knowledge of SEO and the quality of design, indicating a high level of satisfaction with the overall service.Was this helpful?
Industry Experience
NOVA Brandworks has demonstrated expertise primarily within the non-profit sector, particularly in enhancing digital presence for organizations. Feedback highlights their strengths in website design, SEO optimization, and social media visibility, leading to significant increases in organic traffic and engagement. The overall sentiment in this industry is highly positive, with clients noting their professionalism, knowledge of SEO, and timely project delivery, making them a strong candidate for non-profit digital projects.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have expressed satisfaction with NOVA Brandworks' pricing, noting it as a good fit for their budgets and highlighting the overall value for money. One client specifically mentioned that the company provided 'good value for cost,' aligning with their financial constraints while delivering impressive results, such as a significant increase in organic traffic and search visibility. Overall, the sentiment reflects a positive perception of the company's cost-effectiveness and the quality of its services.Was this helpful?
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$10,000+$50 - $99 / hr2 - 9Woburn, MA
Services provided
20% AI Consulting20% AI Development20% Custom Software Development +2 services20% Generative AI20% Web DevelopmentSee all 2 projectsApex Bridge is an AI Consulting firm specializing in AI-enabled platform development and AI Solutions. The company is highly regarded for delivering functional products within constrained timelines, with 100% of reviews praising their ability to manage projects effectively and provide value. While their core competency is praised, 20% of reviewers suggest expanding their service range.
Industry Experience
Apex Bridge has demonstrated expertise in the Education and Medical industries, delivering impactful solutions such as e-learning platforms and AI-integrated websites. Feedback highlights their strong project management skills, adherence to timelines, and ability to align with client goals. In Education, they excel at developing functional MVPs, while in Medical, their innovative AI solutions enhance user engagement. Overall sentiment indicates a high level of satisfaction, making Apex Bridge a suitable choice for clients in both sectors seeking reliable and value-driven partnerships.
Read All ReviewsSelect Industry to see insights
Education MedicalWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently praised Apex Bridge for offering competitive pricing and delivering good value for money. One CEO noted that their pricing fit the budget while reflecting a strong cultural alignment and good value. An employee from Mowe echoed this sentiment, remarking on Apex Bridge's capability to deliver effectively within constrained resources, thereby maximizing value. Overall, feedback indicates a positive sentiment regarding the company's cost-effectiveness and commitment to client needs.Was this helpful?
Review Rating from Clients
5.0/5.0
Quality
5.0
Schedule
5.0
Cost
5.0
Willing to Refer
5.0
Massachusetts-based clients praise Apex Bridge for delivering functional e-learning platforms on time, managing complex features, and providing strong project organization. They highlight the team's ability to work efficiently within constraints and their expertise in AI-enabled solutions.Read Local ReviewsWas this helpful?
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$1,000+$150 - $199 / hr10 - 49Boston, MA
Services provided
10% AI Consulting40% Digital Strategy30% Custom Software Development +1 service20% Business ConsultingSee all 1 projectsDigital Strategy Co® is a digital marketing agency specializing in launching effective social media advertising campaigns. The company is praised for its customer-centric approach, with 100% of reviewers highlighting their commitment to client success and timely project delivery. The firm is noted for its alignment with client values and offers good value for cost.
1 of 1 reviews is 5 starsLess than $10,000 avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
In the past six months, clients have praised Digital Strategy Co® for their effective digital marketing strategies, particularly in generating client leads through social media advertising. One client noted an increase in physical therapy clients directly linked to the company's efforts, highlighting their timely project delivery and responsive communication. Overall, the sentiment is highly positive, with clients appreciating the company's dedication to customer success and alignment with their values.Was this helpful?
Industry Experience
Digital Strategy Co® has demonstrated strong expertise in the medical industry, particularly in physical therapy. Clients report successful outcomes, such as increased client acquisition through targeted social media advertising. Feedback highlights their commitment to customer service, timely project delivery, and effective communication. Overall, the sentiment in the medical sector is highly positive, making this provider a suitable choice for healthcare-related projects.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients have consistently noted that Digital Strategy Co® offers good value for the cost of their services. One client highlighted that their pricing fit within budget and emphasized the company's alignment with their values and culture. Additionally, the firm is recognized for delivering projects on time and achieving measurable outcomes, reinforcing the overall sentiment that clients receive significant value relative to their investment.Was this helpful?
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$250,000+$300+ / hr250 - 999Boston, MA
Services provided
10% AI Consulting25% Customer Service Outsourcing25% Ecommerce Marketing +2 services25% IT Strategy Consulting15% AI DevelopmentHeadquartered in Wrocław, Poland and Boston, Massachusetts, Text, Inc. Is an IT strategy consulting company. They offer IT strategy consulting and Customer Service Outsourcing.
Read moreSee All Locations (2)Boston, MA
101 Arch Street
Boston, MA 021102 - 5
+1 857-347-4433
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$10,000+$150 - $199 / hr10 - 49Quincy, MA
Services provided
15% AI Consulting40% Custom Software Development15% Application Management & Support +3 services15% Web Development10% Low/No Code Development5% Business ConsultingNymbl is a software development company. They are based in Boston, Massachusetts and Quincy, Massachusetts. Their team focuses on Custom Software Development and Web Development.
Read moreSee All Locations (2)Quincy, MA
100 Hancock Street, 3rd Floor
Quincy, MA 021712 - 5
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UndisclosedUndisclosed50 - 249Westwood, MA
Services provided
50% AI Consulting50% AI DevelopmentArtificial intelligence company and AI Consulting company Lydonia AI was launched in 2019. In Westwood, Massachusetts, the team provides Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Woburn, MA
Services provided
45% AI Consulting40% BI & Big Data Consulting & SI15% IT Staff AugmentationCurate Partners is an AI Consulting company. The team specializes in AI Consulting and BI & big data consulting & SI, and the firm is based in Woburn, Massachusetts.
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$100,000+Undisclosed50 - 249Boston, MA
Services provided
15% AI Consulting60% Custom Software Development5% AI Development +4 services5% Generative AI5% Mobile App Development5% UX/UI Design5% Web DevelopmentCustom software development firm Studion (formerly ExtensionEngine) was established in 2001. The team focuses on Custom Software Development and AI Consulting.
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$1,000+$25 - $49 / hr10 - 49Boston, MA
Services provided
50% AI Consulting20% AI Development20% Generative AI +1 service10% AI AgentsMaxim Ai Labs, an AI Consulting company, was launched in 2019. The small team offers AI Consulting and Artificial Intelligence.
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UndisclosedUndisclosed250 - 999Boston, MA
Services provided
12% AI Consulting28% IT Strategy Consulting19% Business Consulting +4 services14% BI & Big Data Consulting & SI12% Cloud Consulting & SI10% Cybersecurity5% Other IT Consulting and SISEI, an IT strategy consulting company, was founded in 1992. The team focuses on IT strategy consulting and Business Consulting.
Read moreSee All Locations (13)Boston, MA
211 Congress Street
Boston, MA 02110101 - 150
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$10,000+$200 - $300 / hr2 - 9Boston, MA
Services provided
40% AI Consulting45% Generative AI15% AI AgentsGourmand AI Labs, a small Generative AI company, is based in Boston, Massachusetts. The team offers Generative AI and AI Consulting.
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$1,000+$50 - $99 / hr2 - 9Boston, MA
Services provided
20% AI Consulting20% AI Development20% Sales Outsourcing +2 services20% Search Engine Optimization20% Web DevelopmentSEO agency Intelligent AI World focuses on Search Engine Optimization and Web Development. They are located in Boston, Massachusetts.
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UndisclosedUndisclosed10 - 49Newton, MA
Services provided
20% AI Consulting20% AI Development20% Conversion Optimization +2 services20% Generative AI20% Mobile App DevelopmentHeadquartered in Newton, Massachusetts, GAI Insights is a Conversion Optimization company. Their services include Conversion Optimization and Mobile App Development.
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UndisclosedUndisclosed50 - 249Andover, MA
Services provided
20% AI Consulting20% AI Development20% Custom Software Development +2 services20% Web Design20% Web DevelopmentSmartRoots is a web design company located in Andover, Massachusetts and Long Grove, Illinois. They provide Web Design and Custom Software Development.
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UndisclosedUndisclosed50 - 249Framingham, MA
Services provided
10% AI Consulting20% Cloud Consulting & SI20% Other Digital Marketing +5 services10% Digital Strategy10% Email Marketing10% Mobile & App Marketing10% Other Design10% SMS MarketingListEngage, a midsize Other Digital Marketing company, is in Framingham, Massachusetts. The team focuses on Other Digital Marketing and cloud consulting & SI.
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UndisclosedUndisclosed50 - 249Boston, MA
Services provided
45% AI Consulting45% AI Development10% E-Commerce DevelopmentVUI, Inc. Is a midsize AI firm. They specialize in Artificial Intelligence and AI Consulting and were established in 2017.
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$1,000+$25 - $49 / hr2 - 9Cambridge, MA
Services provided
20% AI Consulting60% Custom Software Development20% Web DevelopmentCodersGenie is a software development firm. Established in 2024, the company focuses on Custom Software Development and Web Development.
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$1,000+Undisclosed2 - 9Sharon, MA
Services provided
20% AI Consulting20% AI Agents20% AI Development +2 services20% Business Consulting20% Generative AIAscero AI is an artificial intelligence firm. The Sharon, Massachusetts-based team provides Artificial Intelligence and AI Consulting.
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$5,000+$150 - $199 / hr10 - 49Boston, MA
Services provided
10% AI Consulting10% AI Development10% API Development +7 services10% BI & Big Data Consulting & SI10% Custom Software Development10% Digital Engineering10% Mobile App Development10% UX/UI Design10% Web Design10% Web DevelopmentEstablished in 2023, Samprand is a web design agency. In Boston, Massachusetts and Madrid, Spain, the team focuses on Web Design and UX/UI Design.
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$10,000+$150 - $199 / hr10 - 49Boston, MA
Services provided
15% AI Consulting40% AI Development25% AI Agents +1 service20% Generative AISee all 1 projectsColabContent is an AI systems studio that builds custom automation for companies across the United States. We focus on three areas where the right system pays for itself quickly: revenue operations,
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$10,000+$150 - $199 / hrFreelancerRockland, MA
Services provided
60% AI Consulting25% IT Strategy Consulting15% Business ConsultingQuantum Precision is an AI Consulting company. They offer AI Consulting and IT strategy consulting and are located in Rockland, Massachusetts.
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UndisclosedUndisclosed10 - 49Boston, MA
Services provided
25% AI Consulting50% AI Agents25% AI DevelopmentAmpliwork, a small AI Agents company, is located in Boston, Massachusetts. Their services include AI Agents and Artificial Intelligence.
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$1,000+$150 - $199 / hr2 - 9Boston, MA
Services provided
30% AI Consulting20% AI Agents15% AI Development +3 services15% Business Consulting10% Custom Software Development10% IT Strategy ConsultingOptiWork.ai is an AI Consulting company. Their small team is located in Boston, Massachusetts. Their services include AI Consulting and AI Agents.
Read more -
$10,000+Undisclosed250 - 999Franklin, MA
Services provided
20% AI Consulting25% IT Managed Services20% Cloud Consulting & SI +2 services20% Enterprise App Modernization15% IT Strategy ConsultingFresche Solutions is an IT managed services company. They were founded in 1976 and focus on IT managed services and cloud consulting & SI.
Read moreMore responsive than most other service providers
Get in TouchFresche Solutions is very responsive
They are a great candidate to start a conversation with. Send them a short message or project inquiry.Was this helpful?
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$50,000+Undisclosed10 - 49Maynard, MA
Services provided
35% AI Consulting35% BI & Big Data Consulting & SI30% IT Strategy ConsultingBusiness intelligence company Athena Solutions is located in Maynard, Massachusetts. The team specializes in BI & big data consulting & SI and AI Consulting.
Read more -
$5,000+$150 - $199 / hr2 - 9Lexington, MA
Services provided
20% AI Consulting20% Cloud Consulting & SI20% Custom Software Development +2 services20% DevOps Managed Services20% Robotics Process AutomationAnalytiq Hub is a cloud consulting & SI company. They were launched in 2023, and their services include cloud consulting & SI and Custom Software Development.
Read more -
UndisclosedUndisclosed10 - 49Boston, MA
Services provided
100% AI ConsultingIn Boston, Massachusetts, Knowledge AI Inc is a small AI Consulting company. Their services include AI Consulting and Artificial Intelligence.
Read more -
UndisclosedUndisclosed10 - 49Boston, MA
Services provided
20% AI Consulting30% Back Office Outsourcing30% Business Consulting +1 service20% BI & Big Data Consulting & SIOlmstead Associates is a Business Consulting company. Based in Boston, Massachusetts, the team provides Business Consulting and Back Office Outsourcing.
Read more -
$5,000+$50 - $99 / hr2 - 9Malden, MA
Services provided
15% AI Consulting50% Cybersecurity15% IT Strategy Consulting +2 services10% AI Development10% IT Managed ServicesOBSENTRY LLC is a Malden, Massachusetts-based Cybersecurity company. They focus on Cybersecurity and IT strategy consulting.
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UndisclosedUndisclosed50 - 249Needham, MA
Services provided
40% AI Consulting40% AI Development20% IT Strategy ConsultingFPT/Intellinet is an AI development company. They are located in Farmington, Connecticut and Sandy Springs, Georgia. Their team focuses on Artificial Intelligence and AI Consulting.
Read moreSee All Locations (3)Needham, MA
197 1st Ave, , MA , United States
Needham, MA 024941
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UndisclosedUndisclosed50 - 249Boston, MA
Services provided
15% AI Consulting15% AI Development15% Cloud Consulting & SI +5 services15% IT Managed Services10% BI & Big Data Consulting & SI10% Custom Software Development10% IoT Development10% Mobile App DevelopmentMidsize cloud consulting & SI company MILL5, is based in Boston, Massachusetts. The team offers cloud consulting & SI and IT managed services.
Read more -
$1,000+$100 - $149 / hrFreelancerQuincy, MA
Services provided
15% AI Consulting20% CRM Consulting and SI15% BI & Big Data Consulting & SI +5 services10% AI Agents10% Business Consulting10% Demand Generation Marketing10% Email Marketing10% Search Engine OptimizationHomegrown Growth Co is a CRM consulting and SI company based in Quincy, Massachusetts. Their services include CRM consulting and SI and BI & big data consulting & SI.
Read more -
UndisclosedUndisclosed2 - 9Bedford, MA
Services provided
100% AI ConsultingHmx.ai is an AI Consulting company. Their small team is located in Boston, Massachusetts and Bedford, Massachusetts and specializes in AI Consulting. The company was founded in 2006.
Read moreSee All Locations (2)Bedford, MA
19B Crosby Dr. Suite 310
Bedford, MA 017301
+1.617.977.4185
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UndisclosedUndisclosed2 - 9Cambridge, MA
Services provided
20% AI Consulting20% Blockchain20% IT Managed Services +2 services20% Social Media Marketing20% Web DevelopmentSocial media marketing firm Darby Digital was launched in 2008. The agency offers Social Media Marketing and IT managed services, and is small.
Read more -
Undisclosed$50 - $99 / hrFreelancerNewton, MA
Services provided
10% AI Consulting20% Digital Strategy20% UX/UI Design +4 services20% Web Design20% Web Development5% Custom Software Development5% Enterprise App ModernizationMichaeljwong.dev, a small Digital Strategy company, is in Newton, Massachusetts. The team specializes in Digital Strategy and Web Design.
Read more -
UndisclosedUndisclosed10 - 49Boston, MA
Services provided
15% AI Consulting20% AI Agents20% AI Development +3 services15% Branding15% Generative AI15% Search Engine OptimizationArtificial intelligence company Novus was founded in 2020. The agency offers Artificial Intelligence and AI Agents, and is small.
Read more -
$5,000+$25 - $49 / hr250 - 999Boxborough, MA
Services provided
20% AI Consulting20% AI Agents20% AI Development +2 services20% Generative AI20% IT Managed ServicesFuturism AI is an IT managed services company. The Boxborough, Massachusetts-based company specializes in IT managed services and Artificial Intelligence.
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UndisclosedUndisclosed50 - 249Boston, MA
Services provided
10% AI Consulting90% AI DevelopmentGradient AI is an artificial intelligence development company. Located in Boston, Massachusetts, the company was founded in 2018. Their services include Artificial Intelligence and AI Consulting.
Read more -
UndisclosedUndisclosed50 - 249Boston, MA
Services provided
10% AI Consulting40% Sales Outsourcing20% Corporate Training & Coaching +2 services20% Customer Service Outsourcing10% AI DevelopmentGryphon.ai is a Sales Outsourcing company. They specialize in Sales Outsourcing and Corporate Training & Coaching and were launched in 1999.
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Ability to Deliver considers three criteria:
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List of the Top 12 Boston AI Consulting Firms
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$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
38.8/40.019.2/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
25% AI Consulting75% Other -
$5,000+Undisclosed250 - 999Burlington, MA
Ability to deliver
35.3/40.016.4/20 Reviews8.9/10 Clients & Experience10/10 Market PresenceService focus
25% AI Consulting75% Other -
$75,000+$50 - $99 / hr50 - 249Brookline, MA
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$150 - $199 / hr10 - 49Needham, MA
Ability to deliver
34.4/40.017.2/20 Reviews10/10 Clients & Experience7.2/10 Market PresenceService focus
30% AI Consulting70% Other -
$5,000+Undisclosed10 - 49Needham, MA
Ability to deliver
35.5/40.017/20 Reviews9.2/10 Clients & Experience9.3/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+$50 - $99 / hr250 - 999Boston, MA
Ability to deliver
30.1/40.019.8/20 Reviews3.6/10 Clients & Experience6.8/10 Market PresenceService focus
15% AI Consulting85% Other -
$10,000+$50 - $99 / hr50 - 249Cambridge, MA
Ability to deliver
26.8/40.020/20 Reviews1.4/10 Clients & Experience5.4/10 Market PresenceService focus
10% AI Consulting90% Other -
$25,000+Undisclosed10 - 49Belmont, MA
Ability to deliver
24.5/40.016.2/20 Reviews1.9/10 Clients & Experience6.4/10 Market PresenceService focus
10% AI Consulting90% Other -
$1,000+$50 - $99 / hr2 - 9Westwood, MA
Ability to deliver
21/40.016.4/20 Reviews0/10 Clients & Experience4.6/10 Market PresenceService focus
15% AI Consulting85% Other -
$10,000+$50 - $99 / hr2 - 9Woburn, MA
Ability to deliver
20.4/40.016.4/20 Reviews0/10 Clients & Experience4/10 Market PresenceService focus
20% AI Consulting80% Other -
$1,000+$150 - $199 / hr10 - 49Boston, MA
Ability to deliver
21/40.016.4/20 Reviews0/10 Clients & Experience4.6/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+Undisclosed250 - 999Cambridge, MA
Ability to deliver
10.2/40.00/20 Reviews4.7/10 Clients & Experience5.5/10 Market PresenceService focus
40% AI Consulting60% Other -
$250,000+$300+ / hr250 - 999Boston, MA
Ability to deliver
14.5/40.00/20 Reviews8.6/10 Clients & Experience5.9/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$150 - $199 / hr10 - 49Quincy, MA
Ability to deliver
12.1/40.00/20 Reviews7.2/10 Clients & Experience4.9/10 Market PresenceService focus
15% AI Consulting85% Other -
UndisclosedUndisclosed50 - 249Westwood, MA
Ability to deliver
5.2/40.00/20 Reviews0/10 Clients & Experience5.2/10 Market PresenceService focus
50% AI Consulting50% Other -
UndisclosedUndisclosed50 - 249Woburn, MA
Ability to deliver
5.3/40.00/20 Reviews0/10 Clients & Experience5.3/10 Market PresenceService focus
45% AI Consulting55% Other -
$100,000+Undisclosed50 - 249Boston, MA
Ability to deliver
8/40.00/20 Reviews1.8/10 Clients & Experience6.2/10 Market PresenceService focus
15% AI Consulting85% Other -
$1,000+$25 - $49 / hr10 - 49Boston, MA
Ability to deliver
4/40.00/20 Reviews0/10 Clients & Experience4/10 Market PresenceService focus
50% AI Consulting50% Other -
UndisclosedUndisclosed250 - 999Boston, MA
Ability to deliver
6.9/40.00/20 Reviews0.7/10 Clients & Experience6.2/10 Market PresenceService focus
12% AI Consulting88% Other -
$50,000+< $25 / hr10,000+Southborough, MA
Ability to deliver
33.5/40.016/20 Reviews10/10 Clients & Experience7.5/10 Market PresenceService focus
15% AI Consulting85% Other -
$10,000+$200 - $300 / hr2 - 9Boston, MA
Ability to deliver
4/40.00/20 Reviews0/10 Clients & Experience4/10 Market PresenceService focus
40% AI Consulting60% Other -
$1,000+$50 - $99 / hr2 - 9Boston, MA
Ability to deliver
5.2/40.00/20 Reviews0/10 Clients & Experience5.2/10 Market PresenceService focus
20% AI Consulting80% Other -
UndisclosedUndisclosed10 - 49Newton, MA
Ability to deliver
4.6/40.00/20 Reviews0/10 Clients & Experience4.6/10 Market PresenceService focus
20% AI Consulting80% Other -
UndisclosedUndisclosed50 - 249Andover, MA
Ability to deliver
4/40.00/20 Reviews0/10 Clients & Experience4/10 Market PresenceService focus
20% AI Consulting80% Other -
UndisclosedUndisclosed50 - 249Framingham, MA
Ability to deliver
5.3/40.00/20 Reviews0/10 Clients & Experience5.3/10 Market PresenceService focus
10% AI Consulting90% Other -
UndisclosedUndisclosed50 - 249Boston, MA
Ability to deliver
0/40.00/20 Reviews0/10 Clients & Experience0/10 Market PresenceService focus
45% AI Consulting55% Other -
$1,000+$25 - $49 / hr2 - 9Cambridge, MA
Ability to deliver
4/40.00/20 Reviews0/10 Clients & Experience4/10 Market PresenceService focus
20% AI Consulting80% Other
Latest AI Consulting Articles
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How Do You Measure Up on The Clutch AI Maturity Index?
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Learn what AI-ready data is, why it matters, and how to prepare your data for AI tools, models, and applications.
Boston AI Consulting FAQs
Boston-based AI consulting firms pair cutting-edge research with industry-grade delivery. Proximity to MIT and Harvard accelerates access to top talent, while local experience in regulated sectors (healthcare, life sciences, and finance) helps teams design compliant solutions that stand up to scrutiny. You’ll also benefit from East Coast time zone alignment and the ability to run in-person data workshops, stakeholder training, and executive strategy sessions.
Furthermore, local networks matter, too. Boston consultancies often maintain relationships with area hospitals, biotech labs, financial institutions, and robotics hubs, enabling faster pilots, richer datasets, and practical benchmarks grounded in real operational constraints.
Pricing varies because of factors like scope, data complexity, and compliance needs. On Clutch, many firms from Boston typically charge:
- Discovery and strategy sprints: $10,000 – $30,000
- Prototyping/PoC for a single use case: $25,000 – $75,000
- End-to-end AI/ML solution (data pipelines, modeling, integration, MLOps): $100,000 – $500,000+
- Ongoing MLOps, monitoring, and optimization retainers: $5,000 – $30,000 per month
- Hourly rates: typically $150 – $300+ based on seniority and specialization
Expect higher budgets when projects require HIPAA-aligned architectures, extensive data engineering, GPU-heavy training, or multi-system integrations with tools like Databricks, Snowflake, or enterprise EHR/ERP platforms.
Boston’s AI consultants support a broad spectrum of verticals, reflecting the region’s diverse business landscape. It’s common to find specialists for:
- Healthcare and biotech — clinical NLP, medical imaging, RWE analytics, and trial optimization
- Financial services and asset management — fraud detection, risk modeling, KYC/AML, and forecasting
- Robotics and advanced manufacturing — computer vision, autonomy, predictive maintenance, and quality control
- Higher education and research — data platforms, model governance, and knowledge retrieval
- E-commerce and retail — recommendations, personalization, and demand planning
- Cybersecurity — anomaly detection and threat intelligence
Start by defining your project’s specific requirements and objective, not the model. Then, browse through Clutch to find trusted firms and evaluate your options on:
- Relevant case studies and references in your industry or function
- Data readiness plan — governance, quality, lineage, and privacy-by-design
- MLOps approach — CI/CD for ML, model monitoring, drift/bias testing, rollback plans
- Tech stack proficiency — AWS (SageMaker), GCP (Vertex AI), Azure ML, Databricks, Snowflake
- Security and compliance — HIPAA, SOC 2, GDPR/CCPA readiness; access controls and auditability
- Delivery model — senior hands-on involvement, clear SOWs, and milestone-based pricing
- IP terms and portability — avoid unnecessary vendor lock-in; clarify data/model ownership
- Pilot path — a time-boxed PoC with measurable success criteria
- Guarantees of “X% uplift” without baselines, A/B design, or data profiling
- No data discovery or compliance review for healthcare, finance, or other regulated uses
- Black-box models with limited documentation, explainability, or reproducibility
- No MLOps plan for monitoring, drift detection, or incident response
- One-size-fits-all reliance on a single vendor or foundation model without ROI tradeoffs
- Reluctance to discuss security posture, pen testing, or SOC 2/HIPAA controls
- Vague pricing, unclear IP ownership, or refusal to run a scoped PoC
- Few or no local references in industries common to Greater Boston
Overlooking these red flags can leave the door open for future issues and headaches. Be thorough when assessing potential partners for your needs.
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