Top Chatbot Companies in the United States
From Silicon Valley’s AI labs to New York’s enterprise consultancies and Austin’s fast-growing startup scene, the United States is a global hub for building high-performing chatbots and conversational AI platforms.
On Clutch, you can compare verified U.S. chatbot providers by reviews, tech stack, industry focus, and pricing to find the right fit for your roadmap — from customer support chatbots to complex, enterprise chatbot services with CRM and data-layer integrations. Our rigorous vetting process includes client interviews, portfolio checks, and service-line validation, so you can shortlist with confidence. Use filters to narrow by budget, location, framework, and industry expertise. Start with these helpful directories:
• Global Top Chatbot Companies
• Chatbot Companies in San Francisco
15 Leaders 15 Contenders
2,349 Companies
Best Chatbot Companies in the US
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What are Featured Providers?
$1,000+$100 - $149 / hr2 - 9Serves United StatesServices provided
40% AI Development40% Custom Software Development10% API Development +110% Cloud Consulting & SIFocus Areas
35% Chatbots & Conversational AI20% Computer Vision10% AI Recommendation Systems +510% Cognitive Computing10% Machine Learning5% Natural Language Processing5% Robotics5% Voice and Speech RecognitionSee all 24 projectsdeltAlyz Corp. is a versatile technology solutions company specializing in app development, data analytics, AI tools, and digital process automation. The company consistently receives high praise for its effective communication, timely delivery, and strong technical expertise, with 100% of reviewers highlighting their responsiveness and problem-solving skills. Clients repeatedly commend deltAlyz Corp. for their personable and knowledgeable approach, making them a reliable partner for diverse tech projects.
2 of 2 reviews are 5 stars$10,000 – $49,000 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
deltAlyz Corp. has received positive feedback over the last six months, highlighting their effective communication, timely project delivery, and strong technical knowledge. Clients appreciated their ability to understand project needs and proactively address issues, resulting in successful outcomes such as the on-time completion of an MVP and the creation of a functional dashboard. One client noted the ease of collaboration and the company's personable approach, while another emphasized their responsiveness and reliability, indicating a high level of satisfaction.Was this helpful?
1 of 1 Chatbots & Conversational AI reviews is 5 starsUnknown avg. project costChatbots & Conversational AI Experience
deltAlyz Corp. receives highly positive feedback for their work in Chatbots & Conversational AI, with clients praising their responsiveness and project management efficiency. One client noted the development of an AI chatbot that improved user access while reducing inquiries. Feedback highlights the expertise of deltAlyz Corp. in creating tailored solutions, with no reported areas for improvement. Overall, client sentiment reflects satisfaction with 100% positive remarks on their effectiveness.
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Industry Experience
deltAlyz Corp. has demonstrated significant expertise across various industries, notably in Medical, Information Technology, Energy & Natural Resources, and Manufacturing. Clients commend them for their excellent project management, responsiveness, and ability to deliver custom solutions that enhance operational efficiency. Overall sentiment is highly positive, with clients noting their strong communication skills and technical proficiency, making deltAlyz Corp. a suitable partner for organizations seeking innovative data integration and analytics solutions.
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Medical Manufacturing Nonprofit eCommerce Consumer Products Healthcare Energy & natural resources Government Other Industry Wellness & Fitness Transportation Information technology Other industriesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
deltAlyz Corp. has received positive feedback regarding its value for money, with multiple clients highlighting the company's pricing as fitting their budgets and providing good value. Clients frequently noted that deltAlyz Corp. delivered projects on time and within budget, often exceeding expectations. For instance, one client specifically mentioned that they were very happy with the work completed on time and on budget. Overall, the sentiment reflects satisfaction with the cost-effectiveness and quality of services provided by deltAlyz Corp.Was this helpful?
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$5,000+$150 - $199 / hr2 - 9Denver, CO
Services provided
20% AI Consulting20% AI Development20% Content Marketing +220% Marketing Strategy20% Search Engine OptimizationFocus Areas
40% Chatbots & Conversational AI35% Machine Learning25% Natural Language ProcessingLawton Solutions, a Marketing Strategy company, is in Denver, Colorado. Their services include Marketing Strategy and Content Marketing.
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$5,000+$150 - $199 / hr2 - 9Sanford, NC
Services provided
10% AI Agents10% AI Consulting10% AI Development +710% Custom Software Development10% Generative AI10% Low/No Code Development10% Mobile App Development10% Search Engine Optimization10% Web Design10% Web DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Machine LearningFounded in 2006, LEMA Logic is a small Castletown, Isle of Man-based SEO company. Their services include Search Engine Optimization and Web Design.
Read moreSee All Locations (2)Sanford, NC
500 Westover Drive
Sanford, NC 273302 - 5
+1 970 425 3687
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$5,000+$50 - $99 / hr2 - 9San Jose, CA
Services provided
50% AI Development30% Generative AI10% AI Consulting +110% Low/No Code DevelopmentFocus Areas
10% Chatbots & Conversational AI20% AI Recommendation Systems15% Computer Vision +515% Machine Learning10% Cognitive Computing10% Natural Language Processing10% Robotics10% Voice and Speech RecognitionFounded in 2023, Be Digital is an AI firm. The small team provides Artificial Intelligence and Generative AI.
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$10,000+Undisclosed2 - 9Wimberley, TX
Services provided
60% AI Consulting30% Generative AI10% Search Engine OptimizationFocus Areas
10% Chatbots & Conversational AI80% AI Recommendation Systems10% Voice and Speech RecognitionEstablished in 2025, Probably Genius is a small AI Consulting company. Their services include AI Consulting and Generative AI.
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Undisclosed$50 - $99 / hr50 - 249San Francisco, CA
Services provided
85% AI Development15% Web DevelopmentFocus Areas
10% Chatbots & Conversational AI30% Machine Learning30% Voice and Speech Recognition +215% Computer Vision15% Natural Language ProcessingSee all 60 projectsYellow is a versatile software development company specializing in AI-driven solutions, mobile and web app development, and UI/UX design. Reviews indicate that 100% of clients commend their project management skills and innovative problem-solving capabilities. They are praised for delivering projects on time, with a focus on clear communication and understanding client needs, contributing to increased user satisfaction and operational efficiency.
Reviews mention Transparent
Overall sentiment regarding transparency in Yellow's services is highly positive. Clients appreciate the consistent updates and open communication, exemplified by one CEO who noted daily email updates and real-time progress on tasks. Another client emphasized that Yellow's transparency allowed for effective project management, stating, "If anything was delivered late, it was our fault for not giving them requirements soon enough." This feedback highlights Yellow's commitment to maintaining clear and honest communication throughout the project lifecycle.-
Twilio Dev for App Development Firm
5.0 Nov 12, 2020They’re very transparent and I haven’t had any issues. If anything was delivered late, it was our fault for not giving them requirements soon enough.
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Custom Web Dev for Musical Cover Sharing Platform
5.0 Apr 1, 2020One of the most important metrics for me is transparency. When I assign a task, I want to be sure that I get updates every day in terms of progress and issues that might arise. Yellow exceeded my expectations. I was always able to reach Ivan by Skype and he was pushing the code on Bitbucket every day.
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Money-Lending App Dev for Financial Services Company
5.0 Aug 30, 2023The app's functionality was impressive, and the user interface was easy to navigate, providing a seamless user experience. We highly recommend this software development team. Their services were cost-effective and transparent, and they delivered a high-quality product that has been essential to our business.
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Industry Experience
Yellow has demonstrated expertise across various industries, including Information Technology, Healthcare, Finance, and Non-Profit sectors. Feedback highlights their strengths in custom software development, project management, and rapid delivery while maintaining high-quality standards. Clients commend Yellow's ability to reduce response times and improve user satisfaction, particularly in IT and healthcare projects. Overall, the sentiment is highly positive, suggesting that potential clients in technology-driven sectors will find Yellow a valuable partner.
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Financial services Hospitality & leisure IT Services Advertising & marketing Food & Beverage Non-profit Engineering Software Other Industry Sports Logistics & Supply Chain Transportation Consulting Healthcare Media Arts, entertainment & music Legal Automotive Business services Real estate Nonprofit Information technology Education DesignWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Client feedback highlights Yellow's strong value for money, with many praising their cost-effectiveness and high-quality deliverables. For instance, one CEO noted they chose Yellow for their 'good value for cost,' while another emphasized the 'exceptional project management' that met all deadlines. Clients frequently mentioned satisfaction with the results relative to the investment, indicating a positive overall sentiment regarding pricing and value.Was this helpful?
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$25,000+$150 - $199 / hr10 - 49Buffalo, NY
Services provided
12% BI & Big Data Consulting & SI11% Cloud Consulting & SI10% AI Development +177% API Development7% Custom Software Development6% AI Consulting6% Web Development5% Blockchain5% ERP Consulting and SI5% IT Strategy Consulting5% Mobile App Development4% Enterprise App Modernization3% DevOps Managed Services3% IT Staff Augmentation2% Application Management & Support2% Generative AI2% IoT Development2% Microservices Architecture Services2% Other Application Development1% Application TestingFocus Areas
40% Chatbots & Conversational AI20% Machine Learning15% AI Recommendation Systems +310% Natural Language Processing10% Robotics5% Voice and Speech RecognitionFounded in 2012, EmergenceTek Group is a business intelligence company. The team specializes in BI & big data consulting & SI and cloud consulting & SI and is based in Buffalo, New York.
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$5,000+$100 - $149 / hr2 - 9Irvine, CA
Services provided
25% Custom Software Development20% AI Development15% Mobile App Development +610% AR/VR Development10% IoT Development5% Blockchain5% Cloud Consulting & SI5% Enterprise App Modernization5% IT Staff AugmentationFocus Areas
50% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +110% Natural Language ProcessingHeadquartered in Irvine, California and Denver, Colorado, HawkenIO is a small software development firm. The team focuses on Custom Software Development and Artificial Intelligence.
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Undisclosed$100 - $149 / hr2 - 9York, PA
Services provided
10% AI Consulting10% Business Consulting10% Custom Software Development +710% Generative AI10% IoT Development10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web Design10% Web DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Machine LearningMedia & Technology Group, LLC is a social media marketing firm. Their small team is based in York, Pennsylvania. Their services include Social Media Marketing and Search Engine Optimization.
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$25,000+$25 - $49 / hr10 - 49Boca Raton, FL
Services provided
50% AI Development40% UX/UI Design10% Custom Software DevelopmentFocus Areas
10% Chatbots & Conversational AI50% Machine Learning20% Natural Language Processing +210% Cognitive Computing10% RoboticsTalented is an artificial intelligence firm. The Boca Raton, Florida-based firm was founded in 2017. Their services include Artificial Intelligence and UX/UI Design.
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$10,000+$50 - $99 / hr10 - 49San Diego, CA
Services provided
20% AI Development20% Generative AI15% Custom Software Development +415% Web Development10% BI & Big Data Consulting & SI10% CRM Consulting and SI10% UX/UI DesignFocus Areas
20% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +220% Cognitive Computing10% RoboticsXonique is an artificial intelligence firm established in 2010. Their team provides Artificial Intelligence and Generative AI.
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UndisclosedUndisclosed50 - 249Frisco, TX
Services provided
25% AI Development25% BI & Big Data Consulting & SI25% IT Managed Services +125% IT Strategy ConsultingFocus Areas
25% Chatbots & Conversational AI25% Cognitive Computing25% Machine Learning +125% Natural Language ProcessingStraViso is an artificial intelligence company. Headquartered in Frisco, Texas, the team provides Artificial Intelligence and BI & big data consulting & SI.
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UndisclosedUndisclosed10 - 49Tigard, OR
Services provided
20% AI Consulting20% Cloud Consulting & SI20% Cybersecurity +220% IT Managed Services20% IT Strategy ConsultingFocus Areas
100% Chatbots & Conversational AILead IT Consulting is an IT strategy consulting company. Their team is located in Tigard, Oregon and offers IT strategy consulting and cloud consulting & SI.
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UndisclosedUndisclosed2 - 9Bedford, TX
Services provided
20% AI Development20% Search Engine Optimization20% Social Media Marketing +220% Video Marketing20% Web DesignFocus Areas
100% Chatbots & Conversational AISee all 1 projectsDFW Website Designers is a web development company specializing in designing professional WordPress websites and providing ongoing support. The reviews highlight their ability to deliver high-quality websites across various industries, with timely and effective updates. With positive feedback on pricing, culture fit, and project management, 100% of the reviewers expressed satisfaction with their services.
1 of 1 reviews is 5 starsUnknown avg. project costRead 1 Recent ReviewReviewed 1 time in the past 6 months
DFW Website Designers has received positive feedback over the past six months, with clients highlighting their ability to deliver high-quality WordPress websites and provide ongoing support. One client noted that DFW Website Designers built 35-40 websites, which significantly aided in scaling their business. The company was praised for its timely project management, effective communication, and commitment to value, with no reported areas for improvement. Overall, clients express satisfaction with the results and partnership.Was this helpful?
Industry Experience
DFW Website Designers has received positive feedback primarily in the business services sector, showcasing expertise in digital marketing, SEO, and website development. Their contributions have notably supported industries such as legal, healthcare, non-profit, manufacturing, and finance. Clients commend their ability to deliver high-quality, SEO-optimized websites, timely updates, and a culture that emphasizes value and collaboration. Overall sentiment reflects strong client satisfaction and a reliable partnership for diverse business needs.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients commend DFW Website Designers for their competitive pricing and excellent value for money. One client highlighted that the company's commitment to delivering high-quality websites at a price point that fit within their budget was particularly impressive. Overall sentiment reflects satisfaction with the cost-effectiveness of their services, as clients felt they received substantial support and quality work that contributed positively to their business growth.Was this helpful?
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$25,000+$50 - $99 / hr10 - 49Fairfax, VA
Services provided
20% Mobile App Development20% Other Application Development10% AI Development +510% AR/VR Development10% Blockchain10% IoT Development10% Low/No Code Development10% Web DevelopmentFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Natural Language Processing +220% Robotics20% Voice and Speech RecognitionSee all 4 projectsIMAJINE LLC is a versatile development company specializing in web and mobile application development, often noted for its alignment with client values and strong cultural fit. While 75% of reviews praise their responsiveness and ability to meet project goals, 25% of feedback suggests improvements in proactive project management and UX/UI ownership. Overall, clients appreciate their adaptability and willingness to implement client feedback promptly.
Industry Experience
Imajine has demonstrated expertise in multiple industries including Information Technology, Education, and Other sectors. Clients have praised their strong project management, responsive communication, and ability to add value through suggestions. Notable strengths include mobile application development and UX/UI design, particularly for social media and educational platforms. Overall sentiment across industries is positive, indicating that Imajine is a strong match for projects requiring technical development, design, and IT services.
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IT Services Information technology Consumer ProductsWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Imajine's competitive pricing and good value for money. For instance, one client noted that their selection was influenced by 'pricing fit our budget' and 'good value for cost.' Another emphasized the company's ability to deliver quality work while maintaining effective communication and responsiveness, enhancing perceived value. However, a review pointed out that project timelines extended beyond expectations, indicating potential areas for improvement in project management. Overall, the sentiment remains largely positive regarding cost-effectiveness.Was this helpful?
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$10,000+$25 - $49 / hr10 - 49Dover, DE
Services provided
30% Mobile App Development30% Web Development20% AI Development +120% IT Staff AugmentationFocus Areas
40% Chatbots & Conversational AI40% AI Recommendation Systems20% Natural Language ProcessingSee all 2 projectsDigital Pharma Team is a specialized digital solutions provider, focusing on web development and design services tailored for the pharmaceutical industry. With a flawless 100% positive feedback, reviewers highlight their seamless integration, responsiveness, and compliance with pharmaceutical regulatory standards. Their ability to enhance project outcomes and adapt to challenges makes them a trusted partner.
Industry Experience
Digital Quick Pragmatic Team has demonstrated expertise primarily in the Advertising & Marketing sector, particularly within medical communications. Clients praise their ability to deliver high-quality digital solutions, seamless collaboration, and responsiveness to project needs. Their understanding of pharmaceutical MLR compliance enhances their value in this industry. Overall, feedback indicates a strong positive sentiment, suggesting they are well-suited for projects requiring robust digital presence and competitive positioning in regulated environments.
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Advertising & marketingWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients commend Digital Pharma Team for their exceptional value and cost-effectiveness. One reviewer noted their responsiveness and ability to integrate seamlessly, which enhanced project outcomes and justified the investment. The team's agile approach and valuable insights were highlighted as key factors contributing to a strong return on investment. Overall, the sentiment suggests that clients perceive their pricing as reasonable given the high quality and comprehensive service provided.Was this helpful?
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UndisclosedUndisclosed2 - 9Florissant, MO
Services provided
25% AI Consulting25% AI Development25% AR/VR Development +125% IoT DevelopmentFocus Areas
70% Chatbots & Conversational AI30% Machine Learning10% Cognitive Computing +210% Natural Language Processing10% RoboticsTREE Industries is a small AR/VR development company. They offer AR/VR development and IoT development and were founded in 2017.
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$1,000+$50 - $99 / hr2 - 9San Francisco, CA
Services provided
75% AI Development25% Product DesignFocus Areas
50% Chatbots & Conversational AI100% Machine Learning20% Natural Language Processing +210% Cognitive Computing10% RoboticsArtificial intelligence company Calculation Consulting was launched in 2011. The small team provides Artificial Intelligence and Product Design.
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$50,000+$50 - $99 / hr10 - 49Salt Lake City, UT
Services provided
50% IT Staff Augmentation15% AI Development15% Custom Software Development +210% Mobile App Development10% StaffingFocus Areas
20% Chatbots & Conversational AI20% AI Recommendation Systems20% Computer Vision +320% Machine Learning10% Cognitive Computing10% Natural Language ProcessingSee all 3 projectsAcendeo is a specialized technical recruitment agency that excels in sourcing and vetting engineering talent for companies seeking to streamline their hiring processes. Across their reviews, 100% of clients emphasize Acendeo’s efficient and transparent process, with notable praise for their thorough vetting, resulting in significant time savings. Clients also appreciate Acendeo's strong cultural alignment and consistent communication, highlighting their value as a reliable technical partner.
Reviews mention Communicative
Acendeo has received positive feedback for its communicative approach, with clients noting their clarity and responsiveness throughout the hiring process. One client highlighted that Acendeo keeps the process moving and communicates effectively about candidate progress. The team is praised for its consistent updates and hands-on involvement, which fosters a partnership feel rather than a typical staffing agency interaction. Overall, clients express satisfaction with Acendeo's transparency and commitment to delivering quality candidates without creating additional work.-
Recruitment Process Outsourcing for Business services
5.0 Sep 29, 2026Acendeo’s project management is straightforward and responsive. The team keeps the process moving, communicates clearly around candidate progress, and handles the sourcing, screening, and coordination without creating extra work for us. Moreover, the candidates are delivered within the timeframe they set, and we never feel like we have to chase them for updates. Our primary forms of communication with Acendeo are virtual meetings and emails or messaging apps.
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2 of 2 reviews are 5 starsUnknown avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Acendeo has received positive feedback from clients over the last six months, highlighting its effective candidate sourcing and vetting processes. Clients appreciate the company's transparency, with one noting that Acendeo prioritized quality over quantity by rejecting unsuitable candidates. Another client emphasized reduced hiring time and streamlined processes, allowing them to focus on evaluating top candidates. Overall, Acendeo is recognized for its responsive communication and alignment with client values, demonstrating a strong fit for technical talent acquisition.Was this helpful?
Industry Experience
Acendeo has garnered positive feedback primarily within the business services industry, excelling in talent sourcing and technical vetting for companies seeking to enhance their internal technology capabilities. Clients appreciate Acendeo's responsiveness, culture alignment, and efficiency in reducing hiring timelines, enabling a more focused approach to candidate selection. Their strengths lie in delivering curated candidate lists and providing valuable market insights, making Acendeo a strategic partner for businesses aiming to streamline their recruitment processes.
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Business servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Acendeo is frequently praised for its cost-effectiveness and value for money. Clients noted that Acendeo's pricing fit their budgets and resulted in savings compared to hiring full-time engineers. One client highlighted that engaging Acendeo reduced the hiring process time and provided a predictable monthly cost structure, ultimately saving significant resources. Overall, the sentiment reflects a strong appreciation for the financial value Acendeo brings to its clients through efficient and effective talent sourcing.Was this helpful?
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$10,000+$25 - $49 / hr250 - 999Westminster, CO
Services provided
40% AI Development20% BI & Big Data Consulting & SI20% Blockchain +120% Custom Software DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Machine Learning15% Robotics +210% Cognitive Computing10% Natural Language ProcessingAI firm Mitosis Technologies is based in Rajakilpakkam, India and Westminster, Colorado. Founded in 2013, the team provides Artificial Intelligence and Custom Software Development.
Read moreSee All Locations (5)Westminster, CO
Apt# H-14, 10350 Dover St
Westminster, CO 8002150 - 75
3039174051
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UndisclosedUndisclosed250 - 999Newark, CA
Services provided
20% Mobile App Development20% Web Development10% AI Development +510% Cloud Consulting & SI10% Digital Strategy10% E-Commerce Development10% IT Managed Services10% UX/UI DesignFocus Areas
50% Chatbots & Conversational AI50% Machine Learning20% Natural Language Processing +210% Cognitive Computing10% RoboticsTA Digital is a web development company. In Newark, California, the team offers Web Development and Mobile App Development.
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UndisclosedUndisclosed50 - 249New York, NY
Services provided
100% AI DevelopmentFocus Areas
35% Chatbots & Conversational AI100% Machine Learning30% Natural Language ProcessingLocated in New York, New York, Graphen is a midsize artificial intelligence firm. The team focuses on Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosed50 - 249Jacksonville, FL
Services provided
90% AI Development10% AI ConsultingFocus Areas
35% Chatbots & Conversational AI100% Machine Learning35% Natural Language ProcessingDuos Technologies is an AI company. The team provides Artificial Intelligence and AI Consulting and is in Jacksonville, Florida.
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UndisclosedUndisclosed50 - 249Houston, TX
Services provided
35% AI Consulting35% Blockchain30% IoT DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Machine LearningMDxBlocks is a Blockchain company. They are headquartered in Houston, Texas and have midsize team. They offer Blockchain and AI Consulting.
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$10,000+$25 - $49 / hr50 - 249Las Vegas, NV
Services provided
35% Custom Software Development25% AI Development25% BI & Big Data Consulting & SI +115% Cloud Consulting & SIFocus Areas
20% Chatbots & Conversational AI30% Natural Language Processing25% Machine Learning +310% AI Recommendation Systems10% Cognitive Computing5% Computer VisionHush-Hush is a midsize custom software development company. Founded in 2013, the team focuses on Custom Software Development and BI & big data consulting & SI.
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$10,000+$50 - $99 / hr50 - 249Sheridan, WY
Services provided
30% Custom Software Development25% AI Development20% Mobile App Development +315% Web Development5% DevOps Managed Services5% Product DesignFocus Areas
30% Chatbots & Conversational AI25% Voice and Speech Recognition20% Natural Language Processing +315% AI Recommendation Systems5% Cognitive Computing5% Machine LearningLaunched in 2021, CODIXSYSTEMS is a midsize software development company. Their services include Custom Software Development and Artificial Intelligence.
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$1,000+$25 - $49 / hr50 - 249Albany, NY
Services provided
20% AI Development20% Web Development15% ERP Consulting and SI +710% API Development10% Custom Software Development5% AI Agents5% AI Consulting5% E-Commerce Development5% Generative AI5% Mobile App DevelopmentFocus Areas
25% Chatbots & Conversational AI25% Machine Learning25% Natural Language Processing +125% Voice and Speech RecognitionExcelstech, a midsize AI development company, is based in Albany, New York. Their services include Artificial Intelligence and Web Development.
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$10,000+$200 - $300 / hrFreelancerChicago, IL
Services provided
35% AI Consulting35% Product Design30% AI DevelopmentFocus Areas
20% Chatbots & Conversational AI60% Machine Learning20% Natural Language ProcessingSee all 6 projectsDeCypher DataLabs LLC is a data science and machine learning company, providing tailored solutions like vulnerability analysis, recommendation engines, and predictive modeling. The reviews highlight their excellent communication skills, with 100% of clients praising their clarity and collaboration. Clients appreciate their innovative and practical solutions, with 83% noting professionalism in handling complex data projects.
Reviews mention Efficient
Clients have consistently praised DeCypher DataLabs LLC for their efficiency, particularly highlighting their excellent communication skills. One client noted that the team was 'very effective' in their workflow, utilizing various communication tools to maintain seamless contact. Additionally, the responsiveness and understanding of business needs were emphasized during the project selection process, demonstrating a strong alignment with client objectives.-
ML Recommendation Engine for Market Research Company
5.0 Nov 3, 2020The workflow was very effective. Leveraging a few communication tools, we had no issues getting in contact with one another. Excellent communication to quickly access the use case of the model.
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Industry Experience
DeCypher DataLabs LLC has demonstrated expertise primarily in the legal, logistics, and other industries, focusing on machine learning and data engineering solutions. Clients commend their clear communication, adaptability, and ability to provide tailored solutions that meet specific business needs. Overall sentiment across industries is positive, highlighting the firm's strengths in understanding complex data challenges and delivering effective results, making them a suitable partner for organizations seeking innovative data solutions.
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Software Legal Research Healthcare Logistics & Supply ChainWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients of DeCypher DataLabs LLC generally perceive the company as offering valuable services at competitive prices. For instance, one client appreciated how Leith provided an affordable solution suitable for a small practice, avoiding extensive costs. Another client noted the importance of establishing a clear project scope and cost upfront. Overall, feedback reflects satisfaction with the value received relative to costs, highlighting excellent communication and tailored solutions as key strengths.Was this helpful?
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$1,000+< $25 / hr2 - 9Troy, MI
Services provided
50% Mobile App Development20% AI Development20% Mobile & App Marketing +110% Digital StrategyFocus Areas
50% Chatbots & Conversational AI20% Machine Learning10% Cognitive Computing +210% Natural Language Processing10% RoboticsLaunched in 2011, Distro Systems is a mobile app development firm. The firm provides Mobile App Development and Artificial Intelligence.
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Undisclosed$100 - $149 / hr2 - 9Lewisville, TX
Services provided
30% Cybersecurity20% AI Consulting20% IT Managed Services +310% Application Management & Support10% IT Strategy Consulting10% Web DesignFocus Areas
50% Chatbots & Conversational AI50% Machine LearningSanctus Solutions is a Cybersecurity company based in Lewisville, Texas. The team focuses on Cybersecurity and IT managed services.
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$5,000+$300+ / hr2 - 9Irvine, CA
Services provided
35% Marketing Strategy25% Fractional CMO Services20% AI Consulting +120% Business ConsultingFocus Areas
50% Chatbots & Conversational AI50% Machine LearningArgo IQ is a Marketing Strategy company. They are based in Irvine, California and have small team of experts. Their services include Marketing Strategy and Fractional CMO Services.
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$10,000+$50 - $99 / hr10 - 49San Jose, CA
Services provided
50% BI & Big Data Consulting & SI30% AI Consulting20% Cloud Consulting & SIFocus Areas
30% Chatbots & Conversational AI50% Machine Learning20% AI Recommendation SystemsWhite Box Data is a big data company. Launched in 2023, the team provides BI & big data consulting & SI and AI Consulting. The firm is based in San Jose, California and Charlotte, North Carolina.
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$5,000+$25 - $49 / hr10 - 49Garland, TX
Services provided
20% Content Marketing20% Generative AI20% Graphic Design +320% Social Media Marketing10% Custom Software Development10% Low/No Code DevelopmentFocus Areas
40% Chatbots & Conversational AI20% Natural Language Processing15% AI Recommendation Systems +215% Cognitive Computing10% RoboticsMeta IT Services is a social media marketing agency. In Garland, Texas, the firm provides Social Media Marketing and Content Marketing.
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$1,000+$25 - $49 / hr10 - 49Austin, TX
Services provided
10% Digital Strategy10% Ecommerce Marketing10% Generative AI +710% Media Planning & Buying10% Performance Marketing10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Web Design10% Web DevelopmentFocus Areas
50% Chatbots & Conversational AI50% Machine LearningFastech Incorporation is a media planning & buying agency. The agency is in Austin, Texas. Their services include Media Planning & Buying and Digital Strategy.
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$5,000+$150 - $199 / hr10 - 49Clare, MI
Services provided
20% AI Agents20% AI Consulting20% AI Development +220% ERP Consulting and SI20% IT Managed ServicesFocus Areas
20% Chatbots & Conversational AI50% Natural Language Processing20% Cognitive Computing +110% Machine LearningLaunched in 2018, Clarabella Consulting, a small artificial intelligence company, is headquartered in Clare, Michigan. Their services include Artificial Intelligence and ERP consulting and SI.
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$5,000+$25 - $49 / hr50 - 249Dallas, TX
Services provided
70% Blockchain10% AI Consulting10% AI Development +110% Generative AIFocus Areas
20% Chatbots & Conversational AI20% Cognitive Computing20% Machine Learning +220% Natural Language Processing20% RoboticsShivacha Technologies is a Blockchain company. Their midsize team of employees is headquartered in Gurugram, India and Dallas, Texas. Their team offers Blockchain and AI Consulting.
Read moreSee All Locations (3)Dallas, TX
3699 McKinney Avenue
Dallas, TX 7520450 - 75
+1-409-302-2722
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UndisclosedUndisclosed2 - 9Livermore, CA
Services provided
20% AI Development20% Accounting20% Custom Software Development +320% UX/UI Design10% Recruiting10% StaffingFocus Areas
100% Chatbots & Conversational AI25% Cognitive Computing25% Machine Learning +220% Natural Language Processing10% RoboticsIn Livermore, California, Empower Minds, LLC is a small Accounting company. Their services include Accounting and Custom Software Development.
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UndisclosedUndisclosed2 - 9The Woodlands, TX
Services provided
20% AI Development20% Market Research20% Marketing Strategy +320% Social Media Marketing10% Content Marketing10% Content Writing ServicesFocus Areas
100% Chatbots & Conversational AIWilliam T Cooper is a Market Research company. Founded in 1996, the agency is headquartered in The Woodlands, Texas. Their team focuses on Market Research and Marketing Strategy.
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UndisclosedUndisclosed2 - 9Austin, TX
Services provided
20% AI Development20% API Development15% Cloud Consulting & SI +415% Web Development10% Conversion Optimization10% E-Commerce Development10% Robotics Process AutomationFocus Areas
100% Chatbots & Conversational AILocated in Austin, Texas, DevMark Innovations is a small AI company. The team focuses on Artificial Intelligence and API Development.
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UndisclosedUndisclosed2 - 9Redmond, WA
Services provided
25% Custom Software Development20% AI Development20% Mobile App Development +315% BI & Big Data Consulting & SI10% Cloud Consulting & SI10% Web DesignFocus Areas
100% Chatbots & Conversational AIEstablished in 2018, Axcend Consulting is a small Redmond, Washington-based data analytics company. Their team provides BI & big data consulting & SI and Custom Software Development.
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UndisclosedUndisclosed2 - 9Middle Grove, NY
Services provided
20% AI Development20% Pay Per Click20% Search Engine Optimization +220% Social Media Marketing20% Web DesignFocus Areas
100% Chatbots & Conversational AILaunched in 1999, NewWard Development, LLC is a social media marketing company. Their services include Social Media Marketing and Search Engine Optimization.
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Undisclosed$25 - $49 / hr2 - 9Richmond, TX
Services provided
50% Web Design30% Web Development20% AI DevelopmentFocus Areas
100% Chatbots & Conversational AIA2H is a small web design agency established in 2024. Their team focuses on Web Design and Web Development.
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$5,000+Undisclosed10 - 49New York, NY
Services provided
20% AI Consulting20% Business Consulting20% Digital Strategy +320% Generative AI10% AI Development10% Low/No Code DevelopmentFocus Areas
15% Chatbots & Conversational AI20% Machine Learning15% Cognitive Computing +510% AI Recommendation Systems10% Computer Vision10% Natural Language Processing10% Robotics10% Voice and Speech RecognitionGreyCorp AI Copnsulting, a Digital Strategy company, is headquartered in Brookvale, Australia and New York, New York. Founded in 2023, the team focuses on Digital Strategy and Artificial
Read moreSee All Locations (2)New York, NY
30 Wall Street
New York, NY 100056 - 9
8288888328
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$10,000+$25 - $49 / hr50 - 249Hicksville, NY
Services provided
15% AI Development15% Custom Software Development15% ERP Consulting and SI +810% BI & Big Data Consulting & SI10% Cloud Consulting & SI10% Enterprise App Modernization5% AI Agents5% AI Consulting5% IT Staff Augmentation5% IT Strategy Consulting5% Mobile App DevelopmentFocus Areas
10% Chatbots & Conversational AI20% AI Recommendation Systems20% Computer Vision +510% Cognitive Computing10% Machine Learning10% Natural Language Processing10% Robotics10% Voice and Speech RecognitionSee all 1 projectsARYtech is a global digital and AI transformation leader, empowering businesses to modernize their operations and drive bottom-line growth. As the next-generation technology arm of the ARY
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UndisclosedUndisclosed10 - 49Gig Harbor, WA
Services provided
50% BI & Big Data Consulting & SI20% AI Consulting20% Cloud Consulting & SI +110% Custom Software DevelopmentFocus Areas
30% Chatbots & Conversational AI50% Natural Language Processing20% Machine LearningAtaira is a business intelligence company. Located in Gig Harbor, Washington, the company specializes in BI & big data consulting & SI and cloud consulting & SI.
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$25,000+$150 - $199 / hr50 - 249Houston, TX
Services provided
15% IT Strategy Consulting10% AI Consulting10% AI Development +710% BI & Big Data Consulting & SI10% CRM Consulting and SI10% Cloud Consulting & SI10% DevOps Managed Services10% Enterprise App Modernization10% Mobile App Development5% IT Staff AugmentationFocus Areas
20% Chatbots & Conversational AI20% Machine Learning20% Natural Language Processing +410% AI Recommendation Systems10% Cognitive Computing10% Computer Vision10% Voice and Speech RecognitionEstablished in 2003, Smartbridge is a midsize Houston, Texas-based IT strategy consulting company. Their team focuses on IT strategy consulting and BI & big data consulting & SI.
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$1,000+< $25 / hr10 - 49New York, NY
Services provided
20% Custom Software Development20% Web Development15% AI Development +415% Mobile App Development10% Pay Per Click10% Search Engine Optimization10% Web DesignFocus Areas
25% Chatbots & Conversational AI25% Computer Vision20% AI Recommendation Systems +215% Machine Learning15% Natural Language ProcessingSee all 4 projectsNaveck Technologies offers comprehensive SEO services, including backlink building, SEO audits, keyword research, content optimization, and performance tracking. Their reviews highlight effective project management, a personalized approach, and impressive expertise in SEO, leading to improved search engine rankings and increased organic traffic. While communication was strong, suggestions were made for more detailed initial reporting and frequent check-ins.
See All Locations (3)New York, NY
667 Madison Avenue
New York, NY 100652 - 5
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$1,000+$100 - $149 / hrFreelancerJoshua, TX
Services provided
80% AI Development5% Custom Software Development5% Market Research +25% Other Application Development5% Web DevelopmentFocus Areas
30% Chatbots & Conversational AI100% Machine Learning25% Cognitive Computing +220% Natural Language Processing10% RoboticsSee all 1 projectsVistalore is a data analytics company known for its exceptional ability to develop predictive analytics platforms. They were praised for their deep understanding of complex projects, innovative solutions, and responsive collaboration, contributing to significant advancements in nanoparticle discovery. The reviews are overwhelmingly positive, with 100% of reviewers commending their intuitive and effective workflow.
Industry Experience
Vistalore demonstrates significant expertise in the research industry, particularly within nanotechnology and data analytics for scientific applications. Clients highlight their strengths in understanding complex problems, user-friendly tool development, and enhancing discovery processes. The overall sentiment is highly positive, with feedback emphasizing Vistalore's creativity and responsiveness, making them a strong fit for companies looking to optimize data-driven processes in research and development sectors.
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ResearchWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients commend Vistalore for providing exceptional value for money, noting their deep understanding of specific challenges and creative solutions. One CEO highlighted the invaluable data analytics tool developed by Vistalore, which significantly accelerated their process from months to hours. The responsiveness and intuitive approach of the Vistalore team further enhance their perceived value, leading to a strong sentiment of satisfaction among clients regarding the overall cost-effectiveness of their services.Was this helpful?
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$1,000+$50 - $99 / hr2 - 9Mechanicsburg, PA
Services provided
40% AI Development10% Graphic Design10% Search Engine Optimization +410% Social Media Marketing10% UX/UI Design10% Web Design10% Web DevelopmentFocus Areas
35% Chatbots & Conversational AI50% Cognitive Computing50% Machine Learning +210% Natural Language Processing10% RoboticsNuron Surge - A.I is an AI firm. Their small team is located in Mechanicsburg, Pennsylvania. Their team specializes in Artificial Intelligence and UX/UI Design.
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$50,000+$25 - $49 / hr2 - 9Old Bridge, NJ
Services provided
60% Custom Software Development20% AI Development20% BI & Big Data Consulting & SIFocus Areas
55% Chatbots & Conversational AI30% Machine Learning15% Natural Language ProcessingHistroke 340B Program Audit & Reporting Solution, a custom software development firm, was established in 2022. They focuses on Custom Software Development and BI & big data consulting & SI.
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UndisclosedUndisclosed2 - 9College Park, MD
Services provided
45% AI Consulting20% AI Agents15% Web Development +210% CRM Consulting and SI10% IT Strategy ConsultingFocus Areas
30% Chatbots & Conversational AI15% Cognitive Computing15% Machine Learning +515% Robotics10% Natural Language Processing5% AI Recommendation Systems5% Computer Vision5% Voice and Speech RecognitionTavroli is a small AI Consulting company launched in 2026. Their team specializes in AI Consulting and AI Agents.
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Ability to Deliver considers three criteria:
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Best Chatbot Companies in the US
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$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
37.7/40.019.2/20 Reviews10/10 Clients & Experience8.5/10 Market PresenceService focus
70% AI Development30% Chatbots & Conversational AI30% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
35/40.020/20 Reviews10/10 Clients & Experience5/10 Market PresenceService focus
35% AI Development30% Chatbots & Conversational AI65% Other -
$25,000+$50 - $99 / hr50 - 249Hollywood, FL
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
20% AI Development30% Chatbots & Conversational AI80% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
34.6/40.019.8/20 Reviews10/10 Clients & Experience4.8/10 Market PresenceService focus
80% AI Development40% Chatbots & Conversational AI20% Other -
$50,000+$50 - $99 / hr1,000 - 9,999New York, NY
Ability to deliver
37.5/40.020/20 Reviews10/10 Clients & Experience7.5/10 Market PresenceService focus
20% AI Development10% Chatbots & Conversational AI80% Other -
$10,000+$200 - $300 / hr10 - 49Chicago, IL
Ability to deliver
33.9/40.017.4/20 Reviews10/10 Clients & Experience6.5/10 Market PresenceService focus
30% AI Development100% Chatbots & Conversational AI70% Other -
$10,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
33.2/40.017.6/20 Reviews10/10 Clients & Experience5.6/10 Market PresenceService focus
30% AI Development70% Chatbots & Conversational AI70% Other -
$10,000+$150 - $199 / hr10 - 49Lewisville, TX
Ability to deliver
35.2/40.018.8/20 Reviews10/10 Clients & Experience6.4/10 Market PresenceService focus
10% AI Development100% Chatbots & Conversational AI90% Other -
$50,000+$50 - $99 / hr1,000 - 9,999San Francisco, CA
Ability to deliver
35/40.020/20 Reviews10/10 Clients & Experience5/10 Market PresenceService focus
15% AI Development25% Chatbots & Conversational AI85% Other -
$25,000+$50 - $99 / hr250 - 999Miami, FL
Ability to deliver
34.3/40.020/20 Reviews10/10 Clients & Experience4.3/10 Market PresenceService focus
10% AI Development50% Chatbots & Conversational AI90% Other -
$50,000+$150 - $199 / hr10 - 49Austin, TX
Ability to deliver
36.1/40.019.8/20 Reviews10/10 Clients & Experience6.3/10 Market PresenceService focus
10% AI Development70% Chatbots & Conversational AI90% Other -
$10,000+$50 - $99 / hr250 - 999Marlborough, MA
Ability to deliver
33.5/40.019.2/20 Reviews10/10 Clients & Experience4.3/10 Market PresenceService focus
30% AI Development30% Chatbots & Conversational AI70% Other -
$10,000+$100 - $149 / hr10 - 49Miami, FL
Ability to deliver
38.9/40.020/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
25% AI Development10% Chatbots & Conversational AI75% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
35.7/40.019.4/20 Reviews10/10 Clients & Experience6.3/10 Market PresenceService focus
40% AI Development20% Chatbots & Conversational AI60% Other -
$25,000+$50 - $99 / hr250 - 999Austin, TX
Ability to deliver
31.8/40.017.6/20 Reviews10/10 Clients & Experience4.2/10 Market PresenceService focus
30% AI Development35% Chatbots & Conversational AI70% Other -
$10,000+Undisclosed50 - 249San Francisco, CA
Ability to deliver
34.6/40.019/20 Reviews9.7/10 Clients & Experience5.9/10 Market PresenceService focus
30% AI Development40% Chatbots & Conversational AI70% Other -
UndisclosedUndisclosed10 - 49Los Angeles, CA
Ability to deliver
29.6/40.016.4/20 Reviews8.9/10 Clients & Experience4.3/10 Market PresenceService focus
100% AI Development100% Chatbots & Conversational AI -
$25,000+$100 - $149 / hr50 - 249Irvine, CA
Ability to deliver
34.6/40.018.4/20 Reviews9.9/10 Clients & Experience6.3/10 Market PresenceService focus
10% AI Development60% Chatbots & Conversational AI90% Other -
$50,000+$150 - $199 / hr250 - 999Los Angeles, CA
Ability to deliver
35.5/40.020/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
25% AI Development15% Chatbots & Conversational AI75% Other -
$10,000+Undisclosed250 - 999Sunny Isles Beach, FL
Ability to deliver
29.4/40.016.2/20 Reviews8.9/10 Clients & Experience4.3/10 Market PresenceService focus
50% AI Development50% Chatbots & Conversational AI50% Other -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
34.3/40.019/20 Reviews10/10 Clients & Experience5.3/10 Market PresenceService focus
65% AI Development20% Chatbots & Conversational AI35% Other -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
35.3/40.019.8/20 Reviews10/10 Clients & Experience5.5/10 Market PresenceService focus
34% AI Development25% Chatbots & Conversational AI66% Other -
$10,000+$100 - $149 / hr10 - 49New York, NY
Ability to deliver
32.9/40.019/20 Reviews10/10 Clients & Experience3.9/10 Market PresenceService focus
60% AI Development40% Chatbots & Conversational AI40% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
32.3/40.017/20 Reviews10/10 Clients & Experience5.3/10 Market PresenceService focus
90% AI Development25% Chatbots & Conversational AI10% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
33.5/40.018.4/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
100% AI Development25% Chatbots & Conversational AI -
$50,000+$100 - $149 / hr10,000+Charlottesville, VA
Ability to deliver
29.7/40.019.2/20 Reviews6/10 Clients & Experience4.5/10 Market PresenceService focus
40% AI Development25% Chatbots & Conversational AI60% Other -
$25,000+$50 - $99 / hr250 - 999San Diego, CA
Ability to deliver
31.1/40.016/20 Reviews10/10 Clients & Experience5.1/10 Market PresenceService focus
30% AI Development35% Chatbots & Conversational AI70% Other -
$25,000+$50 - $99 / hr250 - 999Orlando, FL
Ability to deliver
31.4/40.016.2/20 Reviews10/10 Clients & Experience5.2/10 Market PresenceService focus
60% AI Development30% Chatbots & Conversational AI40% Other -
$5,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
33.2/40.016.4/20 Reviews10/10 Clients & Experience6.8/10 Market PresenceService focus
55% AI Development25% Chatbots & Conversational AI45% Other -
$25,000+$50 - $99 / hr250 - 999Aventura, FL
Ability to deliver
33.1/40.019/20 Reviews10/10 Clients & Experience4.1/10 Market PresenceService focus
20% AI Development30% Chatbots & Conversational AI80% Other
Latest Chatbots Articles
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U.S. Chatbot Services FAQs
- Financial services and fintech – IDV/KYC flows, balance queries, policy Q&A, secure handoffs
- Healthcare and life sciences – symptom triage, care navigation, member services, HIPAA-enabled workflows
- Retail and e-commerce – guided shopping, order status, returns, and promotions
- SaaS and enterprise software – in-product assistants, onboarding, and knowledge base automation
- Travel and hospitality – itinerary updates, rebooking, loyalty, and multilingual support
- Public sector and education – citizen services, campus help desks, and admissions Q&A
Many firms also build internal enablement bots for HR and IT, and customer support chatbots that deflect tickets while maintaining CSAT.
- Deep ecosystem access — U.S. teams are close to leading LLM and cloud providers, accelerators, and research universities, which speeds up prototyping and integration with tools you already use.
- Enterprise readiness – Many U.S. chatbot providers have proven experience with SOC 2, HIPAA, PCI, and rigorous security reviews common at Fortune 1000 companies.
- Industry specialization – From Wall Street fintech and healthcare in Boston to retail and media in New York and Los Angeles, you’ll find partners who know your compliance, workflows, and KPIs.
- Time zone alignment and support SLAs – For U.S.-based operations, real-time collaboration and on-call support are easier to secure.
Pricing varies by scope, stack, and compliance needs, but typical U.S. ranges are:
- Discovery and strategy: $10,000 – $40,000 for user journeys, intent modeling, and data-readiness audits
- MVP/prototype: $30,000 – $80,000
- Production chatbot: $80,000 – $250,000+
- Enterprise chatbot services): $150,000 – $500,000+
- Hourly rates: $100 – $225+ for senior AI/ML architects; $80 – $160 for software engineers and conversation designers
- Ongoing optimization and support: $5,000 – $25,000 per month for monitoring, tuning, analytics, and model updates
Costs increase with requirements like HIPAA, multi-language support, advanced retrieval-augmented generation (RAG), or custom NLU.
Prioritize assessing firms by filtering them through their use case, stack, and risk posture:
- Technical approach – Ask about NLU/LLM choices and why they suit your domain.
- Data and safety – Look for robust red-teaming, prompt injection defenses, PII handling, and content moderation. Confirm SOC 2/ISO posture, HIPAA, and encryption standards.
- Integration depth – Validate experience with your CRM, CX, and data stack.
- Measurement plan – Require clear KPIs and analytics for ongoing tuning.
- Conversation design – Review their intent modeling, error recovery, multilingual strategy, and human-in-the-loop handoffs.
- References and pilots – Ask for U.S.-based case studies and consider a timeboxed pilot with exit criteria.
Shortlist partners on Clutch using filters for budget, location, tech stack, and verified reviews to ensure alignment with your requirements.
- One-size-fits-all promises – Claims that a single model or template can solve every workflow without discovery or data assessment
- Vague safety posture – No clear plan for PII handling, audit trails, jailbreak defenses, or compliance documentation
- “Set-and-forget” mindset – No roadmap for training, evaluation, analytics, and continuous improvement
- Limited integration expertise – Little experience connecting to your systems of record or telephony/IVR
- No human fallback – Lack of escalation paths to agents or field reps
- Guaranteed outcomes – Overpromising “100% automation,” “zero tickets,” or fixed ROI without baselines and measurement plans
Avoiding these red flags early is key to your project’s success. Do your best to spot and address these warning signs right away.
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