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Featured
What are Featured Providers?
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FLServices provided
20% AI Development10% CRM Consulting and SI10% Cloud Consulting & SI +6 services10% Custom Software Development10% E-Commerce Development10% ERP Consulting and SI10% Enterprise App Modernization10% IT Staff Augmentation10% Mobile App DevelopmentSee all 88 projectsSimform is a versatile software development company specializing in mobile app development, web application enhancements, and software modernization. The reviews reflect an overwhelmingly positive sentiment, with approximately 90% praising their project management, technical expertise, and responsiveness. Clients appreciate Simform's ability to integrate with in-house teams and their commitment to long-term quality, though some suggest improvements in project requirement clarity and documentation.
Reviews mention Exceptional results
Simform has received exceptional feedback for its ability to deliver high-quality mobile applications, as demonstrated by a client who praised the end product for being well-received and reliable. The client highlighted Simform's adeptness in adapting to project needs and their commitment to transparency and communication. Their skilled developers were noted for providing innovative solutions that effectively brought client ideas to fruition, contributing to an overall positive experience despite minor delays.-
Web Dev & Database Management for Data Analytics Company
5.0 Jul 7, 2022Thanks to Simform's work, we've been able to get new products and features launched. I can be very demanding, with aggressive timelines to launch things. Simform has been incredibly gracious and responsive and has sometimes put in overtime to make sure they help us with critical items for my business. They provide an amazing, excellent, responsive service, launching new products and fixing issues.
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Web Dev & Database Management for Data Analytics Company
5.0 Jul 7, 2022The team cares about the project as if this were their business, too. This commitment is one of the biggest reasons I have invested so much with them and will continue to do so; they deliver and build what I want them to; they iterate with me; they fix things really quickly if there are bugs. In fact, they have a 100% success rate when addressing crashes or errors.
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Web Dev & Database Management for Data Analytics Company
5.0 Jul 7, 2022Moreover, the team delivers on time and within budget. If there's any potential increase in the estimated time or cost, they communicate early on so that I can decide whether to proceed or do something differently.
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Web Dev & Database Management for Data Analytics Company
5.0 Jul 7, 2022I've been operating my business for five years now, and Simform is above anyone else I've worked with in terms of professionalism, ability to deliver, responsiveness, and high-quality products. They just hit every single mark I'm looking for.
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Mobile App Dev for Fitness Platform
5.0 Sep 24, 2020The end product has been extremely well-received by our customer base, and it had generated lots of positive reviews. Our app functions well and is reliable. Pre-existing issues were handled well and the app is in a good working state.
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1 of 2 reviews are 5 stars$200,000 – $999,999 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Simform has received positive feedback in recent reviews, highlighting their collaborative approach and commitment to understanding client needs. Clients noted successful project management and effective communication, although some delivery timelines have faced challenges due to evolving requirements. A client emphasized Simform's ability to synthesize complex data into actionable insights and improve system architecture, while another praised their dedication to building sustainable solutions. Areas for improvement include enhancing documentation for end-users to facilitate onboarding.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Simform is recognized for providing good value for money, with clients frequently noting that their pricing aligns well with project budgets. Feedback highlights instances where Simform's cost-effectiveness allowed organizations to achieve significant project goals without overspending. Clients appreciated the transparency in pricing and the absence of hidden costs, contributing to a positive overall perception of value. However, there were occasional concerns about project delays and communication, which impacted perceptions of value in specific instances.Was this helpful?
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$50,000+$100 - $149 / hr10 - 49Vancouver, CanadaServices provided
30% AI Development30% Custom Software Development20% AI Consulting +1 service20% Generative AISee all 7 projectsWizard Labs is a technology consultancy specializing in AI and machine learning solutions. The overall feedback from their reviews is overwhelmingly positive, with 100% of clients praising their project management and technical expertise. Approximately 90% of reviewers highlight the professionalism and depth of knowledge demonstrated by Maz, the founder, in guiding projects efficiently. Clients appreciate their capacity to deliver high-quality, scalable products on time and within budget, with no significant areas for improvement noted.
Reviews mention Timely
Client feedback regarding Wizard Labs' timeliness is overwhelmingly positive. One client noted that Maz and his team were 'extremely attentive' and delivered the complete project on time and on budget, while another praised Maz's exceptional organization and ability to deliver items punctually. Both clients appreciated the proactive communication regarding any delays, underscoring Wizard Labs' commitment to meeting deadlines and adapting to project needs effectively.-
Custom Software & AI Dev for Taekwondo Franchising Brand
5.0 May 14, 2025Maz and team were extremely attentive to our needs. They kept in touch with regular meetings and communicated effectively when deliverables took longer than expected to deliver. Overall we were very happy with them for delivering the complete project on time and on budget.
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AI MVP Development for AI Purchasing Automation Company
5.0 Apr 9, 2025Maz is an excellent project manager. He is exceptionally organized, creates clear and detailed tasks/epics/timelines, and delivers items on time. They are flexible and understanding of pivots and direction changes that can happen when you're an early stage startup.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently express satisfaction with Wizard Labs' pricing, noting it aligns well with their budgets while delivering exceptional value. One client highlighted that their 'pricing fit our budget and offered good value for the cost,' while another remarked on their 'good value for cost' and 'high-quality software that exceeded expectations.' Overall, feedback indicates that Wizard Labs is perceived as a cost-effective partner that provides high-quality results without sacrificing service.Was this helpful?
More responsive than most other service providers
Get in TouchWizard Labs 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+$150 - $199 / hr250 - 999Los Angeles, CAServices provided
50% Mobile App Development25% AI Development15% Custom Software Development +1 service10% Web DevelopmentSee all 91 projectsGoji Labs is a versatile software development company specializing in mobile and web applications, known for its strategic approach and strong project management. Reviews highlight their impressive communication and accountability, with 90% of clients praising their responsiveness and collaborative nature. While some desire faster issue resolutions, the company's focus on client needs and strategic decision-making is consistently appreciated.
Reviews mention Experienced
Goji Labs has received positive feedback regarding their technical expertise and responsiveness. A CTO noted that their team effectively handled various development challenges, contributing to a successful mobile app that integrated well with the device. The client appreciated the breadth of Goji Labs' technical experience and their ability to augment the existing team. Overall, the sentiment is favorable, highlighting Goji Labs' capability to deliver high-quality work and adapt to client needs.-
Frontend Mobile App Dev for Sports Tech Company
4.5 Oct 15, 2022Their breadth of technical experience and knowhow was impressive. This expertise allowed them to augment my team effectively. The project manager was responsive and adapted to my preferred management style.
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5 of 5 reviews are 5 stars$200,000 – $999,999 avg. project costRead 5 Recent ReviewsReviewed 5 times in the past 6 months
Goji Labs has received positive feedback over the last six months, with clients praising their strategic approach, strong communication, and project management skills. Notably, one client highlighted a 7% conversion to membership due to Goji Labs' efforts in app redesign and feature development. Another client commended their responsiveness and ability to adapt to evolving project needs. However, some clients noted areas for improvement, such as clearer upfront alignment on budgets and faster issue resolution.Was this helpful?
Industry Experience
Goji Labs has demonstrated expertise across diverse industries including media, arts, entertainment, medical, and education. Clients commend their strategic approach and effective communication, highlighting improvements in user engagement and revenue through tailored solutions. Positive feedback reflects their strengths in project management, responsiveness, and adaptability, making them a valuable partner for businesses seeking innovative digital solutions, particularly in media and educational technology.
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Social Networking Fitness Medical Arts, entertainment & music Information technology Research Nonprofit Sports Gaming Non-profit Consumer products & services Software Advertising & marketing Education Design Transportation Manufacturing Telecommunications Environmental Services Healthcare Business services IT Services Consulting Financial services Wellness & Fitness Other industries Hospitality & leisure Consumer Products Real estate Other Industry Automotive MediaWas this helpful?
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UndisclosedUndisclosedFreelancer
Services provided
10% AI Development10% Branding10% Content Marketing +7 services10% Conversion Optimization10% E-Commerce Development10% Email Marketing10% Pay Per Click10% Search Engine Optimization10% Web Design10% Web DevelopmentI DIGIT GROUP is a branding firm. Founded in 2013, the team focuses on Branding and Content Marketing.
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UndisclosedUndisclosedFreelancerHopkins, MN
Services provided
20% Branding10% AI Development10% Content Marketing +7 services10% E-Commerce Development10% Graphic Design10% Search Engine Optimization10% UX/UI Design10% Web Development5% Logo5% Packaging DesignPower of the Web is a small branding agency based in Hopkins, Minnesota. The team specializes in Branding and Content Marketing.
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Featured
What are Featured Providers?
$75,000+$100 - $149 / hr50 - 249New York, NYServices provided
30% AI Consulting30% AI Development10% Generative AI +3 services10% Mobile App Development10% Product Design10% Web DesignSee all 71 projectsBlueLabel is an AI and software development company known for providing AI-powered automation, digital transformation, and mobile app development services. Across numerous reviews, 90% of clients commend BlueLabel for being timely, responsive, and aligning well with client objectives. Approximately 70% highlight their impressive ability to integrate into existing environments and deliver innovative solutions. Some reviews, however, suggest improvements in communication and thoroughness in initial testing phases.
Reviews mention Efficient
BlueLabel has received positive feedback regarding its efficiency in project management and execution. Clients have noted the company's ability to meet deadlines and adapt to changing requirements effectively. One client highlighted that the team provided updates throughout the project, allowing for necessary adjustments, while another praised their capacity to deliver quality results within the stipulated timeframes. Overall, clients consistently describe BlueLabel as a professional and efficient partner, with no reported areas for improvement.-
Mobile App Dev for Nonprofit
5.0 Sep 1, 2022Project management is a strength for Blue Label Labs. They’ve done a great job keeping tasks on track and managing the project efficiently. Asana is our primary project management tool, and we use Jira to track backend development progress.
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Mobile App. Dev. for Professional Sports Players Association
5.0 Jan 5, 2021They leverage Asana, which has been effective in tracking the status of various tasks. Their project management style includes working in two-week sprints followed by QA and our approval. That’s been efficient, and we work well together as we implement changes into the app.
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1 of 2 reviews are 5 stars$10,000 – $49,000 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
BlueLabel has received positive feedback from clients in recent months, highlighting their effective project management and ability to deliver solutions on time. A CEO noted a 50% reduction in reporting time and praised BlueLabel's structured SPRINT methodology, which facilitated quick pilot development. Another client emphasized the reliability of BlueLabel's chatbot restoration, leading to an expanded partnership. However, suggestions for improvement included enhancing communication regarding project transparency and deadlines.Was this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
BlueLabel has received positive feedback regarding its cost and value for money across multiple projects. Clients noted the company's ability to deliver high-quality work within budget constraints, with one stating that BlueLabel provided 'good value for cost' and another mentioning that they appreciated the transparency in pricing. Many reviews highlighted that BlueLabel's expertise resulted in significant time savings and improved efficiency, making the investment worthwhile. Overall, clients expressed satisfaction with the financial investment relative to the outcomes achieved.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249San Francisco, CAServices provided
35% AI Development20% Custom Software Development15% AI Agents +2 services15% AI Consulting15% Generative AISee all 27 projectsAzumo is a technology company specializing in custom software development and IT solutions, including web-based applications, AI implementations, and cloud migrations. The reviews highlight Azumo's strong project management, timely delivery, and excellent communication, with 100% positive feedback and frequent praise for their flexibility, responsiveness, and ability to adapt to changing project requirements.
Reviews mention Experienced
Azumo has received highly positive feedback regarding their expertise and professionalism. Clients have noted their efficiency, customer-oriented approach, and extensive knowledge in software and technology architecture. One reviewer highlighted that Azumo quickly addressed development issues during a critical software modernization project, leading to a stable and scalable solution. Overall, clients feel reassured and able to focus on their business, thanks to Azumo's reliable partnership and effective project management practices.-
Software Development for Managed IT Company
5.0 Dec 25, 2018They're personable, efficient, knowledgeable, and extremely customer-oriented. Their extensive experience with software and technology architecture equips them to design and implement robust platforms.
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Industry Experience
Azumo has demonstrated its expertise across various industries, including Advertising & Marketing, Legal, Supply Chain, Medical, Financial Services, Education, and Gaming. Clients consistently praise Azumo for their project management skills, responsiveness, and the quality of deliverables. In the Advertising & Marketing sector, they excelled in building proof-of-concept applications. In Legal, Azumo's automated solutions significantly improved workflow efficiency. The overall sentiment is overwhelmingly positive, indicating a strong fit for clients in need of reliable software development and IT solutions across these sectors.
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Other industries Software Social Networking Financial services Sports Healthcare Chemicals & Biotechnology Arts, entertainment & music Gaming Other Industry Advertising & marketing Education IT Services Legal Media Supply Chain, Logistics, and Transport MedicalWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Azumo is frequently recognized for providing excellent value for money, with clients highlighting their competitive pricing and high-quality deliverables. One client noted that Azumo's pricing fit their budget while delivering a professional and high-quality final product. Another emphasized good value for cost and the impressive outcomes achieved, such as saving substantial labor time. Overall, clients appreciate Azumo's ability to deliver effective solutions within budget constraints, reinforcing positive sentiment regarding their cost-effectiveness.Was this helpful?
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$10,000+$25 - $49 / hr50 - 249Dubai, United Arab EmiratesServices provided
25% AI Development20% Mobile App Development20% Web Development +3 services15% UX/UI Design10% Custom Software Development10% DevOps Managed ServicesSee all 28 projectsPhaedra Solutions, a software development firm, is highly regarded for delivering end-to-end web and mobile app solutions, UI/UX design, and AI integrations. The company is praised for its professionalism, timely project delivery, and strong communication skills, with 100% of reviews highlighting their reliability and dedication. Clients consistently commend their project management capabilities and responsiveness, although there were minor suggestions for improving internet connectivity during meetings. Overall, 90% of the reviews express satisfaction with Phaedra Solutions' services.
Industry Experience
Phaedra Solutions has demonstrated expertise across various industries, including real estate, information technology, consumer products, legal, non-profit, and retail. Feedback highlights their strengths in full-stack development, UI/UX design, and project management, with clients praising their timely delivery and communication. Overall sentiment is positive, indicating strong client satisfaction and effective collaboration, making them a suitable choice for projects in technology-dependent sectors.
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Other industries Publishing Non-profit Nonprofit Software Legal Retail Other Industry Energy & natural resources Advertising & marketing IT Services Consumer products & services Real estate Food & Beverages Information technologyWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently highlight Phaedra Solutions' competitive pricing and strong value for money. One client noted, "Pricing fit our budget" and emphasized their "good value for cost." Another echoed this sentiment, stating their pricing was favorable and the quality of work exceeded expectations. Overall, the sentiment surrounding cost is positive, with multiple clients expressing satisfaction with the financial investment relative to the quality and timeliness of deliverables.Was this helpful?
More responsive than most other service providers
Get in TouchPhaedra 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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UndisclosedUndisclosedFreelancerDover, DE
Services provided
10% AI Development10% Advertising10% CRM Consulting and SI +7 services10% Content Marketing10% Ecommerce Marketing10% Email Marketing10% SMS Marketing10% Search Engine Optimization10% Social Media Marketing10% Video MarketingSudden Impact Agency is an Advertising company. Their small team is located in Dover, Delaware. Their services include Advertising and Social Media Marketing.
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UndisclosedUndisclosedFreelancerWest Hartford, CT
Services provided
10% AI Development10% Business Consulting10% E-Commerce Development +7 services10% Email Marketing10% Sales Outsourcing10% Search Engine Optimization10% Social Media Marketing10% Video Marketing10% Video Production10% Web DesignBased in West Hartford, Connecticut, 2matic Interactive is a social media marketing agency. They offer Social Media Marketing and Email Marketing.
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List of the Best Artificial Intelligence Companies
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$25,000+$25 - $49 / hr1,000 - 9,999Boca Raton, FL
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
25% AI Development75% Other -
$50,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+< $25 / hr250 - 999Gurugram, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
55% AI Development45% Other -
$10,000+< $25 / hr250 - 999Ahmedabad, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Development60% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.6/40.019.8/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
80% AI Development20% Other -
$10,000+$25 - $49 / hr50 - 249Gurugram, India
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
50% AI Development50% Other -
$5,000+$25 - $49 / hr250 - 999Jaipur, India
Ability to deliver
39.8/40.020/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
32% AI Development68% Other -
$75,000+Undisclosed250 - 999Charlotte, NC
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
35% AI Development65% Other -
$1,000+$25 - $49 / hr50 - 249Ahmedabad, India
Ability to deliver
39.3/40.020/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$50 - $99 / hr50 - 249Poznań, Poland
Ability to deliver
39.3/40.019.4/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
50% AI Development50% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.1/40.019.2/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
70% AI Development30% Other -
$50,000+$25 - $49 / hr50 - 249L'viv, Ukraine
Ability to deliver
39/40.019.4/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
60% AI Development40% Other -
$25,000+$25 - $49 / hr250 - 999Kropyvnytskyi, Ukraine
Ability to deliver
38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
35% AI Development65% Other -
$25,000+< $25 / hr250 - 999Ahmedabad, India
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
38.7/40.019/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
80% AI Development20% Other -
$50,000+$50 - $99 / hr50 - 249Boston, MA
Ability to deliver
38.7/40.019.8/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
50% AI Development50% Other -
$25,000+$25 - $49 / hr250 - 999White Plains, NY
Ability to deliver
39.5/40.019.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
30% AI Development70% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
38.6/40.019/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
80% AI Development20% Other -
$100,000+$50 - $99 / hr250 - 999Cluj-Napoca, Romania
Ability to deliver
38.6/40.019/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
65% AI Development35% Other -
$10,000+$25 - $49 / hr50 - 249San Francisco, CA
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
65% AI Development35% Other -
$10,000+$50 - $99 / hr10 - 49Lewes, DE
Ability to deliver
38.5/40.019/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
80% AI Development20% Other -
$5,000+$50 - $99 / hr250 - 999McKinney, TX
Ability to deliver
38.4/40.018.4/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
80% AI Development20% Other -
$50,000+$25 - $49 / hr50 - 249Buenos Aires, Argentina
Ability to deliver
39.4/40.020/20 Reviews9.8/10 Clients & Experience9.6/10 Market PresenceService focus
45% AI Development55% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
38.3/40.018.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
60% AI Development40% Other -
$5,000+$50 - $99 / hr10 - 49Los Angeles, CA
Ability to deliver
38.3/40.019.4/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
70% AI Development30% Other -
$10,000+$100 - $149 / hr10 - 49Bengaluru, India
Ability to deliver
38.2/40.019/20 Reviews10/10 Clients & Experience9.2/10 Market PresenceService focus
60% AI Development40% Other -
$10,000+$50 - $99 / hr50 - 249San Francisco, CA
Ability to deliver
38.1/40.018.4/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
100% AI Development -
$25,000+$25 - $49 / hr1,000 - 9,999Orlando, FL
Ability to deliver
39.9/40.020/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
20% AI Development80% Other -
$5,000+$50 - $99 / hr50 - 249Miami, FL
Ability to deliver
38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
45% AI Development55% Other -
$25,000+$100 - $149 / hr50 - 249Chicago, IL
Ability to deliver
37.9/40.018.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
55% AI Development45% Other
Latest Artificial Intelligence Articles
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How to Use Claude Code if You're Not a Developer
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What's the difference between generative AI vs. agentic AI? Clutch explains both types, their impact on your work, and what to consider before using them.
Artificial Intelligence Development Company FAQs
Looking for an artificial intelligence company but not sure where to start? We've put together answers to the most common questions businesses ask when searching for a trusted partner. This FAQ covers what you need to know before hiring an artificial intelligence company, from pricing and services to results and red flags.
Clutch showcases companies using AI to automate processes, personalize experiences, and solve complex problems based on a proprietary methodology. The top artificial intelligence companies for 2026 include:
AI development agencies specialize in researching, designing, and deploying machine-learning models, data pipelines, and intelligent applications that solve real-world business problems. These service providers work on a myriad of projects, including building predictive analytics tools, training natural-language models for chatbots, or integrating computer-vision systems into existing products. The best firms combine data science, software engineering, and domain knowledge to turn raw data into measurable business outcomes.
Budgets for AI development projects vary widely from one project to another. On Clutch, simple proof-of-concepts often start around $10,000, while enterprise-grade machine intelligence projects can cost as much as $250,000. Moreover, the average hourly rates for these dedicated service providers typically fall between $25–$49 for offshore teams and $100–$200 for top-tier talent in North America or Western Europe. Ultimately, the total cost depends on several key factors, including data complexity, required accuracy, and ongoing support needs.
Finance, healthcare, retail, logistics, manufacturing, and education frequently tap AI to improve fraud detection, patient diagnostics, demand forecasting, route optimization, and personalized learning. However, any data-rich sector can gain value with the right partner.
AI development companies leverage their technical expertise, complex understanding of AI technologies, and problem-solving proficiency to deliver cutting-edge solutions. Most AI development companies offer services such as:
- Discovery workshops and feasibility studies
- Data collection, cleansing, and labeling
- Model selection, training, and evaluation
- MLOps: automation of deployment, monitoring, and retraining
- Custom app or API development to surface AI insights
- Post-launch optimization and support
Some specialists also provide AI consulting, helping teams validate use cases or choose the right cloud services before any code is written.
- Match with essential expertise and experience – Look for in-depth case studies in your industry and tech stack (e.g., TensorFlow, PyTorch).
- Check for verified reviews – Clutch ratings reveal communication style, reliability, and ROI.
- Assess their process – Agile, transparent workflows with clear milestones reduce risk.
- Validate team makeup – Data scientists, ML engineers, and domain experts should be involved—not just “AI generalists.”
- Pilot first – A paid discovery sprint can confirm cultural fit before a long-term commitment.
- Guaranteed accuracy or ROI claims (“100% precision in two weeks”)
- No access to training data or model artifacts
- Overreliance on black-box tools without explainability options
- Limited post-deployment monitoring or support
- Vague pricing and change-order policies
- How have you solved a similar problem for another client?
- Which metrics will define project success, and how will we measure them?
- Who owns the trained models and underlying data?
- What is your approach to data privacy and compliance (e.g., GDPR, HIPAA)?
- How often will models be retrained or updated?
- Which cloud or on-prem platforms do you recommend, and why?
Consulting focuses on strategy—identifying high-impact use cases, estimating ROI, and outlining data readiness. Development covers the hands-on work of building, training, and deploying models. Many machine intelligence companies offer both, starting with workshops and progressing to full-scale implementation.
Get matched with the 5 best-fit agencies for your project—in 4 minutes or less.