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Featured
What are Featured Providers?
$50,000+$50 - $99 / hr250 - 999London, EnglandServices provided
15% AI Consulting20% AI Development15% BI & Big Data Consulting & SI +4 services15% Cloud Consulting & SI15% Custom Software Development10% AI Agents10% IT Staff AugmentationSee all 24 projectsOpinov8 Digital and Engineering Solutions is a versatile technology company specializing in custom software development, MVP creation, and staff augmentation across various industries. The company consistently receives positive feedback, with reviewers highlighting their technical expertise, responsiveness, and effective communication. Approximately 85% of reviews mention their impressive engineering talent, while 90% commend their ability to meet deadlines and project goals despite challenging circumstances.
Industry Experience
Opinov8 Digital and Engineering Solutions has garnered positive feedback across diverse industries, including Information Technology, Financial Services, and Gambling. Clients praise their technical expertise, agility, and project management efficiency. In the IT sector, they have excelled in software development and UX/UI design, while in Finance, they demonstrated strong capabilities in building complex systems and applications. Overall, their adaptability, skilled personnel, and effective communication have made them a favorable choice for companies seeking reliable development partnerships.
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Information technology Software Engineering Arts, entertainment & music Medical IT Services Gambling Advertising & marketing Logistics & Supply Chain Healthcare Other Industry Automotive Human Resources Other industries Financial servicesWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally express satisfaction with Opinov8's cost-effectiveness and value for money. One client noted significant cost savings of around 20%, while another appreciated the alignment of pricing with their budget. A CTO remarked on the exceptional quality of resources and responsiveness, stating that Opinov8's rates were justified by the high caliber of their work. Overall, feedback indicates that clients find Opinov8's services to provide strong value relative to their investment.Was this helpful?
More responsive than most other service providers
Get in TouchOpinov8 Digital and Engineering 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+$100 - $149 / hr50 - 249Bournemouth, EnglandServices provided
25% AI Consulting25% Generative AI15% Mobile App Development +3 services15% Web Development10% Custom Software Development10% UX/UI DesignSee all 47 projects3 SIDED CUBE is a digital development company specializing in creating web platforms and mobile applications that address environmental and social challenges. Across reviews, clients commend the company for their strong project management skills, effective communication, and ability to align with client values. Notably, 100% of reviews highlight their professional and friendly communication style, while 60% emphasize their cultural fit and dedication to client missions.
Reviews mention Innovative
Clients have praised 3 SIDED CUBE for their innovative approach, particularly in the development of pioneering applications like the Apple Watch app for RNLI. The agency's commitment to disruptive agile methodologies and rapid prototyping has been highlighted as a significant cultural influence, allowing for quick adaptations and creative solutions. Overall, the sentiment is highly positive, emphasizing their creativity, transparency, and ability to drive meaningful change, though some clients noted a desire for a more structured project management approach.-
Multiple Apps for Maritime Nonprofit
4.5 Sep 26, 2016One of the things they helped me do was look at rapid prototyping - coming in, hosting events with different teams, and being able to go away and then an hour later come back and show how they prototyped a certain piece of technology. This was a few years ago when that kind of thing was not very mainstream - disruptive behavior and disruptive transformation. Everyone’s doing it now. It’s something they’ve been doing for quite a while and they really had it nailed.
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2 of 2 reviews are 5 stars$10,000 – $49,000 avg. project costRead 2 Recent ReviewsReviewed 2 times in the past 6 months
Recent feedback for 3 SIDED CUBE highlights their effective project management and strong communication skills. Clients noted their professionalism and ability to deliver complex technical solutions, with one stating, "They were able to work around our needs whilst always showing up to best practice." Another review emphasized the company's friendly communication style, contributing to a productive collaboration. Overall, sentiment is highly positive, with no significant areas for improvement identified.Was this helpful?
More responsive than most other service providers
Get in Touch3 SIDED CUBE 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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$75,000+$50 - $99 / hr10 - 49Cluj-Napoca, RomaniaServices provided
35% AI Consulting35% AI Agents10% Custom Software Development +2 services10% Mobile App Development10% Product DesignSee all 24 projectsX2 Mobile is a mobile app development company known for its exceptional project management and high-quality deliverables. Approximately 100% of reviews highlight their professionalism, timely delivery, and alignment with client values and needs. Clients commend their excellent communication skills and responsiveness, with many noting their ability to adapt and provide innovative solutions across various projects.
Industry Experience
X2 Mobile has demonstrated strong expertise across diverse industries including Information Technology, Education, Arts & Entertainment, Engineering, and eCommerce. Feedback highlights their effective project management, quality of deliverables, and responsiveness. Clients commend their ability to enhance user experience, develop innovative applications, and maintain professional communication. Overall sentiment is highly positive, particularly in Education and IT Services, indicating the provider is well-suited for projects requiring mobile app development and user-centric design.
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Information technology Arts, entertainment & music Engineering Education Software Business services eCommerce Sports IT Services Government Wellness & Fitness Consumer ProductsWas this helpful?
Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients consistently report that X2 Mobile offers excellent value for money, with many praising their competitive pricing and alignment with budget expectations. For example, one client highlighted that X2 Mobile's pricing fit their budget while delivering high-quality outcomes. Overall sentiment is positive, with clients noting the company's commitment to quality and timely delivery, reinforcing the perceived value of their services.Was this helpful?
More responsive than most other service providers
Get in TouchX2 Labs is very responsive
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UndisclosedUndisclosed2 - 9
Services provided
10% AI Consulting40% Transcription40% Translation +1 service10% AI DevelopmentTranscript Divas, a small Transcription company, is headquartered in. The team focuses on Transcription and Translation.
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UndisclosedUndisclosed2 - 9City of London, England
Services provided
10% AI Consulting10% AI Development10% CRM Consulting and SI +7 services10% Cloud Consulting & SI10% Custom Software Development10% Customer Service Outsourcing10% ECM Consulting and SI10% ERP Consulting and SI10% IT Managed Services10% Web DesignDocstack is a small artificial intelligence firm based in City of London, England. The team specializes in Artificial Intelligence and cloud consulting & SI.
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Featured
What are Featured Providers?
$10,000+$150 - $199 / hr50 - 249Chicago, ILServices provided
20% AI Consulting20% CRM Consulting and SI20% Web Development +3 services15% AI Development15% Custom Software Development10% Cloud Consulting & SISee all 42 projectsLaunchPad Lab is a software development company specializing in web and application development with expertise in platforms such as Salesforce and Ruby on Rails. Reviews indicate a strong commitment to project management, timely delivery, and effective communication, with over 95% of clients expressing satisfaction with their ability to meet timelines and project objectives. Many clients highlight LaunchPad Lab's understanding of business needs and collaborative approach as a true partnership.
Reviews mention Experienced
Clients express a highly positive sentiment regarding LaunchPad Lab's expertise and innovative approach. One client noted the significant impact of the redesigned website on customer engagement, highlighting the team's effective project management and collaborative spirit. They appreciated the thorough documentation and training provided. Overall, clients commend the team's ability to incorporate past experiences into their solutions, with no major areas for improvement identified.-
Web Design & Branding for Actuarial Company
4.0 Jan 28, 2019Their innovative ideas and willingness to collaborate stands out. They use their experience from previous projects to help us achieve our goals.
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Average Project Cost Breakdown
Read All ReviewsWhat Clients Have Said
Clients generally perceive LaunchPad Lab as offering good value for money, often highlighting their competitive pricing and alignment with project budgets. One client noted that their pricing fit well within budget while another remarked on the good value for the cost. Overall, feedback reflects satisfaction with the quality of deliverables relative to investments, with clients expressing appreciation for timely project completion and responsiveness, reinforcing the sentiment that LaunchPad Lab provides a worthwhile investment.Was this helpful?
More responsive than most other service providers
Get in TouchLaunchPad Lab 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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Chicago, Illinois (23) New York City, New York (2) Buffalo, New York (1) West Lafayette, Indiana (1) Detroit, Michigan (1) Omaha, Nebraska (1) Austin, Texas (1) Bloomington, Indiana (1) Newport Beach, California (1) Commerce City, Colorado (1) Tempe, Arizona (1) Boise, Idaho (1) Waltham, Massachusetts (1) Pittsburgh, Pennsylvania (1)Was this helpful?
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UndisclosedUndisclosed2 - 9London, England
Services provided
10% AI Consulting20% Blockchain20% Cybersecurity +3 services20% IT Managed Services20% IT Staff Augmentation10% IT Strategy ConsultingKiktronik Limited is a small London, England-based Cybersecurity company. Their services include Cybersecurity and IT managed services.
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UndisclosedUndisclosed2 - 9
Services provided
10% AI Consulting10% Branding10% Business Consulting +7 services10% Content Marketing10% Search Engine Optimization10% Social Media Marketing10% UX/UI Design10% Video Marketing10% Web Design10% Web DevelopmentSix Degrees Digital Media is a branding company. They are based in Phoenix, Arizona. Their team focuses on Branding and Social Media Marketing.
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UndisclosedUndisclosed2 - 9Fort Wayne, IN
Services provided
10% AI Consulting20% Mobile App Development20% Search Engine Optimization +6 services20% Web Development10% Generative AI5% Blockchain5% Pay Per Click5% Social Media Marketing5% UX/UI DesignDigitalBizlive is a SEO agency. They are based in Fort Wayne, Indiana and have small team of experts. Their services include Search Engine Optimization and Web Development.
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UndisclosedUndisclosed2 - 9Hialeah, FL
Services provided
10% AI Consulting25% Public Relations25% Web Development +4 services10% AI Development10% Branding10% Corporate Training & Coaching10% Digital Strategy5 STAR BDM is a small Hialeah, Florida-based PR company. Their services include Public Relations and Web Development.
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UndisclosedUndisclosed2 - 9Cambridge, England
Services provided
10% AI Consulting15% Branding15% Search Engine Optimization +6 services10% AI Development10% Content Marketing10% Conversion Optimization10% Ecommerce Marketing10% Generative AI10% Social Media MarketingFounded in 2010, G5 Media is a branding firm. The team provides Branding and Search Engine Optimization.
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UndisclosedUndisclosed2 - 9
Services provided
10% AI Consulting15% Branding15% Search Engine Optimization +6 services10% AI Agents10% AI Development10% Content Marketing10% Generative AI10% Social Media Marketing10% Web DevelopmentCubic Squared, a branding company, is located in Boston, Massachusetts. They focus on Branding and Search Engine Optimization and were established in 2023.
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UndisclosedUndisclosed2 - 9
Services provided
10% AI Consulting15% E-Commerce Development15% Mobile App Development +4 services15% Search Engine Optimization15% Social Media Marketing15% Web Design15% Web DevelopmentOregon WebCrafter is a social media marketing company. Their small team is based in McMinnville, Oregon. Their services include Social Media Marketing and Search Engine Optimization.
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$1,000+$50 - $99 / hrFreelancer
Services provided
10% AI Consulting40% Cybersecurity25% Cloud Consulting & SI +1 service25% IT Managed ServicesOpti365 is a Cybersecurity company. They are headquartered in , and their services include Cybersecurity and cloud consulting & SI.
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UndisclosedUndisclosedFreelancerBirmingham, AL
Services provided
10% AI Consulting30% Executive Search25% Recruiting +2 services25% Staffing10% AI DevelopmentAggressive Hunt is an Executive Search company. The agency is located in Birmingham, Alabama. Their team provides Executive Search and Staffing.
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UndisclosedUndisclosedFreelancer
Services provided
10% AI Consulting20% AR/VR Development20% Blockchain +4 services20% Cybersecurity10% AI Development10% Mobile App Development10% Web DevelopmentIn Cincinnati, Ohio, Zeitios is a Cybersecurity company. Established in 2021, the team specializes in Cybersecurity and AR/VR development.
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UndisclosedUndisclosedFreelancerSeattle, WA
Services provided
10% AI Consulting90% AI DevelopmentMany Doors is an AI development company. Founded in 2009, the firm is in Seattle, Washington. Their services include Artificial Intelligence and AI Consulting.
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UndisclosedUndisclosedFreelancerHot Springs, AR
Services provided
10% AI Consulting30% Search Engine Optimization20% Cybersecurity +4 services10% AI Development10% AR/VR Development10% Social Media Marketing10% Web DevelopmentUnleash Your Geek is a SEO company. They were established in 2001 and focus on Search Engine Optimization and Cybersecurity.
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UndisclosedUndisclosedFreelancer
Services provided
10% AI Consulting30% Content Writing Services10% AI Development +5 services10% Branding10% Content Marketing10% Conversion Optimization10% Email Marketing10% Social Media MarketingReynolds Marketing, LLC. Is a small Content Writing Services company. Launched in 2017, the team offers Content Writing Services and Branding.
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UndisclosedUndisclosedFreelancer
Services provided
10% AI Consulting20% Fractional CMO Services10% AI Development +6 services10% CRM Consulting and SI10% Cloud Consulting & SI10% Corporate Training & Coaching10% Financial Consulting10% Market Research10% Marketing StrategyRevOppAI is a Fractional CMO Services company. The team offers Fractional CMO Services and Market Research and is headquartered in Denver, Colorado.
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UndisclosedUndisclosedFreelancer
Services provided
10% AI Consulting20% Corporate Training & Coaching15% Fractional CMO Services +5 services15% Market Research10% Branding10% CRM Consulting and SI10% Public Relations10% Social Media MarketingLaunched in 2006, Barbara Rozgonyi is a Corporate Training & Coaching company. The team specializes in Corporate Training & Coaching and Market Research and is located in Charlotte, North Carolina.
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UndisclosedUndisclosedFreelancerBari, Italy
Services provided
10% AI Consulting30% Search Engine Optimization10% Content Marketing +5 services10% Ecommerce Marketing10% Generative AI10% Pay Per Click10% Social Media Marketing10% Web DesignLaunched in 2018, Piergiorgio Zotti is a SEO company. The agency provides Search Engine Optimization and Social Media Marketing, and is small.
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Get My MatchesWhy Trust Clutch
At Clutch, we believe trust is the foundation of every business relationship. Our mission is to help buyers make confident, data-backed decisions informed by real client experiences.
Every review on Clutch undergoes a rigorous, human-led verification process to make sure it’s valid. Our team of specialists confirms the identity of each reviewer, ensures the project is legitimate, and only publishes reviews that meet our strict criteria.
Verification doesn’t stop at the point of publication. Our Trust & Safety team routinely audits older reviews against our guidelines. When reviews fall short of our standards, we remove them.
We evaluate service providers using a structured methodology that combines:
- In-depth client interviews and ratings
- Comprehensive project details
- Market presence
- Portfolio examples and industry recognition
This data powers tools like the Leaders Matrix, which helps you compare agencies directly. Our research team curates rankings by weighing verified reviews most heavily, so the most trusted and experienced providers rise to the top.
Using this unique combination of verified client feedback and provider-supplied insights, Clutch distills the most important details into clear, digestible summaries so you have everything you need to make confident, informed decisions quickly.
We take fraud seriously. Providers who violate our guidelines may face lower rankings, restricted visibility, or removal from the platform altogether.
Clutch’s commitment to transparency is ongoing. We’re constantly refining our systems to protect the integrity of reviews and support you in finding the right agency.
Rollover to see company insights or click a company below for more details.
A Clutch Leaders Matrix provides a broad view of the top-performing companies in a particular service or location. Each company featured in a Leaders Matrix is evaluated based on Focus and Ability to Deliver. The size of each circle indicates that company’s size.
By using verified reviews, focused service details, and real project data, the Leaders Matrix highlights companies that consistently deliver and stand out from the rest. Each company’s position is based on how well they focus on a service area and how consistently they deliver results, helping you make informed, confident decisions. Learn More
Focus (x-axis)
Focus accounts for a company’s specialization within a certain service.
Ability to Deliver (y-axis)
Ability to Deliver considers three criteria:
- Client feedback and reviews
- Work experience and previous projects
- Market presence and reputation in the industry
List of the Top 15 AI Consulting Firms
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$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
35% AI Consulting65% Other -
$25,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
34% AI Consulting66% Other -
$25,000+$50 - $99 / hr250 - 999Atlanta, GA
Ability to deliver
37.5/40.017.8/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
40% AI Consulting60% Other -
$10,000+$25 - $49 / hr250 - 999Reston, VA
Ability to deliver
38.9/40.019.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
25% AI Consulting75% Other -
$10,000+$50 - $99 / hr50 - 249Gdańsk, Poland
Ability to deliver
39.7/40.020/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
25% AI Consulting75% Other -
$75,000+$100 - $149 / hr50 - 249New York, NY
Ability to deliver
39.7/40.019.8/20 Reviews10/10 Clients & Experience9.9/10 Market PresenceService focus
25% AI Consulting75% Other -
$100,000+$100 - $149 / hr50 - 249Danvers, MA
Ability to deliver
39.4/40.019.8/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
25% AI Consulting75% Other -
$100,000+$50 - $99 / hr250 - 999Cluj-Napoca, Romania
Ability to deliver
37.4/40.018.6/20 Reviews10/10 Clients & Experience8.8/10 Market PresenceService focus
25% AI Consulting75% 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
30% AI Consulting70% Other -
$25,000+$50 - $99 / hr250 - 999Wrocław, Poland
Ability to deliver
37.9/40.018.2/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
20% AI Consulting80% Other -
$5,000+$25 - $49 / hr250 - 999Frisco, TX
Ability to deliver
37.9/40.018.4/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
20% AI Consulting80% Other -
$10,000+$50 - $99 / hr10 - 49
Ability to deliver
36.3/40.016.6/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
65% AI Consulting35% Other -
$50,000+$50 - $99 / hr250 - 999Poznań, Poland
Ability to deliver
39.8/40.019.8/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Consulting90% Other -
$50,000+$50 - $99 / hr250 - 999London, England
Ability to deliver
38.5/40.019.2/20 Reviews10/10 Clients & Experience9.3/10 Market PresenceService focus
15% AI Consulting85% Other -
$10,000+$50 - $99 / hr50 - 249Warszawa, Poland
Ability to deliver
36.9/40.017.2/20 Reviews9.9/10 Clients & Experience9.7/10 Market PresenceService focus
35% AI Consulting65% Other -
$75,000+$150 - $199 / hr50 - 249Frederick, MD
Ability to deliver
38.7/40.019/20 Reviews10/10 Clients & Experience9.7/10 Market PresenceService focus
20% AI Consulting80% Other -
$100,000+$50 - $99 / hr10 - 49Warszawa, Poland
Ability to deliver
35.7/40.016.2/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
60% AI Consulting40% Other -
$25,000+$25 - $49 / hr50 - 249Newark, DE
Ability to deliver
39.8/40.019.8/20 Reviews10/10 Clients & Experience10/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$50 - $99 / hr250 - 999Sacramento, CA
Ability to deliver
34.4/40.016.6/20 Reviews10/10 Clients & Experience7.8/10 Market PresenceService focus
50% AI Consulting50% Other -
$50,000+$50 - $99 / hr1,000 - 9,999L'viv, Ukraine
Ability to deliver
38/40.018.2/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
11% AI Consulting89% Other -
$50,000+$25 - $49 / hr50 - 249Sofia, Bulgaria
Ability to deliver
36.2/40.016.6/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
35% AI Consulting65% Other -
$50,000+$25 - $49 / hr250 - 999Warszawa, Poland
Ability to deliver
36.8/40.018.2/20 Reviews10/10 Clients & Experience8.6/10 Market PresenceService focus
20% AI Consulting80% Other -
$1,000+$50 - $99 / hr50 - 249
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$50 - $99 / hr50 - 249Paris, France
Ability to deliver
39.4/40.019.6/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$150 - $199 / hr50 - 249Atlanta, GA
Ability to deliver
39.4/40.020/20 Reviews10/10 Clients & Experience9.4/10 Market PresenceService focus
10% AI Consulting90% Other -
$10,000+$50 - $99 / hr10 - 49London, England
Ability to deliver
39.6/40.020/20 Reviews10/10 Clients & Experience9.6/10 Market PresenceService focus
10% AI Consulting90% Other -
$75,000+$50 - $99 / hr10 - 49Cluj-Napoca, Romania
Ability to deliver
36.7/40.017.8/20 Reviews10/10 Clients & Experience8.9/10 Market PresenceService focus
35% AI Consulting65% Other -
$5,000+$25 - $49 / hr10 - 49
Ability to deliver
39.5/40.020/20 Reviews10/10 Clients & Experience9.5/10 Market PresenceService focus
10% AI Consulting90% Other -
$5,000+Undisclosed250 - 999Raleigh, NC
Ability to deliver
35.5/40.016.6/20 Reviews8.9/10 Clients & Experience10/10 Market PresenceService focus
25% AI Consulting75% Other -
$50,000+$100 - $149 / hr50 - 249Bournemouth, England
Ability to deliver
37.2/40.017.4/20 Reviews10/10 Clients & Experience9.8/10 Market PresenceService focus
25% AI Consulting75% Other
Latest AI Consulting Articles
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Top AI Consulting Agencies
AI consulting companies help organizations evaluate, design, and implement artificial-intelligence solutions. They audit existing data infrastructure, identify high-impact use cases (e.g., demand forecasting, predictive maintenance), and develop roadmaps that align technology with business objectives. Many also manage model development, deployment, and change-management initiatives to ensure successful adoption.
AI consulting providers offer a variety of services. Here are some examples:
- Strategy workshops & AI readiness assessments
- Data engineering and cloud architecture
- Machine learning (ML) model design, training, and tuning
- Computer vision or natural language processing (NLP) solutions
- MLOps setup and model lifecycle management
- Pilot projects, PoCs, and scalability planning
- Training sessions for technical and non-technical stakeholders
Budgets vary widely. According to Clutch pricing data, smaller discovery engagements start around $15,000, while end-to-end AI transformations can exceed $250,000. Hourly rates typically fall between $125–$300, influenced by the team’s seniority, geographic location, and specialization (e.g., deep-learning research vs. standard predictive analytics).
Follow these steps when hiring the right AI consulting provider for your company:
- Clarify business goals and success metrics first.
- Shortlist agencies with proven domain experience (look for industry-specific case studies).
- Evaluate their technical stack—do they work with the cloud, ML frameworks, and governance tools your team prefers?
- Review Clutch feedback for transparency, communication, and post-launch support.
- Request a detailed proposal that includes milestones, deliverables, and ownership of IP.
When hiring an AI consulting company, watch out for the following red flags:
- Guaranteed ROI or unrealistic accuracy claims
- Vague data-privacy or model-governance practices
- No accessible code repositories or documentation
- Limited explanations of model interpretability or bias mitigation
- Overreliance on generic, out-of-the-box models without customization
To learn more about the AI consulting provider that you are hiring, ask these key questions:
- Which similar projects have you completed, and what measurable results did they deliver?
- How will you secure our data and comply with relevant regulations?
- What is your approach to model explainability and bias testing?
- Who owns the final models and codebase?
- How do you handle maintenance, updates, and retraining after launch?
- What team members (data scientists, ML engineers, PMs) will be assigned to our project, and what are their roles?
Freelancers can be cost-effective for limited tasks like data cleaning or model tuning. Agencies, however, provide multidisciplinary teams including strategists, engineers, and change management experts who can handle end-to-end AI initiatives and scale with your needs.
Most firms track KPIs tied to your objectives, such as reduced operational costs, increased revenue from personalization, or improved forecasting accuracy. They may also calculate time-to-value (TTV) and model performance metrics like precision, recall, or F1-score to demonstrate ongoing impact.
Get personalized agency matches based on your project goals.