Best Generative AI Consulting Firms: Companies Solving the 90% Pilot Failure Problem

When ChatGPT launched in November 2022, foundational models and generative AI triggered an enterprise gold rush. Companies across every sector scrambled to integrate AI into their operations, driven by board-level pressure and fear of competitive disadvantage. Budgets materialized overnight, and pilot programs launched at unprecedented speed. Fast forward to today, and the results tell a different story: over 90% of generative AI pilots are failing to reach production.

The issue isn’t the technology itself—it’s the execution gap. Most organizations bypassed critical groundwork. They pursued capabilities without validating use cases, deployed solutions without assessing workflow compatibility, and invested heavily without clear integration strategies.

This is where consulting becomes essential. The right generative AI consulting partner can help organizations identify where the technology genuinely solves business problems, assess operational readiness, validate use cases against measurable ROI, and architect custom solutions that integrate seamlessly with existing systems.

If you’re also seeking a reliable generative AI strategy consulting firm, you’re at the right place. Read on to explore some of the top agencies helping modern enterprises drive tangible ROI from their generative AI initiatives.

Top Generative AI Consulting Companies [Updated Annually]

1. SunTec.ai

SunTec.ai is a distinguished generative AI consulting company, known for its data-first AI development methodology. Evolving from a specialized data services provider into one of the top consulting firms, they bring over 25 years of experience in human-in-the-loop AI and data engineering.

What sets them apart is their understanding that successful enterprise AI requires solid infrastructure and precisely engineered datasets—a reality many companies discover too late. This understanding and AI data expertise make them ideal for IT and SaaS enterprises seeking production-ready implementations.

With 1,500+ delivered projects and a 95% client retention rate, SunTec.ai has bridged execution gaps through thorough data preparation and phased AI deployment, ensuring generative AI strategy consulting translates into sustainable business outcomes.

• Founded in: 1999
• Company Size: 850+ SMEs
• Location/Availability: India, USA, UK, Europe, and several other countries
• Hourly Rate: $25 – $49 / hr (Source: Clutch)
• Industry Specialization: Healthcare, Finance, Education, Real Estate, Sales & Marketing, Automotive, AgriTech, HRTech, Travel, Legal, Food & Beverage, etc.
• Solution Expertise: AI Strategies, Generative AI, AI/ML Development, AI Agent Development, Data Engineering & AI, AI Copilots, Annotation Datasets.
• Clients: Traveloka, Expedia, NTT, CrowdWorks, Basis Technology
• Certifications & Partnerships: CMMI Level 3, ISO 27001, ISO 9001

2. TechnoScore

TechnoScore ranks among the top generative AI consulting companies, known for delivering AI-first solutions across organizations of all sizes—from startups to Fortune 500 enterprises. Their expertise spans cloud infrastructure, DevOps, AI/MLops, and intelligent automation, positioning them as a reliable service provider in the AI space.

With 1,500+ clients globally and 6,000+ completed projects, this generative AI company maintains a 98% retention rate. TechnoScore’s AI development team follows a structured five-phase framework—Discover, Define, Design, Develop, and Deliver—ensuring businesses can quickly move from strategy to scalable production-ready generative AI systems.

TechnoScore’s AI sprint-based approach and outcome-based pricing models make it an affordable choice for those looking to implement generative AI sustainably without stretching their budgets. With them, you can also hire AI developers to augment your existing in-house teams.

• Founded in: 1999
• Company Size: 200+ IT professionals
• Location/Availability: USA, UK, India, and 45+ other countries.
• Hourly Rate: < $25 / hr (Clutch)
• Industry Specialization: Finance & Banking, Healthcare & Lifesciences, Marketing, Real Estate & PropTech, Travel & Hospitality, Automotive, Logistics & Supply Chain, Aviation, AgriTech, Legal, Fashion & Apparel.
• Solution Expertise: AI Agents, Generative AI chatbots, GPT Integration, SaaS Solutions, Computer Vision (CV) & OCR Systems, Semantic Search Systems, etc.
• Clients: Pearson, Nielsen, Jaquar, LeasePlan, Michelin, Dalmia Cement, University of Salford, Bose
• Certifications & Partnerships: ISO 27001, ISO 9001, CMMI Level 3, Microsoft Silver Partner, Google Partner, AWS Partner Network.

3. Markovate

Markovate has earned its place among the best generative AI development and consulting companies by helping organizations ensure AI delivers value where they need it most. Focusing on deep, customized workflow integration, they have designed their services to cover every aspect of the generative AI development process, from data preparation to deployment and integration.

What distinguishes this generative AI consulting agency is its strategic framework that balances technical excellence with business strategy and regulatory compliance. With 200+ completed projects and 65+ AI implementations across diverse industries, Markovate has built a proven track record as a generative AI solution provider.

Their rapid delivery model sets them apart from traditional generative AI consulting companies: a guaranteed proof of concept within 4–6 weeks. This helps businesses to validate their AI visions quickly and move to implementation with confidence.

• Founded in: 2015
• Company Size: 50+
• Location/Availability: USA and 3 other locations (not specified)
• Hourly Rate: $50 – $99 / hr (Clutch)
• Industry Specialization: Manufacturing, Healthcare, Insurance, Construction, Marketing, and Real Estate.
• Solution Expertise: AI Voice Agents, AI Assistants, Generative AI Chatbots
• Clients: GraphIQ, Madison Capital Group, Synervos, NVMS, LegalAlly, DeVoice
• Certifications & Partnerships: AWS Partner, Microsoft Solutions Partner, Google Cloud Partner, Cloudflare Partner

4. SunTec India

SunTec India is a global generative AI consulting company, expanding its AI services amid recognition that AI has shifted from experimental to essential. They are known for designing and digitally engineering multi-platform solutions grounded in responsible and explainable AI integration.

The generative AI consulting agency has a pool of the top 1% of AI talent—data scientists, DevOps engineers, and solution architects—who handle the entire AI product development lifecycle. There are no vendor lock-ins, customizable NDAs & NCAs, transparent processes, and flexible engagement models, so businesses can achieve a definitive AI implementation ROI without worrying about budget. Besides genAI solutions, the company also specializes in developing AI Agents, tailored to custom workflows. You can also hire their AI Agent developers to build agentic systems tailored to your workflows.

With 8,530+ clients across 50+ countries and 24/6 global support, SunTec India continues to be a leader in providing generative AI strategy consulting and helping modern businesses future-proof their operations.

• Founded in: 1999
• Company Size: 1500+ FTEs
• Location/Availability: USA, India, UK, Middle East, Europe, and in 40+ other countries
• Hourly Rate: < $25 / hr (Clutch)
• Industry Specialization: Finance & Banking, Healthcare & Lifesciences, Real Estate, Travel & Hospitality, Automotive, Retail & eCommerce, Logistics & Supply Chain, Aviation, AgriTech, Fashion & Apparel.
• Solution Expertise: RPA bots, AI Agents, OCR & Computer Vision Systems, Virtual Assistants, Chatbots, Recommendation Engines, Digital Transformations.
• Clients: Pepsico, Pearson, Honda, DKSH, Dentsu, Jaquar, Britannica, Dalmia, UNICEF, Bajaj Finserv
• Certifications & Partnerships: ISO 27001, ISO 9001, CMMI Level 3, Microsoft Silver Partner, Google Partner, AWS Partner Network.

5. Reckonsys

Reckonsys is another reputable generative AI consulting company founded by digital experts who believed one thing: outdated technology shouldn’t hold businesses hostage. That conviction transformed a five-person team into one of the leading companies today.

With generative AI strategy consulting, Reckonsys helps organizations break free from legacy systems through AI-powered solutions. Their core strength lies in speed—building generative AI MVPs in 4–6 weeks, enabling businesses to validate concepts and demonstrate value before committing to full-scale transformation.

This rapid-deployment methodology positions them among the best enterprise generative AI consulting firms for enterprises that can’t afford prolonged pilots. Their evolution within just 9 years of operations proves their approach works: aggressive timelines, modern architecture, and tangible results that justify why modern organizations should invest in generative AI strategy consulting.

• Founded in: 2015
• Company Size: 50 – 249
• Location/Availability: USA and India
• Hourly Rate: $25 – $49 / hr (Clutch)
• Industry Specialization: Financial Services, Sales & Marketing, Healthcare, Information Technology, Education, and eCommerce.
• Solution Expertise: SaaS Platforms, AI-based Automation, Marketplaces, etc.
• Clients: WonderFi, VNDLY, Movie Pal, Rupeek, Solutions 30, RapidQube.
• Certifications & Partnerships: Info Unavailable

6. Binariks

Binariks is one of those generative AI consulting agencies that don’t just implement AI; they transform how businesses operate through secure, strategic digital transformations. Recognized among the top 1,000 global companies, this generative AI consulting agency has built its reputation as a trusted tech partner for enterprises navigating complex modernization.

They combine technical advisory with hands-on development, positioning themselves as both strategists and builders. What distinguishes them is their security-first philosophy: every AI solution follows a DevSecOps approach, ensuring data protection is embedded from inception rather than bolted on afterward.

Their customer-centric delivery model has earned them an 80% net promoter score. For organizations where security and stakeholder trust are non-negotiable, Binariks is the ideal generative AI solution provider.

• Founded in: 2014
• Company Size: 200+ professionals
• Location/Availability: USA, Estonia, Poland, and Ukraine
• Hourly Rate: $50 – $99 / hr
• Industry Specialization: Medical, Energy & Natural Resources, Logistics & Supply Chain, Insurance, Financial Services, and Information Technology.
• Solution Expertise: Remote Patient Monitoring Software, DTx solutions, Payment Software Solutions, etc.
• Clients: Gigasheet, EGNYTE, Snagajob, AmpliFi, MedMatch, Hue, Mann + Hummel
• Certifications & Partnerships: Member of GCP, AWS, and Microsoft Partnership Networks, ISO 9001:2015, and ISO 27001:2013.

7.Dextra Labs

Dextra Labs is a prominent generative AI consulting service provider, known for its bold promise: 10x transformation through generative AI—not incremental improvement, but exponential value. The company has built its reputation around this multiplier effect by focusing on delivering no-code excellence.

Their approach removes technical barriers, enabling clients to deploy and adapt generative AI solutions without heavy development dependencies—a critical advantage for organizations with limited technical resources. Dextra Labs also offers two proprietary digital products: FieldXpress (field operations) and RA.1 (sales/market ops).

By focusing on specific operational domains with pre-built solutions, Dextra Labs positions itself among generative AI consulting agencies that accelerate time-to-value for go-to-market and field teams.

• Founded in: 2022
• Company Size: 10 – 49
• Location/Availability: Info Unavailable
• Hourly Rate: $25 – $49 / hr
• Industry Specialization: Info Unavailable
• Solution Expertise: AI Copilots, Document AI, Digital Verification Solutions, SaaS Platforms.
• Clients: Info Unavailable
• Certifications & Partnerships: AWS and Microsoft Partner

8. Umenit

Umenit specializes in what many enterprise generative AI consulting firms overlook: building AI Agents that function as integrated members of your workforce, not just tools. They are committed to precision in design and excellence in software, which reflects their generative AI consulting philosophy rooted in innovation and deep technical expertise.

Their expertise as a generative AI solution provider centers on designing conversational agents that execute specific business functions—from customer service to data processing—while working alongside human teams. Umenit believes in strategic partnerships to grow its AI ecosystem and capabilities; it recently joined CapFiX Commodity AI, a well-known platform that connects AI talent and innovators.

• Founded in: 2016
• Company Size: 50 – 249
• Location/Availability: Denmark, Dubai, India, and Australia.
• Hourly Rate: < $25 / hr
• Industry Specialization: Education, Government, Hospitality, Information Technology, Legal, and Manufacturing.
• Solution Expertise: AI Agents, Conversational AI Solutions.
• Clients: Edimitry, Reeneu, LinkHealthStaff, PremiumParking, CarexConnect
• Certifications & Partnerships: Info Unavailable

9. Innovify

Innovify is a London-based generative AI development and consulting company serving 100+ businesses worldwide—from startups to corporates. With 50+ delivery leads, they combine strategic design with hands-on development.

Their approach is based on strategic technology choices and agile, venture-driven execution. This methodology has positioned them among the best generative AI consulting firms for organizations that need both AI strategy and implementation under one roof.

With evolving AI tech, Innovify is known for adapting to different organizational needs—whether it’s rapid startup deployment or enterprise-scale transformation with governance requirements.

• Founded in: 2011
• Company Size: 350+ software engineers and 150+ AI specialists
• Location/Availability: UK and USA
• Hourly Rate: $50 – $99 / hr
• Industry Specialization: Financial Services, eCommerce, Marketing, Hospitality, Insurance, and Business Services.
• Solution Expertise: Enterprise Mobility, Digital Healthcare, Industrial IoT, B2B eCommerce.
• Clients: BBC, British Council, Vonage, Landbay, Zilch
• Certifications & Partnerships: Info Unavailable

10. Tech Exactly

TechExactly grew from a two-person team to a generative AI consulting company with 100%+ year-over-year growth—driven entirely by customer results. Their scaling trajectory mirrors what they deliver for clients.

This generative AI development and consulting company serves organizations from startups to multinationals, specializing in mobile-first AI solutions. TechExactly focuses on immersive digital experiences that integrate generative AI into user-facing applications.

Their journey positions them among generative AI service companies that understand growth firsthand. For businesses seeking both technical execution and business accountability, TechExactly offers a results-focused partnership.

• Founded in: 2014
• Company Size: 50 – 249
• Location/Availability: USA, Australia, and India
• Hourly Rate: < $25 / hr
• Industry Specialization: Financial Services, Education, Medical
• Solution Expertise: GIS Systems, AI Mobile Apps, Web Apps, Onboarding Solutions
• Clients: CMC, Neev, Saburi PlyWood, Inapa, SSA Group
• Certifications & Partnerships: Google Partner

Comparative Summary Table: Examining The Best Generative AI Consulting Agencies

Our Recommendations

Hot Picks: The Best Generative AI Consulting Companies for Industry-Focused Business Solutions

While the generative AI consulting companies listed above have been selected for their proven expertise, client satisfaction, and successful project delivery, each firm brings distinct strengths to different business contexts.

Some excel at rapid MVP development for startups, while others specialize in enterprise-scale transformations. Understanding which generative AI consulting firm aligns with your industry, organizational maturity, and specific use cases is critical to avoiding the 90% pilot failure rate that’s plaguing all industries.

Why Generative AI Consulting is Essential?

As you know, the success rates from generative AI initiatives are sobering, as many are still not realizing ROI from pilots, leading many to fail before production. As the issue lies in execution, not the technology, generative AI consulting becomes essential to take projects from basic proof-of-concepts to production-ready solutions that deliver measurable ROI.

At TechnoScore, we have witnessed firsthand how the proper foundation determines AI success. As a trusted generative AI development and consulting company, our solutions are engineered with robust infrastructure from day one—ensuring that what works in testing works at scale.

Have a generative AI vision in your mind? Share your requirements at info@technoscore.com and see how we turn them into an operational reality.

Frequently Asked Questions

How to choose one from the top generative AI consulting companies?

Evaluate firms based on their industry expertise, proven track record with similar use cases, and approach to data infrastructure. Look for companies like SunTec.ai and TechnoScore that demonstrate high client retention rates (95%+ recurrence), transparent methodologies, and experience bridging the gap between pilot and production.

If speed is a crucial factor, hire enterprise generative AI consulting firms offering rapid proof-of-concept timelines (4-6 weeks).

What is the cost of generative AI consulting services?

The cost of generative AI consulting services varies depending on the scope and depth of the engagement. Initial assessments and strategy workshops typically range from $10,000 to $50,000 and cover use case identification, readiness evaluation, and implementation roadmapping.

Which are the leading generative AI consulting firms for enterprises?

For enterprise-scale implementations, SunTec.ai, TechnoScore, and SunTec India lead with proven Fortune 500 experience. SunTec.ai’s 25+ years of AI data expertise and 95% client recurrence rate demonstrate sustained enterprise relationships. TechnoScore’s 6,000+ projects and outcome-based pricing provide scalability, while SunTec India’s CMMI Level 3 certification and 8,530+ global clients make it reliable for regulated industries requiring strict compliance frameworks.

Which are the top generative AI consulting companies in India?

India-based leaders include TechnoScore with 6,000+ completed projects and 98% retention, and SunTec India serving 8,530+ clients globally with 24/6 support. These firms combine cost-effective delivery with world-class AI talent, making them competitive choices for organizations seeking quality generative AI consulting at scale.

Which are the best generative AI consulting companies in the USA?

For US-based or US-focused operations, firms like TechnoScore and Markovate offer a strong presence and expertise. TechnoScore’s AI-first approach serves startups to Fortune 500 enterprises with outcome-based models, while Markovate’s rapid 4-6 week PoC delivery and compliance-focused framework makes them effective for US regulatory environments.

Which are the best generative AI consulting companies in the UK?

Innovify leads the UK market as a London-based firm serving 100+ businesses with 50+ delivery leads. For organizations seeking additional options, TechnoScore and SunTec India offer strong international support, backed by UK client experience. SunTec India’s 50+ country presence includes established UK operations, while TechnoScore’s global delivery model ensures seamless collaboration across time zones with UK-based teams.