Best ML Development Services

Markovate

San Francisco AI agent and generative AI firm led by a former AT&T/IBM AI executive.

Founded 2015 | San Francisco, California, United States | 50–100 employees | Last updated: July 2026
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What is Markovate?

Markovate was founded in 2015 and is led by CEO Rajeev Sharma, an AI veteran with 18+ years of experience who previously led AI initiatives at AT&T and IBM. Headquartered with a San Francisco address (some sources cite Toronto as an operating base), the company has grown to roughly 51 employees, including 50+ engineers described as 'certified AI engineers' (per company website), delivering custom AI agents, chatbot development, and cloud services for healthcare, retail, fintech, SaaS, and travel clients. Its small team size makes it a boutique play best suited to scoped generative AI or agent projects rather than large-scale programs.

Markovate was founded in 2015 and is headquartered in San Francisco, California, United States. The firm employs 50–100 people and works primarily with clients in Healthcare, Retail & E-commerce, FinTech, Travel & Hospitality sectors. Its primary differentiator is: CEO brings direct enterprise AI leadership experience (AT&T, IBM) rather than a purely technical or agency background..

Markovate tech stack and services

LangChainOpenAI APIPythonAWSGoogle Cloud
Service area Details
Company wants an AI agent or chatbot built by a team led by a former enterprise AI executive. Available for Healthcare, Retail & E-commerce, FinTech, Travel & Hospitality clients
Healthcare or fintech startup needs a scoped generative AI project from a small, focused vendor. Available for Healthcare, Retail & E-commerce, FinTech, Travel & Hospitality clients
Travel or retail company needs a custom AI agent integrated into an existing product. Available for Healthcare, Retail & E-commerce, FinTech, Travel & Hospitality clients

Markovate use cases

Short answer: Markovate is best suited for companies wanting AI agent or chatbot development led by an executive with enterprise AI leadership background (AT&T, IBM)..

Use case Industries Approach
Company wants an AI agent or chatbot built by a team led by a former enterprise AI executive. Healthcare, Retail & E-commerce LangChain, OpenAI API
Healthcare or fintech startup needs a scoped generative AI project from a small, focused vendor. Healthcare, Retail & E-commerce LangChain, OpenAI API
Travel or retail company needs a custom AI agent integrated into an existing product. Healthcare, Retail & E-commerce LangChain, OpenAI API

Markovate pricing

Short answer: Markovate uses a project-based, dedicated team pricing approach. Minimum engagement starts at Not published.

Engagement model Typical range Best for
Project-based Variable; depends on team size Large programmes or team augmentation
Dedicated team Variable; depends on team size Large programmes or team augmentation
Markovate does not publish a public rate card. Contact them directly via their website to get project-specific pricing.

Markovate pros and cons

Advantages Things to consider
+CEO's 18+ years leading AI initiatives at AT&T and IBM brings genuine enterprise AI leadership experience to client engagements. -At roughly 51 employees, capacity for multiple concurrent large engagements is limited.
+Focused service scope (AI agents, chatbots, generative AI) rather than a broad, diluted general-consulting offering. -HQ location is inconsistently reported (San Francisco vs. Toronto across sources) — confirm the contracting entity directly.
+Serves a wide industry spread (healthcare to travel) despite small team size, suggesting adaptable delivery patterns. -"50+ certified AI engineers" claim on a 51-person total headcount is a company claim worth verifying during vendor due diligence.

Markovate vs alternatives

How Markovate compares to the other top Machine Learning Development companies.

Company Best for Key difference Rating Compare
Neurons Lab Enterprises that need a senior AI advisory team... Founder-led AI strategy-to-production consultancy with no junior-heavy delivery layer. 4.9 Full comparison
Provectus Mid-market and enterprise companies that need production-grade MLOps,... AI-first systems integrator built around running production ML/AI infrastructure long-term. 4.8 Full comparison
Tensorway Fintech, healthcare, and retail companies that want a... AI boutique backed by 20+ years of software delivery experience via parent company Anadea. 4.6 Full comparison
InData Labs FinTech, healthcare, and SaaS companies that want a... Ten-plus years as a pure-play AI/data-science firm with no general software-development sideline. 4.5 Full comparison
DataRoot Labs Startups and lean teams that want direct access... Runs its own free ML/data-engineering school (DataRoot University, 6,000+ graduates) as a self-built talent pipeline. 4.5 Full comparison
XenonStack Companies building agentic AI or real-time data platforms... Multi-cloud certified (AWS, Azure, GCP) platform-engineering specialist for real-time and agentic AI. 4.4 Full comparison
Grid Dynamics Fortune 1000 enterprises that need public-company financial transparency... Nasdaq-listed enterprise AI engineering firm with public financial reporting and Fortune 1000 client base. 4.4 Full comparison
MobiDev US and EU companies that want an ML... Clutch's #1-ranked Machine Learning development company (2021), with a dedicated AI practice since 2018. 4.3 Full comparison
Addepto Companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they... AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology. 4.3 Full comparison
LeewayHertz Enterprises that want AI consulting backed by a... AI consultancy now operating as a Hackett Group company, combining startup-era agility with public-company backing. 4.2 Full comparison
Softermii Product teams building AI agents or generative AI... 4.9/5 Clutch rating (34 reviews) with a specific focus on AI agents and real-time communication platforms. 4.2 Full comparison
Sigma Software Group Automotive, aviation, and AdTech companies that need a... Deep, decade-plus domain expertise in AdTech, automotive, and aviation combined with enterprise-scale delivery capacity. 4.2 Full comparison
Master of Code Global Enterprise brands that need chat or voice AI... 20-year specialization in enterprise chat and voice AI, with named enterprise clients like T-Mobile and Burberry. 4.1 Full comparison
SoluLab Companies that want AI development from a vendor... Combines AI-native development with blockchain/Web3 expertise under one delivery team. 4.1 Full comparison
Zfort Group Companies wanting a long-established (24+ year) software firm's... One of the longest-operating firms in this list (founded 2000) with a 5-star Clutch rating and broad ML sub-specialty coverage. 4.0 Full comparison
Yalantis Compliance-sensitive industries (IoT, healthcare, embedded systems) that need... Compliance-first positioning combined with multi-cloud ML delivery (AWS, Azure, GCP) under one roof. 4.0 Full comparison
Space-O Technologies Companies that need machine learning embedded into a... 15 years of mobile/software product delivery experience (since 2010) with ML added as a production-application capability. 4.0 Full comparison
EPAM Systems Large enterprises with $100K+ AI budgets that need... Public-company (NYSE: EPAM) scale and compliance rigor, with 30+ years of engineering history predating the AI wave. 4.0 Full comparison
SoftServe Enterprises that want an established, dual-HQ (US/Ukraine) engineering... 31 years of engineering history (since 1993) with dual US and Ukraine headquarters and 12,000+ employees. 4.0 Full comparison
DataArt Regulated-industry enterprises (finance, healthcare) that need AI delivery... Artisyn, a proprietary AI-enabled operating model embedding governance and AI agents across the delivery lifecycle. 3.9 Full comparison
Cleveroad Healthcare, logistics, and fintech companies wanting an Estonia-based... Named to the 2025 Clutch 1000, placing it in the global top 30 highest-rated B2B service providers on the platform. 3.9 Full comparison
Existek Mid-market companies wanting a Clutch-recognized offshore development firm... 4.9 Clutch rating with dual Ukraine/Romania Clutch top-developer recognition and a $25,000+ accessible entry point. 3.9 Full comparison
Konstant Infosolutions Companies needing AI/ML features added to a mobile... 175+ Clutch reviews — one of the highest review volumes in this list — from a 23-year mobile/web development track record. 3.9 Full comparison
Debut Infotech Companies wanting ML development from a firm that... Blockchain-native since 2015, combining that engineering discipline with newer machine learning and AI automation services. 3.9 Full comparison
ValueCoders Budget-conscious companies wanting a 20-year Indian IT outsourcer... 5.0 Clutch rating combined with a specific AutoML development service line, uncommon among generalist outsourcing firms. 3.8 Full comparison
OpenXcell Companies wanting AI strategy and custom LLM development... 500–1,000 person scale combined with a specific custom-LLM development offering, not just general AI consulting. 3.8 Full comparison
Simform Companies wanting AI/ML engineering bundled with broader cloud,... Ranked #2 worldwide among Clutch's Top B2B Service Providers of 2023 — one of the strongest third-party rankings in this list. 3.8 Full comparison
ScienceSoft Enterprises wanting AI/MLOps delivery from a 35-year-old IT... 35+ years of continuous operating history (since 1989), among the longest-established vendors in this list. 3.8 Full comparison
Belitsoft Companies that need AI models integrated into an... 20+ years of dedicated SaaS product development experience, applied specifically to AI model integration for B2B SaaS. 3.8 Full comparison
N-iX Enterprises wanting ML development bundled with broader cloud,... Seven consecutive years of Clutch top global IT services company recognition, combined with dedicated ML and MLOps consulting content. 3.8 Full comparison
ELEKS Enterprises wanting AI/ML delivery from one of the... 33+ years of operating history (since 1991) with 1,000+ delivered data-driven projects and Global Outsourcing 100 recognition. 3.7 Full comparison
Intellias Automotive, mobility, and IoT companies wanting ML development... Strong automotive/mobility and IoT sector heritage, giving it differentiated depth in embedded and connected-device ML use cases. 3.7 Full comparison
Andersen Enterprises wanting AI consulting bundled with a very... 3,600+ in-house experts across 20 office locations, giving it exceptional breadth across programming languages and delivery models. 3.7 Full comparison
Innowise Companies wanting a dedicated 300-person AI/data hub backed... A specifically named 300+ person Data and AI hub within a much larger 3,500+ engineer group, giving both focus and scale. 3.7 Full comparison
Accenture The largest global enterprises needing AI transformation consulting... Everest Group's highest-rated Leader in both Data & Analytics and AI/Generative AI PEAK Matrix Assessments (2024), at unmatched global scale. 3.7 Full comparison

Markovate FAQ

What is Markovate?

Markovate was founded in 2015 and is led by CEO Rajeev Sharma, an AI veteran with 18+ years of experience who previously led AI initiatives at AT&T and IBM. Headquartered with a San Francisco address (some sources cite Toronto as an operating base), the company has grown to roughly 51 employees, including 50+ engineers described as 'certified AI engineers' (per company website), delivering custom AI agents, chatbot development, and cloud services for healthcare, retail, fintech, SaaS, and travel clients. Its small team size makes it a boutique play best suited to scoped generative AI or agent projects rather than large-scale programs.

How much does Markovate charge?

Markovate uses project-based, dedicated team pricing. Minimum engagement starts at Not published. A discovery call is required to get project-specific quotes.

What tech stack does Markovate use?

Markovate works with LangChain, OpenAI API, Python, AWS, Google Cloud. Primary industries served include Healthcare, Retail & E-commerce, FinTech, Travel & Hospitality.

Is Markovate right for enterprise?

Companies wanting AI agent or chatbot development led by an executive with enterprise AI leadership background (AT&T, IBM).. 50–100 team size. Key consideration: At roughly 51 employees, capacity for multiple concurrent large engagements is limited..

What are the best Markovate alternatives?

The best alternatives to Markovate depend on your use case. Top options are:

  • Neurons Lab: founder-led ai strategy-to-production consultancy with no junior-heavy delivery layer.
  • Provectus: ai-first systems integrator built around running production ml/ai infrastructure long-term.
  • Tensorway: ai boutique backed by 20+ years of software delivery experience via parent company anadea.
See full alternatives list

Compare Markovate with other Machine Learning Development companies

Last reviewed: July 2026. Verify all details directly with Markovate before making a decision.