Best Machine Learning Development Agencies

Best Tensorway alternatives in 2026

Tensorway is ai development studio built on two decades of anadea's software engineering background.. Teams looking for alternatives typically seek different pricing structures, technical specialisations, or coverage approaches. one of the few ai consultancies worldwide holding aws's advanced machine learning consulting competence..

The 31 alternatives below are all top-rated Machine Learning Development agencies with verified delivery records. Updated July 2026.

How Tensorway alternatives compare

Company Best for Key difference from Tensorway Pricing model Rating
Neurons Lab Enterprises in financial services or other regulated sectors... One of the few AI consultancies worldwide holding AWS's Advanced Machine Learning Consulting Competence. Fixed-scope engagements and dedicated team retainers
4.8 / 5
Provectus Mid-market and enterprise buyers who want AI/ML delivery... Combines AI/ML delivery with cloud and big-data engineering as a single integrated systems-integrator practice. Fixed project and dedicated team engagements
4.5 / 5
InData Labs Fintech, healthcare, and SaaS companies wanting a specialist... Dedicated in-house R&D center focused specifically on data science and AI rather than broad software outsourcing. Fixed project and Time & Material
4.5 / 5
Quantiphi Enterprises, especially in financial services, needing AI delivery... AI-native firm that reached enterprise scale (2,600+ employees) without pivoting from generalist IT outsourcing. Fixed project and managed AI services
4.4 / 5
Fractal Analytics Large enterprises wanting a publicly-listed, financially transparent AI/analytics... First Indian AI company to complete an IPO (NSE/BSE, February 2026), adding public financial transparency. Fixed project and managed analytics engagements
4.4 / 5
AI Superior Small and mid-size companies in the EU that... PhD-founder-led team with an explicit research-and-development service line alongside standard client delivery. Fixed project and consulting retainer
4.3 / 5
Neoteric Small and mid-size companies wanting an accessible, specialized... 20 years of operating history condensed into a compact, generative-AI-focused team rather than a broad IT services portfolio. Fixed project and Time & Material
4.3 / 5
Data Monsters Companies needing GPU-heavy deep learning work where an... Elite NVIDIA partnership status supporting GPU-optimized deep learning delivery (per company website; independently unverifiable tier). Time & Material and fixed-scope R&D engagements
4.2 / 5
ITRex Group Mid-market companies combining AI/ML work with IoT or... Explicit focus on applied AI paired with intelligent-edge and IoT development, not just cloud-based ML. Fixed project, Time & Material, staff augmentation
4.2 / 5
Tredence Retail, CPG, and industrials companies wanting industry-contextualized data... Deep vertical focus applying AI specifically within retail, CPG, and industrials contexts rather than horizontal AI consulting. Fixed project and managed analytics services
4.2 / 5
Sigmoid Large enterprises needing a data-engineering-first partner that also... Data-engineering-first delivery model, with ML/AI built directly on pipelines the firm also builds and manages. Managed services and fixed project
4.2 / 5
MobiDev Retail, hospitality, and health/fitness companies wanting a mid-size... 65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals. Fixed project and dedicated team
4.2 / 5
Ideas2IT Healthcare, BFSI, and manufacturing enterprises wanting AI capability... Employee-ownership model paired with vertical focus in Healthcare, BFSI, and Manufacturing. Fixed project and dedicated team
4.1 / 5
Grid Dynamics Enterprises needing SEC-level financial transparency and public-company compliance... Nasdaq-listed public company (GDYN) with SEC-filed financials, offering procurement transparency few competitors match. Fixed project and managed engineering services
4.1 / 5
Exadel Enterprises wanting model design through MLOps and production... Explicit end-to-end scope 'from model design to MLOps and integration' as one of five named core service lines. Fixed project and managed services
4.1 / 5
Master of Code Global Companies specifically building conversational AI, chatbot, or generative-AI-driven... Specialization narrowly focused on conversational AI and chatbots, with 1,000+ projects delivered over 21 years. Fixed project and dedicated team
4.1 / 5
Addepto Companies wanting boutique AI/BI consulting from a team... Boutique AI/BI consultancy that gained additional scale and resources through its December 2025 acquisition by KMS Technology. Fixed project and consulting retainer
4.1 / 5
SoftServe Enterprises wanting a large, established engineering partner with... 32 years of continuous operation spanning both a US public-market presence and deep Ukrainian engineering roots. Fixed project, dedicated team, staff augmentation
4.0 / 5
N-iX Mid-to-large enterprises, including Fortune 500 clients, wanting a... 23 years of operating history originating from a Novell technology acquisition, now serving Fortune 500 clients from a Malta-based HQ. Fixed project, dedicated team, staff augmentation
4.0 / 5
Andersen Mid-to-large enterprises wanting AI/ML and data science delivered... Named AI-powered robotic integration line alongside standard AI/ML and data science services. Fixed project, dedicated team, staff augmentation
4.0 / 5
Sigma Software Group Companies wanting ML delivered by an outsourcing firm... Consecutive annual placement on IAOP's World's Top 100 Outsourcing list every year since 2015. Fixed project, dedicated team, staff augmentation
4.0 / 5
Intellectsoft Enterprises wanting AI-powered application development from a firm... Named enterprise client roster (EY, Harley-Davidson, London Stock Exchange, Qualcomm, Jaguar) rare among mid-size firms on this list. Fixed project and dedicated team
4.0 / 5
LatentView Analytics Companies wanting analytics and BI delivery with ML... Publicly listed (NSE/BSE since 2021) analytics firm with two decades of operating history. Fixed project and managed analytics services
3.9 / 5
DataArt Enterprises across finance, media, healthcare, and retail wanting... 28 years of operating history across 30+ global delivery locations, with a newer (2024) dedicated AI strategy consulting service line. Fixed project, dedicated team, staff augmentation
3.9 / 5
Innowise Group Companies wanting AI/ML delivered as part of a... Full-cycle software development scope (web, mobile, cloud, QA, security) with AI/ML as one of several integrated specialties. Fixed project, dedicated team, staff augmentation
3.9 / 5
ScienceSoft Companies wanting AI/ML delivered by a long-established generalist... 36 years of continuous IT consulting history, one of the longest track records among firms on this list. Fixed project and Time & Material
3.9 / 5
Belitsoft Small-to-mid companies wanting AI/ML added to a broader... 21 years as a custom software development firm now expanding deliberately into generative AI and predictive analytics. Fixed project and Time & Material
3.9 / 5
Softweb Solutions Companies needing AI/ML specifically paired with IoT sensor... Backed by Avnet, a global electronics distributor, giving unusual hardware/IoT supply-chain proximity for AI-on-device projects. Fixed project and managed services
3.9 / 5
Indium Software Companies that already use Indium for QA/testing and... Long-standing QA and testing heritage now paired with proprietary AI accelerators like teX.ai. Fixed project, staff augmentation, and managed services
3.8 / 5
Persistent Systems Very large enterprises that want AI/ML delivered by... Enterprise-wide scale (24,000+ employees) supporting AI/ML as part of a full IT services portfolio, not a standalone specialty. Managed services and fixed project
3.8 / 5
EPAM Systems The largest global enterprises needing AI delivery embedded... Largest headcount on this list (62,000+) with NYSE-listed financial transparency and a proprietary LLM orchestration platform (EPAM DIAL). Managed services and fixed project
3.8 / 5

Top Tensorway alternatives in 2026

1. Neurons Lab

Boutique AI engineering partner with one of the world's few AWS Advanced ML Consulting Competencies.

4.8

Neurons Lab is a London-based AI engineering consultancy co-founded in 2019 by Igor Sydorenko and Alex Honchar. The firm is one of roughly 18 companies globally to hold AWS's Advanced Machine Learning Consulting Competence, and concentrates on production-grade AI systems for financial services and other regulated industries. It stays deliberately small and specialist rather than pursuing broad IT-services scale.

How it differs from Tensorway: One of the few AI consultancies worldwide holding AWS's Advanced Machine Learning Consulting Competence.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Neurons Lab is better for enterprises in financial services or other regulated sectors that need a small, senior team to take an ML/AI system from proof of concept to production..

Founded 2019 HQ London, United Kingdom
Team 51–200 Rating 4.8 / 5
Min. engagement $30K Pricing Fixed-scope engagements and dedicated team retainers

2. Provectus

AI-first systems integrator founded in 2010, headquartered in Palo Alto.

4.5

Provectus is an AI and cloud engineering consultancy founded in 2010 by Stepan Pushkarev, headquartered in Palo Alto with 500–1,000 employees across roughly nine locations. The company positions itself as a mid-market AI-first systems integrator, combining big-data engineering, cloud engineering, and applied ML/AI practices, and holds partner status with major cloud providers (per company website; independently unverifiable exact partnership tier).

How it differs from Tensorway: Combines AI/ML delivery with cloud and big-data engineering as a single integrated systems-integrator practice.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Provectus is better for mid-market and enterprise buyers who want AI/ML delivery bundled with cloud and big-data engineering from one integrator..

Founded 2010 HQ Palo Alto, California, USA
Team 501–1,000 Rating 4.5 / 5
Min. engagement $50K Pricing Fixed project and dedicated team engagements

3. InData Labs

Cyprus-headquartered data science boutique founded by a gaming-industry data analytics veteran.

4.5

InData Labs is a data science and AI consultancy founded in 2014 by Marat Karpeko, headquartered in Nicosia, Cyprus, with additional offices in Lithuania and the US. The 80+ person firm (per company website) runs its own R&D center and focuses on production AI systems for fintech, healthcare, SaaS, retail, and logistics clients.

How it differs from Tensorway: Dedicated in-house R&D center focused specifically on data science and AI rather than broad software outsourcing.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., InData Labs is better for fintech, healthcare, and SaaS companies wanting a specialist data-science boutique rather than a generalist software vendor..

Founded 2014 HQ Nicosia, Cyprus
Team 51–200 Rating 4.5 / 5
Min. engagement $20K Pricing Fixed project and Time & Material

4. Quantiphi

AI-first digital engineering company at enterprise scale, founded in 2013.

4.4

Quantiphi is an AI-first digital engineering company founded in 2013 by Vivek Khemani, Asif Hasan, Ritesh Patel, and Reghu Hariharan, headquartered in Marlborough, Massachusetts. Reported headcount is roughly 2,670–3,927 employees depending on source, making it one of the larger, more established AI-native firms on this list, with strong focus on financial services and cloud-native ML platform engineering.

How it differs from Tensorway: AI-native firm that reached enterprise scale (2,600+ employees) without pivoting from generalist IT outsourcing.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Quantiphi is better for enterprises, especially in financial services, needing AI delivery at scale with strong cloud-native ML platform engineering..

Founded 2013 HQ Marlborough, Massachusetts, USA
Team 1,001–5,000 Rating 4.4 / 5
Min. engagement Not published Pricing Fixed project and managed AI services

5. Fractal Analytics

India-founded AI and analytics company that completed an NSE/BSE IPO in February 2026.

4.4

Fractal Analytics is a multinational AI and data analytics company founded in 2000 in Mumbai by Srikanth Velamakanni, Pranay Agrawal, Nirmal Palaparthi, Pradeep Suryanarayan, and Ramakrishna Reddy, with dual headquarters in Mumbai and New York. The company completed an initial public offering on India's National Stock Exchange and Bombay Stock Exchange in February 2026, becoming the first Indian AI company to go public, and reports roughly 5,000–6,900 employees across 18 global locations.

How it differs from Tensorway: First Indian AI company to complete an IPO (NSE/BSE, February 2026), adding public financial transparency.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Fractal Analytics is better for large enterprises wanting a publicly-listed, financially transparent AI/analytics partner with two-decade track record..

Founded 2000 HQ Mumbai, India / New York, USA
Team 5,001–10,000 Rating 4.4 / 5
Min. engagement Not published Pricing Fixed project and managed analytics engagements

6. AI Superior

Darmstadt-based AI consultancy founded by two PhDs, the smallest specialist team on this list.

4.3

AI Superior is a German AI and machine learning consultancy founded in 2019 by Dr. Ivan Tankoyeu and Dr. Sergey Sukhanov, headquartered in Darmstadt with 11–50 employees. The company covers generative AI, NLP, computer vision, predictive analytics, and explainable AI for finance, healthcare, and technology clients, and is one of the smallest, most accessible teams among the specialist boutiques covered here.

How it differs from Tensorway: PhD-founder-led team with an explicit research-and-development service line alongside standard client delivery.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., AI Superior is better for small and mid-size companies in the EU that want research-grade ML expertise without enterprise-scale minimums or pricing..

Founded 2019 HQ Darmstadt, Germany
Team 11–50 Rating 4.3 / 5
Min. engagement $15K Pricing Fixed project and consulting retainer

7. Neoteric

Gdańsk-based AI and generative-AI software boutique founded in 2005, one of the smaller teams on this list.

4.3

Neoteric is a software development company founded in 2005, headquartered in Gdańsk, Poland, with offices also in Warsaw. The company has delivered more than 300 projects across five continents (per company website) and specializes specifically in AI and generative AI solutions for clients in energy, wellness, HR, and education, with a compact team reported between roughly 50 and 100 employees depending on source.

How it differs from Tensorway: 20 years of operating history condensed into a compact, generative-AI-focused team rather than a broad IT services portfolio.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Neoteric is better for small and mid-size companies wanting an accessible, specialized generative-AI partner without enterprise-scale overhead..

Founded 2005 HQ Gdańsk, Poland
Team 51–200 Rating 4.3 / 5
Min. engagement $15K Pricing Fixed project and Time & Material

8. Data Monsters

Palo Alto AI R&D lab with an Elite NVIDIA partnership; public founding-year records conflict.

4.2

Data Monsters is a Palo Alto-based AI research and consulting lab describing itself as having roughly 15 years in AI and Elite NVIDIA partner status (per company website; independently unverifiable exact partnership tier). Public business-data sources disagree on its founding year — LinkedIn lists 2009, while other databases list 2013 — and on headcount, ranging from roughly 40 to 51–200 depending on source; buyers should verify current scale directly before contracting.

How it differs from Tensorway: Elite NVIDIA partnership status supporting GPU-optimized deep learning delivery (per company website; independently unverifiable tier).. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Data Monsters is better for companies needing GPU-heavy deep learning work where an NVIDIA-partnered lab's hardware/software optimization experience matters..

Founded 2013 HQ Palo Alto, California, USA
Team 51–200 Rating 4.2 / 5
Min. engagement Not published Pricing Time & Material and fixed-scope R&D engagements

9. ITRex Group

Applied AI and intelligent-edge development firm founded in Santa Monica in 2009.

4.2

ITRex Group is a technology consulting and software development company founded in 2009 by Yury Korvel and Vitali Likhadzed, headquartered in Santa Monica, California, with delivery operations in Poland, Georgia, and Bulgaria. Reported headcount varies by source, from roughly 201–500 employees to a stated 250+ specialists; the firm covers AI consulting and development, data analytics, IoT, and cloud migration.

How it differs from Tensorway: Explicit focus on applied AI paired with intelligent-edge and IoT development, not just cloud-based ML.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., ITRex Group is better for mid-market companies combining AI/ML work with IoT or edge-device deployment..

Founded 2009 HQ Santa Monica, California, USA
Team 201–500 Rating 4.2 / 5
Min. engagement $25K Pricing Fixed project, Time & Material, staff augmentation

10. Tredence

San Jose-based data science and AI consultancy founded in 2013, serving CPG, retail, and industrials.

4.2

Tredence is a privately held data analytics and AI company founded in 2013 by Shub Bhowmick, Sumit Mehra, and Shashank Dubey, headquartered in San Jose with delivery centers across North America, Europe, and Asia. Reported headcount is roughly 3,500–4,300 employees, and the firm focuses on applying data science and AI within specific industry contexts including retail, CPG, industrials, and travel.

How it differs from Tensorway: Deep vertical focus applying AI specifically within retail, CPG, and industrials contexts rather than horizontal AI consulting.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Tredence is better for retail, CPG, and industrials companies wanting industry-contextualized data science and AI delivery at scale..

Founded 2013 HQ San Jose, California, USA
Team 1,001–5,000 Rating 4.2 / 5
Min. engagement Not published Pricing Fixed project and managed analytics services

11. Sigmoid

Data engineering and AI consultancy founded in 2013, serving 25+ Fortune 500 clients.

4.2

Sigmoid is a data engineering and AI consulting firm founded in 2013 by Rahul Singh, Lokesh Anand, and Mayur Rustagi. Sources differ on its primary headquarters, with some citing Bengaluru, India and others New York; reported headcount ranges from roughly 600 to 760 employees. The firm markets itself around round-the-clock data engineering and AI services for more than 25 Fortune 500 clients.

How it differs from Tensorway: Data-engineering-first delivery model, with ML/AI built directly on pipelines the firm also builds and manages.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Sigmoid is better for large enterprises needing a data-engineering-first partner that also builds the ML models sitting on top of that data..

Founded 2013 HQ Bengaluru, India / New York, USA
Team 501–1,000 Rating 4.2 / 5
Min. engagement Not published Pricing Managed services and fixed project

12. MobiDev

Atlanta-headquartered software development company that built a dedicated AI/ML practice starting in 2018.

4.2

MobiDev is a custom software development company founded in 2009, headquartered in Atlanta, Georgia, with R&D centers in Lodz, Poland and Chernivtsi, Ukraine, and roughly 290–400 engineers. CEO Oleg Lola initiated a dedicated AI/ML practice in 2018, and the company has since delivered more than 65 AI/ML products, concentrated in retail, hospitality, fitness, sports, and health/wellness.

How it differs from Tensorway: 65+ delivered AI/ML products concentrated in retail, hospitality, fitness, and health/wellness verticals.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., MobiDev is better for retail, hospitality, and health/fitness companies wanting a mid-size firm with a proven, product-specific AI/ML delivery track record..

Founded 2009 HQ Atlanta, Georgia, USA
Team 201–500 Rating 4.2 / 5
Min. engagement $20K Pricing Fixed project and dedicated team

13. Ideas2IT

Employee-owned product engineering firm pairing AI-powered software engineering with domain focus in healthcare and BFSI.

4.1

Ideas2IT is a product engineering company founded in 2008, headquartered in Dallas/Plano, Texas, with delivery operations in Chennai, India, and reported headcount in the 500–1,000 range. In 2025 the company announced a move toward broad employee ownership (per company website; independently unverifiable exact percentage structure), and it markets itself around AI-powered software engineering for healthcare, BFSI, and manufacturing clients rather than pure-play ML consulting.

How it differs from Tensorway: Employee-ownership model paired with vertical focus in Healthcare, BFSI, and Manufacturing.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Ideas2IT is better for healthcare, BFSI, and manufacturing enterprises wanting AI capability embedded inside a broader product-engineering program..

Founded 2008 HQ Dallas, Texas, USA
Team 501–1,000 Rating 4.1 / 5
Min. engagement $50K Pricing Fixed project and dedicated team

14. Grid Dynamics

Nasdaq-listed AI-first digital engineering firm founded in Silicon Valley in 2006.

4.1

Grid Dynamics Holdings (Nasdaq: GDYN) is an AI-first digital engineering and technology consulting company founded in Silicon Valley in 2006, headquartered in San Ramon, California, with roughly 4,960 employees. As a publicly traded company, it discloses financials via SEC filings, giving buyers an unusual degree of transparency for enterprise procurement and compliance review.

How it differs from Tensorway: Nasdaq-listed public company (GDYN) with SEC-filed financials, offering procurement transparency few competitors match.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Grid Dynamics is better for enterprises needing SEC-level financial transparency and public-company compliance alongside AI/ML delivery at scale..

Founded 2006 HQ San Ramon, California, USA
Team 1,001–5,000 Rating 4.1 / 5
Min. engagement Not published Pricing Fixed project and managed engineering services

15. Exadel

Silicon Valley-founded digital engineering consultancy operating for over 25 years, with a named AI and data management practice.

4.1

Exadel is a global software consulting and development company founded in Silicon Valley in 1998, headquartered in Walnut Creek, California, with roughly 2,000+ engineers across more than 30 delivery centers in 17 countries. The firm names AI and data management, including generative AI and MLOps, as one of five core service areas alongside strategy consulting, digital experience, and managed services.

How it differs from Tensorway: Explicit end-to-end scope 'from model design to MLOps and integration' as one of five named core service lines.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Exadel is better for enterprises wanting model design through MLOps and production deployment from a firm with 25+ years of engineering history..

Founded 1998 HQ Walnut Creek, California, USA
Team 1,001–5,000 Rating 4.1 / 5
Min. engagement Not published Pricing Fixed project and managed services

16. Master of Code Global

Redwood City-headquartered conversational AI and chatbot specialist, operating for over two decades.

4.1

Master of Code Global was founded in 2004 and is headquartered in Redwood City, California, with roughly 200–500 'Masters' across five global offices. The company specializes specifically in conversational AI, chatbots, generative AI, and AI consulting, positioning itself as an AI and technology consultancy that moves at 'startup speed' despite two decades of operating history.

How it differs from Tensorway: Specialization narrowly focused on conversational AI and chatbots, with 1,000+ projects delivered over 21 years.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Master of Code Global is better for companies specifically building conversational AI, chatbot, or generative-AI-driven customer interaction products..

Founded 2004 HQ Redwood City, California, USA
Team 201–500 Rating 4.1 / 5
Min. engagement $25K Pricing Fixed project and dedicated team

17. Addepto

Warsaw-founded AI and BI consultancy now part of KMS Technology following a December 2025 acquisition.

4.1

Addepto is an AI and data consulting company founded in Warsaw, Poland in 2018 by Edwin Lisowski and Artur Haponik (one source lists 2017), specializing in machine learning, artificial intelligence, and business intelligence solutions. Reported headcount is roughly 55–58 employees across Europe, North America, and Asia. In December 2025, Addepto was acquired by KMS Technology; prospective clients should confirm how the acquisition affects team continuity, existing contracts, and service delivery going forward.

How it differs from Tensorway: Boutique AI/BI consultancy that gained additional scale and resources through its December 2025 acquisition by KMS Technology.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Addepto is better for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..

Founded 2018 HQ Warsaw, Poland
Team 51–200 Rating 4.1 / 5
Min. engagement $20K Pricing Fixed project and consulting retainer

18. SoftServe

Ukraine-founded digital engineering firm with dual US/Ukraine headquarters and a long-standing AI/ML practice.

4.0

SoftServe is a digital engineering and consulting company founded in 1993 in Lviv, Ukraine, with US headquarters in Austin, Texas and European headquarters remaining in Lviv. Reported headcount ranges from roughly 10,000 to 12,000 employees across 58 offices in 14 countries, with AI/ML, data and analytics, and cloud among its core practice areas.

How it differs from Tensorway: 32 years of continuous operation spanning both a US public-market presence and deep Ukrainian engineering roots.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., SoftServe is better for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work..

Founded 1993 HQ Austin, Texas, USA / Lviv, Ukraine
Team 10,000+ Rating 4.0 / 5
Min. engagement Not published Pricing Fixed project, dedicated team, staff augmentation

19. N-iX

Software engineering firm with roots in Lviv, Ukraine, now headquartered in Malta, with a dedicated ML/AI practice.

4.0

N-iX began in 2002 as Novellix, building Linux-platform applications out of Lviv, Ukraine, before Novell acquired the underlying technology and the founding team continued independently as N-iX. The company is now headquartered in Valletta, Malta, with roughly 2,400 engineers across Europe, the Americas, and APAC, and offers dedicated machine learning and AI development services alongside cloud, data, and embedded software.

How it differs from Tensorway: 23 years of operating history originating from a Novell technology acquisition, now serving Fortune 500 clients from a Malta-based HQ.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., N-iX is better for mid-to-large enterprises, including Fortune 500 clients, wanting a European-headquartered engineering partner with a dedicated ML/AI service line..

Founded 2002 HQ Valletta, Malta
Team 1,001–5,000 Rating 4.0 / 5
Min. engagement Not published Pricing Fixed project, dedicated team, staff augmentation

20. Andersen

Poland-headquartered software development company founded in 2007, with a dedicated AI, ML, and data science practice.

4.0

Andersen (also known as Andersen Lab) is a software development company founded in 2007, headquartered in Warsaw, Poland, with development centers across Germany, the US, UK, and several other countries. Reported headcount is roughly 3,500–3,700 specialists, and the firm's services span AI, machine learning, data science, big data, and an AI-powered robotic integration line alongside broader custom software development.

How it differs from Tensorway: Named AI-powered robotic integration line alongside standard AI/ML and data science services.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Andersen is better for mid-to-large enterprises wanting AI/ML and data science delivered alongside broad custom software development from a single European vendor..

Founded 2007 HQ Warsaw, Poland
Team 1,001–5,000 Rating 4.0 / 5
Min. engagement Not published Pricing Fixed project, dedicated team, staff augmentation

21. Sigma Software Group

Stockholm-headquartered software group founded in Kharkiv in 2002, recognized on IAOP's Top 100 Outsourcing list since 2015.

4.0

Sigma Software Group was founded in 2002 by five colleagues from Kharkiv, Ukraine — four developers and a lawyer — and is now headquartered in Stockholm, Sweden, with roughly 1,600–2,100 professionals across 40 offices in 19 countries. The firm has appeared on IAOP's World's Top 100 Outsourcing list every year since 2015, and its machine learning work sits alongside cybersecurity, AR/VR, and IoT practices.

How it differs from Tensorway: Consecutive annual placement on IAOP's World's Top 100 Outsourcing list every year since 2015.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Sigma Software Group is better for companies wanting ML delivered by an outsourcing firm with an independently verified, decade-plus industry ranking track record..

Founded 2002 HQ Stockholm, Sweden
Team 1,001–5,000 Rating 4.0 / 5
Min. engagement Not published Pricing Fixed project, dedicated team, staff augmentation

22. Intellectsoft

New York-headquartered custom software and AI engineering firm founded in 2007, with named enterprise clients.

4.0

Intellectsoft is a custom software development and AI engineering company founded in 2007, headquartered in New York with additional offices including Palo Alto and Miami. Reported team size varies notably by source, from roughly 150 engineers across 10 offices to 800 total employees, and the company names enterprise clients including EY, Harley-Davidson, the London Stock Exchange, Qualcomm, Jaguar, and Guinness (per company website; independently unverifiable exact scope of each engagement).

How it differs from Tensorway: Named enterprise client roster (EY, Harley-Davidson, London Stock Exchange, Qualcomm, Jaguar) rare among mid-size firms on this list.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Intellectsoft is better for enterprises wanting AI-powered application development from a firm with named, recognizable enterprise client history..

Founded 2007 HQ New York, USA
Team 201–500 Rating 4.0 / 5
Min. engagement $30K Pricing Fixed project and dedicated team

23. LatentView Analytics

Chennai-based, publicly listed analytics firm founded in 2006.

3.9

LatentView Analytics is a business analytics and digital transformation consultancy founded in 2006 by Venkat Viswanathan and Pramod Jandhyala, headquartered in Chennai, India. The company completed an IPO on the NSE and BSE in December 2021, reporting record oversubscription, and now employs roughly 1,170 people. Its work spans broader business analytics and BI in addition to custom ML model development.

How it differs from Tensorway: Publicly listed (NSE/BSE since 2021) analytics firm with two decades of operating history.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., LatentView Analytics is better for companies wanting analytics and BI delivery with ML capability layered in, rather than a pure-play ML specialist..

Founded 2006 HQ Chennai, India
Team 1,001–5,000 Rating 3.9 / 5
Min. engagement Not published Pricing Fixed project and managed analytics services

24. DataArt

New York-founded software engineering firm operating from 30+ global locations since 1997.

3.9

DataArt is a software engineering and consulting company founded in 1997 in New York by Eugene Goland, with roughly 5,400 employees across more than 30 locations spanning the US, Europe, Latin America, India, and the UAE. The firm added an Advanced AI Strategy Consulting service line in 2024, delivering data, analytics, and AI/ML work alongside its long-standing core software engineering practice.

How it differs from Tensorway: 28 years of operating history across 30+ global delivery locations, with a newer (2024) dedicated AI strategy consulting service line.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., DataArt is better for enterprises across finance, media, healthcare, and retail wanting AI/ML from a long-established, globally distributed software engineering partner..

Founded 1997 HQ New York, USA
Team 5,001–10,000 Rating 3.9 / 5
Min. engagement Not published Pricing Fixed project, dedicated team, staff augmentation

25. Innowise Group

Warsaw-headquartered full-cycle software development company founded in 2007, with AI/ML among its core specialties.

3.9

Innowise Group is a global full-cycle software development and IT consulting company established in 2007, headquartered in Warsaw, Poland. The firm has grown to roughly 3,000–3,500 employees and offers AI/ML services alongside web and mobile development, cloud, QA, DevOps, cybersecurity, and IT staff augmentation, with recent office expansions into the UK, UAE, and Germany.

How it differs from Tensorway: Full-cycle software development scope (web, mobile, cloud, QA, security) with AI/ML as one of several integrated specialties.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Innowise Group is better for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..

Founded 2007 HQ Warsaw, Poland
Team 1,001–5,000 Rating 3.9 / 5
Min. engagement Not published Pricing Fixed project, dedicated team, staff augmentation

26. ScienceSoft

McKinney, Texas-headquartered IT consultancy with 36 years of history, offering AI/ML as one of many services.

3.9

ScienceSoft is an IT consulting and software development company founded in 1989, headquartered in McKinney, Texas, with additional offices in Europe, the UAE, and Vietnam. The firm reports more than 750 IT professionals and over 3,600 delivered projects across its 36-year history, with AI/ML positioned as one core service area among IT strategy consulting, cloud, cybersecurity, and quality assurance.

How it differs from Tensorway: 36 years of continuous IT consulting history, one of the longest track records among firms on this list.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., ScienceSoft is better for companies wanting AI/ML delivered by a long-established generalist IT consultancy already handling other IT needs..

Founded 1989 HQ McKinney, Texas, USA
Team 501–1,000 Rating 3.9 / 5
Min. engagement Not published Pricing Fixed project and Time & Material

27. Belitsoft

Warsaw-headquartered software development company founded in 2004, with AI development as an expanding practice.

3.9

Belitsoft is a software development company founded in 2004, headquartered in Warsaw, Poland, with development centers in Gomel and Brest, Belarus. Reported headcount ranges from roughly 250 to 400+ developers, testers, project managers, and DevOps specialists, and the firm has expanded its cloud and AI development proficiency to include generative AI, predictive analytics, and forecasting models alongside its core custom software development practice.

How it differs from Tensorway: 21 years as a custom software development firm now expanding deliberately into generative AI and predictive analytics.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Belitsoft is better for small-to-mid companies wanting AI/ML added to a broader custom software development engagement at accessible pricing..

Founded 2004 HQ Warsaw, Poland
Team 201–500 Rating 3.9 / 5
Min. engagement $15K Pricing Fixed project and Time & Material

28. Softweb Solutions

Avnet-owned AI and IoT solutions company headquartered in Plano, Texas.

3.9

Softweb Solutions is an AI and IoT-focused digital transformation company founded in 2006 (some sources cite 2004), headquartered in Plano, Texas, with additional offices in Chicago, Dallas, and Ahmedabad, India. The company was acquired by global electronics distributor Avnet in December 2018 and now operates as 'Softweb Solutions — An Avnet Company,' building AI models for image classification, intelligent forecasting, and IoT scenario detection alongside broader data and digital transformation services.

How it differs from Tensorway: Backed by Avnet, a global electronics distributor, giving unusual hardware/IoT supply-chain proximity for AI-on-device projects.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Softweb Solutions is better for companies needing AI/ML specifically paired with IoT sensor data and device deployment, backed by Avnet's hardware supply chain..

Founded 2006 HQ Plano, Texas, USA
Team 201–500 Rating 3.9 / 5
Min. engagement Not published Pricing Fixed project and managed services

29. Indium Software

Cupertino-headquartered digital engineering firm with legacy QA roots, founded in 1999.

3.8

Indium Software is a digital engineering services company founded in 1999 by Ram Sukumar and Vijay Balaji, headquartered in Cupertino, California, with a long-standing legacy in quality engineering that has since expanded into Generative AI, data engineering, and ML/AI. Reported headcount varies widely by source, from roughly 2,700 to 5,300 employees, and the company markets proprietary accelerators such as teX.ai for text analytics.

How it differs from Tensorway: Long-standing QA and testing heritage now paired with proprietary AI accelerators like teX.ai.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Indium Software is better for companies that already use Indium for QA/testing and want to add AI/ML or data engineering from the same vendor..

Founded 1999 HQ Cupertino, California, USA
Team 1,001–5,000 Rating 3.8 / 5
Min. engagement Not published Pricing Fixed project, staff augmentation, and managed services

30. Persistent Systems

Pune-headquartered, publicly listed IT services giant with an AI/ML practice inside a much larger portfolio.

3.8

Persistent Systems is an Indian multinational technology company founded in 1990 by Anand Deshpande, headquartered in Pune, with roughly 24,600 employees as of March 2025. Its AI/ML offerings, including the Persistent GenAI Hub, sit within a much larger portfolio spanning enterprise software, cloud, and digital engineering services rather than being the company's core specialization.

How it differs from Tensorway: Enterprise-wide scale (24,000+ employees) supporting AI/ML as part of a full IT services portfolio, not a standalone specialty.. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., Persistent Systems is better for very large enterprises that want AI/ML delivered by the same vendor already running their broader IT estate..

Founded 1990 HQ Pune, India
Team 10,000+ Rating 3.8 / 5
Min. engagement Not published Pricing Managed services and fixed project

31. EPAM Systems

NYSE-listed global engineering firm with over 60,000 employees and its own enterprise AI orchestration platform.

3.8

EPAM Systems is a global digital engineering company founded in 1993 by Arkadiy Dobkin and Leo Lozner, listed on the NYSE since 2012, with approximately 62,850 employees as of end of 2025. The company has built a proprietary AI orchestration platform, EPAM DIAL, for managing large language models in production, but AI/ML delivery represents one part of an enormous, broadly diversified enterprise engineering portfolio.

How it differs from Tensorway: Largest headcount on this list (62,000+) with NYSE-listed financial transparency and a proprietary LLM orchestration platform (EPAM DIAL).. While Tensorway excels at full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team., EPAM Systems is better for the largest global enterprises needing AI delivery embedded inside a massive, publicly traded, multi-service engineering partner..

Founded 1993 HQ Newtown, Pennsylvania, USA
Team 10,000+ Rating 3.8 / 5
Min. engagement Not published Pricing Managed services and fixed project

How to choose between Tensorway and its alternatives

Criterion Choose Tensorway if Choose an alternative if
Budget Your budget aligns with $25K minimum engagement You need a lower minimum — check the alternatives table above for the lowest-minimum option
Team size needs You need a 51–200 team with focused Machine Learning Development delivery You need a much larger team or a multi-region programme — check alternatives by team size
Specialisation Full-stack ML delivery — data science, MLOps, and LLM/agentic frameworks (LangChain, LangGraph, AutoGen) — in one team. You need a different specialisation — check the alternatives' primary differentiators above
Engagement model Time & Material, fixed-price PoC, extended/dedicated team, and MVP development models fits your project structure You need a different model (e.g. time-and-materials or dedicated team) — compare engagement models above
Industry vertical You work in Healthcare or Finance You need deep expertise in a different vertical — check each alternative's industry list

Tensorway alternatives FAQ

What is the best alternative to Tensorway?

The best alternative depends on your use case and budget. The top three alternatives by rating are:

  • Neurons Lab: one of the few ai consultancies worldwide holding aws's advanced machine learning consulting competence.
  • Provectus: combines ai/ml delivery with cloud and big-data engineering as a single integrated systems-integrator practice.
  • InData Labs: dedicated in-house r&d center focused specifically on data science and ai rather than broad software outsourcing.

How does Tensorway compare to Neurons Lab?

Tensorway focuses on full-stack ml delivery — data science, mlops, and llm/agentic frameworks (langchain, langgraph, autogen) — in one team.. Neurons Lab is differentiated by one of the few ai consultancies worldwide holding aws's advanced machine learning consulting competence.. Neurons Lab is best for enterprises in financial services or other regulated sectors that need a small, senior team to take an ML/AI system from proof of concept to production.. Tensorway is best for mid-market companies wanting a single vendor to cover custom ML model development, computer vision or NLP, and LLM/agentic AI integration under one roof..

Is there a cheaper alternative to Tensorway?

Tensorway starts at $25K. Check the alternatives table above — the lowest-minimum option is listed first when sorted by minimum engagement. Some alternatives may offer lower entry points or flexible hourly/retainer models that better suit constrained budgets.

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