Best ML Development Services

Tensorway vs Andersen: full comparison for 2026

Last updated: July 2026

Quick verdict

Tensorway (4.6/5) edges ahead of Andersen (3.7/5) overall. Tensorway is the better choice for fintech, healthcare, and retail companies that want a boutique EU-based ML vendor with an established software-delivery parent.. Andersen is the stronger option for enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.).. The right choice depends on your project size, budget, and required tech stack.

Tensorway vs Andersen: head-to-head summary

Criterion Tensorway Andersen
Founded 2019 2007
HQ Alicante, Spain Warsaw, Poland
Team size 50–249 3,600+
Rating 4.6 / 5 3.7 / 5
Best for Fintech, healthcare, and retail companies that want a boutique EU-based ML vendor with an established software-delivery parent. Enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.).
Pricing model Project-based, time & materials Time & materials, dedicated team
Min. engagement $10,000+ Not published
Primary tech stack TensorFlow, PyTorch, OpenCV Python, .NET, Java
Industries served FinTech, Healthcare, Retail & E-commerce, EdTech FinTech, Healthcare, Retail & E-commerce, Manufacturing

Tensorway vs Andersen: overview

Tensorway

Tensorway was founded in 2019 as an AI-focused unit of Anadea, a 20+ year software development company, and had its public launch in 2023. Based in Alicante, Spain with a team in the 50–249 band (per Clutch), the firm delivers machine learning, deep learning, computer vision, and NLP projects for fintech, healthcare, retail, and edtech clients, with post-deployment model retraining and 24/7 support included in its engagement model. Because Tensorway operates as a spin-out rather than a fully independent company, prospective clients should confirm current ownership and delivery-team overlap with Anadea before signing.

Andersen

Andersen was founded in 2007 by Alexandr Khomich, with Alexandr Orlov as co-founder/CTO and Alexandr Grigoryev as CEO, and is headquartered in Warsaw, Poland with additional presence in Krakow. The company employs more than 3,600 in-house developers, QA engineers, business analysts, designers, project managers, DevOps, and security specialists across 20 office locations and 16 development centers, with a technology stack spanning .NET, Java, Python, PHP, Go, mobile, and front-end frameworks alongside AI consulting, machine learning, and data engineering. Its AI/data practice sits within a much broader general software-engineering portfolio.

Services and capabilities: Tensorway vs Andersen

Capability Tensorway Andersen
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: Tensorway vs Andersen

Framework / platform Tensorway Andersen
TensorFlow N/A
PyTorch N/A
AWS
Azure N/A
Google Cloud N/A N/A
LangChain N/A N/A
Hugging Face N/A N/A
Kubernetes N/A N/A

Pricing comparison: Tensorway vs Andersen

Criterion Tensorway Andersen
Minimum engagement $10,000+ Not published
Engagement models Project-based, Time & materials Dedicated team, Time & materials, Staff augmentation
Rate transparency Minimum disclosed Not public
Price tier Accessible Mid-market

Target audience comparison: Tensorway vs Andersen

Dimension Tensorway Andersen
Best company size Startup to mid-market Startup to mid-market
Best industries FinTech, Healthcare, Retail & E-commerce FinTech, Healthcare, Retail & E-commerce
Best use cases Fintech or healthcare startup needs a computer vision or NLP model built with ongoing retraining support., Retail company wants a boutique EU vendor instead of a large outsourcing firm for a scoped ML project. Enterprise wants AI consulting bundled with broad general software engineering (.NET, Java, mobile) from one vendor., Company needs a large, multi-language development team where AI/ML is one of several needed capabilities.
Typical project type Project-based Dedicated team

Tensorway vs Andersen: pros and cons

Tensorway
+ Backed by Anadea's 20+ years of software delivery experience, reducing the operational-risk profile typical of a 2019-founded firm.
+ Post-deployment model retraining and 24/7 support are included rather than sold as a separate line item.
+ $10,000+ minimum project size is accessible for mid-sized fintech and healthcare teams, not just large enterprises.
+ Focused service scope (ML, DL, computer vision, NLP) avoids the generalist sprawl of larger IT outsourcers.
- As a unit spun out of Anadea in 2019 with a 2023 public launch, its independent track record is shorter than its 20-year parent-company narrative implies.
- 50–249 employee band (per Clutch) is wide, making it hard to confirm how many staff are dedicated specifically to ML work.
- Smaller public case-study footprint than larger regional peers like SoftServe or N-iX.
Andersen
+ 3,600+ in-house experts across 20 office locations and 16 development centers gives it substantial delivery flexibility.
+ 17 years of company history (since 2007) with a broad, multi-language technology stack beyond AI alone.
+ AI-powered robotic integration line suggests genuine applied AI work beyond pure software consulting.
- AI consulting and ML are a smaller practice within a much broader general software-engineering portfolio (.NET, Java, PHP, Go, mobile).
- Reported HQ city varies between Warsaw and Krakow across sources — confirm the primary contracting entity.
- At 3,600+ employees, clients should confirm they're assigned a genuinely AI-specialized pod, not general developers relabeled for the engagement.

Who should choose Tensorway?

Tensorway is the right choice for fintech, healthcare, and retail companies that want a boutique EU-based ML vendor with an established software-delivery parent..

AI boutique backed by 20+ years of software delivery experience via parent company Anadea.. Minimum engagement starts at $10,000+. Works best with clients in FinTech, Healthcare, Retail & E-commerce, EdTech.

Who should choose Andersen?

Andersen is the right choice for enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.)..

3,600+ in-house experts across 20 office locations, giving it exceptional breadth across programming languages and delivery models.. Minimum engagement starts at Not published. Works best with clients in FinTech, Healthcare, Retail & E-commerce, Manufacturing.

Decision matrix: Tensorway vs Andersen

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Both offer fixed-price models
You need a large dedicated team for an ongoing programme Andersen
Your budget is at the lower end Compare: Tensorway ($10,000+) vs Andersen (Not published)
You need specialist depth in a specific vertical Tensorway
You need production MLOps support after model launch Both offer MLOps support
You need consulting before committing to a build Andersen

Use case fit: Tensorway vs Andersen

Use case Tensorway fit Andersen fit Winner
Fintech or healthcare startup needs a computer vision or NLP model built with ongoing retraining support. Strong Limited Tensorway
Retail company wants a boutique EU vendor instead of a large outsourcing firm for a scoped ML project. Strong Limited Tensorway
Enterprise wants AI consulting bundled with broad general software engineering (.NET, Java, mobile) from one vendor. Limited Strong Andersen
Company needs a large, multi-language development team where AI/ML is one of several needed capabilities. Strong Strong Both equally
Fixed-scope ML build Limited Limited Both equally
Ongoing model retraining Strong Limited Tensorway

Verdict: Tensorway vs Andersen

Tensorway (4.6/5) is the stronger overall choice for most Machine Learning Development projects. AI boutique backed by 20+ years of software delivery experience via parent company Anadea.. It is best for fintech, healthcare, and retail companies that want a boutique EU-based ML vendor with an established software-delivery parent..

Andersen (3.7/5) is the better choice when enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.).. If your situation matches those criteria, Andersen is a competitive option.

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Tensorway vs Andersen FAQ

Is Tensorway better than Andersen?

Tensorway (4.6/5) scores higher overall, but "better" depends on your use case. Tensorway is better for fintech, healthcare, and retail companies that want a boutique EU-based ML vendor with an established software-delivery parent.. Andersen is better for enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.)..

How do Tensorway and Andersen differ in pricing?

Tensorway uses project-based, time & materials pricing with a minimum engagement of $10,000+. Andersen uses time & materials, dedicated team pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Tensorway or Andersen?

Tensorway is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.

What are the main differences between Tensorway and Andersen?

Tensorway's primary differentiator is: ai boutique backed by 20+ years of software delivery experience via parent company anadea.. Andersen's primary differentiator is: 3,600+ in-house experts across 20 office locations, giving it exceptional breadth across programming languages and delivery models.. They also differ in team size (50–249 vs 3,600+), minimum engagement ($10,000+ vs Not published), and primary industries served (FinTech, Healthcare vs FinTech, Healthcare).

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