Best ML Development Services

Cleveroad vs Andersen: full comparison for 2026

Last updated: July 2026

Quick verdict

Cleveroad (3.9/5) edges ahead of Andersen (3.7/5) overall. Cleveroad is the better choice for healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice.. 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.

Cleveroad vs Andersen: head-to-head summary

Criterion Cleveroad Andersen
Founded 2011 2007
HQ Tallinn, Estonia Warsaw, Poland
Team size 51–200 3,600+
Rating 3.9 / 5 3.7 / 5
Best for Healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice. Enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.).
Pricing model Project-based, dedicated team Time & materials, dedicated team
Min. engagement Not published Not published
Primary tech stack TensorFlow, OpenCV, Python Python, .NET, Java
Industries served Healthcare, Logistics & Supply Chain, FinTech, Retail & E-commerce FinTech, Healthcare, Retail & E-commerce, Manufacturing

Cleveroad vs Andersen: overview

Cleveroad

Cleveroad was founded in 2011 and is headquartered in Tallinn, Estonia, with an R&D center there and additional delivery staff across five countries. The company has built more than a decade of experience in healthcare, logistics, fintech, and retail, delivering web and mobile applications alongside AI/ML solutions and dedicated development teams. Cleveroad was named to the 2025 Clutch 1000 — placing it among the top 30 highest-rated B2B service providers globally on the platform — though reported employee counts vary between roughly 50 and 200.

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: Cleveroad vs Andersen

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

Tech stack comparison: Cleveroad vs Andersen

Framework / platform Cleveroad Andersen
TensorFlow N/A
PyTorch N/A 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: Cleveroad vs Andersen

Criterion Cleveroad Andersen
Minimum engagement Not published Not published
Engagement models Project-based, Dedicated team, Fixed project Dedicated team, Time & materials, Staff augmentation
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Cleveroad vs Andersen

Dimension Cleveroad Andersen
Best company size Startup to mid-market Startup to mid-market
Best industries Healthcare, Logistics & Supply Chain, FinTech FinTech, Healthcare, Retail & E-commerce
Best use cases Healthcare or logistics company wants an AI feature built by a Clutch 1000-recognized full-stack development firm., Fintech startup needs both application development and ML modeling from a single Estonia-based vendor. 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

Cleveroad vs Andersen: pros and cons

Cleveroad
+ 2025 Clutch 1000 placement (top 30 highest-rated global B2B providers) is a strong, independently verified distinction.
+ 13+ years of operating history (since 2011) with consistent focus on healthcare, logistics, and fintech verticals.
+ AI-assisted development services line reflects the firm keeping pace with modern AI-augmented delivery practices, not just AI as a client-facing product line.
- Employee-count sources conflict meaningfully (50 vs. 51–200), so confirm current AI-specific team size before contracting.
- AI/ML is one of several service lines (alongside general web/mobile development) rather than the firm's primary identity.
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 Cleveroad?

Cleveroad is the right choice for healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice..

Named to the 2025 Clutch 1000, placing it in the global top 30 highest-rated B2B service providers on the platform.. Minimum engagement starts at Not published. Works best with clients in Healthcare, Logistics & Supply Chain, FinTech, Retail & E-commerce.

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: Cleveroad vs Andersen

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

Use case fit: Cleveroad vs Andersen

Use case Cleveroad fit Andersen fit Winner
Healthcare or logistics company wants an AI feature built by a Clutch 1000-recognized full-stack development firm. Strong Limited Cleveroad
Fintech startup needs both application development and ML modeling from a single Estonia-based vendor. Strong Limited Cleveroad
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 Limited Limited Both equally

Verdict: Cleveroad vs Andersen

Cleveroad (3.9/5) is the stronger overall choice for most Machine Learning Development projects. Named to the 2025 Clutch 1000, placing it in the global top 30 highest-rated B2B service providers on the platform.. It is best for healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice..

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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Cleveroad vs Andersen FAQ

Is Cleveroad better than Andersen?

Cleveroad (3.9/5) scores higher overall, but "better" depends on your use case. Cleveroad is better for healthcare, logistics, and fintech companies wanting an Estonia-based full-stack development firm with an AI practice.. Andersen is better for enterprises wanting AI consulting bundled with a very broad general software-engineering practice (.NET, Java, mobile, etc.)..

How do Cleveroad and Andersen differ in pricing?

Cleveroad uses project-based, dedicated team pricing with a minimum engagement of Not published. 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: Cleveroad or Andersen?

Cleveroad 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 Cleveroad and Andersen?

Cleveroad's primary differentiator is: named to the 2025 clutch 1000, placing it in the global top 30 highest-rated b2b service providers on the platform.. 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 (51–200 vs 3,600+), minimum engagement (Not published vs Not published), and primary industries served (Healthcare, Logistics & Supply Chain vs FinTech, Healthcare).

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