Best Machine Learning Development Companies in Europe

Plain Concepts vs Siili Solutions: full comparison for 2026

Last updated: July 2026

Quick verdict

Plain Concepts (3.9/5) edges ahead of Siili Solutions (3.7/5) overall. Plain Concepts is the better choice for enterprises standardized on Microsoft Azure wanting a certified Microsoft AI Partner for ML delivery. Siili Solutions is the stronger option for nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner. The right choice depends on your project size, budget, and required tech stack.

Plain Concepts vs Siili Solutions: head-to-head summary

Criterion Plain Concepts Siili Solutions
Founded 2006 2005
HQ Madrid, Spain Helsinki, Finland
Team size 201–500 501–1000
Rating 3.9 / 5 3.7 / 5
Best for Enterprises standardized on Microsoft Azure wanting a certified Microsoft AI Partner for ML delivery Nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner
Pricing model Dedicated team, fixed project, retainer Dedicated team, retainer, fixed project
Min. engagement $35K $30K
Primary tech stack Python, Azure ML, Azure OpenAI Service Python, Java, AWS
Industries served Enterprise, Retail, Healthcare, Financial Services Enterprise, Telecommunications, Financial Services, Retail

Plain Concepts vs Siili Solutions: overview

Plain Concepts

Plain Concepts, founded in 2006 and headquartered in Madrid, Spain, is a 450-plus person technology consultancy with offices across the USA, UK, Spain, Germany, the Netherlands, and Romania. As a Microsoft Gold Partner, Microsoft AI Partner, and 2016 Microsoft Partner of the Year, Plain Concepts brings deep Azure-native AI and machine learning delivery experience alongside mixed reality and IoT engineering.

Siili Solutions

Siili Solutions Oyj, founded in 2005 and headquartered in Helsinki, Finland, is a publicly listed IT consultancy on Nasdaq Helsinki (ticker SIILI) with 500 to over 1,000 employees across 19 locations. Siili offers software development, digital transformation, and machine learning services, and expanded its AI and digital product capabilities in part through its 2020 acquisition of Budapest-based Supercharge, disclosed here as an ownership change affecting Siili's broader group structure.

Services and capabilities: Plain Concepts vs Siili Solutions

Capability Plain Concepts Siili Solutions
ML model development
Computer vision
NLP
Generative AI / LLM integration
MLOps
AI strategy consulting
Staff augmentation

Tech stack comparison: Plain Concepts vs Siili Solutions

Framework / platform Plain Concepts Siili Solutions
Python
TensorFlow N/A N/A
PyTorch N/A N/A
AWS N/A
Azure
Kubernetes N/A

Pricing comparison: Plain Concepts vs Siili Solutions

Criterion Plain Concepts Siili Solutions
Minimum engagement $35K $30K
Engagement models Dedicated team, Fixed project, Retainer Dedicated team, Retainer, Fixed project
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Plain Concepts vs Siili Solutions

Dimension Plain Concepts Siili Solutions
Best company size Startup to mid-market Startup to mid-market
Best industries Enterprise, Retail, Healthcare Enterprise, Telecommunications, Financial Services
Best use cases Azure-native ML model deployment for an enterprise client, Mixed reality plus AI product development Enterprise digital transformation with an ML component, Nordic-region software development and data engineering
Typical project type Dedicated team Dedicated team

Plain Concepts vs Siili Solutions: pros and cons

Plain Concepts
+ Two decades of operating history since founding in 2006, with Microsoft Gold and AI Partner status
+ Multi-country office footprint across Spain, the UK, Germany, the Netherlands, Romania, and the US for broad coverage
+ Deep Azure-native ML and AI delivery credentials, useful for Microsoft-standardized enterprises
+ Recognized with Microsoft Partner of the Year award in 2016
- Azure-centric specialization may be less ideal for clients standardized on AWS or GCP
- Broader technology consultancy scope, including mixed reality and IoT, means ML is one of several core practices
- Larger enterprise-oriented engagement sizes, less accessible for very small startup budgets
Siili Solutions
+ Publicly listed on Nasdaq Helsinki, providing financial transparency and stability signals
+ Two decades of operating history since founding in 2005, with a large, established Nordic footprint
+ 19 office locations support broad European coverage and delivery flexibility
+ Expanded AI and digital product capability via its 2020 acquisition of Supercharge in Budapest
- AI and ML is one practice within a much broader generalist IT consultancy portfolio
- 2020 acquisition of Supercharge represents a group ownership change worth understanding before engaging that subsidiary specifically
- Larger public-company structure may mean less flexibility than privately held boutiques

Who should choose Plain Concepts?

Plain Concepts is the right choice for enterprises standardized on Microsoft Azure wanting a certified Microsoft AI Partner for ML delivery.

Deep Azure-native AI and ML delivery credentials as a Microsoft Gold and AI Partner, plus mixed reality expertise. Minimum engagement starts at $35K. Works best with clients in Enterprise, Retail, Healthcare, Financial Services.

Who should choose Siili Solutions?

Siili Solutions is the right choice for nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner.

Publicly traded on Nasdaq Helsinki, offering financial transparency uncommon among privately held ML firms. Minimum engagement starts at $30K. Works best with clients in Enterprise, Telecommunications, Financial Services, Retail.

Decision matrix: Plain Concepts vs Siili Solutions

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Plain Concepts
You need a large dedicated team for an ongoing programme Plain Concepts
Your budget is at the lower end Siili Solutions
You need specialist depth in a specific vertical Plain Concepts
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Plain Concepts

Use case fit: Plain Concepts vs Siili Solutions

Use case Plain Concepts fit Siili Solutions fit Winner
Azure-native ML model deployment for an enterprise client Strong Limited Plain Concepts
Mixed reality plus AI product development Strong Limited Plain Concepts
Enterprise digital transformation with an ML component Strong Strong Both equally
Nordic-region software development and data engineering Limited Strong Siili Solutions
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Plain Concepts vs Siili Solutions

Plain Concepts (3.9/5) is the stronger overall choice for most Machine Learning Development projects. Deep Azure-native AI and ML delivery credentials as a Microsoft Gold and AI Partner, plus mixed reality expertise. It is best for enterprises standardized on Microsoft Azure wanting a certified Microsoft AI Partner for ML delivery.

Siili Solutions (3.7/5) is the better choice when nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner. If your situation matches those criteria, Siili Solutions is a competitive option.

Related comparisons

Plain Concepts vs Siili Solutions FAQ

Is Plain Concepts better than Siili Solutions?

Plain Concepts (3.9/5) scores higher overall, but "better" depends on your use case. Plain Concepts is better for enterprises standardized on Microsoft Azure wanting a certified Microsoft AI Partner for ML delivery. Siili Solutions is better for nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner.

How do Plain Concepts and Siili Solutions differ in pricing?

Plain Concepts uses dedicated team, fixed project, retainer pricing with a minimum engagement of $35K. Siili Solutions uses dedicated team, retainer, fixed project pricing with a minimum engagement of $30K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Plain Concepts or Siili Solutions?

Siili Solutions 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 Plain Concepts and Siili Solutions?

Plain Concepts's primary differentiator is: deep azure-native ai and ml delivery credentials as a microsoft gold and ai partner, plus mixed reality expertise. Siili Solutions's primary differentiator is: publicly traded on nasdaq helsinki, offering financial transparency uncommon among privately held ml firms. They also differ in team size (201–500 vs 501–1000), minimum engagement ($35K vs $30K), and primary industries served (Enterprise, Retail vs Enterprise, Telecommunications).

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