Best Machine Learning Development Companies in Europe

Siili Solutions vs SDG Group: full comparison for 2026

Last updated: July 2026

Quick verdict

Siili Solutions (3.7/5) edges ahead of SDG Group (3.7/5) overall. Siili Solutions is the better choice for nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner. SDG Group is the stronger option for large enterprises wanting ML-driven analytics embedded within a broader business performance management programme. The right choice depends on your project size, budget, and required tech stack.

Siili Solutions vs SDG Group: head-to-head summary

Criterion Siili Solutions SDG Group
Founded 2005 1994
HQ Helsinki, Finland Milan, Italy
Team size 501–1000 1000+
Rating 3.7 / 5 3.7 / 5
Best for Nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner Large enterprises wanting ML-driven analytics embedded within a broader business performance management programme
Pricing model Dedicated team, retainer, fixed project Retainer, dedicated team, fixed project
Min. engagement $30K $50K
Primary tech stack Python, Java, AWS Python, Power BI, Tableau
Industries served Enterprise, Telecommunications, Financial Services, Retail Enterprise, Financial Services, Retail, Telecommunications

Siili Solutions vs SDG Group: overview

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.

SDG Group

SDG Group, founded in 1994 and headquartered in Milan, Italy, is a global management consulting firm with roughly 2,000 employees and offices spanning Milan, Barcelona, London, and beyond. SDG Group specializes in business performance management and analytical applications, with machine learning and AI delivered as part of its broader business intelligence and enterprise analytics consulting practice.

Services and capabilities: Siili Solutions vs SDG Group

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

Tech stack comparison: Siili Solutions vs SDG Group

Framework / platform Siili Solutions SDG Group
Python
TensorFlow N/A N/A
PyTorch N/A N/A
AWS
Azure
Kubernetes N/A N/A

Pricing comparison: Siili Solutions vs SDG Group

Criterion Siili Solutions SDG Group
Minimum engagement $30K $50K
Engagement models Dedicated team, Retainer, Fixed project Retainer, Dedicated team, Fixed project
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Siili Solutions vs SDG Group

Dimension Siili Solutions SDG Group
Best company size Startup to mid-market Startup to mid-market
Best industries Enterprise, Telecommunications, Financial Services Enterprise, Financial Services, Retail
Best use cases Enterprise digital transformation with an ML component, Nordic-region software development and data engineering Enterprise business performance management with an ML component, Large-scale analytical applications for finance or retail clients
Typical project type Dedicated team Retainer

Siili Solutions vs SDG Group: pros and cons

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
SDG Group
+ Three decades of operating history since founding in 1994, as a global management consulting firm
+ Enterprise-scale delivery capacity of roughly 2,000 staff across multiple European and international offices
+ Deep business performance management heritage grounds AI work in measurable business outcomes
+ Established relationships with large enterprise clients across multiple industries
- AI and ML is embedded within a much broader business intelligence and management consulting practice, not a dedicated specialization
- High minimum engagement size, inaccessible for startups or small businesses
- Management-consulting-led engagement model may add overhead versus lean engineering-only ML shops

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.

Who should choose SDG Group?

SDG Group is the right choice for large enterprises wanting ML-driven analytics embedded within a broader business performance management programme.

Three decades of management consulting heritage applied to enterprise-scale analytics and AI programmes. Minimum engagement starts at $50K. Works best with clients in Enterprise, Financial Services, Retail, Telecommunications.

Decision matrix: Siili Solutions vs SDG Group

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

Use case fit: Siili Solutions vs SDG Group

Use case Siili Solutions fit SDG Group fit Winner
Enterprise digital transformation with an ML component Strong Strong Both equally
Nordic-region software development and data engineering Strong Limited Siili Solutions
Enterprise business performance management with an ML component Strong Strong Both equally
Large-scale analytical applications for finance or retail clients Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Siili Solutions vs SDG Group

Siili Solutions (3.7/5) is the stronger overall choice for most Machine Learning Development projects. Publicly traded on Nasdaq Helsinki, offering financial transparency uncommon among privately held ML firms. It is best for nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner.

SDG Group (3.7/5) is the better choice when large enterprises wanting ML-driven analytics embedded within a broader business performance management programme. If your situation matches those criteria, SDG Group is a competitive option.

Related comparisons

Siili Solutions vs SDG Group FAQ

Is Siili Solutions better than SDG Group?

Siili Solutions (3.7/5) scores higher overall, but "better" depends on your use case. Siili Solutions is better for nordic and European enterprises wanting a publicly listed, financially transparent IT consultancy partner. SDG Group is better for large enterprises wanting ML-driven analytics embedded within a broader business performance management programme.

How do Siili Solutions and SDG Group differ in pricing?

Siili Solutions uses dedicated team, retainer, fixed project pricing with a minimum engagement of $30K. SDG Group uses retainer, dedicated team, fixed project pricing with a minimum engagement of $50K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Siili Solutions or SDG Group?

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 Siili Solutions and SDG Group?

Siili Solutions's primary differentiator is: publicly traded on nasdaq helsinki, offering financial transparency uncommon among privately held ml firms. SDG Group's primary differentiator is: three decades of management consulting heritage applied to enterprise-scale analytics and ai programmes. They also differ in team size (501–1000 vs 1000+), minimum engagement ($30K vs $50K), and primary industries served (Enterprise, Telecommunications vs Enterprise, Financial Services).

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