Best Machine Learning Development Companies in Europe

DEPT vs Software Mind: full comparison for 2026

Last updated: July 2026

Quick verdict

DEPT (4.0/5) edges ahead of Software Mind (3.8/5) overall. DEPT is the better choice for large enterprise brands needing ML-driven marketing personalization at global scale. Software Mind is the stronger option for enterprises needing ML development bundled with large-scale, multi-region software engineering capacity. The right choice depends on your project size, budget, and required tech stack.

DEPT vs Software Mind: head-to-head summary

Criterion DEPT Software Mind
Founded 2015 1999
HQ Amsterdam, Netherlands Krakow, Poland
Team size 1000+ 1000+
Rating 4.0 / 5 3.8 / 5
Best for Large enterprise brands needing ML-driven marketing personalization at global scale Enterprises needing ML development bundled with large-scale, multi-region software engineering capacity
Pricing model Retainer, dedicated team Dedicated team, staff augmentation, fixed project
Min. engagement $75K $40K
Primary tech stack Python, GCP, AWS Python, Java, .NET
Industries served Retail, Media, Enterprise, E-commerce Fintech, Telecommunications, Enterprise, Healthcare

DEPT vs Software Mind: overview

DEPT

DEPT, founded in Amsterdam in 2015, has grown into a global digital agency with over 4,000 digital specialists across more than 30 offices on five continents, backed by the Carlyle Group. DEPT's AI-enabled marketing technology platform, Ada, and its Engineering practice deliver machine learning-driven personalization, growth, and data engineering work for major brands including Google, TikTok, and eBay. As a large, private-equity-backed marketing and engineering agency, ML and AI here sits within a much broader full-service offering rather than being the firm's sole focus.

Software Mind

Software Mind, founded in 1999 in Krakow, Poland, originally as WebSoft, has grown from a boutique Polish software house into a roughly 1,200-person technology group with presence across Europe, the US, and Latin America. The company provides software development, cloud engineering, data engineering, and AI/ML consulting as part of its broader enterprise IT services offering.

Services and capabilities: DEPT vs Software Mind

Capability DEPT Software Mind
ML model development
Computer vision
NLP
Generative AI / LLM integration
MLOps
AI strategy consulting
Staff augmentation

Tech stack comparison: DEPT vs Software Mind

Framework / platform DEPT Software Mind
Python
TensorFlow N/A
PyTorch N/A N/A
AWS
Azure N/A
Kubernetes N/A

Pricing comparison: DEPT vs Software Mind

Criterion DEPT Software Mind
Minimum engagement $75K $40K
Engagement models Retainer, Dedicated team Dedicated team, Staff augmentation, Fixed project
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: DEPT vs Software Mind

Dimension DEPT Software Mind
Best company size Startup to mid-market Startup to mid-market
Best industries Retail, Media, Enterprise Fintech, Telecommunications, Enterprise
Best use cases ML-driven marketing personalization at global brand scale, Enterprise data engineering supporting a large media or retail platform Staff augmentation for a large in-house ML team, Enterprise-scale software modernization with an ML component
Typical project type Retainer Dedicated team

DEPT vs Software Mind: pros and cons

DEPT
+ Global scale of over 4,000 specialists across 30-plus offices, unmatched by any other firm on this list
+ Proprietary AI-enabled marketing technology platform, Ada, with proven enterprise brand clients
+ Carlyle Group backing provides financial stability for very large, long-term programmes
+ Named clients include Google, TikTok, KFC, and eBay, indicating enterprise-grade delivery capacity
- ML and AI sits within a much broader marketing and full-service digital agency offering, not a dedicated ML practice
- High minimum engagement size, inaccessible for startups or small businesses
- Enterprise agency structure means less specialized, boutique-style ML research depth
Software Mind
+ Over 25 years of operating history since founding in 1999, among the longest-running firms on this list
+ Enterprise-scale delivery capacity of roughly 1,200 staff across Europe, the US, and Latin America
+ Broad technology coverage supports large, complex integrated programmes beyond ML alone
+ Established staff augmentation model for enterprises needing to scale quickly
- AI and ML consulting is one practice within a much larger generalist enterprise IT services business
- Large organization size means less boutique-style founder attention on individual ML projects
- Higher minimum engagement size than boutique ML specialists on this list

Who should choose DEPT?

DEPT is the right choice for large enterprise brands needing ML-driven marketing personalization at global scale.

Proprietary AI marketing platform, Ada, and global scale of over 4,000 specialists across 30-plus offices, unmatched by any other firm on this list. Minimum engagement starts at $75K. Works best with clients in Retail, Media, Enterprise, E-commerce.

Who should choose Software Mind?

Software Mind is the right choice for enterprises needing ML development bundled with large-scale, multi-region software engineering capacity.

Over 25 years of operating history and enterprise-scale delivery capacity across three continents. Minimum engagement starts at $40K. Works best with clients in Fintech, Telecommunications, Enterprise, Healthcare.

Decision matrix: DEPT vs Software Mind

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Software Mind
You need a large dedicated team for an ongoing programme DEPT
Your budget is at the lower end Software Mind
You need specialist depth in a specific vertical DEPT
You need staff augmentation or team extension Software Mind
You need consulting before committing to a build DEPT

Use case fit: DEPT vs Software Mind

Use case DEPT fit Software Mind fit Winner
ML-driven marketing personalization at global brand scale Strong Limited DEPT
Enterprise data engineering supporting a large media or retail platform Strong Strong Both equally
Staff augmentation for a large in-house ML team Limited Strong Software Mind
Enterprise-scale software modernization with an ML component Limited Strong Software Mind
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Strong Software Mind

Verdict: DEPT vs Software Mind

DEPT (4.0/5) is the stronger overall choice for most Machine Learning Development projects. Proprietary AI marketing platform, Ada, and global scale of over 4,000 specialists across 30-plus offices, unmatched by any other firm on this list. It is best for large enterprise brands needing ML-driven marketing personalization at global scale.

Software Mind (3.8/5) is the better choice when enterprises needing ML development bundled with large-scale, multi-region software engineering capacity. If your situation matches those criteria, Software Mind is a competitive option.

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DEPT vs Software Mind FAQ

Is DEPT better than Software Mind?

DEPT (4.0/5) scores higher overall, but "better" depends on your use case. DEPT is better for large enterprise brands needing ML-driven marketing personalization at global scale. Software Mind is better for enterprises needing ML development bundled with large-scale, multi-region software engineering capacity.

How do DEPT and Software Mind differ in pricing?

DEPT uses retainer, dedicated team pricing with a minimum engagement of $75K. Software Mind uses dedicated team, staff augmentation, fixed project pricing with a minimum engagement of $40K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: DEPT or Software Mind?

DEPT 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 DEPT and Software Mind?

DEPT's primary differentiator is: proprietary ai marketing platform, ada, and global scale of over 4,000 specialists across 30-plus offices, unmatched by any other firm on this list. Software Mind's primary differentiator is: over 25 years of operating history and enterprise-scale delivery capacity across three continents. They also differ in team size (1000+ vs 1000+), minimum engagement ($75K vs $40K), and primary industries served (Retail, Media vs Fintech, Telecommunications).

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