Top Machine Learning Development Services in Europe

Xomnia vs ASSIST Software: full comparison for 2026

Last updated: July 2026

Quick verdict

Xomnia (4.3/5) edges ahead of ASSIST Software (3.9/5) overall. Xomnia is the better choice for dutch and Northwest European enterprises wanting a single consultancy for data strategy, cloud data platforms, and applied or agentic AI delivery.. ASSIST Software is the stronger option for manufacturing and agriculture clients in the DACH region wanting an established Romanian vendor with genuine EU-funded AI R&D activity, not just delivery staffing.. The right choice depends on your project size, budget, and required tech stack.

Xomnia vs ASSIST Software: head-to-head summary

Criterion Xomnia ASSIST Software
Founded 2013 1992
HQ Amsterdam, Netherlands Suceava, Romania (secondary office in Augsburg, Germany)
Team size 135+ (post-Aurai acquisition, 2025) 380 (350+ engineers)
Rating 4.3 / 5 3.9 / 5
Best for Dutch and Northwest European enterprises wanting a single consultancy for data strategy, cloud data platforms, and applied or agentic AI delivery. Manufacturing and agriculture clients in the DACH region wanting an established Romanian vendor with genuine EU-funded AI R&D activity, not just delivery staffing.
Pricing model Consulting retainer, dedicated team Fixed project, dedicated team
Min. engagement Not published Not published
Primary tech stack Python, Cloud data platforms, Agentic AI frameworks Python, Computer vision frameworks, NLP tooling
Industries served Retail/E-commerce, Energy & Utilities, Healthcare, Financial Services, Public Sector Manufacturing, Healthcare, Cross-industry R&D

Xomnia vs ASSIST Software: overview

Xomnia

Xomnia is an Amsterdam, Netherlands data-and-AI consultancy founded in 2013, covering data strategy, cloud data platforms, agentic AI, and EU-hosted cloud solutions. In June 2025 it acquired Aurai specifically to scale toward becoming Northwest Europe's leading data and AI consultancy, growing its collective team past 135 specialists. Its client roster includes Rabobank, Vodafone Ziggo, ProRail, and NS (per company website), spanning retail, mobility, energy, healthcare, and public-sector work.

ASSIST Software

ASSIST Software is a Suceava, Romania software house founded in 1992, with 380 full-time employees (350+ software engineers) and a secondary office in Augsburg, Germany. It runs 25+ active AI R&D projects and participates in 25+ EU-funded research programs alongside 160+ European research-institution partnerships, delivering NLP, computer vision, recommendation systems, and predictive analytics for manufacturing, agriculture, healthcare, and gaming clients, with a 93% returning-client rate (per company website).

Services and capabilities: Xomnia vs ASSIST Software

Capability Xomnia ASSIST Software
ML Development
AI Consulting
Computer Vision
NLP
Generative AI
MLOps
Data Engineering
Staff Augmentation

Tech stack comparison: Xomnia vs ASSIST Software

Framework / platform Xomnia ASSIST Software
Python
AWS N/A N/A
Microsoft Azure N/A N/A
Google Cloud N/A N/A
Kubernetes N/A N/A
PyTorch N/A N/A
LangChain N/A N/A
Databricks N/A N/A

Pricing comparison: Xomnia vs ASSIST Software

Criterion Xomnia ASSIST Software
Minimum engagement Not published Not published
Engagement models Consulting retainer, Dedicated team, Fixed project Fixed project, Dedicated team
Rate transparency Not public Not public
Price tier Enterprise / mid-market Enterprise / mid-market

Target audience comparison: Xomnia vs ASSIST Software

Dimension Xomnia ASSIST Software
Best company size Startup to mid-market Mid-market to enterprise
Best industries Retail/E-commerce, Energy & Utilities, Healthcare Manufacturing, Healthcare, Cross-industry R&D
Best use cases Enterprise data and AI strategy roadmaps, Cloud data platform builds Computer vision for manufacturing quality control, Computer vision for precision agriculture
Typical project type Consulting retainer Fixed project

Xomnia vs ASSIST Software: pros and cons

Xomnia
+ Long, blue-chip client list including Rabobank, Vodafone Ziggo, ProRail, and NS (per company website)
+ 2025 Aurai acquisition materially increased delivery capacity and breadth
+ EU-hosted cloud solutions directly address data-residency concerns for Dutch and EU clients
+ Founded 2013 — over a decade of Netherlands market presence
- Recent acquisition (Aurai, 2025) means integrated team structure and delivery consistency are still settling
- Broad data-and-AI positioning is less narrowly specialized than pure-play ML boutiques on this list
- Pricing and minimum engagement are not published
ASSIST Software
+ Founded 1992 — one of the oldest vendors on this list with over three decades of continuous operation
+ 25+ EU-funded research projects and 160+ research-institution partnerships show genuine R&D depth beyond client delivery
+ 93% returning-client rate and 500+ completed projects (per company website)
+ 85% of engineers hold certifications, and a secondary German office (Augsburg) supports DACH-region delivery
- Older company history is rooted in general enterprise and embedded software, with AI/ML a more recent specialization layer
- Manufacturing and agriculture vertical concentration is a less natural fit for fintech or pure digital-native buyers
- Company size (380) split across R&D, delivery, and QA means dedicated AI/ML headcount is unclear

Who should choose Xomnia?

Xomnia is the right choice for dutch and Northwest European enterprises wanting a single consultancy for data strategy, cloud data platforms, and applied or agentic AI delivery..

Acquired Aurai in 2025 specifically to consolidate strategy, platform, and applied-AI capability under one roof as it scales toward regional market leadership.. Minimum engagement starts at Not published. Works best with clients in Retail/E-commerce, Energy & Utilities, Healthcare, Financial Services, Public Sector.

Who should choose ASSIST Software?

ASSIST Software is the right choice for manufacturing and agriculture clients in the DACH region wanting an established Romanian vendor with genuine EU-funded AI R&D activity, not just delivery staffing..

Runs 25+ active R&D projects and participates in 25+ EU-funded research programs alongside 160+ research-institution partnerships — an unusually research-heavy profile for a 30+ year old nearshore vendor.. Minimum engagement starts at Not published. Works best with clients in Manufacturing, Healthcare, Cross-industry R&D.

Decision matrix: Xomnia vs ASSIST Software

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Xomnia
You need a large dedicated team for an ongoing programme Xomnia
Your budget is at the lower end Compare: Xomnia (Not published) vs ASSIST Software (Not published)
You need specialist depth in a specific vertical Xomnia
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build Xomnia

Use case fit: Xomnia vs ASSIST Software

Use case Xomnia fit ASSIST Software fit Winner
Enterprise data and AI strategy roadmaps Strong Limited Xomnia
Cloud data platform builds Strong Limited Xomnia
Computer vision for manufacturing quality control Limited Strong ASSIST Software
Computer vision for precision agriculture Limited Strong ASSIST Software
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Xomnia vs ASSIST Software

Xomnia (4.3/5) is the stronger overall choice for most Machine Learning Development projects. Acquired Aurai in 2025 specifically to consolidate strategy, platform, and applied-AI capability under one roof as it scales toward regional market leadership.. It is best for dutch and Northwest European enterprises wanting a single consultancy for data strategy, cloud data platforms, and applied or agentic AI delivery..

ASSIST Software (3.9/5) is the better choice when manufacturing and agriculture clients in the DACH region wanting an established Romanian vendor with genuine EU-funded AI R&D activity, not just delivery staffing.. If your situation matches those criteria, ASSIST Software is a competitive option.

Related comparisons

Xomnia vs ASSIST Software FAQ

Is Xomnia better than ASSIST Software?

Xomnia (4.3/5) scores higher overall, but "better" depends on your use case. Xomnia is better for dutch and Northwest European enterprises wanting a single consultancy for data strategy, cloud data platforms, and applied or agentic AI delivery.. ASSIST Software is better for manufacturing and agriculture clients in the DACH region wanting an established Romanian vendor with genuine EU-funded AI R&D activity, not just delivery staffing..

How do Xomnia and ASSIST Software differ in pricing?

Xomnia uses consulting retainer, dedicated team pricing with a minimum engagement of Not published. ASSIST Software uses fixed project, 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: Xomnia or ASSIST Software?

Xomnia 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 Xomnia and ASSIST Software?

Xomnia's primary differentiator is: acquired aurai in 2025 specifically to consolidate strategy, platform, and applied-ai capability under one roof as it scales toward regional market leadership.. ASSIST Software's primary differentiator is: runs 25+ active r&d projects and participates in 25+ eu-funded research programs alongside 160+ research-institution partnerships — an unusually research-heavy profile for a 30+ year old nearshore vendor.. They also differ in team size (135+ (post-Aurai acquisition, 2025) vs 380 (350+ engineers)), minimum engagement (Not published vs Not published), and primary industries served (Retail/E-commerce, Energy & Utilities vs Manufacturing, Healthcare).

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