Best Machine Learning Agencies

ELEKS vs Keyrus: full comparison for 2026

Last updated: July 2026

Quick verdict

ELEKS (3.9/5) edges ahead of Keyrus (3.8/5) overall. ELEKS is the better choice for enterprise clients needing ML within a full-service technology consulting engagement with long-term continuity. Keyrus is the stronger option for international enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience. The right choice depends on your project size, budget, and required tech stack.

ELEKS vs Keyrus: head-to-head summary

Criterion ELEKS Keyrus
Founded 1991 2000
HQ Lviv, Ukraine Paris, France
Team size 2,000+ 3,500+
Rating 3.9 / 5 3.8 / 5
Best for Enterprise clients needing ML within a full-service technology consulting engagement with long-term continuity International enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience
Pricing model T&M, dedicated team T&M, retainer
Min. engagement $50K+ $50K+
Primary tech stack Python, TensorFlow, PyTorch Python, Tableau, Power BI
Industries served financial, healthcare, manufacturing, retail, logistics financial, retail, healthcare, manufacturing, media

ELEKS vs Keyrus: overview

ELEKS

ELEKS was established in 1991 and is headquartered in Lviv, Ukraine, with offices across Europe and North America. The company has 2,000+ engineers and delivers technology consulting, AI/ML services, and enterprise software for Fortune 500 clients globally. ML services include predictive analytics, computer vision, NLP, and intelligent automation. ELEKS celebrated its 30th anniversary in 2021. (Founding year and team size per ELEKS official website and KyivPost article.)

Keyrus

Keyrus is an international consulting group founded in 2000, headquartered in Paris, France, and operating in over 20 countries with 3,500+ professionals. The company positions itself at the intersection of business, data, and AI — helping clients move from experimental AI to industrial-grade ML systems in production. Services span data strategy, BI, analytics, AI testing, and ML deployment. (Employee count and global footprint per Keyrus official website.)

Services and capabilities: ELEKS vs Keyrus

Capability ELEKS Keyrus
Custom ML build
ML consulting
Computer vision
NLP / LLM
Predictive analytics
MLOps
Data engineering
Generative AI
Staff augmentation
Fixed-price projects
Dedicated team model

Tech stack comparison: ELEKS vs Keyrus

Framework / platform ELEKS Keyrus
Python
TensorFlow N/A
PyTorch N/A
AWS SageMaker N/A N/A
Azure ML N/A N/A

Pricing comparison: ELEKS vs Keyrus

Criterion ELEKS Keyrus
Minimum engagement $50K+ $50K+
Engagement models T&M, Dedicated team T&M, Retainer, Dedicated team
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: ELEKS vs Keyrus

Dimension ELEKS Keyrus
Best company size Startup to mid-market Startup to mid-market
Best industries financial, healthcare, manufacturing financial, retail, healthcare
Best use cases ML integration into enterprise ERP or CRM, Computer vision for manufacturing quality control Industrial AI deployment at enterprise scale, Analytics and ML platform for financial services
Typical project type T&M T&M

ELEKS vs Keyrus: pros and cons

ELEKS
+ 30+ years of enterprise delivery history — very low company risk
+ 2,000+ engineers across multiple disciplines
+ Proven Fortune 500 delivery capability across multiple verticals
+ Wide industry coverage including manufacturing and financial services
- ML practice is secondary to broader software engineering — not ML-first
- Ukraine-based delivery carries geographic risk considerations for some clients
- Less agile than boutique ML specialists for short exploratory projects
Keyrus
+ Global footprint: 20+ countries, 3,500+ professionals
+ Industrial-AI focus — moves clients from PoC to production scale
+ Strong analytics and BI alongside ML for full data stack coverage
+ AI testing and validation capability
- Large-firm pricing not suited to startup or SMB budgets
- AI is one offering within broader data consulting — not ML-first

Who should choose ELEKS?

ELEKS is the right choice for enterprise clients needing ML within a full-service technology consulting engagement with long-term continuity.

30+ years of enterprise software delivery — ML within a stable, large-org structure for risk-averse buyers. Minimum engagement starts at $50K+. Works best with clients in financial, healthcare, manufacturing, retail, logistics.

Who should choose Keyrus?

Keyrus is the right choice for international enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience.

From experimental AI to industrial AI — consulting group specialising in productionising ML for large organisations. Minimum engagement starts at $50K+. Works best with clients in financial, retail, healthcare, manufacturing, media.

Decision matrix: ELEKS vs Keyrus

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

Use case fit: ELEKS vs Keyrus

Use case ELEKS fit Keyrus fit Winner
ML integration into enterprise ERP or CRM Strong Strong Both equally
Computer vision for manufacturing quality control Strong Limited ELEKS
Industrial AI deployment at enterprise scale Strong Strong Both equally
Analytics and ML platform for financial services Limited Strong Keyrus
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: ELEKS vs Keyrus

ELEKS (3.9/5) is the stronger overall choice for most Machine Learning projects. 30+ years of enterprise software delivery — ML within a stable, large-org structure for risk-averse buyers. It is best for enterprise clients needing ML within a full-service technology consulting engagement with long-term continuity.

Keyrus (3.8/5) is the better choice when international enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience. If your situation matches those criteria, Keyrus is a competitive option.

Related comparisons

ELEKS vs Keyrus FAQ

Is ELEKS better than Keyrus?

ELEKS (3.9/5) scores higher overall, but "better" depends on your use case. ELEKS is better for enterprise clients needing ML within a full-service technology consulting engagement with long-term continuity. Keyrus is better for international enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience.

How do ELEKS and Keyrus differ in pricing?

ELEKS uses t&m, dedicated team pricing with a minimum engagement of $50K+. Keyrus uses t&m, retainer 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: ELEKS or Keyrus?

Keyrus is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each agency before shortlisting.

What are the main differences between ELEKS and Keyrus?

ELEKS's primary differentiator is: 30+ years of enterprise software delivery — ml within a stable, large-org structure for risk-averse buyers. Keyrus's primary differentiator is: from experimental ai to industrial ai — consulting group specialising in productionising ml for large organisations. They also differ in team size (2,000+ vs 3,500+), minimum engagement ($50K+ vs $50K+), and primary industries served (financial, healthcare vs financial, retail).

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