Keyrus vs Itransition: full comparison for 2026
Last updated: July 2026
Quick verdict
Keyrus (3.8/5) edges ahead of Itransition (3.8/5) overall. Keyrus is the better choice for international enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience. Itransition is the stronger option for enterprises in 30+ countries needing ML consulting integrated within a full software delivery programme. The right choice depends on your project size, budget, and required tech stack.
Keyrus vs Itransition: head-to-head summary
| Criterion | Keyrus | Itransition |
|---|---|---|
| Founded | 2000 | 1998 |
| HQ | Paris, France | Denver, CO |
| Team size | 3,500+ | 3,000+ |
| Rating | 3.8 / 5 | 3.8 / 5 |
| Best for | International enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience | Enterprises in 30+ countries needing ML consulting integrated within a full software delivery programme |
| Pricing model | T&M, retainer | T&M, dedicated team |
| Min. engagement | $50K+ | $25K+ |
| Primary tech stack | Python, Tableau, Power BI | Python, TensorFlow, scikit-learn |
| Industries served | financial, retail, healthcare, manufacturing, media | healthcare, financial, retail, manufacturing, logistics |
Keyrus vs Itransition: overview
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.)
Itransition
Itransition was founded in 1998 and is headquartered in Denver, Colorado, with 3,000+ employees delivering full-cycle software development and machine learning consulting to clients in over 30 countries. The company helps organisations develop tailored ML strategies and implements ML solutions as part of enterprise software projects. (Founding year, HQ, and scale per Itransition official website.)
Services and capabilities: Keyrus vs Itransition
| Capability | Keyrus | Itransition |
|---|---|---|
| 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: Keyrus vs Itransition
| Framework / platform | Keyrus | Itransition |
|---|---|---|
| Python | ✓ | ✓ |
| TensorFlow | N/A | ✓ |
| PyTorch | N/A | N/A |
| AWS SageMaker | N/A | N/A |
| Azure ML | N/A | N/A |
Pricing comparison: Keyrus vs Itransition
| Criterion | Keyrus | Itransition |
|---|---|---|
| Minimum engagement | $50K+ | $25K+ |
| Engagement models | T&M, Retainer, Dedicated team | T&M, Dedicated team |
| Rate transparency | Minimum disclosed | Minimum disclosed |
| Price tier | Accessible | Accessible |
Target audience comparison: Keyrus vs Itransition
| Dimension | Keyrus | Itransition |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | financial, retail, healthcare | healthcare, financial, retail |
| Best use cases | Industrial AI deployment at enterprise scale, Analytics and ML platform for financial services | ML strategy and roadmap consulting, Predictive analytics for enterprise software platform |
| Typical project type | T&M | T&M |
Keyrus vs Itransition: pros and cons
| 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 |
| Itransition | |
|---|---|
| + | 3,000+ engineers — capacity for large long-running programmes |
| + | 25+ years of delivery history — low company risk |
| + | Strong global presence in 30+ countries |
| + | ML consulting as part of full-cycle software delivery |
| - | ML is a service-line add-on to core software delivery — not a pure ML specialist |
| - | Large firm structure means less agility for exploratory ML projects |
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.
Who should choose Itransition?
Itransition is the right choice for enterprises in 30+ countries needing ML consulting integrated within a full software delivery programme.
25+ years of full-cycle delivery to 30+ countries — ML within a large proven software engineering organisation. Minimum engagement starts at $25K+. Works best with clients in healthcare, financial, retail, manufacturing, logistics.
Decision matrix: Keyrus vs Itransition
| 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 | Keyrus |
| Your budget is at the lower end | Itransition |
| You need specialist depth in a specific vertical | Keyrus |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Keyrus |
Use case fit: Keyrus vs Itransition
| Use case | Keyrus fit | Itransition fit | Winner |
|---|---|---|---|
| Industrial AI deployment at enterprise scale | Strong | Limited | Keyrus |
| Analytics and ML platform for financial services | Strong | Strong | Both equally |
| ML strategy and roadmap consulting | Strong | Strong | Both equally |
| Predictive analytics for enterprise software platform | Strong | Strong | Both equally |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Keyrus vs Itransition
Keyrus (3.8/5) is the stronger overall choice for most Machine Learning projects. From experimental AI to industrial AI — consulting group specialising in productionising ML for large organisations. It is best for international enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience.
Itransition (3.8/5) is the better choice when enterprises in 30+ countries needing ML consulting integrated within a full software delivery programme. If your situation matches those criteria, Itransition is a competitive option.
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Keyrus vs Itransition FAQ
Is Keyrus better than Itransition?
Keyrus (3.8/5) scores higher overall, but "better" depends on your use case. Keyrus is better for international enterprises seeking a global data and AI consulting partner with industrial-AI implementation experience. Itransition is better for enterprises in 30+ countries needing ML consulting integrated within a full software delivery programme.
How do Keyrus and Itransition differ in pricing?
Keyrus uses t&m, retainer pricing with a minimum engagement of $50K+. Itransition uses t&m, dedicated team pricing with a minimum engagement of $25K+. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Keyrus or Itransition?
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 Keyrus and Itransition?
Keyrus's primary differentiator is: from experimental ai to industrial ai — consulting group specialising in productionising ml for large organisations. Itransition's primary differentiator is: 25+ years of full-cycle delivery to 30+ countries — ml within a large proven software engineering organisation. They also differ in team size (3,500+ vs 3,000+), minimum engagement ($50K+ vs $25K+), and primary industries served (financial, retail vs healthcare, financial).
Last reviewed: July 2026. Verify all details directly with each agency before making a decision.