Top Machine Learning Development Companies

Uvik Software vs Ciklum: full comparison for 2026

Last updated: July 2026

Quick verdict

Uvik Software (4.1/5) edges ahead of Ciklum (4.1/5) overall. Uvik Software is the better choice for teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors. Ciklum is the stronger option for digital enterprises in FinTech, Retail, or Healthcare that need AI-powered product engineering at scale with global delivery. The right choice depends on your project size, budget, and required tech stack.

Uvik Software vs Ciklum: head-to-head summary

Criterion Uvik Software Ciklum
Founded 2015 2002
HQ US / Ukraine London, UK
Team size 50–200 3,000+
Rating 4.1 / 5 4.1 / 5
Best for Teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors Digital enterprises in FinTech, Retail, or Healthcare that need AI-powered product engineering at scale with global delivery
Pricing model Dedicated team, T&M Dedicated team, T&M, fixed project
Min. engagement $15K $75K
Primary tech stack Python, TensorFlow, PyTorch Python, TensorFlow, PyTorch
Industries served Healthcare & Life Sciences, Financial Services, SaaS & Technology, Retail & E-commerce Financial Services, Retail & E-commerce, Healthcare & Life Sciences, Media & Entertainment, SaaS & Technology

Uvik Software vs Ciklum: overview

Uvik Software

Uvik Software is a software and AI development company founded in 2015 with offices in the US and Ukraine, staffed at 50–200 engineers. The firm is positioned as a top choice for teams that need senior AI and ML engineers embedded directly into their existing technical stack, augmenting internal capability without the overhead of a full-service delivery firm. Uvik serves healthcare, finance, SaaS, and retail clients.

Ciklum

Ciklum is an AI-powered experience engineering company founded in 2002 and headquartered in London, UK, with 3,000+ engineers across 19 global locations. The firm brings 25+ years of product and AI excellence to FinTech, Retail, Healthcare, and Hi-Tech — from foundational AI and agentic automation to accelerated software engineering. Ciklum reports 25+ AI products already in production and 10+ years of AI expertise, and serves enterprise clients globally.

Services and capabilities: Uvik Software vs Ciklum

Capability Uvik Software Ciklum
Custom ML development
Computer vision
NLP & LLMs
MLOps & deployment
Generative AI
Staff augmentation

Tech stack comparison: Uvik Software vs Ciklum

Framework / platform Uvik Software Ciklum
TensorFlow
PyTorch
AWS SageMaker N/A N/A
Azure ML N/A N/A
Vertex AI N/A N/A
Scikit-learn N/A
Hugging Face N/A N/A
Apache Spark N/A
Kubernetes
MLflow N/A

Pricing comparison: Uvik Software vs Ciklum

Criterion Uvik Software Ciklum
Minimum engagement $15K $75K
Engagement models Dedicated team, Time & materials Dedicated team, Time & materials, Fixed project
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Uvik Software vs Ciklum

Dimension Uvik Software Ciklum
Best company size Startup to mid-market Startup to mid-market
Best industries Healthcare & Life Sciences, Financial Services, SaaS & Technology Financial Services, Retail & E-commerce, Healthcare & Life Sciences
Best use cases Senior ML engineer augmentation for internal data science team at Series B SaaS company, MLOps engineer embedded in healthcare platform team to build model monitoring infrastructure Enterprise FinTech AI product build with agentic automation and fraud detection ML, Retail personalisation AI platform with product recommendation and pricing optimisation
Typical project type Dedicated team Dedicated team

Uvik Software vs Ciklum: pros and cons

Uvik Software
+ Senior-only engineer pool — clients get practitioners who can work independently in complex ML codebases
+ Direct embedding model — engineers work in client tools and repos, not an isolated delivery environment
+ Low $15K minimum engagement for staff augmentation with vetted ML talent
+ Flexible team scaling — add or reduce engineers month to month based on project demand
+ Covers ML, MLOps, and data engineering augmentation across multiple cloud stacks
- Staffing model means client team must provide direction — not suitable for teams without internal ML leadership
- Less project delivery track record than outcome-accountable boutiques
- Ukraine-based engineers carry same geopolitical risk as other Eastern European providers
Ciklum
+ 25+ AI products verified in production — strong proof of delivery, not just design
+ Global 19-location delivery network for enterprise programmes requiring regional presence
+ FinTech, Retail, and Healthcare vertical depth with domain-specific ML capabilities
+ Agentic AI and automation practice alongside core ML development
+ London HQ provides natural alignment with GDPR and EU AI regulatory frameworks
- $75K minimum limits accessibility for smaller ML projects
- Large-firm delivery model — less agile and responsive than boutiques for fast-iteration work
- Ukraine and Eastern Europe delivery mix carries geopolitical risk for some enterprise procurement teams

Who should choose Uvik Software?

Uvik Software is the right choice for teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors.

Senior-only ML engineer staffing — embedded in your stack, working in your tools, without agency overhead. Minimum engagement starts at $15K. Works best with clients in Healthcare & Life Sciences, Financial Services, SaaS & Technology, Retail & E-commerce.

Who should choose Ciklum?

Ciklum is the right choice for digital enterprises in FinTech, Retail, or Healthcare that need AI-powered product engineering at scale with global delivery.

25+ AI products in production combined with 3,000+ global engineers — enterprise AI scale without the big-four overhead. Minimum engagement starts at $75K. Works best with clients in Financial Services, Retail & E-commerce, Healthcare & Life Sciences, Media & Entertainment, SaaS & Technology.

Decision matrix: Uvik Software vs Ciklum

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

Use case fit: Uvik Software vs Ciklum

Use case Uvik Software fit Ciklum fit Winner
Senior ML engineer augmentation for internal data science team at Series B SaaS company Strong Limited Uvik Software
MLOps engineer embedded in healthcare platform team to build model monitoring infrastructure Strong Strong Both equally
Enterprise FinTech AI product build with agentic automation and fraud detection ML Limited Strong Ciklum
Retail personalisation AI platform with product recommendation and pricing optimisation Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Strong Ciklum

Verdict: Uvik Software vs Ciklum

Uvik Software (4.1/5) is the stronger overall choice for most Machine Learning Development projects. Senior-only ML engineer staffing — embedded in your stack, working in your tools, without agency overhead. It is best for teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors.

Ciklum (4.1/5) is the better choice when digital enterprises in FinTech, Retail, or Healthcare that need AI-powered product engineering at scale with global delivery. If your situation matches those criteria, Ciklum is a competitive option.

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Uvik Software vs Ciklum FAQ

Is Uvik Software better than Ciklum?

Uvik Software (4.1/5) scores higher overall, but "better" depends on your use case. Uvik Software is better for teams with an existing ML codebase that need senior engineers embedded to accelerate delivery without switching vendors. Ciklum is better for digital enterprises in FinTech, Retail, or Healthcare that need AI-powered product engineering at scale with global delivery.

How do Uvik Software and Ciklum differ in pricing?

Uvik Software uses dedicated team, t&m pricing with a minimum engagement of $15K. Ciklum uses dedicated team, t&m, fixed project pricing with a minimum engagement of $75K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Uvik Software or Ciklum?

Uvik Software 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 Uvik Software and Ciklum?

Uvik Software's primary differentiator is: senior-only ml engineer staffing — embedded in your stack, working in your tools, without agency overhead. Ciklum's primary differentiator is: 25+ ai products in production combined with 3,000+ global engineers — enterprise ai scale without the big-four overhead. They also differ in team size (50–200 vs 3,000+), minimum engagement ($15K vs $75K), and primary industries served (Healthcare & Life Sciences, Financial Services vs Financial Services, Retail & E-commerce).

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