Best Machine Learning Development Agencies

SoftServe vs Innowise Group: full comparison for 2026

Last updated: July 2026

Quick verdict

SoftServe (4.0/5) edges ahead of Innowise Group (3.9/5) overall. SoftServe is the better choice for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work.. Innowise Group is the stronger option for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. The right choice depends on your project size, budget, and required tech stack.

SoftServe vs Innowise Group: head-to-head summary

Criterion SoftServe Innowise Group
Founded 1993 2007
HQ Austin, Texas, USA / Lviv, Ukraine Warsaw, Poland
Team size 10,000+ 1,001–5,000
Rating 4.0 / 5 3.9 / 5
Best for Enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work. Companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.
Pricing model Fixed project, dedicated team, staff augmentation Fixed project, dedicated team, staff augmentation
Min. engagement Not published Not published
Primary tech stack Python, TensorFlow, Azure Python, TensorFlow, AWS
Industries served Healthcare, Retail, Financial Services, Technology/SaaS Technology/SaaS, Healthcare, Retail, Financial Services

SoftServe vs Innowise Group: overview

SoftServe

SoftServe is a digital engineering and consulting company founded in 1993 in Lviv, Ukraine, with US headquarters in Austin, Texas and European headquarters remaining in Lviv. Reported headcount ranges from roughly 10,000 to 12,000 employees across 58 offices in 14 countries, with AI/ML, data and analytics, and cloud among its core practice areas.

Innowise Group

Innowise Group is a global full-cycle software development and IT consulting company established in 2007, headquartered in Warsaw, Poland. The firm has grown to roughly 3,000–3,500 employees and offers AI/ML services alongside web and mobile development, cloud, QA, DevOps, cybersecurity, and IT staff augmentation, with recent office expansions into the UK, UAE, and Germany.

Services and capabilities: SoftServe vs Innowise Group

Capability SoftServe Innowise Group
Custom ML model development
Deep learning & computer vision
NLP & LLM / Generative AI
MLOps & production deployment
Data engineering
AI strategy consulting
Staff augmentation

Tech stack comparison: SoftServe vs Innowise Group

Framework / platform SoftServe Innowise Group
Python
TensorFlow
PyTorch N/A N/A
AWS
Azure
Google Cloud N/A N/A
Kubernetes N/A
Databricks N/A N/A
LangChain N/A N/A

Pricing comparison: SoftServe vs Innowise Group

Criterion SoftServe Innowise Group
Minimum engagement Not published Not published
Engagement models Fixed project, Dedicated team, Staff augmentation Fixed project, Dedicated team, Staff augmentation
Rate transparency Not public Not public
Price tier Enterprise / not published Enterprise / not published

Target audience comparison: SoftServe vs Innowise Group

Dimension SoftServe Innowise Group
Best company size Enterprise Startup to mid-market
Best industries Healthcare, Retail, Financial Services Technology/SaaS, Healthcare, Retail
Best use cases Enterprise clients needing AI/ML delivered as part of a broader digital engineering program, Healthcare or retail programs combining cloud migration with applied ML Companies wanting a single vendor for a full product build that includes an ML component, Full-cycle development programs where AI/ML is one feature among several
Typical project type Fixed project Fixed project

SoftServe vs Innowise Group: pros and cons

SoftServe
+ 32 years of operating history, among the longest on this list
+ 10,000+ employees across 58 offices supports very large, globally distributed programs
+ AI/ML practice sits alongside mature cloud, data, and IoT capabilities from the same firm
+ Dual US/Ukraine headquarters structure has proven resilient through a long operating history
- AI/ML is one of several major practice areas rather than the company's sole focus
- Very large scale may mean less senior-level access on smaller engagements than boutique specialists
- Minimum engagement size and standard pricing not publicly disclosed
Innowise Group
+ 18 years of continuous growth from founding to 3,000+ employees
+ Recent international office expansion (UK, UAE, Germany, 2023–2024) signals active growth investment
+ Full-cycle development scope means AI/ML features can be built directly into a larger product without a separate vendor
+ 3,000+ engineers supports substantial delivery capacity for large programs
- AI/ML is one of many services (alongside web, mobile, cloud, QA, cybersecurity) rather than the firm's defining specialty
- Less AI-specific certification or research-driven positioning than boutique ML specialists on this list
- Minimum engagement size not publicly disclosed

Who should choose SoftServe?

SoftServe is the right choice for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work..

32 years of continuous operation spanning both a US public-market presence and deep Ukrainian engineering roots.. Minimum engagement starts at Not published. Works best with clients in Healthcare, Retail, Financial Services, Technology/SaaS.

Who should choose Innowise Group?

Innowise Group is the right choice for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..

Full-cycle software development scope (web, mobile, cloud, QA, security) with AI/ML as one of several integrated specialties.. Minimum engagement starts at Not published. Works best with clients in Technology/SaaS, Healthcare, Retail, Financial Services.

Decision matrix: SoftServe vs Innowise Group

Your situation Recommended choice
You need full-ownership delivery on a defined project scope SoftServe
You need a large dedicated team for an ongoing programme SoftServe
Your budget is at the lower end Compare: SoftServe (Not published) vs Innowise Group (Not published)
You need specialist depth in a specific vertical SoftServe
You need staff augmentation or team extension SoftServe
You need consulting before committing to a build Innowise Group

Use case fit: SoftServe vs Innowise Group

Use case SoftServe fit Innowise Group fit Winner
Enterprise clients needing AI/ML delivered as part of a broader digital engineering program Strong Limited SoftServe
Healthcare or retail programs combining cloud migration with applied ML Strong Limited SoftServe
Companies wanting a single vendor for a full product build that includes an ML component Limited Strong Innowise Group
Full-cycle development programs where AI/ML is one feature among several Limited Strong Innowise Group
Fixed-price build Limited Limited Both equally
Staff augmentation Strong Strong Both equally

Verdict: SoftServe vs Innowise Group

SoftServe (4.0/5) is the stronger overall choice for most Machine Learning Development projects. 32 years of continuous operation spanning both a US public-market presence and deep Ukrainian engineering roots.. It is best for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work..

Innowise Group (3.9/5) is the better choice when companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. If your situation matches those criteria, Innowise Group is a competitive option.

Related comparisons

SoftServe vs Innowise Group FAQ

Is SoftServe better than Innowise Group?

SoftServe (4.0/5) scores higher overall, but "better" depends on your use case. SoftServe is better for enterprises wanting a large, established engineering partner with a long-running AI/ML and data practice alongside cloud and IoT work.. Innowise Group is better for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor..

How do SoftServe and Innowise Group differ in pricing?

SoftServe uses fixed project, dedicated team, staff augmentation pricing with a minimum engagement of Not published. Innowise Group uses fixed project, dedicated team, staff augmentation 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: SoftServe or Innowise Group?

Innowise Group 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 SoftServe and Innowise Group?

SoftServe's primary differentiator is: 32 years of continuous operation spanning both a us public-market presence and deep ukrainian engineering roots.. Innowise Group's primary differentiator is: full-cycle software development scope (web, mobile, cloud, qa, security) with ai/ml as one of several integrated specialties.. They also differ in team size (10,000+ vs 1,001–5,000), minimum engagement (Not published vs Not published), and primary industries served (Healthcare, Retail vs Technology/SaaS, Healthcare).

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