Best Machine Learning Development Agencies

DataArt vs Innowise Group: full comparison for 2026

Last updated: July 2026

Quick verdict

DataArt (3.9/5) edges ahead of Innowise Group (3.9/5) overall. DataArt is the better choice for enterprises across finance, media, healthcare, and retail wanting AI/ML from a long-established, globally distributed software engineering partner.. 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.

DataArt vs Innowise Group: head-to-head summary

Criterion DataArt Innowise Group
Founded 1997 2007
HQ New York, USA Warsaw, Poland
Team size 5,001–10,000 1,001–5,000
Rating 3.9 / 5 3.9 / 5
Best for Enterprises across finance, media, healthcare, and retail wanting AI/ML from a long-established, globally distributed software engineering partner. 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, Azure OpenAI, AWS Python, TensorFlow, AWS
Industries served Financial Services, Media & Entertainment, Healthcare, Retail, Travel & Hospitality Technology/SaaS, Healthcare, Retail, Financial Services

DataArt vs Innowise Group: overview

DataArt

DataArt is a software engineering and consulting company founded in 1997 in New York by Eugene Goland, with roughly 5,400 employees across more than 30 locations spanning the US, Europe, Latin America, India, and the UAE. The firm added an Advanced AI Strategy Consulting service line in 2024, delivering data, analytics, and AI/ML work alongside its long-standing core software engineering practice.

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: DataArt vs Innowise Group

Capability DataArt 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: DataArt vs Innowise Group

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

Pricing comparison: DataArt vs Innowise Group

Criterion DataArt 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: DataArt vs Innowise Group

Dimension DataArt Innowise Group
Best company size Enterprise Startup to mid-market
Best industries Financial Services, Media & Entertainment, Healthcare Technology/SaaS, Healthcare, Retail
Best use cases Enterprises wanting AI strategy consulting bundled with long-term software engineering delivery, Media or travel companies needing broad-based data and AI/ML capability 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

DataArt vs Innowise Group: pros and cons

DataArt
+ 28 years of continuous operation under the same founder-led leadership
+ 30+ global delivery locations across five regions supports broad geographic coverage
+ Named AI Strategy Consulting service line launched in 2024 shows deliberate recent AI investment
+ Broad industry coverage spanning finance, media, healthcare, and travel
- AI Strategy Consulting is a comparatively recent addition (2024) versus firms with a decade-plus dedicated AI/ML focus
- 5,400-employee scale sits within a broad general software-engineering practice rather than an AI-first firm
- Minimum engagement size 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 DataArt?

DataArt is the right choice for enterprises across finance, media, healthcare, and retail wanting AI/ML from a long-established, globally distributed software engineering partner..

28 years of operating history across 30+ global delivery locations, with a newer (2024) dedicated AI strategy consulting service line.. Minimum engagement starts at Not published. Works best with clients in Financial Services, Media & Entertainment, Healthcare, Retail, Travel & Hospitality.

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: DataArt vs Innowise Group

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

Use case fit: DataArt vs Innowise Group

Use case DataArt fit Innowise Group fit Winner
Enterprises wanting AI strategy consulting bundled with long-term software engineering delivery Strong Limited DataArt
Media or travel companies needing broad-based data and AI/ML capability Strong Limited DataArt
Companies wanting a single vendor for a full product build that includes an ML component Strong Strong Both equally
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 Limited Strong Innowise Group

Verdict: DataArt vs Innowise Group

DataArt (3.9/5) is the stronger overall choice for most Machine Learning Development projects. 28 years of operating history across 30+ global delivery locations, with a newer (2024) dedicated AI strategy consulting service line.. It is best for enterprises across finance, media, healthcare, and retail wanting AI/ML from a long-established, globally distributed software engineering partner..

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

DataArt vs Innowise Group FAQ

Is DataArt better than Innowise Group?

DataArt (3.9/5) scores higher overall, but "better" depends on your use case. DataArt is better for enterprises across finance, media, healthcare, and retail wanting AI/ML from a long-established, globally distributed software engineering partner.. 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 DataArt and Innowise Group differ in pricing?

DataArt 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: DataArt or Innowise Group?

DataArt 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 DataArt and Innowise Group?

DataArt's primary differentiator is: 28 years of operating history across 30+ global delivery locations, with a newer (2024) dedicated ai strategy consulting service line.. 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 (5,001–10,000 vs 1,001–5,000), minimum engagement (Not published vs Not published), and primary industries served (Financial Services, Media & Entertainment vs Technology/SaaS, Healthcare).

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