Best Machine Learning Development Agencies

Innowise Group vs Addepto: full comparison for 2026

Last updated: July 2026

Quick verdict

Addepto (4.1/5) edges ahead of Innowise Group (3.9/5) overall. Addepto is the better choice for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.. 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.

Innowise Group vs Addepto: head-to-head summary

Criterion Innowise Group Addepto
Founded 2007 2018
HQ Warsaw, Poland Warsaw, Poland
Team size 1,001–5,000 51–200
Rating 3.9 / 5 4.1 / 5
Best for Companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor. Companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition.
Pricing model Fixed project, dedicated team, staff augmentation Fixed project and consulting retainer
Min. engagement Not published $20K
Primary tech stack Python, TensorFlow, AWS Python, Scikit-learn, TensorFlow
Industries served Technology/SaaS, Healthcare, Retail, Financial Services Financial Services, Retail, Manufacturing

Innowise Group vs Addepto: overview

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.

Addepto

Addepto is an AI and data consulting company founded in Warsaw, Poland in 2018 by Edwin Lisowski and Artur Haponik (one source lists 2017), specializing in machine learning, artificial intelligence, and business intelligence solutions. Reported headcount is roughly 55–58 employees across Europe, North America, and Asia. In December 2025, Addepto was acquired by KMS Technology; prospective clients should confirm how the acquisition affects team continuity, existing contracts, and service delivery going forward.

Services and capabilities: Innowise Group vs Addepto

Capability Innowise Group Addepto
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: Innowise Group vs Addepto

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

Pricing comparison: Innowise Group vs Addepto

Criterion Innowise Group Addepto
Minimum engagement Not published $20K
Engagement models Fixed project, Dedicated team, Staff augmentation Fixed project, Consulting retainer
Rate transparency Not public Minimum disclosed
Price tier Enterprise / not published Accessible

Target audience comparison: Innowise Group vs Addepto

Dimension Innowise Group Addepto
Best company size Startup to mid-market Startup to mid-market
Best industries Technology/SaaS, Healthcare, Retail Financial Services, Retail, Manufacturing
Best use cases 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 Mid-market companies wanting boutique AI/BI consulting now paired with KMS Technology's broader resources, Business intelligence projects that also require a machine learning component
Typical project type Fixed project Fixed project

Innowise Group vs Addepto: pros and cons

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
Addepto
+ 7 years of focused AI/BI consulting experience prior to the KMS Technology acquisition
+ Small team size historically meant direct founder-level access on engagements
+ Multi-continent presence (Europe, North America, Asia) despite a compact headcount
+ Acquisition by KMS Technology (Dec 2025) may bring additional delivery resources and stability
- Acquired by KMS Technology in December 2025 — buyers should confirm how this affects team continuity, pricing, and existing contracts before signing
- Public sources disagree on exact founding year (2017 vs. 2018) and employee count (55 vs. 58)
- Post-acquisition integration could change the service delivery model in ways not yet publicly documented

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.

Who should choose Addepto?

Addepto is the right choice for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..

Boutique AI/BI consultancy that gained additional scale and resources through its December 2025 acquisition by KMS Technology.. Minimum engagement starts at $20K. Works best with clients in Financial Services, Retail, Manufacturing.

Decision matrix: Innowise Group vs Addepto

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Innowise Group
You need a large dedicated team for an ongoing programme Innowise Group
Your budget is at the lower end Compare: Innowise Group (Not published) vs Addepto ($20K)
You need specialist depth in a specific vertical Innowise Group
You need staff augmentation or team extension Innowise Group
You need consulting before committing to a build Innowise Group

Use case fit: Innowise Group vs Addepto

Use case Innowise Group fit Addepto fit Winner
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 Strong Limited Innowise Group
Mid-market companies wanting boutique AI/BI consulting now paired with KMS Technology's broader resources Limited Strong Addepto
Business intelligence projects that also require a machine learning component Limited Strong Addepto
Fixed-price build Limited Limited Both equally
Staff augmentation Strong Limited Innowise Group

Verdict: Innowise Group vs Addepto

Addepto (4.1/5) is the stronger overall choice for most Machine Learning Development projects. Boutique AI/BI consultancy that gained additional scale and resources through its December 2025 acquisition by KMS Technology.. It is best for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..

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

Innowise Group vs Addepto FAQ

Is Innowise Group better than Addepto?

Addepto (4.1/5) scores higher overall, but "better" depends on your use case. Innowise Group is better for companies wanting AI/ML delivered as part of a broad full-cycle software development engagement from one vendor.. Addepto is better for companies wanting boutique AI/BI consulting from a team now backed by KMS Technology's additional resources post-acquisition..

How do Innowise Group and Addepto differ in pricing?

Innowise Group uses fixed project, dedicated team, staff augmentation pricing with a minimum engagement of Not published. Addepto uses fixed project and consulting retainer pricing with a minimum engagement of $20K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Innowise Group or Addepto?

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 Innowise Group and Addepto?

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.. Addepto's primary differentiator is: boutique ai/bi consultancy that gained additional scale and resources through its december 2025 acquisition by kms technology.. They also differ in team size (1,001–5,000 vs 51–200), minimum engagement (Not published vs $20K), and primary industries served (Technology/SaaS, Healthcare vs Financial Services, Retail).

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