Best ML Development Services

Addepto vs EPAM Systems: full comparison for 2026

Last updated: July 2026

Quick verdict

Addepto (4.3/5) edges ahead of EPAM Systems (4.0/5) overall. Addepto is the better choice for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk.. EPAM Systems is the stronger option for large enterprises with $100K+ AI budgets that need a publicly traded, globally scaled engineering partner.. The right choice depends on your project size, budget, and required tech stack.

Addepto vs EPAM Systems: head-to-head summary

Criterion Addepto EPAM Systems
Founded 2018 1993
HQ Warsaw, Poland Newtown, Pennsylvania, United States
Team size 50–100 50,000+
Rating 4.3 / 5 4.0 / 5
Best for Companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk. Large enterprises with $100K+ AI budgets that need a publicly traded, globally scaled engineering partner.
Pricing model Project-based, consulting retainer Time & materials, managed engagement
Min. engagement Not published $100,000+
Primary tech stack Python, TensorFlow, AWS AWS SageMaker, Azure ML, Databricks
Industries served FinTech, Manufacturing, Retail & E-commerce FinTech, Healthcare, Retail & E-commerce, Manufacturing, Telecom

Addepto vs EPAM Systems: overview

Addepto

Addepto was founded in Warsaw in 2018 by Data Science enthusiasts Edwin Lisowski and Artur Haponik, delivering AI consulting and data-driven solutions recognized by Forbes, Deloitte, and the Financial Times. In December 2025, Addepto was acquired by KMS Technology, and prospective clients should confirm how delivery teams, pricing, and leadership continuity have changed post-acquisition. Reported employee counts vary from roughly 11–50 to 72, reflecting the transition period around the acquisition.

EPAM Systems

EPAM Systems, Inc. (NYSE: EPAM) has operated since 1993 and has become one of the largest global digital transformation and engineering services providers, with a workforce in the tens of thousands. Its AI development services span generative AI, machine learning consulting, and intelligent automation, delivered by consultants, designers, and engineers who have worked with AI technologies for decades, and Clutch lists a minimum project size of $100,000+ with $150–$199/hr average rates. As a large publicly traded firm, EPAM offers the deepest compliance and financial transparency in this list, at a correspondingly higher entry price point.

Services and capabilities: Addepto vs EPAM Systems

Capability Addepto EPAM Systems
Custom ML Models
Computer Vision
NLP
MLOps
Generative AI
AI Consulting

Tech stack comparison: Addepto vs EPAM Systems

Framework / platform Addepto EPAM Systems
TensorFlow N/A
PyTorch N/A N/A
AWS
Azure
Google Cloud N/A N/A
LangChain N/A N/A
Hugging Face N/A N/A
Kubernetes N/A

Pricing comparison: Addepto vs EPAM Systems

Criterion Addepto EPAM Systems
Minimum engagement Not published $100,000+
Engagement models Project-based, Consulting retainer Managed engagement, Time & materials, Staff augmentation
Rate transparency Not public Minimum disclosed
Price tier Mid-market Mid-market

Target audience comparison: Addepto vs EPAM Systems

Dimension Addepto EPAM Systems
Best company size Startup to mid-market Startup to mid-market
Best industries FinTech, Manufacturing, Retail & E-commerce FinTech, Healthcare, Retail & E-commerce
Best use cases Company wants an AI consultancy with independent press recognition for vendor due diligence., Client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. Large enterprise with a $100K+ budget needs a publicly traded vendor for AI/ML procurement compliance requirements., Fortune 500 company needs generative AI deployed at global scale with responsible-AI governance built in.
Typical project type Project-based Managed engagement

Addepto vs EPAM Systems: pros and cons

Addepto
+ Press recognition from Forbes, Deloitte, and the Financial Times provides independent third-party validation beyond client testimonials.
+ Founder-led AI consulting model since 2018, prior to being acquired.
+ Now backed by KMS Technology's broader resources post-acquisition, which may add delivery capacity.
- Acquired by KMS Technology in December 2025 — leadership continuity, pricing, and delivery-team stability during integration are unconfirmed.
- Reported headcount varies significantly across sources (11–50 vs. 72), making current team size hard to pin down.
- Recent acquisition means the company's standalone track record may not reflect how engagements are run going forward.
EPAM Systems
+ Publicly traded on the NYSE, giving clients access to audited financial disclosures unavailable from private competitors.
+ 50,000+ global workforce provides essentially unlimited delivery capacity for the largest enterprise AI programs.
+ 31+ years of engineering history (since 1993) predates the current AI hiring wave by decades.
+ AI/generative AI practice spans strategy through production deployment and responsible-AI compliance, covering the full enterprise lifecycle.
+ Scale/compliance standout among the researched companies — the clearest choice for regulated, large-budget enterprise programs.
- $100,000+ minimum project size (per Clutch) puts EPAM out of reach for startups and mid-market budgets under six figures.
- $150–$199/hr rate band is among the highest in this list, reflecting large-firm overhead.
- At 50,000+ employees, AI/ML is one practice among dozens — clients should confirm they're getting a dedicated AI pod, not a generalist team.

Who should choose Addepto?

Addepto is the right choice for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk..

AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology.. Minimum engagement starts at Not published. Works best with clients in FinTech, Manufacturing, Retail & E-commerce.

Who should choose EPAM Systems?

EPAM Systems is the right choice for large enterprises with $100K+ AI budgets that need a publicly traded, globally scaled engineering partner..

Public-company (NYSE: EPAM) scale and compliance rigor, with 30+ years of engineering history predating the AI wave.. Minimum engagement starts at $100,000+. Works best with clients in FinTech, Healthcare, Retail & E-commerce, Manufacturing, Telecom.

Decision matrix: Addepto vs EPAM Systems

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 Check each company's engagement model
Your budget is at the lower end Compare: Addepto (Not published) vs EPAM Systems ($100,000+)
You need specialist depth in a specific vertical EPAM Systems
You need production MLOps support after model launch EPAM Systems
You need consulting before committing to a build Addepto

Use case fit: Addepto vs EPAM Systems

Use case Addepto fit EPAM Systems fit Winner
Company wants an AI consultancy with independent press recognition for vendor due diligence. Strong Strong Both equally
Client is comfortable evaluating a firm mid-acquisition and confirming continuity directly before signing. Strong Limited Addepto
Large enterprise with a $100K+ budget needs a publicly traded vendor for AI/ML procurement compliance requirements. Limited Strong EPAM Systems
Fortune 500 company needs generative AI deployed at global scale with responsible-AI governance built in. Limited Strong EPAM Systems
Fixed-scope ML build Limited Limited Both equally
Ongoing model retraining Limited Limited Both equally

Verdict: Addepto vs EPAM Systems

Addepto (4.3/5) is the stronger overall choice for most Machine Learning Development projects. AI consulting boutique with third-party press recognition (Forbes, Deloitte, Financial Times), now part of KMS Technology.. It is best for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk..

EPAM Systems (4.0/5) is the better choice when large enterprises with $100K+ AI budgets that need a publicly traded, globally scaled engineering partner.. If your situation matches those criteria, EPAM Systems is a competitive option.

Related comparisons

Addepto vs EPAM Systems FAQ

Is Addepto better than EPAM Systems?

Addepto (4.3/5) scores higher overall, but "better" depends on your use case. Addepto is better for companies seeking a Forbes/Deloitte-recognized AI consultancy, provided they factor in post-acquisition integration risk.. EPAM Systems is better for large enterprises with $100K+ AI budgets that need a publicly traded, globally scaled engineering partner..

How do Addepto and EPAM Systems differ in pricing?

Addepto uses project-based, consulting retainer pricing with a minimum engagement of Not published. EPAM Systems uses time & materials, managed engagement pricing with a minimum engagement of $100,000+. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Addepto or EPAM Systems?

Addepto 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 Addepto and EPAM Systems?

Addepto's primary differentiator is: ai consulting boutique with third-party press recognition (forbes, deloitte, financial times), now part of kms technology.. EPAM Systems's primary differentiator is: public-company (nyse: epam) scale and compliance rigor, with 30+ years of engineering history predating the ai wave.. They also differ in team size (50–100 vs 50,000+), minimum engagement (Not published vs $100,000+), and primary industries served (FinTech, Manufacturing vs FinTech, Healthcare).

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