Best Generative AI Development Services

Cleveroad vs EPAM Systems: full comparison for 2026

Quick verdict

EPAM Systems (4.1/5) edges ahead of Cleveroad (4.0/5) overall. EPAM Systems is the better choice for global enterprises running generative AI at massive scale. Cleveroad is the stronger option for startups needing generative AI inside a mobile or web product. The right choice depends on your project size, budget, and required tech stack.

Cleveroad vs EPAM Systems: head-to-head summary

Criterion Cleveroad EPAM Systems
Founded 2011 1993
HQ Krakow, Poland Newtown, United States
Team size 113-200 62,000+
Rating 4.0 / 5 4.1 / 5
Primary differentiator Production-deployment discipline carried over from a decade of mobile and web delivery Public-company scale (NYSE: EPAM) with financial transparency few competitors offer
Pricing model Fixed project or dedicated team Retainer or dedicated team, enterprise contracting
Min. engagement Not disclosed Not disclosed
Primary tech stack Python, OpenAI API, React Native Python, OpenAI API, AWS
Industries served Retail & e-commerce, Healthcare, Logistics Financial services, Healthcare, Retail & e-commerce, Media & entertainment

Cleveroad vs EPAM Systems: overview

Cleveroad

Cleveroad has operated since 2011, though public sources disagree on headquarters, LinkedIn listing Claymont, Delaware while other trackers point to Krakow, Poland. Employee counts vary similarly, from roughly 113 up to a LinkedIn-reported 201-500. The firm's roots are in mobile and web development, with safe, production-grade generative AI deployment positioned as a newer strength built on that existing delivery discipline.

EPAM Systems

EPAM Systems dates to 1993, co-founded in New Jersey and Minsk by Arkadiy Dobkin and Leo Lozner, and has traded on the NYSE as an S&P 500 constituent since 2012. It employed roughly 62,850 people across more than 55 countries at the end of 2025, a scale category no other agency on this list approaches. Generative AI transformation engineering is a marketed practice area, but at this size it functions as part of a much larger digital engineering business rather than a standalone specialty.

Services and capabilities: Cleveroad vs EPAM Systems

Capability Cleveroad EPAM Systems
Generative AI
Machine learning
AI agents
MLOps
AI consulting
Fixed-price projects
Dedicated team model

Tech stack comparison: Cleveroad vs EPAM Systems

Framework / platform Cleveroad EPAM Systems
Python
OpenAI API
PyTorch N/A N/A
LangChain N/A N/A
AWS
Azure N/A
Kubernetes N/A N/A

Pricing comparison: Cleveroad vs EPAM Systems

Criterion Cleveroad EPAM Systems
Minimum engagement Not disclosed Not disclosed
Engagement models Fixed project, Dedicated team Dedicated team, Retainer
Rate transparency Not public Not public
Price tier Mid-market Mid-market

Target audience comparison: Cleveroad vs EPAM Systems

Dimension Cleveroad EPAM Systems
Best company size Startup to mid-market Startup to mid-market
Best industries Retail & e-commerce, Healthcare, Logistics Financial services, Healthcare, Retail & e-commerce
Best use cases Adding generative AI features to a mobile app already in production., Getting a startup MVP built with generative AI as one feature among several. Running a generative AI transformation program spanning multiple business units and regions., Needing a publicly-traded vendor for audit or procurement compliance reasons.
Typical project type Fixed project Dedicated team

Cleveroad vs EPAM Systems: pros and cons

Cleveroad
+ Mobile and web development roots translate into disciplined production deployment practices.
+ Over a decade of delivery history across startup and enterprise clients.
+ Operates across four continents, giving flexible timezone coverage.
+ Generative AI positioned as an addition to, not a replacement for, established delivery skills.
- Headquarters and employee count are reported inconsistently across public sources
- AI-specific case studies are less prominent than the firm's mobile and web development portfolio
EPAM Systems
+ Public-company financial disclosure that no private agency on this list can match.
+ Scale to staff several large generative AI programs across regions simultaneously.
+ S&P 500 membership lets enterprise procurement teams vet it through standard due diligence.
+ Partnerships span all three major cloud hyperscalers.
- Generative AI sits inside an enormous engineering business rather than as a dedicated specialty
- Scale generally means slower onboarding and higher minimum engagement than boutique firms

Who should choose Cleveroad?

A typical fit: adding generative AI features to a mobile app already in production.

Production-deployment discipline carried over from a decade of mobile and web delivery. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Healthcare, Logistics.

Who should choose EPAM Systems?

A typical fit: running a generative AI transformation program spanning multiple business units and regions.

Public-company scale (NYSE: EPAM) with financial transparency few competitors offer. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Healthcare, Retail & e-commerce, Media & entertainment.

Decision matrix: Cleveroad vs EPAM Systems

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Cleveroad
You need a large dedicated team for an ongoing programme Cleveroad
Your budget is at the lower end Compare: Cleveroad (Not disclosed) vs EPAM Systems (Not disclosed)
You need specialist depth in a specific vertical EPAM Systems
You need staff augmentation or team extension Neither; consider alternatives that offer staff aug
You need consulting before committing to a build EPAM Systems

Use case fit: Cleveroad vs EPAM Systems

Use case Cleveroad fit EPAM Systems fit Winner
Adding generative AI features to a mobile app already in production. Strong Limited Cleveroad
Getting a startup MVP built with generative AI as one feature among several. Strong Limited Cleveroad
Running a generative AI transformation program spanning multiple business units and regions. Limited Strong EPAM Systems
Needing a publicly-traded vendor for audit or procurement compliance reasons. Limited Strong EPAM Systems
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Cleveroad vs EPAM Systems

EPAM Systems (4.1/5) is the stronger overall choice for most Generative AI Development projects. Public-company scale (NYSE: EPAM) with financial transparency few competitors offer.

Cleveroad (4.0/5) is worth a look if you need getting a startup MVP built with generative AI as one feature among several. If your situation matches that, Cleveroad is a competitive option.

Related comparisons

Cleveroad vs EPAM Systems FAQ

Is Cleveroad better than EPAM Systems?

EPAM Systems (4.1/5) scores higher overall, but "better" depends on your use case. Cleveroad's strongest advantage: mobile and web development roots translate into disciplined production deployment practices. EPAM Systems's strongest advantage: public-company financial disclosure that no private agency on this list can match.

How do Cleveroad and EPAM Systems differ in pricing?

Cleveroad uses fixed project or dedicated team pricing. EPAM Systems uses retainer or dedicated team, enterprise contracting pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Cleveroad or EPAM Systems?

Cleveroad 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 Cleveroad and EPAM Systems?

Cleveroad's primary differentiator is: production-deployment discipline carried over from a decade of mobile and web delivery. EPAM Systems's primary differentiator is: public-company scale (NYSE: EPAM) with financial transparency few competitors offer. They also differ in team size (113-200 vs 62,000+), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Retail & e-commerce, Healthcare vs Financial services, Healthcare).

Verify all details directly with each company before making a decision.