Top AI Development Agencies

EPAM Systems vs Coherent Solutions: full comparison for 2026

Quick verdict

EPAM Systems (4.1/5) edges ahead of Coherent Solutions (3.9/5) overall. EPAM Systems is the better choice for global enterprises running AI programs at massive scale. Coherent Solutions is the stronger option for enterprises wanting AWS-certified delivery across nine countries. The right choice depends on your project size, budget, and required tech stack.

EPAM Systems vs Coherent Solutions: head-to-head summary

Criterion EPAM Systems Coherent Solutions
Founded 1993 1995
HQ Newtown, United States Minneapolis, United States
Team size 62,000+ 2,000+
Rating 4.1 / 5 3.9 / 5
Primary differentiator Public-company scale (NYSE: EPAM) with financial transparency few competitors offer Nine-country offshore delivery network built over three decades, backed by AWS Advanced Tier Services Partner status
Pricing model Retainer or dedicated team, enterprise contracting Dedicated team or retainer
Min. engagement Not disclosed Not disclosed
Primary tech stack Python, AWS, Azure Python, Java, .NET
Industries served Financial services, Healthcare, Retail & e-commerce, Media & entertainment Financial services, Fitness, Healthcare, Manufacturing, Life sciences, Technology

EPAM Systems vs Coherent Solutions: overview

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. AI transformation engineering is a marketed practice area, but at this size it functions as part of a much larger digital engineering and cloud transformation business rather than a standalone specialty.

Coherent Solutions

Igor Epshteyn founded Coherent Solutions in Minneapolis, Minnesota in 1995. Thirty years later, the company has grown into a 2,000+ engineer digital engineering firm with development centers across Belarus, Bulgaria, Moldova, Mexico, Lithuania, Ukraine, Georgia, Poland, and the United Kingdom, alongside its Minneapolis headquarters. It holds AWS Advanced Tier Services Partner status, was named a 2025 Clutch Global Award winner for AI, NLP, and Robotics services, and has ranked as the Minneapolis/St. Paul Business Journal's largest IT consulting firm for the fifth time in six years. AI and machine learning run inside that established engineering practice alongside data engineering and enterprise-scale delivery, rather than as a standalone AI unit.

Services and capabilities: EPAM Systems vs Coherent Solutions

Capability EPAM Systems Coherent Solutions
Generative AI ✓ ✗
Machine learning ✓ ✓
AI agents ✗ ✗
MLOps ✓ ✗
AI consulting ✓ ✗
Fixed-price projects ✗ ✗
Dedicated team model ✓ ✓

Tech stack comparison: EPAM Systems vs Coherent Solutions

Framework / platform EPAM Systems Coherent Solutions
Python ✓ ✓
PyTorch N/A ✓
TensorFlow N/A ✓
LangChain N/A N/A
AWS ✓ ✓
Azure ✓ ✓
Kubernetes ✓ ✓

Pricing comparison: EPAM Systems vs Coherent Solutions

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

Target audience comparison: EPAM Systems vs Coherent Solutions

Dimension EPAM Systems Coherent Solutions
Best company size Startup to mid-market Startup to mid-market
Best industries Financial services, Healthcare, Retail & e-commerce Financial services, Fitness, Healthcare
Best use cases Running an AI transformation program spanning multiple business units and regions at once., Needing a publicly-traded vendor for audit or procurement compliance reasons. Running an enterprise AI program that benefits from a nine-country delivery network and AWS partner-tier certification., Needing US-based contracting with offshore cost structures for a long-term engagement.
Typical project type Dedicated team Dedicated team

EPAM Systems vs Coherent Solutions: pros and cons

EPAM Systems
+ Public-company financial disclosure that no private agency on this list can match.
+ Scale to staff several large 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.
- AI sits inside an enormous engineering business rather than functioning as a dedicated specialty
- Scale generally means slower onboarding and higher minimum engagement than boutique firms
Coherent Solutions
+ Holds AWS Advanced Tier Services Partner status, a verified partner tier since 2019.
+ Won a 2025 Clutch Global Award for AI, NLP, and Robotics services, plus a Fall 2024 Clutch Global Honoree and Champion recognition.
+ Ranked the Minneapolis/St. Paul Business Journal's largest IT consulting firm for the fifth time in six years.
+ Nine-country delivery footprint (Belarus, Bulgaria, Moldova, Mexico, Lithuania, Ukraine, Georgia, Poland, and the United Kingdom) gives clients unusual flexibility on cost and timezone coverage.
+ Reports a 95% client retention rate with a 2,000+ engineer team supporting mid-to-large enterprise engagements.
- AI and machine learning are delivered inside an established general engineering practice, not as a dedicated AI unit
- Less AI-specific marketing and case-study depth than agencies built around AI from the start

Who should choose EPAM Systems?

A typical fit: running an AI transformation program spanning multiple business units and regions at once.

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.

Who should choose Coherent Solutions?

A typical fit: running an enterprise AI program that benefits from a nine-country delivery network and AWS partner-tier certification.

Nine-country offshore delivery network built over three decades, backed by AWS Advanced Tier Services Partner status. Minimum engagement is not publicly disclosed. Works best with clients in Financial services, Fitness, Healthcare, Manufacturing, Life sciences, Technology.

Decision matrix: EPAM Systems vs Coherent Solutions

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 EPAM Systems
Your budget is at the lower end Compare: EPAM Systems (Not disclosed) vs Coherent Solutions (Not disclosed)
You need specialist depth in a specific vertical Coherent Solutions
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: EPAM Systems vs Coherent Solutions

Use case EPAM Systems fit Coherent Solutions fit Winner
Running an AI transformation program spanning multiple business units and regions at once. Strong Strong Both equally
Needing a publicly-traded vendor for audit or procurement compliance reasons. Strong Strong Both equally
Running an enterprise AI program that benefits from a nine-country delivery network and AWS partner-tier certification. Strong Strong Both equally
Needing US-based contracting with offshore cost structures for a long-term engagement. Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: EPAM Systems vs Coherent Solutions

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

Coherent Solutions (3.9/5) is worth a look if you need needing US-based contracting with offshore cost structures for a long-term engagement. If your situation matches that, Coherent Solutions is a competitive option.

Related comparisons

EPAM Systems vs Coherent Solutions FAQ

Is EPAM Systems better than Coherent Solutions?

EPAM Systems (4.1/5) scores higher overall, but "better" depends on your use case. EPAM Systems's strongest advantage: public-company financial disclosure that no private agency on this list can match. Coherent Solutions's strongest advantage: holds AWS Advanced Tier Services Partner status, a verified partner tier since 2019.

How do EPAM Systems and Coherent Solutions differ in pricing?

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

Which is better for enterprise: EPAM Systems or Coherent Solutions?

EPAM Systems 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 EPAM Systems and Coherent Solutions?

EPAM Systems's primary differentiator is: public-company scale (NYSE: EPAM) with financial transparency few competitors offer. Coherent Solutions's primary differentiator is: nine-country offshore delivery network built over three decades, backed by AWS Advanced Tier Services Partner status. They also differ in team size (62,000+ vs 2,000+), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Financial services, Healthcare vs Financial services, Fitness).

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