Coherent Solutions
Minneapolis software product development firm since 1995
Founded 1995 | Minneapolis, United States | 2,200 employees
Machine LearningEnterprise AIData Engineering
What is Coherent Solutions?
Coherent Solutions was founded in 1995 by Igor Epshteyn in Minneapolis, Minnesota, and reported roughly 2,200 employees as of 2023. The company runs offshore development offices across Belarus, Bulgaria, Moldova, Mexico, Lithuania, Ukraine, Romania, Georgia, and Poland, giving it one of the broadest nearshore and offshore footprints on this list. Its core business is software product development and consulting, with AI and machine learning delivered as part of that established practice rather than marketed as a separate, dedicated AI unit.
Coherent Solutions works primarily with clients in Financial services, Healthcare, Manufacturing sectors. Its primary differentiator is: Nine-country offshore delivery network built over three decades.
Coherent Solutions tech stack and services
PythonAWSAzure.NETJava
| Service area |
|---|
| Machine Learning |
| Enterprise AI |
| Data Engineering |
Coherent Solutions pricing
Short answer: Coherent Solutions uses a dedicated team or retainer pricing approach. Minimum engagement is not publicly disclosed; a discovery call is required.
| Engagement model | Typical range | Best for |
|---|---|---|
| Dedicated team | Variable; depends on team size | Large programmes or team augmentation |
| Retainer | Monthly rate; not public | Ongoing AI engineering |
Coherent Solutions does not publish a public rate card. Contact them directly via their website to get project-specific pricing.
Coherent Solutions pros and cons
| Advantages | Things to consider |
|---|---|
| +Nine-country delivery footprint gives clients unusual flexibility on cost and timezone coverage. | -AI is delivered inside an established general software practice, not as a dedicated unit |
| +Nearly three decades of software product development history. | -Less AI-specific marketing and case-study depth than firms built around AI from the start |
| +2,200 employees support mid-to-large enterprise engagements. | |
| +US headquarters simplifies contracting while delivery stays cost-competitive offshore. |
Coherent Solutions vs alternatives
How Coherent Solutions compares to the other top AI Development companies.
| Company | Best for | Key difference | Rating | Compare |
|---|---|---|---|---|
| Tensorway | Regulated-industry teams needing compliant, production AI. | Full IP transfer plus GDPR/HIPAA/ISO-certified delivery on every engagement | 4.8 | Full comparison |
| BlueLabel | Product teams wanting AI features tied to real... | Decade of product-design discipline applied to LLM and agent engineering | 4.6 | Full comparison |
| Markovate | Startups needing a dedicated AI product partner, not... | Ten years of AI-only positioning predating the current generative AI wave | 4.5 | Full comparison |
| DataRoot Labs | Data-heavy startups needing applied ML research capacity. | R&D-style engagement model built for startups, not enterprise procurement | 4.4 | Full comparison |
| ITRex Group | Enterprises needing AI tied to existing data infrastructure. | Fifteen years pairing AI delivery with the underlying data engineering it depends on | 4.3 | Full comparison |
| Valiance Solutions | Government and public-sector bodies needing decision-support AI. | Built specifically around public-sector and government AI procurement, not consumer AI | 4.2 | Full comparison |
| BotsCrew | SMBs wanting a dedicated conversational AI specialist. | Chatbot and agent development as the sole focus since founding, not an added service line | 4.2 | Full comparison |
| EPAM Systems | Fortune 500 buyers needing AI at global engineering... | Public company scale (NYSE: EPAM) with AI folded into a much larger engineering practice | 4.1 | Full comparison |
| Grid Dynamics | Enterprises wanting a public, auditable AI engineering partner. | Nasdaq-listed (GDYN) with quarterly financial disclosure most competitors don't provide | 4.1 | Full comparison |
| LeewayHertz | Buyers wanting broad AI service coverage under one... | Backed by The Hackett Group's consulting and benchmarking network post-acquisition | 4.1 | Full comparison |
| InData Labs | Teams needing data science depth before an AI... | Data-science-first practice rather than a generative-AI-branded service line | 4.1 | Full comparison |
| Master of Code Global | Enterprises standardizing conversational AI across channels. | Two decades focused specifically on enterprise conversational AI, longer than most on this list | 4.0 | Full comparison |
| Softermii | Teams needing AI features built into a broader... | Full-stack product development capability alongside newer AI service lines | 4.0 | Full comparison |
| SoftKraft | Startups on a budget needing data-driven MVP work. | Small dedicated team pricing squarely at startup and SME budgets, not enterprise rates | 4.0 | Full comparison |
| N-iX | Enterprises wanting AI paired with cloud and embedded... | 50-plus delivered AI projects backed by named enterprise clients like Bosch and Siemens | 4.0 | Full comparison |
| Innowise Group | Buyers wanting one vendor to cover every AI... | Full-cycle coverage of nearly every AI service category under a single 2,000-plus person firm | 4.0 | Full comparison |
| 10Clouds | Product teams wanting AI folded into UX and... | AI treated as one integrated capability inside full product design and development | 4.0 | Full comparison |
| Cleveroad | Startups needing AI features inside a mobile or... | Production-deployment discipline carried over from a decade of mobile and web delivery | 4.0 | Full comparison |
| Accenture | Global enterprises running AI transformation across many business... | 60,000-plus trained generative AI practitioners inside a global consulting organization | 4.0 | Full comparison |
| AtliQ Technologies | Budget-conscious teams wanting AI added to a product... | US and India presence at startup-friendly pricing for a firm founded in 2017 | 3.9 | Full comparison |
| Simform | Enterprises pairing AI with a larger cloud engineering... | 1,400-plus engineers spanning six continents inside one accountable vendor | 3.9 | Full comparison |
| 10Pearls | Enterprises wanting AI bundled with digital transformation work. | Two decades of digital transformation delivery with AI as an established add-on practice | 3.9 | Full comparison |
| DataArt | Enterprises in finance or healthcare needing AI at... | Nearly 30 years of engineering history across 30-plus global delivery locations | 3.9 | Full comparison |
| Intellectsoft | Enterprises wanting AI alongside blockchain or IoT work. | Combines AI with blockchain and IoT engineering under one roof | 3.9 | Full comparison |
| Debut Infotech | Mobile-first products needing AI features added on. | Mobile and digital product development background with AI layered on top | 3.9 | Full comparison |
| eSparkBiz | Cost-sensitive teams needing certified AI-adjacent delivery. | CMMI Level 3 and ISO 9001 certification uncommon among firms this size | 3.9 | Full comparison |
| Growexx | Startups wanting fast-growing engineering capacity with AI. | Younger, fast-scaling team actively expanding a dedicated AI division | 3.9 | Full comparison |
| TechAhead | Mobile app teams wanting AI added without switching... | US and India dual headquarters with 22% year-over-year headcount growth reported | 3.9 | Full comparison |
| Intuz | IoT-heavy products needing AI layered on top of... | AI paired specifically with IoT delivery experience, not offered separately | 3.9 | Full comparison |
| HYS Enterprise | EU clients wanting Netherlands-based contracting with Poland delivery. | Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting | 3.9 | Full comparison |
| Iflexion | Enterprises wanting AI from a long-established custom software... | Over 25 years of custom software delivery history predating most AI-focused competitors | 3.9 | Full comparison |
| Infosys | Global enterprises needing AI inside a full IT... | One of the world's largest IT services firms with a dedicated London-based consulting arm | 3.9 | Full comparison |
Coherent Solutions FAQ
What is Coherent Solutions?
Minneapolis software product development firm since 1995
How much does Coherent Solutions charge?
Coherent Solutions uses dedicated team or retainer pricing. Minimum engagement is not publicly disclosed. A discovery call is required to get project-specific quotes.
What tech stack does Coherent Solutions use?
Coherent Solutions works with Python, AWS, Azure, .NET, Java. Primary industries served include Financial services, Healthcare, Manufacturing.
Is Coherent Solutions right for enterprise?
Enterprises wanting broad global delivery footprint flexibility. 2,200 team size. Key consideration: AI is delivered inside an established general software practice, not as a dedicated unit.
What are the best Coherent Solutions alternatives?
The best alternatives to Coherent Solutions depend on your use case. Top options are:
- Tensorway: full ip transfer plus gdpr/hipaa/iso-certified delivery on every engagement
- BlueLabel: decade of product-design discipline applied to llm and agent engineering
- Markovate: ten years of ai-only positioning predating the current generative ai wave
Compare Coherent Solutions with other AI Development companies
Coherent Solutions vs Tensorway Coherent Solutions vs BlueLabel Coherent Solutions vs Markovate Coherent Solutions vs DataRoot Labs Coherent Solutions vs ITRex Group Coherent Solutions vs Valiance Solutions Coherent Solutions vs BotsCrew Coherent Solutions vs EPAM Systems Coherent Solutions vs Grid Dynamics Coherent Solutions vs LeewayHertz Coherent Solutions vs InData Labs Coherent Solutions vs Master of Code Global Coherent Solutions vs Softermii Coherent Solutions vs SoftKraft Coherent Solutions vs N-iX Coherent Solutions vs Innowise Group Coherent Solutions vs 10Clouds Coherent Solutions vs Cleveroad Coherent Solutions vs Accenture Coherent Solutions vs AtliQ Technologies Coherent Solutions vs Simform Coherent Solutions vs 10Pearls Coherent Solutions vs DataArt Coherent Solutions vs Intellectsoft Coherent Solutions vs Debut Infotech Coherent Solutions vs eSparkBiz Coherent Solutions vs Growexx Coherent Solutions vs TechAhead Coherent Solutions vs Intuz Coherent Solutions vs HYS Enterprise Coherent Solutions vs Iflexion Coherent Solutions vs Infosys
Verify all details directly with Coherent Solutions before making a decision.