Coherent Solutions
Minneapolis software product development firm since 1995
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. Its core business is software product development and consulting, with AI consulting 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
| Service area |
|---|
| AI Consulting |
| 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 pros and cons
| Advantages | Things to consider |
|---|---|
| +Nine-country delivery footprint gives clients unusual flexibility on cost and timezone coverage. | -AI consulting 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 Consulting companies.
| Company | Best for | Key difference | Rating | Compare |
|---|---|---|---|---|
| Tensorway | Buyers wanting consulting and build from the same... | Documented 11-step consulting methodology, from data profiling through model validation | 4.8 | Full comparison |
| QuantumBlack, AI by McKinsey | Enterprises wanting McKinsey-backed AI strategy with real engineering... | Formula 1 analytics origin, now McKinsey's dedicated 1,000-plus person AI arm | 4.6 | Full comparison |
| BCG X | Enterprises wanting BCG strategy paired with an in-house... | 3,000-plus in-house technologists building solutions, not just advising on them | 4.5 | Full comparison |
| IBM Consulting | IBM-platform enterprises wanting AI consulting tied to watsonx. | 160,000-person global consultancy with direct ties to IBM's own AI platform | 4.3 | Full comparison |
| Cognizant | Large enterprises wanting AI consulting from an established... | 349,800-person global IT services firm repositioning explicitly around AI delivery | 4.2 | Full comparison |
| Capgemini Invent | European enterprises wanting AI strategy from a Paris-based... | 17,000-plus person strategy and design brand backed by the wider Capgemini Group | 4.2 | Full comparison |
| Deloitte | Global enterprises wanting AI strategy from a Big... | Largest professional services network globally, with a dedicated AI Institute | 4.1 | Full comparison |
| PwC | Enterprises wanting AI consulting bundled with broader Big... | 370,000-person global network with AI consulting inside its digital transformation practice | 4.1 | Full comparison |
| KPMG | Enterprises wanting productized AI tools alongside Big Four... | Named AI products (aIQ, Mystro) rather than purely bespoke consulting engagements | 4.1 | Full comparison |
| EPAM Systems | Enterprises wanting AI consulting paired directly with engineering... | Engineering-heavy consulting model, pairing strategy advisors with the technical build team | 4.1 | Full comparison |
| Accenture | Global enterprises running AI consulting across many business... | 60,000-plus trained generative AI practitioners inside a global consulting organization | 4.1 | Full comparison |
| Infosys | Global enterprises needing AI consulting inside a full... | One of the world's largest IT services firms with a dedicated London-based consulting arm | 4.0 | Full comparison |
| Grid Dynamics | Enterprises wanting a publicly-audited AI consulting and delivery... | Nasdaq listing (GDYN) with quarterly financial disclosure | 4.0 | Full comparison |
| Andersen | Enterprises wanting AI consulting paired with broad platform... | 3,500-plus specialists across 20 global offices with a named AI consulting practice | 4.0 | Full comparison |
| ITRex Group | Enterprises wanting AI strategy grounded in existing data... | Fifteen-plus years combining AI consulting with the data engineering it depends on | 4.0 | Full comparison |
| Sigma Software Group | Nordic and EU enterprises wanting AI consulting from... | Nordic (Swedish) legal entity, distinct from the Central and Eastern European base most peers use | 4.0 | Full comparison |
| Exadel | Enterprises wanting AI consulting as part of a... | Over 25 years of enterprise technology consulting history predating most AI-focused competitors | 4.0 | Full comparison |
| N-iX | Enterprises wanting AI readiness assessment paired with cloud... | 50-plus delivered AI projects with named enterprise clients like Bosch and Siemens | 4.0 | Full comparison |
| Innowise Group | Buyers wanting AI consulting with a direct path... | AI consulting as an entry point into full-cycle delivery under one 2,000-plus person firm | 4.0 | Full comparison |
| Valiance Solutions | Government agencies needing explainable AI strategy. | Real government procurement experience, uncommon among AI consultancies | 3.9 | Full comparison |
| HYS Enterprise | EU clients wanting Netherlands-based AI consulting with Poland... | Amsterdam legal entity with an Eastern European delivery hub for EU-based contracting | 3.9 | Full comparison |
| Belitsoft | Teams wanting AI consulting from an established staff... | Twenty years of outsourcing delivery with AI consulting added as a distinctly recent practice | 3.9 | Full comparison |
| DataRoot Labs | Startups needing applied AI research consulting capacity. | Research-oriented engagement style built for startup speed, not enterprise procurement | 3.9 | Full comparison |
| InData Labs | Teams needing data science consulting before an AI... | Data-science-first heritage predating the generative AI branding wave | 3.9 | Full comparison |
| SoftKraft | Startups on tight budgets needing AI strategy advice. | Small dedicated team priced for startup budgets, not enterprise rates | 3.9 | Full comparison |
| Softermii | Teams needing AI consulting inside a broader product... | Full-stack product development capability layered with newer AI consulting service lines | 3.9 | Full comparison |
| Simform | Enterprises pairing AI consulting with a larger cloud... | 1,400-plus engineers spanning six continents inside one accountable vendor | 3.9 | Full comparison |
| 10Pearls | Enterprises wanting AI consulting bundled with digital transformation. | Two decades of digital transformation delivery with AI consulting as an established add-on | 3.9 | Full comparison |
| DataArt | Enterprises in finance or healthcare needing AI consulting... | Nearly 30 years of engineering history across 30-plus global delivery locations | 3.9 | Full comparison |
| Intellectsoft | Enterprises wanting AI consulting alongside blockchain or IoT... | Combines AI consulting with blockchain and IoT engineering under one roof | 3.9 | Full comparison |
| 10Clouds | Product teams wanting AI strategy folded into UX... | AI consulting treated as one integrated capability inside full product design | 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 AI consulting with a choice of global delivery locations. 2,200 team size. Key consideration: AI consulting 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: documented 11-step consulting methodology, from data profiling through model validation
- QuantumBlack, AI by McKinsey: formula 1 analytics origin, now mckinsey's dedicated 1,000-plus person ai arm
- BCG X: 3,000-plus in-house technologists building solutions, not just advising on them
Compare Coherent Solutions with other AI Consulting companies
Verify all details directly with Coherent Solutions before making a decision.