Coherent Solutions
Minneapolis product engineering firm with 2,000+ staff and a growing AI share of work
What is Coherent Solutions?
Coherent Solutions was founded in Minneapolis in 1995 and has more than 2,000 employees in 10 countries. Clutch shows about 30% of its listed work as AI development, alongside data analytics and cloud. It has a 4.7 Clutch rating across 30 reviews in one regional ranking. Clutch lists a $50–$99 hourly band and a $50,000 minimum, and the firm suits product companies that want a steady engineering partner more than a short AI pilot.
Coherent Solutions works primarily with clients in Healthcare, Financial services, Media, SaaS sectors. Its primary differentiator is: Three decades of product engineering with a data and AI practice.
Coherent Solutions tech stack and services
| Service area |
|---|
| Data Platform Integration |
| Predictive Analytics |
| LLM API Integration |
Coherent Solutions pricing
Short answer: Coherent Solutions prices its work as follows: dedicated teams and time & materials; $50–$99/hr (Clutch band). Minimum engagement starts at $50,000+ (Clutch).
| Engagement model | Typical range | Best for |
|---|---|---|
| Dedicated team | Monthly team rate; not public | Continuing the build after a pilot |
| Time & materials | Hourly; see pricing model above | Scope that will change as you learn |
Coherent Solutions pros and cons
| Advantages | Things to consider |
|---|---|
| +Long operating history since 1995. | -The $50K Clutch minimum rules out small tests |
| +Clutch cost rating of 4.7. | -AI is a growing practice inside a generalist engineering firm |
| +Analytics and AI work share one team. | -No packaged pilot or managed-service offer for AI |
Coherent Solutions vs alternatives
How Coherent Solutions compares to the other top AI Integration Services providers.
| Company | Best for | Key difference | Rating | Compare |
|---|---|---|---|---|
| Tensorway | Buyers who want a priced pilot before a... | Fixed-price audit and pilot, with the per-request API cost modeled before rollout | 4.8 | Full comparison |
| Provectus | AWS-centric companies adding generative AI. | AWS Premier Tier status with a gen-AI practice built around Bedrock | 4.6 | Full comparison |
| Slalom | Mid-size and large firms on several platforms at... | Partner depth across Snowflake, Microsoft, Salesforce, and OpenAI in one firm | 4.5 | Full comparison |
| Neurons Lab | Banks and insurers piloting AI agents. | AWS Generative AI competency combined with a financial-services client base | 4.5 | Full comparison |
| deepsense.ai | Teams needing RAG and evaluation done properly. | Evaluation frameworks that test model output before it reaches users | 4.5 | Full comparison |
| RTS Labs | U.S. firms needing onshore-only delivery. | All-U.S. engineering team and early MCP integration work | 4.4 | Full comparison |
| Coastal Cloud | Salesforce customers rolling out Agentforce. | Summit-tier Salesforce practice concentrated on Agentforce and Data Cloud | 4.4 | Full comparison |
| Hitachi Solutions | Dynamics 365 shops adding Copilot. | A practice that works only on Microsoft technology, centered on Dynamics 365 | 4.4 | Full comparison |
| Datatonic | Companies whose data already lives in BigQuery. | Google Cloud focus with LLMOps tooling for monitored production models | 4.3 | Full comparison |
| Quantiphi | Large document-heavy programs on Google Cloud or AWS. | Partner-of-the-year history with both Google Cloud and AWS on AI work | 4.3 | Full comparison |
| Addepto | Manufacturers connecting AI to engineering data. | Integration work with industrial systems such as SCADA, CAD, and PLM | 4.3 | Full comparison |
| Master of Code Global | Support teams adding chat or voice agents. | Dedicated conversation designers working beside the engineers | 4.3 | Full comparison |
| Perficient | Mid-market Salesforce or Microsoft customers. | Agentforce capability expanded through the Kelley Austin acquisition | 4.2 | Full comparison |
| Avanade | Large Microsoft-standardized enterprises. | Microsoft-only scale, with Accenture as majority owner | 4.2 | Full comparison |
| Grid Dynamics | Retailers adding agentic commerce features. | Packaged agentic platforms (GAIN) sitting on top of custom engineering | 4.2 | Full comparison |
| Thoughtworks | Engineering-led teams with strict code standards. | Engineering practice reputation applied to AI-first delivery | 4.2 | Full comparison |
| Deloitte | Regulated enterprises needing audit-grade controls. | Risk, audit, and regulatory teams working next to the integrators | 4.1 | Full comparison |
| EPAM Systems | Enterprises with multi-year engineering budgets. | Engineering capacity across Europe, India, and the Americas for long AI programs | 4.1 | Full comparison |
| Globant | Buyers wanting subscription pricing on AI delivery. | AI Pods priced by output or consumption instead of hours | 4.1 | Full comparison |
| InData Labs | Smaller budgets, analytics and document AI. | Predictive analytics depth at mid-band European rates | 4.1 | Full comparison |
| Capgemini | Global firms outsourcing AI-run back-office processes. | Business-process outsourcing combined with agentic AI after the WNS deal | 4.0 | Full comparison |
| Persistent Systems | Cost-conscious enterprises with offshore teams. | Offshore engineering scale with its own gen-AI delivery platform | 4.0 | Full comparison |
| SoftServe | Document AI projects on Google Cloud. | Google Cloud Premier status with Document AI expertise | 4.0 | Full comparison |
| Azumo | U.S. startups wanting nearshore AI engineers. | Latin American engineers working U.S. hours | 4.0 | Full comparison |
| STX Next | Python-heavy product teams. | Python engineering depth applied to AI and data work | 4.0 | Full comparison |
| Miquido | Consumer apps adding AI features. | Product design and mobile skills around the AI work | 3.9 | Full comparison |
| Koombea | Product teams wanting fixed-scope AI sprints. | Story-point-scoped AI Pods in two-week cycles | 3.9 | Full comparison |
| ScienceSoft | Tight budgets needing a small first project. | Lowest published entry point on this list ($5K Clutch minimum) | 3.9 | Full comparison |
| Svitla Systems | Long-term AI team extension. | Dedicated teams split across Latin America and Eastern Europe | 3.9 | Full comparison |
| N-iX | Enterprises connecting AI to SAP data. | SAP, Snowflake, and Palantir partnerships in one engineering firm | 3.9 | Full comparison |
| Vention | Funded startups needing AI developers fast. | Large developer pool for startup and scale-up teams | 3.8 | Full comparison |
| Itransition | Companies bundling AI with wider IT work. | AI/ML center of excellence within a wide IT services catalog | 3.8 | Full comparison |
| LeewayHertz | Buyers open to a platform-based build. | ZBrain platform for assembling enterprise AI apps | 3.8 | Full comparison |
Coherent Solutions FAQ
What is Coherent Solutions?
Minneapolis product engineering firm with 2,000+ staff and a growing AI share of work
How much does Coherent Solutions charge?
Pricing model: dedicated teams and time & materials; $50–$99/hr (Clutch band). Minimum engagement starts at $50,000+ (Clutch). A discovery call is required to get project-specific quotes.
What tech stack does Coherent Solutions use?
Coherent Solutions works with Azure OpenAI, AWS Bedrock, Snowflake, Databricks, Power BI. Primary industries served include Healthcare, Financial services, Media, SaaS.
Is Coherent Solutions right for enterprise?
Best for: product companies needing steady engineering capacity. Team size: 2,000+. Key consideration: The $50K Clutch minimum rules out small tests.
What are the best Coherent Solutions alternatives?
The best alternatives to Coherent Solutions depend on your use case. Top options are:
- Tensorway: fixed-price audit and pilot, with the per-request API cost modeled before rollout
- Provectus: AWS Premier Tier status with a gen-AI practice built around Bedrock
- Slalom: partner depth across Snowflake, Microsoft, Salesforce, and OpenAI in one firm
Compare Coherent Solutions with other AI Integration Services providers
Verify all details directly with Coherent Solutions before making a decision.