Quantiphi vs Coherent Solutions: full comparison for 2026
Quick verdict
Quantiphi (4.3/5) edges ahead of Coherent Solutions (3.9/5) overall. Quantiphi is the better choice for large document-heavy programs on Google Cloud or AWS. Coherent Solutions is the stronger option for product companies needing steady engineering capacity. The right choice depends on your project size, budget, and required tech stack.
Quantiphi vs Coherent Solutions: head-to-head summary
| Criterion | Quantiphi | Coherent Solutions |
|---|---|---|
| Founded | 2013 | 1995 |
| HQ | Marlborough, MA, USA | Minneapolis, MN, USA |
| Team size | 3,500+ | 2,000+ |
| Rating | 4.3 / 5 | 3.9 / 5 |
| Primary differentiator | Partner-of-the-year history with both Google Cloud and AWS on AI work | Three decades of product engineering with a data and AI practice |
| Pricing model | Fixed-scope projects, time & materials, and dedicated teams; rates on request | Dedicated teams and time & materials; $50–$99/hr (Clutch band) |
| Min. engagement | Not disclosed | $50,000+ (Clutch) |
| Primary tech stack | Vertex AI, AWS Bedrock, Snowflake | Azure OpenAI, AWS Bedrock, Snowflake |
| Industries served | Healthcare, Insurance, Financial services, Public sector, Media | Healthcare, Financial services, Media, SaaS |
Quantiphi vs Coherent Solutions: overview
Quantiphi
Quantiphi was founded in 2013, is headquartered in Marlborough, Massachusetts, and employs over 3,500 people, most of them in India. It reports 21 Google Cloud Partner of the Year awards over ten years and three AWS AI/ML Partner of the Year awards (per company materials; independently unverifiable). Document AI, contact-center AI, and healthcare and insurance workflows make up much of its integration work. Its size lets it staff large programs while still working only on AI and data.
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.
Services and capabilities: Quantiphi vs Coherent Solutions
| Capability | Quantiphi | Coherent Solutions |
|---|---|---|
| CRM / ERP integration | ✗ | ✗ |
| LLM API gateway & cost control | ✗ | ✓ |
| Document processing | ✓ | ✗ |
| Conversational AI | ✓ | ✗ |
| Agentic workflows | ✗ | ✗ |
| Fixed-price pilot | ✗ | ✗ |
| Managed services after launch | ✗ | ✗ |
Tech stack comparison: Quantiphi vs Coherent Solutions
| Framework / platform | Quantiphi | Coherent Solutions |
|---|---|---|
| Salesforce | N/A | N/A |
| SAP | N/A | N/A |
| Microsoft Dynamics 365 | N/A | N/A |
| HubSpot | N/A | N/A |
| Snowflake | ✓ | ✓ |
| Databricks | N/A | ✓ |
| BigQuery | ✓ | N/A |
| Azure OpenAI | N/A | ✓ |
| AWS Bedrock | ✓ | ✓ |
| Zendesk | N/A | N/A |
Pricing comparison: Quantiphi vs Coherent Solutions
| Criterion | Quantiphi | Coherent Solutions |
|---|---|---|
| Minimum engagement | Not disclosed | $50,000+ (Clutch) |
| Engagement models | Fixed-scope project, Time & materials, Dedicated team | Dedicated team, Time & materials |
| Rate transparency | Not public | Minimum disclosed |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Quantiphi vs Coherent Solutions
| Dimension | Quantiphi | Coherent Solutions |
|---|---|---|
| Best company size | Mid-market to enterprise | Mid-market to enterprise |
| Best industries | Healthcare, Insurance, Financial services | Healthcare, Financial services, Media |
| Best use cases | Claims and medical-record extraction for insurers, Contact-center assistants on Google Cloud | Predictive analytics for healthcare products, LLM features in an existing SaaS platform |
| Typical project type | Fixed-scope project | Dedicated team |
Quantiphi vs Coherent Solutions: pros and cons
| Quantiphi | |
|---|---|
| + | Partner depth on two hyperscalers instead of one. |
| + | Document AI and contact-center AI are mature practice areas. |
| + | Enough staff to run several workstreams in parallel. |
| + | A multi-year Google Cloud partnership announced in 2026 covers joint industry solutions. |
| - | Most delivery is offshore, so time-zone overlap with U.S. or EU teams is partial |
| - | Fixed-price pilots aren't advertised as a standard entry point |
| - | Award counts come from the company itself |
| Coherent Solutions | |
|---|---|
| + | Long operating history since 1995. |
| + | Clutch cost rating of 4.7. |
| + | Analytics and AI work share one team. |
| - | The $50K Clutch minimum rules out small tests |
| - | AI is a growing practice inside a generalist engineering firm |
| - | No packaged pilot or managed-service offer for AI |
Who should choose Quantiphi?
A typical fit: claims and medical-record extraction for insurers.
Partner-of-the-year history with both Google Cloud and AWS on AI work. Minimum engagement is not publicly disclosed. Works best with clients in Healthcare, Insurance, Financial services, Public sector, Media.
Who should choose Coherent Solutions?
A typical fit: predictive analytics for healthcare products.
Three decades of product engineering with a data and AI practice. Minimum engagement starts at $50,000+ (Clutch). Works best with clients in Healthcare, Financial services, Media, SaaS.
Decision matrix: Quantiphi vs Coherent Solutions
| Your situation | Recommended choice |
|---|---|
| You want a priced pilot before committing to a rollout | Neither advertises one; ask for a scoped pilot quote |
| You need someone to run and monitor the system after launch | Neither; plan for your own team to run it |
| Your budget is at the lower end | Compare: Quantiphi (Not disclosed) vs Coherent Solutions ($50,000+ (Clutch)) |
| The AI has to read and write in your CRM or ERP | Check each profile; neither lists CRM or ERP work |
| You need multi-step agents acting across systems | Neither lists agentic work |
| You need a large team for a multi-year program | Quantiphi |
Use case fit: Quantiphi vs Coherent Solutions
| Use case | Quantiphi fit | Coherent Solutions fit | Winner |
|---|---|---|---|
| Claims and medical-record extraction for insurers | Strong | Limited | Quantiphi |
| Contact-center assistants on Google Cloud | Strong | Limited | Quantiphi |
| Predictive analytics for healthcare products | Limited | Strong | Coherent Solutions |
| LLM features in an existing SaaS platform | Limited | Strong | Coherent Solutions |
Verdict: Quantiphi vs Coherent Solutions
Quantiphi (4.3/5) is the stronger overall choice for most AI Integration Services projects. Partner-of-the-year history with both Google Cloud and AWS on AI work.
Coherent Solutions (3.9/5) is worth a look if you need LLM features in an existing SaaS platform. If your situation matches that, Coherent Solutions is a competitive option.
Related comparisons
Quantiphi vs Coherent Solutions FAQ
Is Quantiphi better than Coherent Solutions?
Quantiphi (4.3/5) scores higher overall, but "better" depends on your use case. Quantiphi's strongest advantage: partner depth on two hyperscalers instead of one. Coherent Solutions's strongest advantage: long operating history since 1995.
How do Quantiphi and Coherent Solutions differ in pricing?
Quantiphi's pricing: fixed-scope projects, time & materials, and dedicated teams; rates on request. Coherent Solutions's pricing: dedicated teams and time & materials; $50–$99/hr (Clutch band) with a minimum engagement of $50,000+ (Clutch). Any hourly bands shown come from Clutch, not a published rate card, so a scoping call is still needed for a project quote.
Which is better for enterprise: Quantiphi or Coherent Solutions?
Quantiphi is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each provider before shortlisting.
What are the main differences between Quantiphi and Coherent Solutions?
Quantiphi's primary differentiator is: partner-of-the-year history with both Google Cloud and AWS on AI work. Coherent Solutions's primary differentiator is: three decades of product engineering with a data and AI practice. They also differ in team size (3,500+ vs 2,000+), minimum engagement (Not disclosed vs $50,000+ (Clutch)), and primary industries served (Healthcare, Insurance vs Healthcare, Financial services).
Verify all details directly with each provider before making a decision.