Quantiphi vs Markovate: full comparison for 2026
Quick verdict
Quantiphi (4.3/5) edges ahead of Markovate (3.9/5) overall. Quantiphi is the better choice for google Cloud estates, high-volume document AI. Markovate is the stronger option for startups wanting a quick generative AI build. The right choice depends on your project size, budget, and required tech stack.
Quantiphi vs Markovate: head-to-head summary
| Criterion | Quantiphi | Markovate |
|---|---|---|
| Founded | 2013 | 2015 |
| HQ | Marlborough, MA, USA | San Francisco, CA, USA |
| Team size | 3,500+ | 50–200 |
| Rating | 4.3 / 5 | 3.9 / 5 |
| Primary differentiator | Premier partner on both Google Cloud and AWS, with a long run of Document AI and contact-centre deployments | Generative AI app builds for startups with a fast proof-of-concept focus |
| Pricing model | Fixed-price and T&M with offshore-weighted rates; rates on request | Fixed-price and T&M; rates on request |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Google Vertex AI, Google Document AI, AWS Bedrock | Azure OpenAI, AWS Bedrock, LangChain |
| Industries served | Healthcare, Insurance, Financial services, Public sector, Media | SaaS, Healthcare, Retail & e-commerce, Logistics |
Quantiphi vs Markovate: overview
Quantiphi
Quantiphi is an AI-first digital engineering firm founded in 2013, with U.S. headquarters in Marlborough, Massachusetts and most of its delivery staff in India. It employs about 3,500–4,000 people and holds premier-level partnerships with Google Cloud and AWS, plus many partner-of-the-year awards (exact counts differ across its own pages). Document AI, contact-centre AI and data modernization make up much of its published work.
Markovate
Markovate is an AI development agency founded in 2015, headquartered in San Francisco with a presence in Toronto. Directory headcount estimates sit between about 50 and 200. It builds generative AI apps, agents and integrations for startups and mid-size firms. It publishes a large volume of marketing content, while independent detail on production integrations is limited.
Services and capabilities: Quantiphi vs Markovate
| Capability | Quantiphi | Markovate |
|---|---|---|
| CRM / ERP integration | ✗ | ✗ |
| LLM API gateway & cost control | ✗ | ✓ |
| Document processing | ✓ | ✗ |
| Agentic workflows | ✗ | ✓ |
| Fixed-price pilot | ✗ | ✗ |
| Managed services after launch | ✗ | ✗ |
| PII masking & access control | ✗ | ✗ |
Tech stack comparison: Quantiphi vs Markovate
| Framework / platform | Quantiphi | Markovate |
|---|---|---|
| Salesforce | N/A | N/A |
| SAP | N/A | N/A |
| Microsoft Dynamics 365 | N/A | N/A |
| HubSpot | N/A | N/A |
| Snowflake | ✓ | N/A |
| Databricks | ✓ | N/A |
| Azure OpenAI | N/A | ✓ |
| AWS Bedrock | ✓ | ✓ |
| LangChain | N/A | ✓ |
| ServiceNow | N/A | N/A |
Pricing comparison: Quantiphi vs Markovate
| Criterion | Quantiphi | Markovate |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Time & materials, Dedicated team | Fixed project, Time & materials |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: Quantiphi vs Markovate
| Dimension | Quantiphi | Markovate |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Healthcare, Insurance, Financial services | SaaS, Healthcare, Retail & e-commerce |
| Best use cases | Insurance claims intake with Document AI extraction and human review., Contact-centre AI on Google Cloud for a high-volume support operation. | A generative AI MVP for a startup., Chat interfaces over product documentation. |
| Typical project type | Fixed project | Fixed project |
Quantiphi vs Markovate: pros and cons
| Quantiphi | |
|---|---|
| + | Rare dual premier status with Google Cloud and AWS |
| + | Mature document AI practice for claims, forms and medical records |
| + | India-weighted delivery keeps blended rates below U.S. consultancies |
| + | Can scale teams quickly for large backlogs |
| - | Award and partner counts vary between its own pages, so confirm current tiers in partner directories |
| - | Offshore-heavy delivery needs strong client-side product ownership |
| - | Less visible work inside Salesforce or SAP |
| Markovate | |
|---|---|
| + | Quick turnaround on generative AI prototypes |
| + | Good fit for startups without an in-house AI team |
| + | Experience with chat and agent interfaces |
| - | Thin independent evidence of enterprise CRM or ERP integration |
| - | Headcount estimates vary widely between directories |
| - | Ratings and awards mostly cited from its own materials |
Who should choose Quantiphi?
A typical fit: insurance claims intake with Document AI extraction and human review.
Premier partner on both Google Cloud and AWS, with a long run of Document AI and contact-centre deployments. Minimum engagement is not publicly disclosed. Works best with clients in Healthcare, Insurance, Financial services, Public sector, Media.
Who should choose Markovate?
A typical fit: a generative AI MVP for a startup.
Generative AI app builds for startups with a fast proof-of-concept focus. Minimum engagement is not publicly disclosed. Works best with clients in SaaS, Healthcare, Retail & e-commerce, Logistics.
Decision matrix: Quantiphi vs Markovate
| Your situation | Recommended choice |
|---|---|
| You want a fixed-price audit or pilot before committing | Neither advertises one; ask for a scoped pilot |
| AI has to work inside your existing CRM or ERP | Neither lists CRM/ERP integration work |
| Personal data must be masked and answers limited by user permissions | Ask both for their PII and access-control design |
| Your budget is at the lower end | Compare: Quantiphi (Not disclosed) vs Markovate (Not disclosed) |
| You want the vendor to run the AI service after launch | Neither offers managed services; plan in-house operations |
| You are building multi-step agents across systems | Markovate |
Use case fit: Quantiphi vs Markovate
| Use case | Quantiphi fit | Markovate fit | Winner |
|---|---|---|---|
| Insurance claims intake with Document AI extraction and human review. | Strong | Limited | Quantiphi |
| Contact-centre AI on Google Cloud for a high-volume support operation. | Strong | Limited | Quantiphi |
| A generative AI MVP for a startup. | Strong | Strong | Both equally |
| Chat interfaces over product documentation. | Limited | Strong | Markovate |
Verdict: Quantiphi vs Markovate
Quantiphi (4.3/5) is the stronger overall choice for most AI Integration projects. Premier partner on both Google Cloud and AWS, with a long run of Document AI and contact-centre deployments.
Markovate (3.9/5) is worth a look if you need chat interfaces over product documentation. If your situation matches that, Markovate is a competitive option.
Related comparisons
Quantiphi vs Markovate FAQ
Is Quantiphi better than Markovate?
Quantiphi (4.3/5) scores higher overall, but "better" depends on your use case. Quantiphi's strongest advantage: rare dual premier status with Google Cloud and AWS. Markovate's strongest advantage: quick turnaround on generative AI prototypes.
How do Quantiphi and Markovate differ in pricing?
Quantiphi pricing: Fixed-price and T&M with offshore-weighted rates; rates on request. Markovate pricing: Fixed-price and T&M; rates on request. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: Quantiphi or Markovate?
Markovate is the larger team and typically the better enterprise-scale choice. For very large programmes, verify team size and compliance coverage directly with each company before shortlisting.
What are the main differences between Quantiphi and Markovate?
Quantiphi's primary differentiator is: premier partner on both Google Cloud and AWS, with a long run of Document AI and contact-centre deployments. Markovate's primary differentiator is: generative AI app builds for startups with a fast proof-of-concept focus. They also differ in team size (3,500+ vs 50–200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Healthcare, Insurance vs SaaS, Healthcare).
Verify all details directly with each company before making a decision.