BotsCrew vs Markovate: full comparison for 2026
Quick verdict
BotsCrew (4.1/5) edges ahead of Markovate (3.9/5) overall. BotsCrew is the better choice for SMBs wanting a UK/Europe-timezone conversational AI partner. Markovate is the stronger option for US founders wanting an AI-only product partner. The right choice depends on your project size, budget, and required tech stack.
BotsCrew vs Markovate: head-to-head summary
| Criterion | BotsCrew | Markovate |
|---|---|---|
| Founded | 2016 | 2015 |
| HQ | London, United Kingdom | San Francisco, United States |
| Team size | 51-200 | 51-200 |
| Rating | 4.1 / 5 | 3.9 / 5 |
| Primary differentiator | Nine years of conversational AI focus, UK-based with EU-adjacent delivery | AI-exclusive focus dating to 2015, based entirely in the US |
| Pricing model | Fixed project or dedicated team | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, Rasa, OpenAI API | Python, PyTorch, OpenAI API |
| Industries served | Retail & e-commerce, Healthcare, Financial services | Fintech, Healthcare, Retail & e-commerce, Logistics |
BotsCrew vs Markovate: overview
BotsCrew
BotsCrew has built custom AI chatbots and agents since 2016, headquartered in London with additional teams in Lviv, Ukraine, Adelaide, Australia, and San Francisco. Public employee figures range from roughly 60 to 200. The UK left the EU in 2020, so London-based contracting sits outside EU jurisdiction proper, though the agency's Ukraine delivery team keeps it within reach of European clients on a compatible time zone even without an EU legal entity.
Markovate
Markovate has run as an AI-only agency out of San Francisco since 2015, with a team in the 51-200 range under co-founder Rajeev Sharma. Its decade of case studies has stayed centered on generative AI and machine learning product work, entirely from a US base with no reported European delivery presence.
Services and capabilities: BotsCrew vs Markovate
| Capability | BotsCrew | Markovate |
|---|---|---|
| Generative AI | ✗ | ✓ |
| Machine learning | ✗ | ✓ |
| AI agents | ✓ | ✓ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: BotsCrew vs Markovate
| Framework / platform | BotsCrew | Markovate |
|---|---|---|
| Python | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| OpenAI API | ✓ | ✓ |
| TensorFlow | N/A | N/A |
| PyTorch | N/A | ✓ |
| Kubernetes | N/A | N/A |
Pricing comparison: BotsCrew vs Markovate
| Criterion | BotsCrew | Markovate |
|---|---|---|
| Minimum engagement | Not disclosed | Not disclosed |
| Engagement models | Fixed project, Dedicated team | Fixed project, Dedicated team |
| Rate transparency | Not public | Not public |
| Price tier | Mid-market | Mid-market |
Target audience comparison: BotsCrew vs Markovate
| Dimension | BotsCrew | Markovate |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Retail & e-commerce, Healthcare, Financial services | Fintech, Healthcare, Retail & e-commerce |
| Best use cases | Replacing a rules-based chatbot with an LLM-backed conversational agent for a European audience., Adding customer support automation without hiring an internal conversational AI team. | Turning a generative AI concept into a shipped product with a small, senior US-based team., Getting a fast generative AI prototype built before deciding on an in-house hire. |
| Typical project type | Fixed project | Fixed project |
BotsCrew vs Markovate: pros and cons
| BotsCrew | |
|---|---|
| + | Nearly a decade of specialization in conversational AI, longer than most competitors claiming the same focus. |
| + | London and Ukraine base keep the team on European-compatible working hours. |
| + | Pricing tends to be more accessible to SMBs than enterprise-focused AI consultancies. |
| + | Natural progression path from chatbot work into broader AI agent projects. |
| - | UK headquarters sits outside EU jurisdiction post-Brexit, worth checking for EU-specific compliance needs |
| - | Reported headcount varies by roughly 3x across public sources |
| Markovate | |
|---|---|
| + | Ten years of AI-only positioning predates most competitors' generative AI pivot. |
| + | Based in San Francisco, close to the model providers it integrates most often. |
| + | Willing to take direct founder calls rather than routing through account management layers. |
| + | Case studies describe shipped generative AI products rather than proof-of-concept demos. |
| - | No reported European office or delivery presence |
| - | Team size limits how many large concurrent engagements the agency can realistically run |
Who should choose BotsCrew?
A typical fit: replacing a rules-based chatbot with an LLM-backed conversational agent for a European audience.
Nine years of conversational AI focus, UK-based with EU-adjacent delivery. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Healthcare, Financial services.
Who should choose Markovate?
A typical fit: turning a generative AI concept into a shipped product with a small, senior US-based team.
AI-exclusive focus dating to 2015, based entirely in the US. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, Healthcare, Retail & e-commerce, Logistics.
Decision matrix: BotsCrew vs Markovate
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | BotsCrew |
| You need a large dedicated team for an ongoing programme | BotsCrew |
| Your budget is at the lower end | Compare: BotsCrew (Not disclosed) vs Markovate (Not disclosed) |
| You need specialist depth in a specific vertical | Markovate |
| You need staff augmentation or team extension | Neither; consider alternatives that offer staff aug |
| You need consulting before committing to a build | Both may offer discovery engagements |
Use case fit: BotsCrew vs Markovate
| Use case | BotsCrew fit | Markovate fit | Winner |
|---|---|---|---|
| Replacing a rules-based chatbot with an LLM-backed conversational agent for a European audience. | Strong | Limited | BotsCrew |
| Adding customer support automation without hiring an internal conversational AI team. | Strong | Limited | BotsCrew |
| Turning a generative AI concept into a shipped product with a small, senior US-based team. | Limited | Strong | Markovate |
| Getting a fast generative AI prototype built before deciding on an in-house hire. | Limited | Strong | Markovate |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: BotsCrew vs Markovate
BotsCrew (4.1/5) is the stronger overall choice for most AI Development projects. Nine years of conversational AI focus, UK-based with EU-adjacent delivery.
Markovate (3.9/5) is worth a look if you need getting a fast generative AI prototype built before deciding on an in-house hire. If your situation matches that, Markovate is a competitive option.
Related comparisons
BotsCrew vs Markovate FAQ
Is BotsCrew better than Markovate?
BotsCrew (4.1/5) scores higher overall, but "better" depends on your use case. BotsCrew's strongest advantage: nearly a decade of specialization in conversational AI, longer than most competitors claiming the same focus. Markovate's strongest advantage: ten years of AI-only positioning predates most competitors' generative AI pivot.
How do BotsCrew and Markovate differ in pricing?
BotsCrew uses fixed project or dedicated team pricing. Markovate uses fixed project or dedicated team pricing. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.
Which is better for enterprise: BotsCrew or Markovate?
BotsCrew 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 BotsCrew and Markovate?
BotsCrew's primary differentiator is: nine years of conversational AI focus, UK-based with EU-adjacent delivery. Markovate's primary differentiator is: AI-exclusive focus dating to 2015, based entirely in the US. They also differ in team size (51-200 vs 51-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Retail & e-commerce, Healthcare vs Fintech, Healthcare).
Verify all details directly with each company before making a decision.