Markovate vs BotsCrew: full comparison for 2026
Quick verdict
Markovate (4.6/5) edges ahead of BotsCrew (4.2/5) overall. Markovate is the better choice for founders wanting an AI-only product partner. BotsCrew is the stronger option for SMBs wanting a dedicated conversational AI partner. The right choice depends on your project size, budget, and required tech stack.
Markovate vs BotsCrew: head-to-head summary
| Criterion | Markovate | BotsCrew |
|---|---|---|
| Founded | 2015 | 2016 |
| HQ | San Francisco, United States | London, United Kingdom |
| Team size | 51-200 | 51-200 |
| Rating | 4.6 / 5 | 4.2 / 5 |
| Primary differentiator | AI-exclusive focus dating to 2015, ahead of the current generative AI cycle | Nine years of conversational AI focus, not a recently added service line |
| Pricing model | Fixed project or dedicated team | Fixed project or dedicated team |
| Min. engagement | Not disclosed | Not disclosed |
| Primary tech stack | Python, PyTorch, OpenAI API | Python, Rasa, OpenAI API |
| Industries served | Fintech, Healthcare, Retail & e-commerce, Logistics | Retail & e-commerce, Healthcare, Financial services |
Markovate vs BotsCrew: overview
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. Rather than adding generative AI to an existing service list, the agency's decade of case studies has stayed centered on AI and machine learning product work specifically, which shows in how directly its team speaks to model choices and trade-offs rather than generic delivery language. That narrow focus trades breadth for depth: clients get an AI specialist, not a full-service development partner.
BotsCrew
BotsCrew has built custom AI chatbots and agents since 2016, operating out of London with additional teams in Lviv, Adelaide, and San Francisco. Public employee figures range from roughly 60 to 200, likely reflecting different treatment of contractor staff across sources. The agency's entire history has centered on conversational AI, with AI agents as a natural, more recent extension of that same foundation rather than a bolted-on trend.
Services and capabilities: Markovate vs BotsCrew
| Capability | Markovate | BotsCrew |
|---|---|---|
| Generative AI | ✓ | ✗ |
| Machine learning | ✓ | ✗ |
| AI agents | ✓ | ✓ |
| MLOps | ✗ | ✗ |
| AI consulting | ✗ | ✗ |
| Fixed-price projects | ✓ | ✓ |
| Dedicated team model | ✓ | ✓ |
Tech stack comparison: Markovate vs BotsCrew
| Framework / platform | Markovate | BotsCrew |
|---|---|---|
| Python | ✓ | ✓ |
| PyTorch | ✓ | N/A |
| TensorFlow | N/A | N/A |
| LangChain | ✓ | ✓ |
| AWS | ✓ | ✓ |
| Azure | N/A | N/A |
| Kubernetes | N/A | N/A |
Pricing comparison: Markovate vs BotsCrew
| Criterion | Markovate | BotsCrew |
|---|---|---|
| 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: Markovate vs BotsCrew
| Dimension | Markovate | BotsCrew |
|---|---|---|
| Best company size | Startup to mid-market | Startup to mid-market |
| Best industries | Fintech, Healthcare, Retail & e-commerce | Retail & e-commerce, Healthcare, Financial services |
| Best use cases | Turning a generative AI concept into a shipped product with a small, senior team., Getting a fast prototype built before deciding on an in-house AI hire. | Replacing a rules-based chatbot with an LLM-backed conversational agent., Adding customer support automation without hiring an internal conversational AI team. |
| Typical project type | Fixed project | Fixed project |
Markovate vs BotsCrew: pros and cons
| 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 products rather than proof-of-concept demos. |
| - | Team size limits how many large concurrent engagements the agency can realistically run |
| - | No published minimum engagement figure to budget against upfront |
| BotsCrew | |
|---|---|
| + | Nearly a decade of conversational AI specialization, longer than most competitors claiming the same focus. |
| + | Team spans four countries, supporting near round-the-clock delivery. |
| + | Pricing tends to be more accessible to SMBs than enterprise-focused AI consultancies. |
| + | Natural progression path from chatbot work into broader AI agent projects. |
| - | Reported headcount varies by roughly 3x across public sources |
| - | Narrower specialty than agencies offering full-stack AI and data engineering |
Who should choose Markovate?
A typical fit: turning a generative AI concept into a shipped product with a small, senior team.
AI-exclusive focus dating to 2015, ahead of the current generative AI cycle. Minimum engagement is not publicly disclosed. Works best with clients in Fintech, Healthcare, Retail & e-commerce, Logistics.
Who should choose BotsCrew?
A typical fit: replacing a rules-based chatbot with an LLM-backed conversational agent.
Nine years of conversational AI focus, not a recently added service line. Minimum engagement is not publicly disclosed. Works best with clients in Retail & e-commerce, Healthcare, Financial services.
Decision matrix: Markovate vs BotsCrew
| Your situation | Recommended choice |
|---|---|
| You need full-ownership delivery on a defined project scope | Markovate |
| You need a large dedicated team for an ongoing programme | Markovate |
| Your budget is at the lower end | Compare: Markovate (Not disclosed) vs BotsCrew (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: Markovate vs BotsCrew
| Use case | Markovate fit | BotsCrew fit | Winner |
|---|---|---|---|
| Turning a generative AI concept into a shipped product with a small, senior team. | Strong | Limited | Markovate |
| Getting a fast prototype built before deciding on an in-house AI hire. | Strong | Limited | Markovate |
| Replacing a rules-based chatbot with an LLM-backed conversational agent. | Limited | Strong | BotsCrew |
| Adding customer support automation without hiring an internal conversational AI team. | Limited | Strong | BotsCrew |
| Fixed-price build | Limited | Limited | Both equally |
| Staff augmentation | Limited | Limited | Both equally |
Verdict: Markovate vs BotsCrew
Markovate (4.6/5) is the stronger overall choice for most AI Development projects. AI-exclusive focus dating to 2015, ahead of the current generative AI cycle.
BotsCrew (4.2/5) is worth a look if you need adding customer support automation without hiring an internal conversational AI team. If your situation matches that, BotsCrew is a competitive option.
Related comparisons
Markovate vs BotsCrew FAQ
Is Markovate better than BotsCrew?
Markovate (4.6/5) scores higher overall, but "better" depends on your use case. Markovate's strongest advantage: ten years of AI-only positioning predates most competitors' generative AI pivot. BotsCrew's strongest advantage: nearly a decade of conversational AI specialization, longer than most competitors claiming the same focus.
How do Markovate and BotsCrew differ in pricing?
Markovate uses fixed project or dedicated team pricing. BotsCrew 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: Markovate or BotsCrew?
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 agency before shortlisting.
What are the main differences between Markovate and BotsCrew?
Markovate's primary differentiator is: AI-exclusive focus dating to 2015, ahead of the current generative AI cycle. BotsCrew's primary differentiator is: nine years of conversational AI focus, not a recently added service line. They also differ in team size (51-200 vs 51-200), minimum engagement (Not disclosed vs Not disclosed), and primary industries served (Fintech, Healthcare vs Retail & e-commerce, Healthcare).
Verify all details directly with each agency before making a decision.