Best Agentic AI Development Services

Qubika vs BotsCrew: full comparison for 2026

Last updated: August 2026

Quick verdict

Qubika (4.1/5) edges ahead of BotsCrew (3.7/5) overall. Qubika is the better choice for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity.. BotsCrew is the stronger option for buyers wanting a compact, conversational-AI-native team to build customer-facing agentic dialogue systems.. The right choice depends on your project size, budget, and required tech stack.

Qubika vs BotsCrew: head-to-head summary

Criterion Qubika BotsCrew
Founded 2006 2016
HQ Austin, TX, USA San Francisco, CA, USA
Team size 501–1,000 51–100
Rating 4.1 / 5 3.7 / 5
Best for US buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity. Buyers wanting a compact, conversational-AI-native team to build customer-facing agentic dialogue systems.
Pricing model Fixed project, dedicated team Fixed project, dedicated team
Min. engagement Not published Not published
Primary tech stack Python, LangChain, AWS Python, LangChain, OpenAI
Industries served Technology & SaaS, Retail & E-commerce, Financial Services Retail & E-commerce, Technology & SaaS, Healthcare

Qubika vs BotsCrew: overview

Qubika

Qubika was formed from the merger of Moove It and December Labs, tracing its roots to 2006, and is headquartered in Austin, Texas with delivery centers throughout Latin America and roughly 879 employees. Its digital product and AI/cloud services practice has extended into agentic AI, giving clients access to a large Latin American engineering bench alongside a US legal and account-management entity. Its broader digital-product origins mean agentic-specific depth should be confirmed against more concentrated specialists if that is the top priority.

BotsCrew

BotsCrew is a conversational AI development company founded in 2016, with reported headquarters in San Francisco and London and delivery teams in Lviv, Ukraine and Adelaide, Australia, totaling roughly 73 employees. Led by CEO Nazar Hembara and Managing Director Max Gladysh, it has extended its original chatbot-development practice into autonomous, multi-step agentic systems, applying dialogue-design expertise to agents that reason and act rather than follow a fixed conversation tree. Its compact team suits well-scoped conversational agent projects over very large enterprise programs.

Services and capabilities: Qubika vs BotsCrew

Capability Qubika BotsCrew
Multi-agent orchestration
RAG / knowledge integration
Workflow & systems integration
Coding agents
Monitoring & anomaly detection
Customer-facing agents

Tech stack comparison: Qubika vs BotsCrew

Framework / platform Qubika BotsCrew
LangChain
LangGraph N/A N/A
AutoGen N/A N/A
LlamaIndex N/A N/A
OpenAI N/A
Anthropic Claude N/A N/A
Pinecone N/A N/A
AWS
Azure N/A N/A
Kubernetes N/A N/A

Pricing comparison: Qubika vs BotsCrew

Criterion Qubika BotsCrew
Minimum engagement Not published Not published
Engagement models Fixed project, Dedicated team Fixed project, Dedicated team
Rate transparency Minimum disclosed Minimum disclosed
Price tier Mid-market Mid-market

Target audience comparison: Qubika vs BotsCrew

Dimension Qubika BotsCrew
Best company size Mid-market to enterprise Startup to mid-market
Best industries Technology & SaaS, Retail & E-commerce, Financial Services Retail & E-commerce, Technology & SaaS, Healthcare
Best use cases US companies wanting a large nearshore Latin American team for agentic AI development, Bundling agentic AI into a broader digital product engineering engagement Building autonomous, multi-step conversational agents rather than fixed-tree chatbots, Well-scoped customer-facing agentic dialogue projects for mid-market clients
Typical project type Fixed project Fixed project

Qubika vs BotsCrew: pros and cons

Qubika
+ US headquarters (Austin, TX) with a large, multi-country Latin American delivery bench
+ Nearly two decades of combined operating history (via Moove It and December Labs) since 2006
+ ~879 employees gives meaningful capacity for larger agentic programs
+ Broader digital product engineering background helps agentic features ship inside real products
- Agentic AI is one offering within a broad digital product and cloud portfolio, not a standalone specialty
- Merger history (Moove It + December Labs) means account continuity is worth confirming directly
- Minimum engagement figures are not published, requiring direct sales contact for early budgeting
BotsCrew
+ A decade of dedicated conversational AI development history since 2016
+ Multi-country delivery footprint (US, UK, Ukraine, Australia) for regional flexibility
+ Founder-led (Nazar Hembara, Max Gladysh) continuity
+ Dialogue-design expertise transfers directly into more natural agentic conversation quality
- ~73-person team caps capacity for large or highly parallel enterprise programs
- Reported headquarters location varies by source (San Francisco vs. London)
- Minimum engagement figures are not published, requiring direct sales contact for early budgeting

Who should choose Qubika?

Qubika is the right choice for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity..

A US headquarters paired with a large, multi-country Latin American delivery bench (~879 people) formed from two merged digital product firms.. Minimum engagement starts at Not published. Works best with clients in Technology & SaaS, Retail & E-commerce, Financial Services.

Who should choose BotsCrew?

BotsCrew is the right choice for buyers wanting a compact, conversational-AI-native team to build customer-facing agentic dialogue systems..

A decade of dedicated conversational AI/chatbot delivery experience applied specifically to autonomous, multi-step agentic dialogue.. Minimum engagement starts at Not published. Works best with clients in Retail & E-commerce, Technology & SaaS, Healthcare.

Decision matrix: Qubika vs BotsCrew

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Qubika
You need a large dedicated team for an ongoing programme Qubika
Your budget is at the lower end Compare: Qubika (Not published) vs BotsCrew (Not published)
You need specialist depth in a specific vertical Qubika
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: Qubika vs BotsCrew

Use case Qubika fit BotsCrew fit Winner
US companies wanting a large nearshore Latin American team for agentic AI development Strong Strong Both equally
Bundling agentic AI into a broader digital product engineering engagement Strong Limited Qubika
Building autonomous, multi-step conversational agents rather than fixed-tree chatbots Limited Strong BotsCrew
Well-scoped customer-facing agentic dialogue projects for mid-market clients Limited Strong BotsCrew
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Qubika vs BotsCrew

Qubika (4.1/5) is the stronger overall choice for most Agentic AI Development projects. A US headquarters paired with a large, multi-country Latin American delivery bench (~879 people) formed from two merged digital product firms.. It is best for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity..

BotsCrew (3.7/5) is the better choice when buyers wanting a compact, conversational-AI-native team to build customer-facing agentic dialogue systems.. If your situation matches those criteria, BotsCrew is a competitive option.

Related comparisons

Qubika vs BotsCrew FAQ

Is Qubika better than BotsCrew?

Qubika (4.1/5) scores higher overall, but "better" depends on your use case. Qubika is better for uS buyers wanting a large Latin American delivery bench for agentic AI, managed through a US-based entity.. BotsCrew is better for buyers wanting a compact, conversational-AI-native team to build customer-facing agentic dialogue systems..

How do Qubika and BotsCrew differ in pricing?

Qubika uses fixed project, dedicated team pricing with a minimum engagement of Not published. BotsCrew uses fixed project, dedicated team pricing with a minimum engagement of Not published. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Qubika or BotsCrew?

Qubika 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 Qubika and BotsCrew?

Qubika's primary differentiator is: a us headquarters paired with a large, multi-country latin american delivery bench (~879 people) formed from two merged digital product firms.. BotsCrew's primary differentiator is: a decade of dedicated conversational ai/chatbot delivery experience applied specifically to autonomous, multi-step agentic dialogue.. They also differ in team size (501–1,000 vs 51–100), minimum engagement (Not published vs Not published), and primary industries served (Technology & SaaS, Retail & E-commerce vs Retail & E-commerce, Technology & SaaS).

Last reviewed: August 2026. Verify all details directly with each provider before making a decision.