Best AI Agent Development Agencies

Deviniti vs BotsCrew: full comparison for 2026

Last updated: August 2026

Quick verdict

Deviniti (3.8/5) edges ahead of BotsCrew (3.6/5) overall. Deviniti is the better choice for buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record.. BotsCrew is the stronger option for buyers wanting a compact, conversational-AI-native agency to build customer-facing agentic dialogue systems.. The right choice depends on your project size, budget, and required tech stack.

Deviniti vs BotsCrew: head-to-head summary

Criterion Deviniti BotsCrew
Founded 2004 2016
HQ Wrocław, Poland San Francisco, CA, USA
Team size 201–500 51–100
Rating 3.8 / 5 3.6 / 5
Best for Buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record. Buyers wanting a compact, conversational-AI-native agency to build customer-facing agentic dialogue systems.
Pricing model Fixed project, dedicated team Fixed project, dedicated team
Min. engagement $20K (per company website; independently unverifiable) Not published
Primary tech stack Python, Java, LangChain Python, LangChain, OpenAI
Industries served Financial Services, Manufacturing, Technology & SaaS, Retail & E-commerce Retail & E-commerce, Technology & SaaS, Healthcare

Deviniti vs BotsCrew: overview

Deviniti

Deviniti is a Wrocław, Poland-based software agency founded in 2004 by Piotr Dorosz and Jacek Machata, with roughly 260 employees across Europe and North America. Its established Atlassian Marketplace app and consulting business gives buyers a checkable, independently reviewable track record beyond the agency's self-reported claims — a useful reference point most competitors on this list lack.

BotsCrew

BotsCrew is a conversational AI development agency 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.

Services and capabilities: Deviniti vs BotsCrew

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

Tech stack comparison: Deviniti vs BotsCrew

Framework / platform Deviniti 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
Kubernetes N/A N/A

Pricing comparison: Deviniti vs BotsCrew

Criterion Deviniti BotsCrew
Minimum engagement $20K (per company website; independently unverifiable) Not published
Engagement models Fixed project, Dedicated team Fixed project, Dedicated team
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Mid-market

Target audience comparison: Deviniti vs BotsCrew

Dimension Deviniti BotsCrew
Best company size Startup to mid-market Startup to mid-market
Best industries Financial Services, Manufacturing, Technology & SaaS Retail & E-commerce, Technology & SaaS, Healthcare
Best use cases Buyers wanting an agency whose track record can be independently checked via a third-party marketplace, Workflow-integration agents for teams already running Atlassian tooling 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

Deviniti vs BotsCrew: pros and cons

Deviniti
+ Atlassian Marketplace and partner listings give buyers an independently checkable track record
+ Two decades of enterprise systems-integration experience, originally rooted in financial-sector IT
+ ~260-person team spread across Europe and North America for regional delivery coverage
+ Founder-led continuity since 2004 provides institutional stability
- Agentic AI is a newer addition to a legacy enterprise-software and Atlassian practice
- Less name recognition in AI-specific procurement circles compared to AI-first competitors
- Public agentic-specific case studies are limited relative to its Atlassian portfolio
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 Deviniti?

Deviniti is the right choice for buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record..

An Atlassian Marketplace and partner track record independently checkable outside the agency's own claims, applied to agent workflow integration.. Minimum engagement starts at $20K (per company website; independently unverifiable). Works best with clients in Financial Services, Manufacturing, Technology & SaaS, Retail & E-commerce.

Who should choose BotsCrew?

BotsCrew is the right choice for buyers wanting a compact, conversational-AI-native agency 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: Deviniti vs BotsCrew

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Deviniti
You need a large dedicated team for an ongoing programme Deviniti
Your budget is at the lower end Compare: Deviniti ($20K (per company website; independently unverifiable)) vs BotsCrew (Not published)
You need specialist depth in a specific vertical Deviniti
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: Deviniti vs BotsCrew

Use case Deviniti fit BotsCrew fit Winner
Buyers wanting an agency whose track record can be independently checked via a third-party marketplace Strong Limited Deviniti
Workflow-integration agents for teams already running Atlassian tooling Strong Limited Deviniti
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: Deviniti vs BotsCrew

Deviniti (3.8/5) is the stronger overall choice for most AI Agent Development projects. An Atlassian Marketplace and partner track record independently checkable outside the agency's own claims, applied to agent workflow integration.. It is best for buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record..

BotsCrew (3.6/5) is the better choice when buyers wanting a compact, conversational-AI-native agency to build customer-facing agentic dialogue systems.. If your situation matches those criteria, BotsCrew is a competitive option.

Related comparisons

Deviniti vs BotsCrew FAQ

Is Deviniti better than BotsCrew?

Deviniti (3.8/5) scores higher overall, but "better" depends on your use case. Deviniti is better for buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record.. BotsCrew is better for buyers wanting a compact, conversational-AI-native agency to build customer-facing agentic dialogue systems..

How do Deviniti and BotsCrew differ in pricing?

Deviniti uses fixed project, dedicated team pricing with a minimum engagement of $20K (per company website; independently unverifiable). 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: Deviniti or BotsCrew?

Deviniti 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 Deviniti and BotsCrew?

Deviniti's primary differentiator is: an atlassian marketplace and partner track record independently checkable outside the agency's own claims, applied to agent workflow integration.. 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 (201–500 vs 51–100), minimum engagement ($20K (per company website; independently unverifiable) vs Not published), and primary industries served (Financial Services, Manufacturing vs Retail & E-commerce, Technology & SaaS).

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