Best AI Agent Development Agencies

NP Group vs BotsCrew: full comparison for 2026

Last updated: August 2026

Quick verdict

NP Group (3.6/5) edges ahead of BotsCrew (3.6/5) overall. NP Group is the better choice for small businesses wanting a genuinely tiny, long-tenured US agency for a well-scoped custom AI agent project.. 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.

NP Group vs BotsCrew: head-to-head summary

Criterion NP Group BotsCrew
Founded 2001 2016
HQ Little Falls, NJ, USA San Francisco, CA, USA
Team size 11–50 51–100
Rating 3.6 / 5 3.6 / 5
Best for Small businesses wanting a genuinely tiny, long-tenured US agency for a well-scoped custom AI agent project. Buyers wanting a compact, conversational-AI-native agency to build customer-facing agentic dialogue systems.
Pricing model Fixed project, staff augmentation Fixed project, dedicated team
Min. engagement Not published Not published
Primary tech stack Python, LangChain, React Python, LangChain, OpenAI
Industries served Retail & E-commerce, Technology & SaaS Retail & E-commerce, Technology & SaaS, Healthcare

NP Group vs BotsCrew: overview

NP Group

NP Group (New Possibilities Group) is a boutique digital agency founded in 2001 and headquartered in Little Falls, New Jersey, with a small team of roughly 11 employees across North America and Europe. A collection of designers, developers, and internet professionals, it has grown from web design and inbound marketing into custom AI agent development, helping automate tasks and enhance customer interactions. Its 2001 founding date gives it more general operating history than most agencies on this list, even though its AI-specific work is recent.

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: NP Group vs BotsCrew

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

Tech stack comparison: NP Group vs BotsCrew

Framework / platform NP Group 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 N/A
Azure N/A N/A
Kubernetes N/A N/A

Pricing comparison: NP Group vs BotsCrew

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

Target audience comparison: NP Group vs BotsCrew

Dimension NP Group BotsCrew
Best company size Startup to mid-market Startup to mid-market
Best industries Retail & E-commerce, Technology & SaaS Retail & E-commerce, Technology & SaaS, Healthcare
Best use cases Small businesses wanting a long-tenured but genuinely tiny US agency, Buyers prioritizing direct founder access over agency scale 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

NP Group vs BotsCrew: pros and cons

NP Group
+ A quarter-century of operating history since 2001, unusually long for an agency this small
+ Genuinely tiny team (~11 people) means direct founder/senior access on every project
+ Design, development, and marketing background gives AI agent work broader product context
+ Small overhead structure suits smaller-budget clients well
- Very small team (~11 people) caps capacity to a small number of concurrent engagements
- AI agent development is a newer capability relative to the firm's longer web/marketing history
- 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 NP Group?

NP Group is the right choice for small businesses wanting a genuinely tiny, long-tenured US agency for a well-scoped custom AI agent project..

A quarter-century of operating history (since 2001) at a genuinely small (~11 person) agency scale, now including custom AI agent development.. Minimum engagement starts at Not published. Works best with clients in Retail & E-commerce, Technology & SaaS.

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: NP Group vs BotsCrew

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

Use case NP Group fit BotsCrew fit Winner
Small businesses wanting a long-tenured but genuinely tiny US agency Strong Limited NP Group
Buyers prioritizing direct founder access over agency scale Strong Limited NP Group
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 Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: NP Group vs BotsCrew

NP Group (3.6/5) is the stronger overall choice for most AI Agent Development projects. A quarter-century of operating history (since 2001) at a genuinely small (~11 person) agency scale, now including custom AI agent development.. It is best for small businesses wanting a genuinely tiny, long-tenured US agency for a well-scoped custom AI agent project..

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

NP Group vs BotsCrew FAQ

Is NP Group better than BotsCrew?

NP Group (3.6/5) scores higher overall, but "better" depends on your use case. NP Group is better for small businesses wanting a genuinely tiny, long-tenured US agency for a well-scoped custom AI agent project.. BotsCrew is better for buyers wanting a compact, conversational-AI-native agency to build customer-facing agentic dialogue systems..

How do NP Group and BotsCrew differ in pricing?

NP Group uses fixed project, staff augmentation 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: NP Group or BotsCrew?

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 agency before shortlisting.

What are the main differences between NP Group and BotsCrew?

NP Group's primary differentiator is: a quarter-century of operating history (since 2001) at a genuinely small (~11 person) agency scale, now including custom ai agent development.. 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 (11–50 vs 51–100), minimum engagement (Not published vs Not published), and primary industries served (Retail & E-commerce, Technology & SaaS vs Retail & E-commerce, Technology & SaaS).

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