Best AI Agent Development Companies

Azumo vs N-iX: full comparison for 2026

Last updated: August 2026

Quick verdict

Azumo (4.3/5) edges ahead of N-iX (3.9/5) overall. Azumo is the better choice for uS companies that want nearshore-priced engineering with named framework expertise in LangGraph, CrewAI, and AutoGen.. N-iX is the stronger option for large enterprises that want agentic AI delivered alongside a broader cloud, data, and engineering modernization program.. The right choice depends on your project size, budget, and required tech stack.

Azumo vs N-iX: head-to-head summary

Criterion Azumo N-iX
Founded 2016 2002
HQ San Francisco, CA, USA Lviv, Ukraine
Team size 51–200 1,001–5,000
Rating 4.3 / 5 3.9 / 5
Best for US companies that want nearshore-priced engineering with named framework expertise in LangGraph, CrewAI, and AutoGen. Large enterprises that want agentic AI delivered alongside a broader cloud, data, and engineering modernization program.
Pricing model Dedicated team, staff augmentation Dedicated team, staff augmentation
Min. engagement $20K (per company website; independently unverifiable) Not published
Primary tech stack Python, LangGraph, CrewAI Python, LangChain, AWS
Industries served Technology & SaaS, Retail & E-commerce, Financial Services, Healthcare Financial Services, Manufacturing, Retail & E-commerce, Technology & SaaS

Azumo vs N-iX: overview

Azumo

Azumo is a nearshore software development firm founded in 2016 and headquartered in San Francisco, with roughly 110 employees spread across South America, North America, and Asia. It explicitly builds production-grade agentic systems using LangGraph, CrewAI, and Microsoft AutoGen, coordinating multiple models and tools to complete multi-step business processes for enterprise clients. Its nearshore staffing model trades some of the premium of onshore-only teams for time-zone-aligned delivery, without the larger enterprise support apparatus of bigger SIs.

N-iX

N-iX is a software engineering services company founded in 2002, with headquarters reported as Lviv, Ukraine (also listing a Valletta, Malta corporate address), and more than 2,400 professionals across Europe, the Americas, and APAC. It delivers cloud, data analytics, embedded software, IoT, and AI/ML solutions at scale, with agentic AI positioned as an extension of its existing AI and machine learning practice rather than a standalone specialty. Its large, multi-service scale is an asset for enterprise programs but means agent work competes internally with many other active service lines for senior attention.

Services and capabilities: Azumo vs N-iX

Capability Azumo N-iX
Multi-agent orchestration
RAG / knowledge integration
Workflow & systems integration
Coding agents
Monitoring & anomaly detection
Customer-facing agents

Tech stack comparison: Azumo vs N-iX

Framework / platform Azumo N-iX
LangChain N/A
LangGraph N/A
AutoGen N/A
LlamaIndex N/A N/A
OpenAI N/A N/A
Anthropic Claude N/A N/A
Pinecone N/A N/A
AWS
Azure N/A
Kubernetes N/A

Pricing comparison: Azumo vs N-iX

Criterion Azumo N-iX
Minimum engagement $20K (per company website; independently unverifiable) Not published
Engagement models Dedicated team, Staff augmentation Dedicated team, Staff augmentation
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Mid-market

Target audience comparison: Azumo vs N-iX

Dimension Azumo N-iX
Best company size Startup to mid-market Startup to mid-market
Best industries Technology & SaaS, Retail & E-commerce, Financial Services Financial Services, Manufacturing, Retail & E-commerce
Best use cases Building multi-agent systems that coordinate across CrewAI or AutoGen agents for a business process, Extending an internal engineering team with nearshore agentic AI capacity Large enterprise programs combining cloud modernization, data platforms, and agentic AI, Multi-country delivery requiring a large available engineering bench
Typical project type Dedicated team Dedicated team

Azumo vs N-iX: pros and cons

Azumo
+ Named, current expertise across three major multi-agent orchestration frameworks
+ Nearshore staffing (South/North America) keeps time zones aligned with US clients
+ ~110-person team stays small enough for direct engineering access without large-SI layers
+ Founded 2016 with a decade of nearshore delivery track record
- Smaller team than the global systems integrators limits very large concurrent programs
- Public enterprise-scale compliance certifications are less documented than at bigger competitors
- Delivery model depends on continued nearshore talent availability across multiple countries
N-iX
+ 2,400+ professionals gives substantial bench depth across Europe, the Americas, and APAC
+ Two decades of engineering services history (founded 2002) across multiple technology domains
+ Existing AI/ML practice gives agentic work a broader data-science foundation to draw on
+ Scale suits multi-country, multi-team enterprise programs that smaller boutiques can't staff
- Agentic AI is one of many active service lines rather than the firm's core specialty
- Headquarters location reported inconsistently across sources (Lviv vs. a Malta corporate address)
- Large-organization scale can mean less senior-engineer access than boutique competitors

Who should choose Azumo?

Azumo is the right choice for uS companies that want nearshore-priced engineering with named framework expertise in LangGraph, CrewAI, and AutoGen..

Explicit, named production experience with LangGraph, CrewAI, and Microsoft AutoGen for multi-agent orchestration.. Minimum engagement starts at $20K (per company website; independently unverifiable). Works best with clients in Technology & SaaS, Retail & E-commerce, Financial Services, Healthcare.

Who should choose N-iX?

N-iX is the right choice for large enterprises that want agentic AI delivered alongside a broader cloud, data, and engineering modernization program..

Scale (2,400+ engineers) and a two-decade track record across cloud, data, and embedded systems, with AI/agent work layered on top.. Minimum engagement starts at Not published. Works best with clients in Financial Services, Manufacturing, Retail & E-commerce, Technology & SaaS.

Decision matrix: Azumo vs N-iX

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

Use case Azumo fit N-iX fit Winner
Building multi-agent systems that coordinate across CrewAI or AutoGen agents for a business process Strong Strong Both equally
Extending an internal engineering team with nearshore agentic AI capacity Strong Limited Azumo
Large enterprise programs combining cloud modernization, data platforms, and agentic AI Limited Strong N-iX
Multi-country delivery requiring a large available engineering bench Limited Strong N-iX
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Azumo vs N-iX

Azumo (4.3/5) is the stronger overall choice for most AI Agent Development projects. Explicit, named production experience with LangGraph, CrewAI, and Microsoft AutoGen for multi-agent orchestration.. It is best for uS companies that want nearshore-priced engineering with named framework expertise in LangGraph, CrewAI, and AutoGen..

N-iX (3.9/5) is the better choice when large enterprises that want agentic AI delivered alongside a broader cloud, data, and engineering modernization program.. If your situation matches those criteria, N-iX is a competitive option.

Related comparisons

Azumo vs N-iX FAQ

Is Azumo better than N-iX?

Azumo (4.3/5) scores higher overall, but "better" depends on your use case. Azumo is better for uS companies that want nearshore-priced engineering with named framework expertise in LangGraph, CrewAI, and AutoGen.. N-iX is better for large enterprises that want agentic AI delivered alongside a broader cloud, data, and engineering modernization program..

How do Azumo and N-iX differ in pricing?

Azumo uses dedicated team, staff augmentation pricing with a minimum engagement of $20K (per company website; independently unverifiable). N-iX uses dedicated team, staff augmentation 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: Azumo or N-iX?

N-iX 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 Azumo and N-iX?

Azumo's primary differentiator is: explicit, named production experience with langgraph, crewai, and microsoft autogen for multi-agent orchestration.. N-iX's primary differentiator is: scale (2,400+ engineers) and a two-decade track record across cloud, data, and embedded systems, with ai/agent work layered on top.. They also differ in team size (51–200 vs 1,001–5,000), minimum engagement ($20K (per company website; independently unverifiable) vs Not published), and primary industries served (Technology & SaaS, Retail & E-commerce vs Financial Services, Manufacturing).

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