Top AI Agent Development Companies

Matellio vs Azumo: full comparison for 2026

Last updated: August 2026

Quick verdict

Matellio (3.7/5) edges ahead of Azumo (3.6/5) overall. Matellio is the better choice for enterprises wanting AI agents built alongside a larger custom software modernization project. Azumo is the stronger option for buyers wanting nearshore delivery cost savings without giving up US-based account management. The right choice depends on your project size, budget, and required tech stack.

Matellio vs Azumo: head-to-head summary

Criterion Matellio Azumo
Founded 2014 2016
HQ San Jose, CA, USA San Francisco, USA
Team size 101-250 51-100
Rating 3.7 / 5 3.6 / 5
Best for Enterprises wanting AI agents built alongside a larger custom software modernization project Buyers wanting nearshore delivery cost savings without giving up US-based account management
Pricing model Fixed project, dedicated team Dedicated team, T&M
Min. engagement $25K $20K
Primary tech stack OpenAI, LangChain, AWS OpenAI, LangChain, AWS
Industries served Fintech, Healthcare, Manufacturing Media, Healthcare, Retail

Matellio vs Azumo: overview

Matellio

Matellio was founded in 2014 by Dilip Singh and Apoorv Gehlot and is headquartered in San Jose, California, with a global presence including the UK, France, and Germany. Employee counts range from roughly 147 to 250+ across sources, and the firm builds custom AI agents as part of a broader enterprise software development practice.

Azumo

Azumo was founded in 2016 and is headquartered in San Francisco, California, with roughly 51-200 employees (79 reported directly). The company helps organizations design, build, and scale intelligent AI applications through nearshore and onshore engineering teams, with referral clients including Meta, Omnicom, and UnitedHealth.

Services and capabilities: Matellio vs Azumo

Capability Matellio Azumo
Multi-agent systems
RAG & knowledge agents
Workflow integration
Agent orchestration
Enterprise automation
Customer support agents

Tech stack comparison: Matellio vs Azumo

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

Pricing comparison: Matellio vs Azumo

Criterion Matellio Azumo
Minimum engagement $25K $20K
Engagement models Fixed project, Dedicated team, T&M Dedicated team, T&M, Fixed project
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Matellio vs Azumo

Dimension Matellio Azumo
Best company size Startup to mid-market Startup to mid-market
Best industries Fintech, Healthcare, Manufacturing Media, Healthcare, Retail
Best use cases Enterprise software modernization with embedded agents, Workflow automation agents Nearshore AI application engineering, LLM-powered feature development
Typical project type Fixed project Dedicated team

Matellio vs Azumo: pros and cons

Matellio
+ True multi-country European delivery footprint (UK, France, Germany), not just one offshore hub
+ Enterprise software development pedigree supports agents embedded in larger systems
+ US headquarters simplifies contracting for North American buyers
- AI agents are one line within a broader enterprise software practice, not the company's sole focus
- Employee-count estimates vary meaningfully across sources (147 to 250+)
Azumo
+ Referral-driven growth with named enterprise clients (Meta, UnitedHealth) signals strong repeat trust
+ Nearshore/onshore blend balances cost and real-time collaboration
+ US HQ simplifies contracting for North American buyers
- Smaller team (~79-100) limits capacity for very large concurrent programs
- Newer AI-application focus (relative to 2016 founding) has a shorter dedicated agent track record

Who should choose Matellio?

Matellio is the right choice for enterprises wanting AI agents built alongside a larger custom software modernization project.

US-HQ enterprise software firm with true multi-country delivery (UK, France, Germany) beyond a single offshore hub. Minimum engagement starts at $25K. Works best with clients in Fintech, Healthcare, Manufacturing.

Who should choose Azumo?

Azumo is the right choice for buyers wanting nearshore delivery cost savings without giving up US-based account management.

Primarily referral-driven client base including named enterprise brands (Meta, UnitedHealth). Minimum engagement starts at $20K. Works best with clients in Media, Healthcare, Retail.

Decision matrix: Matellio vs Azumo

Your situation Recommended choice
You need full-ownership delivery on a defined project scope Matellio
You need a large dedicated team for an ongoing programme Matellio
Your budget is at the lower end Azumo
You need specialist depth in a specific vertical Matellio
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: Matellio vs Azumo

Use case Matellio fit Azumo fit Winner
Enterprise software modernization with embedded agents Strong Limited Matellio
Workflow automation agents Strong Limited Matellio
Nearshore AI application engineering Limited Strong Azumo
LLM-powered feature development Limited Strong Azumo
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Matellio vs Azumo

Matellio (3.7/5) is the stronger overall choice for most AI Agent Development projects. US-HQ enterprise software firm with true multi-country delivery (UK, France, Germany) beyond a single offshore hub. It is best for enterprises wanting AI agents built alongside a larger custom software modernization project.

Azumo (3.6/5) is the better choice when buyers wanting nearshore delivery cost savings without giving up US-based account management. If your situation matches those criteria, Azumo is a competitive option.

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Matellio vs Azumo FAQ

Is Matellio better than Azumo?

Matellio (3.7/5) scores higher overall, but "better" depends on your use case. Matellio is better for enterprises wanting AI agents built alongside a larger custom software modernization project. Azumo is better for buyers wanting nearshore delivery cost savings without giving up US-based account management.

How do Matellio and Azumo differ in pricing?

Matellio uses fixed project, dedicated team pricing with a minimum engagement of $25K. Azumo uses dedicated team, t&m pricing with a minimum engagement of $20K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Matellio or Azumo?

Matellio 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 Matellio and Azumo?

Matellio's primary differentiator is: us-hq enterprise software firm with true multi-country delivery (uk, france, germany) beyond a single offshore hub. Azumo's primary differentiator is: primarily referral-driven client base including named enterprise brands (meta, unitedhealth). They also differ in team size (101-250 vs 51-100), minimum engagement ($25K vs $20K), and primary industries served (Fintech, Healthcare vs Media, Healthcare).

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