Best AI Agent Development Services

Matellio vs Infosys: full comparison for 2026

Quick verdict

Matellio (3.6/5) edges ahead of Infosys (3.1/5) overall. Matellio is the better choice for enterprises wanting AI agent services alongside a larger custom software modernization project. Infosys is the stronger option for enterprises wanting a large, named library of pre-built agents backed by a Google Cloud partnership. The right choice depends on your project size, budget, and required tech stack.

Matellio vs Infosys: head-to-head summary

Criterion Matellio Infosys
Founded 2014 1981
HQ San Jose, CA, USA Bangalore, India
Team size 101-250 300000
Rating 3.6 / 5 3.1 / 5
Best for Enterprises wanting AI agent services alongside a larger custom software modernization project Enterprises wanting a large, named library of pre-built agents backed by a Google Cloud partnership
Pricing model Fixed project, dedicated team Retainer, dedicated team, T&M
Min. engagement $25K $150K
Primary tech stack OpenAI, LangChain, AWS GCP, AWS, Azure
Industries served Fintech, Healthcare, Manufacturing Fintech, Retail, Telecom, Manufacturing

Matellio vs Infosys: 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 on fixed-project or dedicated-team terms as part of a broader enterprise software development services practice.

Infosys

Infosys was founded in 1981 by seven co-founders including N.R. Narayana Murthy and is headquartered in Bangalore, India, with over 300,000 employees. The firm launched more than 200 enterprise AI agents through its Infosys Topaz AI offerings in partnership with Google Cloud's Vertex AI Platform, and its Agentic Foundry delivers pre-built agents, open frameworks, and responsible AI tools on retainer or dedicated-team terms.

Services and capabilities: Matellio vs Infosys

Capability Matellio Infosys
Workflow integration
Enterprise automation
Task automation
Agent orchestration
LLM integration
Customer support agents

Tech stack comparison: Matellio vs Infosys

Framework / platform Matellio Infosys
LangChain N/A
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
Kubernetes N/A

Pricing comparison: Matellio vs Infosys

Criterion Matellio Infosys
Minimum engagement $25K $150K
Engagement models Fixed project, Dedicated team, T&M Retainer, Dedicated team, T&M
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Matellio vs Infosys

Dimension Matellio Infosys
Best company size Startup to mid-market Startup to mid-market
Best industries Fintech, Healthcare, Manufacturing Fintech, Retail, Telecom
Best use cases Enterprise software modernization services, Workflow automation agent delivery Pre-built enterprise agent deployment (Topaz), Google Cloud Vertex AI agent integration
Typical project type Fixed project Retainer

Matellio vs Infosys: pros and cons

Matellio
+ True multi-country European delivery footprint (UK, France, Germany), not just one offshore hub
+ Enterprise software development pedigree supports agent services embedded in larger systems
+ US headquarters simplifies contracting for North American buyers
- AI agent services 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+)
Infosys
+ 45+ years of enterprise IT services history
+ 200+ pre-built enterprise agents (Topaz) already launched, backed by a named Google Cloud partnership
+ 300,000+ employees support the largest, most complex global service programs
- Very high minimum engagement puts it out of reach for all but the largest enterprise buyers
- Massive scale means minimal boutique-style senior-partner attention on individual engagements

Who should choose Matellio?

Matellio is the right choice for enterprises wanting AI agent services 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 Infosys?

Infosys is the right choice for enterprises wanting a large, named library of pre-built agents backed by a Google Cloud partnership.

200+ named enterprise AI agents already launched via Topaz, built on Google Cloud's Vertex AI Platform. Minimum engagement starts at $150K. Works best with clients in Fintech, Retail, Telecom, Manufacturing.

Decision matrix: Matellio vs Infosys

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 Matellio
You need specialist depth in a specific vertical Infosys
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 Infosys

Use case Matellio fit Infosys fit Winner
Enterprise software modernization services Strong Strong Both equally
Workflow automation agent delivery Strong Limited Matellio
Pre-built enterprise agent deployment (Topaz) Limited Strong Infosys
Google Cloud Vertex AI agent integration Limited Strong Infosys
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Matellio vs Infosys

Matellio (3.6/5) 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 agent services alongside a larger custom software modernization project.

Infosys (3.1/5) is the better choice when enterprises wanting a large, named library of pre-built agents backed by a Google Cloud partnership. If your situation matches those criteria, Infosys is a competitive option.

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Matellio vs Infosys FAQ

Is Matellio better than Infosys?

Matellio (3.6/5) scores higher overall, but "better" depends on your use case. Matellio is better for enterprises wanting AI agent services alongside a larger custom software modernization project. Infosys is better for enterprises wanting a large, named library of pre-built agents backed by a Google Cloud partnership.

How do Matellio and Infosys differ in pricing?

Matellio uses fixed project, dedicated team pricing with a minimum engagement of $25K. Infosys uses retainer, dedicated team, t&m pricing with a minimum engagement of $150K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Matellio or Infosys?

Infosys 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 Matellio and Infosys?

Matellio's primary differentiator is: us-hq enterprise software firm with true multi-country delivery (uk, france, germany) beyond a single offshore hub. Infosys's primary differentiator is: 200+ named enterprise ai agents already launched via topaz, built on google cloud's vertex ai platform. They also differ in team size (101-250 vs 300000), minimum engagement ($25K vs $150K), and primary industries served (Fintech, Healthcare vs Fintech, Retail).