Top AI Agent Development Companies

Matellio vs Deviniti: full comparison for 2026

Last updated: August 2026

Quick verdict

Matellio (3.7/5) edges ahead of Deviniti (3.5/5) overall. Matellio is the better choice for enterprises wanting AI agents built alongside a larger custom software modernization project. Deviniti is the stronger option for teams already on Atlassian tooling wanting AI agents integrated into that ecosystem. The right choice depends on your project size, budget, and required tech stack.

Matellio vs Deviniti: head-to-head summary

Criterion Matellio Deviniti
Founded 2014 2004
HQ San Jose, CA, USA Wrocław, Poland
Team size 101-250 201-250
Rating 3.7 / 5 3.5 / 5
Best for Enterprises wanting AI agents built alongside a larger custom software modernization project Teams already on Atlassian tooling wanting AI agents integrated into that ecosystem
Pricing model Fixed project, dedicated team Fixed project, dedicated team
Min. engagement $25K $15K
Primary tech stack OpenAI, LangChain, AWS AWS, Azure, Python
Industries served Fintech, Healthcare, Manufacturing SaaS, Manufacturing, Fintech

Matellio vs Deviniti: 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.

Deviniti

Deviniti was founded on December 13, 2004 in Wrocław, Poland by Piotr Jan Dorosz and Jacek Michał Machata, and now has 250+ employees. The company combines Atlassian-focused consulting and marketplace apps with custom software development, cloud/DevOps, and AI application services.

Services and capabilities: Matellio vs Deviniti

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

Tech stack comparison: Matellio vs Deviniti

Framework / platform Matellio Deviniti
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 N/A

Pricing comparison: Matellio vs Deviniti

Criterion Matellio Deviniti
Minimum engagement $25K $15K
Engagement models Fixed project, Dedicated team, T&M Fixed project, Dedicated team, Staff augmentation
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Matellio vs Deviniti

Dimension Matellio Deviniti
Best company size Startup to mid-market Startup to mid-market
Best industries Fintech, Healthcare, Manufacturing SaaS, Manufacturing, Fintech
Best use cases Enterprise software modernization with embedded agents, Workflow automation agents Atlassian-integrated workflow agents, Custom AI application development
Typical project type Fixed project Fixed project

Matellio vs Deviniti: 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+)
Deviniti
+ 20+ years of operating history with a clear founding date and leadership
+ Deep Atlassian ecosystem expertise supports agent integration into existing workflow tools
+ Combines marketplace product development with custom consulting delivery
- Atlassian-ecosystem specialization is a narrower fit for buyers outside that toolchain
- AI application work is a newer addition relative to its two-decade core consulting history

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 Deviniti?

Deviniti is the right choice for teams already on Atlassian tooling wanting AI agents integrated into that ecosystem.

Atlassian marketplace-app pedigree gives it unusually deep workflow-tool integration experience. Minimum engagement starts at $15K. Works best with clients in SaaS, Manufacturing, Fintech.

Decision matrix: Matellio vs Deviniti

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 Deviniti
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 Deviniti

Use case Matellio fit Deviniti fit Winner
Enterprise software modernization with embedded agents Strong Limited Matellio
Workflow automation agents Strong Strong Both equally
Atlassian-integrated workflow agents Limited Strong Deviniti
Custom AI application development Limited Strong Deviniti
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Matellio vs Deviniti

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.

Deviniti (3.5/5) is the better choice when teams already on Atlassian tooling wanting AI agents integrated into that ecosystem. If your situation matches those criteria, Deviniti is a competitive option.

Related comparisons

Matellio vs Deviniti FAQ

Is Matellio better than Deviniti?

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. Deviniti is better for teams already on Atlassian tooling wanting AI agents integrated into that ecosystem.

How do Matellio and Deviniti differ in pricing?

Matellio uses fixed project, dedicated team pricing with a minimum engagement of $25K. Deviniti uses fixed project, dedicated team pricing with a minimum engagement of $15K. Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: Matellio or Deviniti?

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 company before shortlisting.

What are the main differences between Matellio and Deviniti?

Matellio's primary differentiator is: us-hq enterprise software firm with true multi-country delivery (uk, france, germany) beyond a single offshore hub. Deviniti's primary differentiator is: atlassian marketplace-app pedigree gives it unusually deep workflow-tool integration experience. They also differ in team size (101-250 vs 201-250), minimum engagement ($25K vs $15K), and primary industries served (Fintech, Healthcare vs SaaS, Manufacturing).

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