Top AI Agent Development Companies

Markovate vs Deviniti: full comparison for 2026

Last updated: August 2026

Quick verdict

Markovate (3.8/5) edges ahead of Deviniti (3.5/5) overall. Markovate is the better choice for startups and mid-market buyers wanting generative AI features bundled with broader product development. 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.

Markovate vs Deviniti: head-to-head summary

Criterion Markovate Deviniti
Founded 2015 2004
HQ San Francisco, USA Wrocław, Poland
Team size 51-200 201-250
Rating 3.8 / 5 3.5 / 5
Best for Startups and mid-market buyers wanting generative AI features bundled with broader product development Teams already on Atlassian tooling wanting AI agents integrated into that ecosystem
Pricing model Fixed project, T&M Fixed project, dedicated team
Min. engagement $20K $15K
Primary tech stack OpenAI, LangChain, AWS AWS, Azure, Python
Industries served Fintech, Healthcare, SaaS SaaS, Manufacturing, Fintech

Markovate vs Deviniti: overview

Markovate

Markovate was founded in 2015 and reports headquarters in both San Francisco and Toronto, with roughly 51-200 employees spread across Asia, North America, and Europe. The company is led by CEO Rajeev Sharma, a former AT&T and IBM AI leader, and offers AI consulting, generative AI development, and agentic AI alongside blockchain and mobile/web development.

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: Markovate vs Deviniti

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

Tech stack comparison: Markovate vs Deviniti

Framework / platform Markovate 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
AWS
Azure N/A
Kubernetes N/A N/A

Pricing comparison: Markovate vs Deviniti

Criterion Markovate Deviniti
Minimum engagement $20K $15K
Engagement models Fixed project, T&M, Staff augmentation Fixed project, Dedicated team, Staff augmentation
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: Markovate vs Deviniti

Dimension Markovate Deviniti
Best company size Startup to mid-market Startup to mid-market
Best industries Fintech, Healthcare, SaaS SaaS, Manufacturing, Fintech
Best use cases Generative AI product features, RAG-based knowledge agents Atlassian-integrated workflow agents, Custom AI application development
Typical project type Fixed project Fixed project

Markovate vs Deviniti: pros and cons

Markovate
+ CEO brings direct enterprise AI leadership background (AT&T, IBM)
+ Broad service range (AI, blockchain, mobile/web) suits full-product-build buyers
+ Mid-size team balances senior attention with reasonable delivery capacity
- Conflicting HQ reporting (San Francisco vs. Toronto) across sources — worth confirming legal HQ directly
- Multi-service breadth means less narrow specialization than agent-only boutiques
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 Markovate?

Markovate is the right choice for startups and mid-market buyers wanting generative AI features bundled with broader product development.

Leadership with direct enterprise AI experience (AT&T, IBM) applied to a boutique-scale delivery team. Minimum engagement starts at $20K. Works best with clients in Fintech, Healthcare, SaaS.

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: Markovate vs Deviniti

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

Use case Markovate fit Deviniti fit Winner
Generative AI product features Strong Limited Markovate
RAG-based knowledge agents Strong Limited Markovate
Atlassian-integrated workflow agents Limited Strong Deviniti
Custom AI application development Strong Strong Both equally
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: Markovate vs Deviniti

Markovate (3.8/5) is the stronger overall choice for most AI Agent Development projects. Leadership with direct enterprise AI experience (AT&T, IBM) applied to a boutique-scale delivery team. It is best for startups and mid-market buyers wanting generative AI features bundled with broader product development.

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

Markovate vs Deviniti FAQ

Is Markovate better than Deviniti?

Markovate (3.8/5) scores higher overall, but "better" depends on your use case. Markovate is better for startups and mid-market buyers wanting generative AI features bundled with broader product development. Deviniti is better for teams already on Atlassian tooling wanting AI agents integrated into that ecosystem.

How do Markovate and Deviniti differ in pricing?

Markovate uses fixed project, t&m pricing with a minimum engagement of $20K. 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: Markovate 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 Markovate and Deviniti?

Markovate's primary differentiator is: leadership with direct enterprise ai experience (at&t, ibm) applied to a boutique-scale delivery team. Deviniti's primary differentiator is: atlassian marketplace-app pedigree gives it unusually deep workflow-tool integration experience. They also differ in team size (51-200 vs 201-250), minimum engagement ($20K 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.