Best AI Agent Development Agencies

RTS Labs vs Deviniti: full comparison for 2026

Last updated: August 2026

Quick verdict

RTS Labs (4.2/5) edges ahead of Deviniti (3.8/5) overall. RTS Labs is the better choice for buyers who already have pilot budget approved and want an agency to formalize governance for a production rollout.. Deviniti is the stronger option for buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record.. The right choice depends on your project size, budget, and required tech stack.

RTS Labs vs Deviniti: head-to-head summary

Criterion RTS Labs Deviniti
Founded 2010 2004
HQ Glen Allen, VA, USA Wrocław, Poland
Team size 51–200 201–500
Rating 4.2 / 5 3.8 / 5
Best for Buyers who already have pilot budget approved and want an agency to formalize governance for a production rollout. Buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record.
Pricing model Fixed project, dedicated team Fixed project, dedicated team
Min. engagement $25K (per company website; independently unverifiable) $20K (per company website; independently unverifiable)
Primary tech stack Python, LangChain, LangGraph Python, Java, LangChain
Industries served Financial Services, Healthcare, Manufacturing, Retail & E-commerce Financial Services, Manufacturing, Technology & SaaS, Retail & E-commerce

RTS Labs vs Deviniti: overview

RTS Labs

RTS Labs is a Richmond/Glen Allen, Virginia-based AI agency founded in 2010, with roughly 66–100 employees, positioning itself explicitly as a boutique alternative to large systems integrators. Its specialization in the architecture, guardrails, and hands-on engineering needed to move an agentic pilot into a governed production deployment means clients that have already funded a proof-of-concept get a faster contracting cycle than a large SI's standard enterprise process.

Deviniti

Deviniti is a Wrocław, Poland-based software agency founded in 2004 by Piotr Dorosz and Jacek Machata, with roughly 260 employees across Europe and North America. Its established Atlassian Marketplace app and consulting business gives buyers a checkable, independently reviewable track record beyond the agency's self-reported claims — a useful reference point most competitors on this list lack.

Services and capabilities: RTS Labs vs Deviniti

Capability RTS Labs Deviniti
Multi-agent orchestration
RAG / knowledge integration
Workflow & systems integration
Coding agents
Monitoring & anomaly detection
Customer-facing agents

Tech stack comparison: RTS Labs vs Deviniti

Framework / platform RTS Labs Deviniti
LangChain
LangGraph N/A
AutoGen N/A 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
Kubernetes N/A

Pricing comparison: RTS Labs vs Deviniti

Criterion RTS Labs Deviniti
Minimum engagement $25K (per company website; independently unverifiable) $20K (per company website; independently unverifiable)
Engagement models Fixed project, Dedicated team Fixed project, Dedicated team
Rate transparency Minimum disclosed Minimum disclosed
Price tier Accessible Accessible

Target audience comparison: RTS Labs vs Deviniti

Dimension RTS Labs Deviniti
Best company size Startup to mid-market Startup to mid-market
Best industries Financial Services, Healthcare, Manufacturing Financial Services, Manufacturing, Technology & SaaS
Best use cases Converting an internal agentic pilot into a production system with proper monitoring and guardrails, Buyers wanting a boutique agency alternative to a large systems integrator Buyers wanting an agency whose track record can be independently checked via a third-party marketplace, Workflow-integration agents for teams already running Atlassian tooling
Typical project type Fixed project Fixed project

RTS Labs vs Deviniti: pros and cons

RTS Labs
+ Explicit boutique-agency positioning as an alternative to large systems integrators
+ Faster contracting cycle than a large SI's standard enterprise MSA process
+ Founder-led (Jyot Singh) continuity since 2010 gives a stable point of contact
+ Explicit governance/guardrails framing maps cleanly to production readiness for agentic systems
- 66–100 person team caps capacity for very large or multi-workstream production rollouts
- Narrower public case study library than larger, longer-established competitors
- Primarily US-market focused with less documented international delivery experience
Deviniti
+ Atlassian Marketplace and partner listings give buyers an independently checkable track record
+ Two decades of enterprise systems-integration experience, originally rooted in financial-sector IT
+ ~260-person team spread across Europe and North America for regional delivery coverage
+ Founder-led continuity since 2004 provides institutional stability
- Agentic AI is a newer addition to a legacy enterprise-software and Atlassian practice
- Less name recognition in AI-specific procurement circles compared to AI-first competitors
- Public agentic-specific case studies are limited relative to its Atlassian portfolio

Who should choose RTS Labs?

RTS Labs is the right choice for buyers who already have pilot budget approved and want an agency to formalize governance for a production rollout..

Boutique US agency explicitly positioned as an alternative to large systems integrators, scoped around the pilot-to-production transition.. Minimum engagement starts at $25K (per company website; independently unverifiable). Works best with clients in Financial Services, Healthcare, Manufacturing, Retail & E-commerce.

Who should choose Deviniti?

Deviniti is the right choice for buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record..

An Atlassian Marketplace and partner track record independently checkable outside the agency's own claims, applied to agent workflow integration.. Minimum engagement starts at $20K (per company website; independently unverifiable). Works best with clients in Financial Services, Manufacturing, Technology & SaaS, Retail & E-commerce.

Decision matrix: RTS Labs vs Deviniti

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

Use case RTS Labs fit Deviniti fit Winner
Converting an internal agentic pilot into a production system with proper monitoring and guardrails Strong Limited RTS Labs
Buyers wanting a boutique agency alternative to a large systems integrator Strong Strong Both equally
Buyers wanting an agency whose track record can be independently checked via a third-party marketplace Strong Strong Both equally
Workflow-integration agents for teams already running Atlassian tooling Limited Strong Deviniti
Fixed-price build Limited Limited Both equally
Staff augmentation Limited Limited Both equally

Verdict: RTS Labs vs Deviniti

RTS Labs (4.2/5) is the stronger overall choice for most AI Agent Development projects. Boutique US agency explicitly positioned as an alternative to large systems integrators, scoped around the pilot-to-production transition.. It is best for buyers who already have pilot budget approved and want an agency to formalize governance for a production rollout..

Deviniti (3.8/5) is the better choice when buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record.. If your situation matches those criteria, Deviniti is a competitive option.

Related comparisons

RTS Labs vs Deviniti FAQ

Is RTS Labs better than Deviniti?

RTS Labs (4.2/5) scores higher overall, but "better" depends on your use case. RTS Labs is better for buyers who already have pilot budget approved and want an agency to formalize governance for a production rollout.. Deviniti is better for buyers on the Atlassian ecosystem wanting an agency with an independently checkable marketplace/partner track record..

How do RTS Labs and Deviniti differ in pricing?

RTS Labs uses fixed project, dedicated team pricing with a minimum engagement of $25K (per company website; independently unverifiable). Deviniti uses fixed project, dedicated team pricing with a minimum engagement of $20K (per company website; independently unverifiable). Neither firm publishes a full rate card; a discovery call is required for project-specific quotes.

Which is better for enterprise: RTS Labs 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 agency before shortlisting.

What are the main differences between RTS Labs and Deviniti?

RTS Labs's primary differentiator is: boutique us agency explicitly positioned as an alternative to large systems integrators, scoped around the pilot-to-production transition.. Deviniti's primary differentiator is: an atlassian marketplace and partner track record independently checkable outside the agency's own claims, applied to agent workflow integration.. They also differ in team size (51–200 vs 201–500), minimum engagement ($25K (per company website; independently unverifiable) vs $20K (per company website; independently unverifiable)), and primary industries served (Financial Services, Healthcare vs Financial Services, Manufacturing).

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