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Production-grade AI Engineering consulting

SwirlAI helps companies move from AI prototypes to production-grade AI systems. We work with engineering and product teams on LLM applications, RAG, AI agents, evaluation, LLMOps, observability, and AI platform architecture.

We also teach End-to-End AI Engineering and LLMOps, combining hands-on implementation with practical team enablement. Our goal is to help clients not only ship reliable AI systems, but also build the internal engineering capability to maintain and scale them.

  • Min project size
    $25,000+
  • Hourly rate
    $100 - $149 / hr
  • Employees
    2 - 9
  • Year founded
    Founded 2025

Service Lines
AI Agents
25%

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Our Story

SwirlAI is led by Aurimas Griciunas, CEO, and Karolina Griciune, COO. Our team combines AI engineering expertise, operational discipline, and a strong teaching practice in End-to-End AI Engineering and LLMOps. We help organizations build production-grade AI systems while developing the internal capability to own, evaluate, and improve them long term. We value technical clarity, execution quality, and responsible AI adoption.

What Sets Us Apart

1. Production-grade AI Engineering

SwirlAI focuses on AI systems that are designed to be reliable, evaluated, observable, and maintainable in production. Our expertise spans LLM applications, RAG, AI agents, LLMOps, and production AI architecture.

2. Implementation with enablement

We combine hands-on consulting with technical education in End-to-End AI Engineering and LLMOps. This helps client teams build internal capability rather than becoming dependent on external vendors.

3. Senior, pragmatic partnership

Led by Aurimas Griciunas and Karolina Griciune, SwirlAI brings 10+ years of industry experience, technical depth, operational discipline, and a practical approach to helping organizations turn AI initiatives into durable engineering outcomes.

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