Oraios AI
Oraios AI delivers genuine value to customers through deep AI expertise and operational efficiency, focusing on creating elegant solutions to complex problems. The company provides AI solution development, consulting, use case identification workshops, and AI trainings.
At a Glance
- Organizations seeking AI solutions for complex problems
- Automotive sector (previous experience)
- Enterprise organizations needing AI integration
- Companies requiring reinforcement learning implementations
- +6 more
AI Tools by Oraios AI
(1)
Serena
AI Coding Agent Toolkit
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Latest News
Launch of Serena - powerful coding agent toolkit as MCP server
Launch of qahl - AI-powered political information platform for German 2025 parliamentary elections
Legal registration of Jain & Panchenko IT-Berater Partnerschaft
Founding of Oraios AI by Dr. Dominik Jain and Michael Panchenko
Products & Services
Core offering addressing complex problems with broad AI expertise, including generative AI, reinforcement learning, probabilistic models, supervised learning, and combinatorial optimization & search
Comprehensive workshops helping organizations identify valuable AI opportunities with feasibility analysis, requirements assessment, and complexity estimates
Educational programs spanning technical depth to executive insights, including software engineering for ML applications and practical reinforcement learning
A free, open-source coding agent toolkit that transforms any LLM into a fully-featured coding assistant with IDE-level semantic code analysis and editing capabilities. Built on the language server protocol (LSP), it provides symbol-level code understanding that enables precise retrieval, targeted code modifications, and autonomous task completion across multiple programming languages.
Market Position
Distinguished by exceptional quality of service delivery and capacity to undertake a wide range of complex AI projects. Focus on pragmatism, efficiency, rationality, and technological pluralism. Core maintainers of major open-source AI/ML libraries (Tianshou). Decades of collective experience across demanding projects, industries, and domains. Emphasis on creating elegant, maintainable solutions that balance generality and simplicity.
Leadership
Founders
Dr. Dominik Jain
Computer scientist with PhD in artificial intelligence from Technische Universität München (2012, summa cum laude). Over 20 publications as a research scientist. 18 years of coding experience. Lead AI Researcher at appliedAI Initiative (joined May 2023), focused on reinforcement learning and generative AI. Previously Applied Research Lead at jambit for 11 years, working on Graph-SLAM, probabilistic map-matching, multi-agent planning, and mobility forecasting. Core maintainer of Tianshou reinforcement learning library. Certificate in Technology Management from CDTM.
Michael Panchenko
AI researcher with master's degrees in mathematics and theoretical physics from Ludwig-Maximilians-Universität München. PhD in Theoretical and Mathematical Physics (2015). Former researcher in theoretical physics at LMU Munich. Lead AI Researcher at appliedAI Initiative since 2020, working on reinforcement learning for electron microscopes and large language model applications. University-level teaching experience in physics and mathematics, as well as industry trainings in ML engineering and Bayesian methods. Core maintainer of Tianshou reinforcement learning library.
Executive Team
Dr. Dominik Jain
Co-Founder
AI Researcher & Software Architect with PhD in AI from TU München, 18 years coding experience, former Lead AI Researcher at appliedAI Initiative, former Applied Research Lead at jambit
Michael Panchenko
Co-Founder
AI Researcher with master's degrees in mathematics and theoretical physics, PhD in Theoretical and Mathematical Physics, former Lead AI Researcher at appliedAI Initiative
Founding Story
Oraios AI — derived from the Greek word for 'beautiful' — was founded in 2024 by friends and long-time collaborators Dominik Jain and Michael Panchenko. Their goal was to launch an independent venture dedicated to delivering genuine value to customers through deep AI expertise and operational efficiency. With decades of collective in-house experience across demanding projects, industries, and domains, they focus on building the right systems by combining engineering rigor with efficiency.
Business Model
Revenue Model
Consulting services for AI solution development, workshops for use case identification and assessment, AI training programs. Open-source project sponsorships (e.g., GitHub Sponsors). Premium plugin offerings (e.g., Serena JetBrains plugin at $5/month).
Target Markets
- Organizations seeking AI solutions for complex problems
- Automotive sector (previous experience)
- Enterprise organizations needing AI integration
- Companies requiring reinforcement learning implementations
- Businesses needing probabilistic modeling and prediction systems
- Mobility and transportation services
- Controlling nanoscale visualization apparatus via reinforcement learning
- Mapping road lanes from noisy sensor data via Graph-based SLAM
- Probabilistic map matching of vehicle traces
- Predicting personalized future energy requirements of electric vehicles
- Predicting future demand for on-demand mobility services
- Routing with probabilistic goals to incorporate parking spot search