Domyn
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About
Domyn is an enterprise AI ecosystem designed for organizations in regulated industries that require total control over their data, models, and infrastructure. Unlike public cloud AI providers, Domyn focuses on technological sovereignty, offering a chip-to-frontend framework that ensures no external dependencies. The platform allows businesses to retain full ownership of their intellectual property while guaranteeing auditability and privacy, making it a viable option for sectors like financial services and defense. It offers a comprehensive solution for companies that cannot risk data leakage or reliance on third-party networks for their core intelligence operations. The architecture includes several distinct layers: foundational models, an agentic platform, and high-performance compute. At its core are the Domyn Large and Domyn Small models, the latter being a 10-billion parameter model optimized for reasoning and Retrieval-Augmented Generation (RAG). Domyn uses Continual Pre-training (CPT) to help enterprises embed proprietary domain expertise into their models without exposing data to external networks. Furthermore, the ecosystem supports air-gapped deployments, allowing AI to run within secure, isolated enterprise perimeters. This ensures that the entire AI lifecycle, from training to deployment, remains within the organization's own secure firewall. Domyn is specifically built for large-scale regulated enterprises, including banks, insurance companies, government agencies, and advanced manufacturers. It caters to leadership roles such as Chief Data Officers, IT Architects, and Security Officers who need to balance the adoption of generative AI with strict compliance and security requirements. Specialized divisions, like the Financial Services Division, offer industry-specific agents for Decision Intelligence and critical workflow automation. These pre-built agents can be deployed immediately, or organizations can use the platform to develop their own custom autonomous intelligence ecosystems. What sets Domyn apart is its commitment to an end-to-end sovereign stack. By partnering with hardware leaders like NVIDIA and Cisco and utilizing its own Colosseum supercomputer, powered by NVIDIA Blackwell GPUs, Domyn provides a hardware-optimized software layer. This eliminates the black box nature of typical AI services, providing a transparent and governable alternative that aligns with European AI regulations and global security standards. The result is a platform that offers the power of modern LLMs while maintaining the rigorous data security standards required by the world's most sensitive organizations.
Pros & Cons
Provides total ownership of data and models without reliance on external cloud providers
Supports air-gapped solutions for maximum security in highly regulated sectors
Uses Continual Pre-training to embed proprietary knowledge into enterprise-specific models
Optimized for high-performance reasoning with NVIDIA Blackwell GPU architecture
Compliant with international AI standards and the EU AI Code
Highly complex infrastructure requirements may require significant technical expertise
Focused strictly on large-scale enterprises, making it inaccessible for smaller organizations
Pricing information is not publicly available and requires direct sales engagement
Use Cases
Financial institutions can deploy specialized agents for Decision Intelligence to automate critical data-driven workflows while maintaining full data sovereignty.
Defense organizations can utilize air-gapped AI environments to process sensitive intelligence without connecting to external networks.
Manufacturing firms can use Continual Pre-training to build LLMs that understand specific technical proprietary documentation and engineering specifications.
Public sector agencies can implement sovereign AI stacks to ensure citizen data remains within national borders and compliant with local regulations.
Platform
Task
Features
• sovereign ai infrastructure
• end-to-end enterprise governance
• multilingual rag optimization
• colosseum supercomputer (115 exaflops)
• decision intelligence specialized agents
• 10b-parameter small language model
• continual pre-training (cpt)
• air-gapped deployment capability
FAQs
What is sovereign AI in the context of Domyn?
Sovereign AI means your organization maintains full control over every layer of the stack, from the hardware and compute to the foundational models and data. This ensures no hidden dependencies on third-party providers or external networks.
Can Domyn operate in isolated environments?
Yes, Domyn offers air-gapped solutions specifically designed for secure enterprise perimeters. This allows regulated industries to run AI capabilities without any reliance on external internet connectivity or third-party cloud services.
What are the capabilities of the Domyn Small model?
Domyn Small is a 10-billion parameter multilingual model optimized for reasoning, long-document understanding, and RAG. It is designed to balance accuracy and efficiency for complex enterprise-level tasks and decision intelligence.
How does Domyn handle model updates with private data?
The platform utilizes Continual Pre-training (CPT) to evolve models with your organization's specific proprietary knowledge. This process embeds domain expertise into the model without exposing sensitive data to external entities.
What hardware supports the Domyn infrastructure?
Domyn's Colosseum supercomputer is powered by the latest NVIDIA Blackwell GPUs. The platform is built on an integrated chip-to-frontend framework in partnership with infrastructure leaders like Cisco and Vertiv.
Job Opportunities
Enterprise Account Executive
Build and deploy sovereign AI with full control over models and data using an integrated stack designed for highly regulated enterprise environments.
Benefits:
Learning Friday
Smart Working
Salary based on experience
Bonuses
Experience Requirements:
5+ years of successfully selling Software/SaaS, Enterprise license agreements
Experience focussed on generating new business within Enterprise accounts
Track record in closing large, multi-year deals
Other Requirements:
Excellent verbal and written communication, presentation, and relationship management skills
Ability to thrive in fast-paced startup environment
Fluent knowledge of both Italian and English
Previous Experience in Business Intelligence, Data Warehousing, or Analytics applications (Nice to have)
Experience implementing MEDDPICC (Nice to have)
Responsibilities:
Build client relationships with enterprise businesses within a specified region
Prospect, develop, and close business within a timely manner
Negotiate and close agreements with Clients
Support new customers through the on-boarding process
Collaborate on marketing initiatives, product prioritization, and partner enablement
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Head of Institutional Affairs
Build and deploy sovereign AI with full control over models and data using an integrated stack designed for highly regulated enterprise environments.
Benefits:
Learning Friday
Smart Working
Salary based on experience
Bonuses
Experience Requirements:
Significant experience in public policy, regulatory affairs, or institutional relations
Deep understanding of AI governance, digital policy, and emerging regulatory frameworks
Proven ability to engage senior policymakers and navigate complex institutional environments
Other Requirements:
Exceptional communication, negotiation, and analytical-writing skills
Strong cross-functional collaboration and stakeholder-management experience
Fluency in English
Additional European languages are a strong plus
Responsibilities:
Develop and execute institutional and public-policy strategies related to AI governance
Build strong relationships with government bodies, regulators, and industry groups
Monitor regulatory developments and translate implications for internal stakeholders
Lead external engagement, advocacy, and representation in policy forums
Prepare policy briefs, position papers, and thought-leadership materials
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