What is Cloud for AI?
Cloud for AI, developed by OChK experts, provides a foundation for building AI infrastructure the right way—resilient against cyber threats, compliant with regulations, and giving you full control over your data. At the same time, it delivers the key advantages of the cloud: high performance and maximum flexibility.
Flexible Deployment
Cloud for AI works in any environment—on-premises or in the cloud: private (on OChK Stack), public (Google Cloud, Microsoft Azure, or AWS), or hybrid.
Use it wherever it fits best: in your own data center, or in a distributed environment where your infrastructure components span both on-premise and public cloud.
Modularity and Technology Independence
With a single unified API, Cloud for AI lets you mix and match infrastructure components—from LLMs to other services—without having to rebuild your entire environment.
Experiment freely and find the best configuration for your application, while reducing costs, mitigating project risk, and accelerating time-to-deployment.
Eliminating Vendor Lock-In
The ability to manage resources across different cloud providers ensures full flexibility and technological agnosticism.
Cloud for AI is compatible with open-source and commercial technologies, which means you can build your own tailored ecosystem of tools and services—avoiding dependency on a single vendor and keeping your options open as technology evolves.
AI-First Infrastructure
Designed with LLM-based systems in mind, Cloud for AI addresses the unique challenges of real-time reasoning, unpredictable workloads, and fast-changing model ecosystems.
It provides instant scalability for sudden demand spikes, ultra-low latency for real-time processing, as well as full data and model control to ensure compliance and trust. No more over- or under-provisioning—just the right resources, at the right time.
Native Support for AI Agents
Cloud for AI is built for agent-based architectures, supporting orchestration frameworks like LangChain and CrewAI as well as custom solutions.
It offers a rich set of APIs and building blocks for developing specialized AI agents, all designed with agent ecosystem security at their core.
Cloud for AI represents a modern approach to building and scaling AI/ML applications. It is a technology-agnostic environment that does not limit you to a single provider or platform. By combining a unified technology layer with professional services (including cybersecurity and compliance), it eliminates the chaos that often accompanies large-scale projects and accelerates the achievement of business goals.
Compliance and Security by Design
Cloud for AI has been designed with legal regulations in mind, including the AI Act and the General Data Protection Regulation (GDPR). It helps organizations meet their key requirements and adapt to future regulations.
The solution provides AI/ML projects with an appropriate level of security, with each layer of Cloud for AI including mechanisms that recognize new-generation threats such as jailbreaking and prompt injection, which exploit the unique capabilities of AI systems.
Cloud for AI on the OChK Blog
If you want to delve deeper into the Cloud for AI architecture and learn more about this solution, check out the Cloud for AI series on the OChK blog. You’ll learn:
what tools are included in the multi-layered security architecture of Cloud for AI,
which technologies make up the inference layer,
how Cloud for AI implements intelligent GPU resource management,
what tools such as Crossplane, Credo AI, or Synthcity are used for,
how to increase the efficiency and security of AI agent operations,
what OChK Stack is, and how it can serve as the foundation for building Cloud for AI.
Why Cloud for AI?
Unified AI infrastructure
Cloud for AI brings all your AI systems into a single, consistent ecosystem that simplifies management, integration, and scaling.
Interoperable, modular architecture
You can swap infrastructure components freely without rebuilding your entire environment. Cloud for AI works seamlessly with both open-source and commercial technologies.
Technology independence
The open, modular ecosystem enables you to prevent vendor lock-in and gives you the freedom to choose the right tools for your needs.
Scalability
From a small PoC to full-scale production—Cloud for AI supports you at every key stage of your project’s growth.
Enterprise-grade security
Advanced safeguards not only isolate sensitive data but also protect against next-generation threats targeting AI systems.
Regulatory-ready architecture
Cloud for AI addresses the requirements of key legal regulations such as the AI Act, GDPR and NIS2, and is future-proofed to adapt to upcoming regulations.
Expert guidance
Our specialists support you in areas such as cybersecurity, compliance, data, automation, and infrastructure management.
Choose a consistent and secure artificial intelligence ecosystem for your organization—get in touch with the OChK experts.
FAQ
No, adopting Cloud for AI does not require your company to be in the public cloud. Our solution has been designed to operate in a variety of deployment models—including fully on-premises.
Yes. Our solution can operate entirely in an on-premises environment or in a private cloud, running directly on your infrastructure. There is no need to use a public cloud to develop AI systems, which gives you full control over the security and privacy of your data.
No. If you already rely on a particular cloud provider, such as Google, Microsoft, or AWS, you can continue to do so. Cloud for AI has been built to integrate across different platforms through a unified API. This gives you the ability to mix and match infrastructure components from multiple providers, replace them freely, and expand your ecosystem without having to rebuild your environment from scratch.
OChK Stack is our newly-developed proprietary cloud platform, built on the OChK Platform and open-source software. It allows organizations to design and comprehensively manage a sovereign cloud environment that emphasizes technological independence and data privacy. Equipped with next-generation GPUs, OChK Stack is fully AI-ready. Cloud for AI can be deployed directly on OChK Stack—including within your own infrastructure.
Yes. With Cloud for AI, data processing and storage can take place entirely in Poland, or directly within your infrastructure. This allows you to comply with GDPR, NIS2, and sector-specific regulations that impose strict data residency and sovereignty requirements.
The AI Act has a broad scope. It applies to organizations both within the EU and outside it, provided that their AI systems are offered or used within the European Union. Exceptions include military applications, purely research-related projects, and non-professional use. In principle, if your organization develops, deploys, or uses AI systems in the EU, you should assume that the AI Act applies to you.
Cloud for AI has been designed for organizations that:
- seek technological sovereignty and an infrastructure architecture that is independent, minimizing the risk of vendor lock-in,
- require full control over their data,
- need to deploy AI systems that meet current and upcoming legal and regulatory requirements,
- want to optimize costs and manage access to GPU resources more efficiently.
Yes, absolutely. You can deploy Cloud for AI entirely on-premises or in a private cloud located within your infrastructure. This ensures that all your data remains local, under your control, and compliant with regulations.
Yes. Thanks to its modular architecture and unified API, Cloud for AI eliminates the risk of vendor lock-in. You can freely select, integrate, and replace infrastructure components—including AI models—from different providers without having to re-architect your entire environment.
Yes. At OChK, we support organizations throughout the entire AI lifecycle. We don’t just deliver models—we help you minimize risks, accelerate time-to-value, and enable your teams to focus on innovation. Our services combine hands-on technical support with strategic workshops, helping you identify promising use cases, design strong business cases, and build scalable, secure architectures.
Related services
OChK Stack
A cloud platform that enables you to design and manage a sovereign cloud environment while maintaining full control over your data.
Google Cloud
A public cloud platform that enables you to build, test, and deploy your own solutions using Google’s cutting-edge infrastructure.
Microsoft Azure
A public cloud platform that helps you build, test, and implement your own solutions using Microsoft infrastructure.
Security/Compliance
Professional support in ensuring the highest level of security for your organization and its compliance with legal regulations.