Empowering Modern Systems Through AI, Automation and Innovation

Transform your infrastructure with cutting-edge AI solutions, cloud automation, RAG systems, and expert DevOps practices

Why Dnysus?

We deliver excellence through innovation and expertise

Our Services

AI & Machine Learning

Advanced AI solutions including fine-tuning LLMs, RAG (Retrieval-Augmented Generation) systems, MCP (Model Context Protocol) integrations, and custom ML model development.

Backend

Robust and scalable backend solutions using Java Spring, microservices architecture, and modern API design patterns.

Big Data & Analytics

Transform your data into actionable insights with advanced analytics, data pipelines, and machine learning solutions.

Infrastructure

Cloud-native infrastructure solutions with AWS, Azure, and DigitalOcean. Terraform and Ansible automation for seamless deployments.

DevOps & Delivery

Streamlined CI/CD pipelines, containerization with Docker and Kubernetes, and automated testing for faster, reliable releases.

Delivery

End-to-end project delivery with agile methodologies, ensuring quality, performance, and timely completion.

Others

Custom solutions tailored to your unique business needs, including consulting, system architecture, and technical advisory.

// AI-Powered Solutions
{
  "model": "fine-tuned-llm",
  "rag_enabled": true,
  "mcp_integration": {
    "protocol": "v1.0",
    "context_window": "128k"
  }
}

AI & RAG Systems

Build intelligent applications with fine-tuned LLMs, Retrieval-Augmented Generation, and Model Context Protocol integrations for enhanced AI capabilities.

  • LLM fine-tuning & optimization
  • RAG pipeline implementation
  • MCP protocol integration

Infrastructure as Code

Automate your infrastructure deployment with Terraform and Ansible. Version-controlled, repeatable, and scalable infrastructure management.

  • Automated provisioning
  • Version control integration
  • Multi-cloud support
// Automated Infrastructure
resource "aws_instance" "app" {
  ami           = var.ami_id
  instance_type = "t3.medium"

  tags = {
    Name = "dnysus-app"
  }
}
Build
Test
Deploy

CI/CD Automation

Streamline your development workflow with automated testing, building, and deployment pipelines.

  • Automated testing
  • Continuous deployment
  • Rollback capabilities

Built for Teams

🚀

Fast Deployment

Deploy faster with automated pipelines and infrastructure as code

🔒

Security First

Built-in security best practices and compliance standards

📊

Real-time Monitoring

Track performance and get insights with advanced analytics

🔄

Scalable Solutions

Grow your infrastructure seamlessly as your business expands

About Dnysus

We are a technology company specializing in AI & Machine Learning, modern system automation, cloud infrastructure, and DevOps practices. Our team of experts helps businesses transform their technology stack with cutting-edge AI solutions, RAG systems, LLM fine-tuning, and enterprise automation.

Based in Tallinn, Estonia, we serve clients globally with a focus on quality, innovation, and reliability.

50+

Projects Delivered

99.9%

Uptime SLA

24/7

Support Available

Frequently Asked Questions

We specialize in LLM fine-tuning, RAG (Retrieval-Augmented Generation) system implementation, MCP (Model Context Protocol) integrations, custom ML model development, and AI-powered automation. We work with leading frameworks and can integrate AI capabilities into your existing applications.

RAG (Retrieval-Augmented Generation) combines the power of large language models with your proprietary data. It allows AI to access and use your company's knowledge base, documents, and databases to provide accurate, contextual responses. This is ideal for building intelligent chatbots, knowledge assistants, and customer support systems.

We support AWS, Azure, and DigitalOcean. Our team has extensive experience with multi-cloud architectures and can help you choose the best platform for your needs, including AI/ML-optimized infrastructure with GPU support.

Yes! We provide comprehensive Kubernetes solutions including cluster setup, configuration, CI/CD pipeline integration, monitoring, and scaling strategies. We also implement Docker containerization and microservices architectures for modern, cloud-native applications.

Project timelines vary based on scope and complexity. AI/ML prototypes can be delivered in 2-4 weeks, infrastructure automation in 3-6 weeks, while comprehensive digital transformations may take 3-6 months. We provide detailed timelines and milestones during our initial consultation.

We work with a wide range of modern technologies: Java Spring for backend, Python for AI/ML, Terraform and Ansible for infrastructure automation, Docker and Kubernetes for containerization, and leading AI frameworks like TensorFlow, PyTorch, LangChain, and OpenAI APIs. We stay current with emerging technologies to deliver cutting-edge solutions.

Yes, we offer 24/7 support and maintenance packages tailored to your needs. Our support includes system monitoring, performance optimization, security updates, model retraining for AI systems, and continuous improvement. We ensure your systems remain reliable, secure, and up-to-date.

Absolutely! We specialize in integrating with existing systems and teams. We assess your current infrastructure, identify improvement opportunities, and create migration strategies that minimize disruption. We also provide training and knowledge transfer to empower your team with new capabilities.

Security and compliance are paramount in everything we do. We implement encryption at rest and in transit, follow GDPR and industry-specific compliance requirements, conduct regular security audits, and use secure AI practices including data anonymization and model privacy. All our solutions are built with security-first principles.

We offer flexible pricing models including fixed-price projects, time-and-materials arrangements, and retainer-based support. Pricing depends on project scope, complexity, and timeline. We provide transparent estimates after understanding your requirements and always deliver value-focused solutions. Contact us for a customized quote.

Ready to Transform Your Infrastructure?

Let's discuss how we can help you achieve your technology goals