Machine Learning & Deep Learning
We develop sophisticated ML/DL models tailored to your specific business needs, from predictive analytics to computer vision and natural language processing.
Machine Learning, Generative AI & Agentic AI Solutions

Our AI solutions use the most mature tools available today to help businesses automate processes, gain insights from data, and create intelligent systems that learn and adapt.
Our approach to agentic AI always keeps humans in the loop: agents read, prepare and propose; decisions and sign-off stay with people.
We develop sophisticated ML/DL models tailored to your specific business needs, from predictive analytics to computer vision and natural language processing.
We integrate and customize the main commercial LLMs (ChatGPT, Claude, Gemini) and open-weight models like Llama, Gemma, DeepSeek and Qwen. We develop generative AI solutions for text, images, and code.
We implement RAG with local or cloud LLMs to integrate your proprietary data. We offer private solutions with open-weight models like Llama, Gemma, DeepSeek and Qwen, keeping data and control on-premise.
We design AI agents with reasoning, persistent memory and tool-use capabilities: they read, prepare and propose, while decisions stay with people. We build multi-agent systems with the leading agentic frameworks, implementing A2A architectures for interoperable agents.
We implement MCP to enhance AI capabilities by providing contextual awareness and access to external tools and data sources, making AI systems more powerful and versatile.
We ensure responsible AI development with robust governance frameworks, bias detection, transparency measures and human approval of critical actions to build trustworthy AI systems.
We integrate AI capabilities into your existing systems and workflows, getting the most out of the technology investments you've already made.
We build bespoke AI solutions tailored to your specific industry challenges, from healthcare diagnostics to financial forecasting and beyond.
We implement secure AI solutions for sensitive and healthcare data, with local models, advanced encryption, and regulatory compliance to ensure privacy and security.
At noze, we employ a comprehensive approach to AI development, combining proven methodologies with innovative techniques to deliver solutions that drive real business value.
Our AI expertise includes:
We work closely with your team to understand your specific challenges and objectives, then develop AI solutions that deliver measurable results. Our development process is iterative and includes continuous improvement and adaptation to changing business needs.
We have delivered a wide range of AI projects: predictive analytics systems, custom enterprise chatbots with LLMs, computer vision systems for quality control, NLP solutions for document analysis, human-in-the-loop AI agents and multi-agent pipelines, and RAG systems with local and cloud models.
Our approach to AI integration is modular and flexible. We start with a thorough analysis of existing systems, identify optimal integration points, and develop AI solutions that fit into existing workflows, minimizing operational disruption.
We work with a mix of well-established industry technologies: TensorFlow, PyTorch and Keras for deep learning; leading commercial and open-weight models for generative AI; the main agentic frameworks for multi-agent systems; and MCP (Model Context Protocol) for integration with external tools and data. The choice depends on specific project requirements.
Data privacy is our top priority. We implement rigorous security measures, use data anonymization techniques, and follow industry best practices and privacy regulations like GDPR. We also offer on-premise AI solutions for particularly sensitive data.
Implementation times vary based on project complexity. Typically, a proof-of-concept can be developed in 4-8 weeks, while a complete solution may take 3-6 months. We adopt an agile approach with incremental releases to deliver value from the early stages of the project.
No: in our systems, agents read, prepare and propose, but any action with real impact (sending, signing, making changes) always requires a person's approval.
The AI agent that watches your attack surface, validates what is actually exploitable and prepares NIS2 evidence.
ProductTurnkey self-hosted AI for Italian municipalities and public bodies.
ProductThe agentic AI that oversees your documents and processes and prepares NIS2, GDPR and AI Act compliance.
ProductOn-premise agentic clinical AI. MDR pathway planned, currently Research Use Only.
ProductThe AI copilot for environmental and energy compliance at sites in Italy.
ProductThe open Admina platform + enterprise services for governed, sovereign AI: supports NIS2 and AI Act compliance.
NIS2, security and AI governance for SMEs.
IndustryOn-premise AI for municipalities, provinces and regions.
IndustryOn-premise clinical AI, MDR, sovereign data.
IndustryEnvironmental and energy compliance that turns into savings.
IndustryNIS2, AI Act and GDPR compliance for firms and consultants.
IndustryWhite-label, enterprise support, dedicated channel.
Industry25+ years of applied R&D, partner of European consortia.
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