Custom Artificial Intelligence
Bespoke AI solutions for ambitious businesses. Not a ChatGPT wrapper: purpose-built AI architectures, engineered from scratch and integrated into your business flow.
AI solutions built around your business
From process automation to predictive analytics: artificial intelligence designed to generate concrete value in your business.
LLM Fine-tuning & Custom Models
We train and tune language models on your own business data. No off-the-shelf models: we build AI that speaks the language of your industry and answers your specific needs.
- Fine-tuning on proprietary data
- Domain-specific models
- Optimized inference
- Evaluation & benchmarking
RAG Systems & Knowledge Base
Retrieval-Augmented Generation systems that turn company knowledge into precise answers. Internal documentation, technical manuals, knowledge bases — all accessible through AI.
- Vector databases
- Custom embeddings
- Semantic search
- Document integration
AI Agents & Automation
Autonomous AI agents that automate complex processes. From data analysis to report generation, from email handling to workflow optimization — AI works for you.
- Multi-step agents
- Tool integration
- Workflow automation
- Monitoring & logging
Why choose F2N for AI
Engineered AI, not a ChatGPT wrapper
The market is full of "AI solutions" that are just a UI on top of ChatGPT. F2N designs AI architectures from the ground up: custom models, optimized data pipelines, deep integrations with your systems.
AI specialists you can rely on
We are one of the few teams with deep expertise in LLMs, RAG and AI Agents. Our co-founder specializes in artificial intelligence and data engineering — this is not a side project, it is our core business.
AI that fits into your business
We don't build demos: we build AI systems in production. Every solution is designed to integrate with your existing processes, with clean APIs, monitoring and scalability.
Measurable ROI
Every AI project has KPIs defined from day one. We measure the concrete impact on your business — faster turnaround, higher quality, lower costs — and iterate to maximize the return.
Artificial intelligence for ambitious businesses
Artificial intelligence is no longer a futuristic technology — it is a concrete tool for companies that want to compete. From SMEs to enterprises, organizations are discovering how AI can transform production processes, optimize the supply chain, automate repetitive tasks and create new services for their customers.
F2N is the software house that brings this transformation to ambitious businesses. We don't sell software licenses or off-the-shelf products: we design bespoke AI architectures that solve your company's specific problems. From fine-tuning language models for customer service, to RAG systems for your corporate knowledge base, to AI agents that automate entire workflows — every solution is engineered for your context.
Real-world use cases for AI in business
The applications of artificial intelligence are endless, but the most requested by our clients include: customer-service automation with intelligent chatbots, predictive analytics for plant maintenance, logistics and warehouse optimization, automatic generation of reports and documentation, and smart classification and search across company documents. F2N has the expertise to deliver all of these solutions with an engineering-driven approach and measurable results.
Frequently Asked Questions
How can AI help my business?
AI can automate repetitive processes, improve customer service with intelligent chatbots, optimize the supply chain with predictive analytics, make your corporate knowledge base instantly accessible and much more. The first step is a call to understand where AI can generate the most value in your specific business.
How much does a custom AI solution cost?
Costs vary with complexity. A chatbot with RAG over your documentation starts in the low thousands of euros. More complex AI solutions with custom models and enterprise integrations require larger investments. We always provide a transparent quote after analyzing your needs.
What's the difference between a ChatGPT wrapper and a custom AI solution?
A wrapper is an interface on top of ChatGPT: it uses OpenAI's generic model with no customization. A custom AI solution from F2N includes models trained on your data, optimized ingestion pipelines, retrieval-augmented generation over your knowledge base, and deep integrations with your systems. The difference is between a generic tool and a proprietary asset.
Can F2N integrate AI into our existing business systems?
Yes, that is our standard approach. We design AI solutions with clean APIs that integrate with your ERP, CRM, management software and any existing system. The goal is to enhance your processes, not replace them.
How long does it take to get a working AI solution?
A working MVP can be ready in 3–4 weeks. More complex solutions with fine-tuning and integrations take 2–3 months. We work in weekly sprints, so you see concrete progress from the very first week.
Is my company data safe?
Absolutely. Data security is a top priority. We can deploy AI solutions entirely on-premise or in a private cloud, so your data never leaves your perimeter. Every architecture is designed with privacy by design.