Solution
AI Development for Companies
Intelligent agents, chatbots, automations, and predictive analytics tailored to your processes — not off-the-shelf solutions.
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Prima di scriverci, aiutaci a capire di cosa hai bisogno.
1. Che tipo di progetto hai in mente?
2. A che punto sei con le specifiche?
3. Con che urgenza hai bisogno del progetto?
Intelligent agents, chatbots, automations, and predictive analytics tailored to your processes — not off-the-shelf solutions.
Magnetica Development develops custom artificial intelligence solutions for businesses: AI agents, enterprise chatbots, predictive analytics systems, computer vision, and intelligent knowledge bases.
The solutions are designed and integrated directly into the company’s existing processes and systems — ERP, CRM, management software, mobile apps — without reliance on generic SaaS platforms.
Bringing artificial intelligence into your company doesn’t mean adopting ChatGPT or buying a subscription to some SaaS platform. It means building systems that understand your data, speak your language, and integrate with the workflows you already have.
We develop custom AI solutions: from feasibility analysis to production deployment, we handle the entire project with the same approach we use for any complex software — because, in the end, an AI system is first and foremost a software system.
Tailor made solutions
Integrate with your systems
Secure data
From wireframe to deploy
We don’t sell categories of technology. Here are the concrete systems we build for the companies that choose to work with us.
AI Agents & Automation: Systems that operate autonomously: they read emails, classify documents, fill out forms, open tickets, and update databases. Whenever a manual process repeats with the same rules, an AI agent can handle it — faster, more accurately, and without overloading your team.
Chatbots & Business Assistants: Not your typical scripted bots. We build conversational assistants trained on your documents, your products, and your company’s procedures. Deployable on websites, mobile apps, WhatsApp Business, or your internal tools.
Intelligent Knowledge Bases (RAG): Your archive of documents, manuals, contracts, and procedures becomes queryable in natural language. Your employees find answers in seconds; your support team stops answering the same questions over and over. Your data stays within your infrastructure.
Predictive Analytics & Forecasting: We build machine learning models trained on your historical data: sales forecasting, anomaly detection, predictive maintenance, churn detection. Not just descriptive dashboards — systems that anticipate what will happen and let you act in advance.
Computer Vision & Image Recognition: Automated quality control on production lines, object or person detection, document and receipt reading (advanced OCR), real-time video stream analysis. We integrate computer vision models directly into your systems or applications.
AI in Your Existing Software: Already using an ERP, CRM, or a custom web application built by us or others? We add AI capabilities without starting from scratch: integration with GPT-4, Claude, Mistral, or on-premise models that keep your data fully private.
The market is full of agencies that “do AI.” Here’s what concretely sets us apart.
We build complete software architectures: data pipelines, application logic, storage, and integration APIs. The AI model is just one component — the system is what creates value for your business.
We bring over twenty years of experience in developing management systems, ERPs, mobile apps, and web platforms for SMEs and large enterprises. We know how to integrate AI into real-world architectures — not isolated demos.
Feasibility analysis, prototyping, development, testing, deployment, and maintenance. We don’t work to deliver code — we work to deliver a system that actually performs in your operational environment.
An AI project follows the same methodological rigor as any complex software project. Here are the phases we go through together.
Ascoltiamo il problema, valutiamo la fattibilità tecnica e identifichiamo l'approccio più adatto. 30 minuti, nessun impegno.
Studio dell'architettura, stack tecnologico, stima costi e tempi. Ti consegnamo un documento chiaro prima di scrivere una riga di codice.
Prototipo validabile → iterazioni → rilascio progressivo. Non aspetti mesi per vedere qualcosa: le prime versioni funzionanti arrivano in poche settimane.
Integriamo il sistema nel tuo ambiente, formiamo il tuo team e garantiamo supporto continuativo post-lancio.
Every industry has different problems, but many can be solved with the same tools — applied the right way. Here are some concrete scenarios we’ve worked on or are ready to prototype.
Manufacturing & Industry: A predictive maintenance system that analyzes IoT sensor data in real time and flags anomalies before they turn into failures. Or an AI agent that automatically classifies production reports and updates the MES without manual intervention.
Services & SMEs: A virtual assistant trained on company procedures and products, available 24/7 on the website and WhatsApp. It handles first-level support, gathers qualified requests, and automatically routes them to the appropriate department.
E-commerce & Retail: A semantic search engine for product catalogs — users describe what they’re looking for, and the system understands intent, not just keywords. Or a system that automatically generates SEO-optimized product descriptions starting from technical specifications.
Marketing & Communication: A structured pipeline for content generation: brief → research → draft → human review → publication. AI accelerates each phase while maintaining the company’s tone of voice. Plus predictive models to optimize ad campaigns based on historical performance data.
Yes. We also work with locally hosted models (Ollama, Mistral, LLaMA) running within your infrastructure, without sending data to external cloud services. Alternatively, we use private cloud environments with data processing agreements appropriate for your industry. The choice depends on the type of data, its level of sensitivity, and your existing infrastructure: we discuss this during the discovery call.
It depends on the complexity. A document-based RAG chatbot can start from a few thousand euros; a predictive analytics system on complex structured data has a very different scope. What doesn’t change is our approach: before any pricing, we conduct a technical analysis. Not quoting blindly isn’t a limitation — it’s the difference between a rough estimate and a serious proposal.
For personal use and generic tasks, yes. For integrating your company data, your systems, and your specific processes, no. ChatGPT doesn’t know your CRM, doesn’t read your internal documents, doesn’t connect to your ERP, and doesn’t operate autonomously across your workflows. A custom AI system does all of this — and that’s exactly what we build.
A working prototype is typically available within 3–6 weeks from kickoff. A full production system takes between 2 and 6 months, depending on the complexity of the integrations. We work in iterative sprints: you don’t wait for a final “big bang” to see results — each sprint delivers something concrete and testable.
Find out which industries we work with most often regarding AI integration software. Can't find your industry? Contact us for a demo relevant to your target industry or business sector.
Don't wait to shape your plans, let us carry out your project with care and attention
