"What does AI development for companies mean?"

"Enterprise AI development consists of integrating artificial intelligence solutions into business processes to automate activities, improve efficiency and create new business opportunities. It includes chatbots, recommendation systems, predictive analytics, natural language processing and computer vision."

"What is RAG and why is it important for companies?"

"RAG (Retrieval Augmented Generation) is a technique that combines LLMs with corporate knowledge bases to:"

"How much does it cost to develop an AI solution?"

"Costs depend on complexity and solution type:"

"What AI solutions do you develop?"

"We develop various AI solutions:"

"What LLMs and technologies do you use?"

"We work with major providers and frameworks:"

"How do you ensure security and privacy in AI solutions?"

"Security is integrated into every AI project:"

AI Development Services for Your Business Growth

We develop AI solutions for the enterprise: LLM-powered chatbots and assistants with RAG architecture, autonomous agents, semantic search, and process automation. We integrate OpenAI, Google Vertex AI, Anthropic Claude, and open-source models (Llama, Mistral) into applications that comply with GDPR and the EU AI Act, with on-premise and private cloud options.

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What do you need?

Bring AI into your digital products, with an expert team and a ready infrastructure

What is AI development for businesses? AI development includes integrating artificial intelligence into digital products: chatbots, RAG, content generation, process automation, predictive analytics. It involves selecting models (GPT, Claude, Gemini, open source), fine-tuning and prompt engineering.

Who develops AI solutions in Italy? SparkFabrik is an Italian company based in Milan that develops enterprise AI solutions. We integrate generative artificial intelligence, RAG and intelligent automations into our clients’ applications, combining our cloud-native expertise with the latest AI technologies.

Imagine AI that perfectly meets your needs, tailored to your processes.

A streamlined and organized process for developing and adopting Artificial Intelligence, seamlessly integrated into your workflows, without disrupting your team’s daily activities.

Your competitors are already moving, integrating AI into their systems: 79% of enterprise companies are already adopting AI, from Content Management to Infrastructure.

It is imperative not to fall behind and embrace this paradigm shift in the market.

You need comprehensive and reliable support to make the leap from before to after, without stumbling.

Consulting and Vertical Expertise
We guide you in making the right decisions from the start, leveraging our extensive experience working alongside startups and large organizations, as well as our own adoption of Artificial Intelligence.
Dedicated Team
A team of experts fully dedicated to your project, ready to design a tailored solution, support your internal team, and transfer knowledge and best practices.
Security
We embrace a security-by-design approach from the very beginning. Our deep expertise in software and supply chain security ensures safe and reliable solutions.

What we can do for you

TURN ARTIFICIAL INTELLIGENCE INTO YOUR COMPETITIVE ADVANTAGE

As a trusted AI software development company, we guide you through effective AI adoption, ensuring a concrete, efficient, and sustainable transformation.

Through in-depth analysis of your needs, we design custom AI development services that seamlessly integrate into your processes.

With agile implementation and continuous integration, we help you stay ahead, offering expert guidance in selecting the best technologies in an ever-evolving landscape.

The market context confirms the strategic relevance of this investment: according to McKinsey’s The State of AI report, AI adoption is accelerating across industries, with most organizations now using AI in at least one business function.

AI Solution Company with proven expertise

Autonomous Agent Development
Bring your agents to life
We specialize in developing powerful autonomous agents that seamlessly integrate into your existing processes. Our solutions automate repetitive and complex tasks across various domains, from e-commerce operations to sophisticated document management systems.

We offer cutting-edge code generation and review solutions based on Large Language Models, along with consulting and self-hosting services for major LLM models that prioritize your specific privacy, compliance, and performance requirements.

Our commitment extends beyond implementation—we provide continuous consulting with the latest AI developments and a complete package from initial setup through maintenance and proactive improvements.
See it in action: Sales teams enhancing their CRM with AI-powered data enrichment and sentiment analysis to focus on high-value contacts.

Medical centers implementing AI systems while maintaining the highest level of patient data confidentiality.

Marketing teams creating highly personalized, on-brand landing pages at unprecedented speed—all made possible through our autonomous agent solutions.
Drupal AI Integration
Enhance your Drupal CMS with artificial intelligence
Discover our Drupal services
Transform your Drupal experience with our AI integration solutions designed specifically for this powerful CMS. We implement recent Agent AI integrations in Drupal to dramatically automate and simplify content editors' work.

From automatic generation of SEO-friendly content to intelligent image optimization, from assisted meta tag creation to automatic comment moderation.

Our solutions integrate seamlessly into Drupal's backend, respecting the existing architecture and providing an intuitive interface for the editorial team.
Content teams reducing publication time by 60% thanks to contextual AI suggestions during content creation.

Editors managing high volumes of multilingual content with AI assistance for translations and localizations.

Moderators delegating first-level comment analysis to AI systems to identify inappropriate content or spam, focusing only on edge cases. All while maintaining full editorial control and the quality that distinguishes your brand.
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Intelligent and Semantic Search Engines
Make access to information faster and more accurate.
Transform how users find information with our intelligent search solutions powered by Typesense technology. We create sophisticated search engines that truly understand context, synonyms, and natural language queries, delivering precisely what users are looking for.

Our implementations enhance internal knowledge bases, websites, and marketplaces by providing more relevant results and understanding user intent.

The result? A dramatically improved browsing experience that connects your audience with exactly what they need, when they need it.
Imagine university students quickly finding teaching materials and course information through a semantic search engine that understands their queries in natural language.

Or picture an e-commerce platform significantly boosting conversion rates with an advanced search system that suggests products based on user behavior and preferences—creating a shopping experience that feels intuitive and personalized.
Conversational Chatbots and AI Assistants (RAG)
Automate assistance and optimize knowledge access.
Discover the workshop Discover the case study
Elevate user support with our advanced conversational AI solutions utilizing Retrieval-Augmented Generation (RAG) technology. We develop sophisticated chatbots and AI assistants that can instantly access your organization's knowledge base to provide accurate, contextual responses in real-time.

Our implementations seamlessly integrate with your existing systems, reducing support workloads while delivering consistent, high-quality assistance to users, employees, and customers around the clock.
See the impact: Universities reducing administrative workloads with AI chatbots that handle student FAQs about courses and admissions.

Software companies empowering their teams with AI assistants that instantly retrieve documentation and best practices.

E-commerce platforms increasing average order value with AI that intelligently suggests relevant complementary products—all powered by our conversational AI solutions.
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Discover the workshop
Data Analysis and AI Automation
Leverage AI to make data-driven decisions.
Unlock the full potential of your data with our AI-powered analysis solutions. We create sophisticated predictive models that identify patterns and trends to optimize your business strategies and decision-making processes.

Our solutions automate the analysis of large datasets through advanced AI and Natural Language Processing, extracting valuable insights that would be impossible to discover manually.

Using powerful tools like Claude and OpenAI, we generate automatic reports and summaries that transform complex information into actionable business intelligence.
Picture financial institutions gaining competitive advantage through AI-powered market behavior predictions that improve investment decisions.

Envision SaaS companies automatically analyzing customer feedback sentiment to prioritize product improvements based on user experiences.

All made possible through our data analysis and AI automation services that transform raw data into strategic business advantage.
Generative AI for Content and Marketing
Accelerate content creation and marketing initiatives with AI.
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Revolutionize your content production with our generative AI solutions. We implement advanced models like Claude and OpenAI to create high-quality texts, articles, product descriptions, and marketing materials at scale.

Our solutions are tailored to match your brand's unique voice and style guidelines, ensuring consistency across all generated content.

We also streamline global operations by automating translation and localization processes, allowing you to reach international audiences efficiently while maintaining brand integrity across languages and markets.
Experience the transformation: E-commerce businesses reducing product publication time by 70% through automated multilingual description generation.

Marketing agencies creating SEO-optimized social posts and blog articles in a fraction of the time, allowing their creative teams to focus on strategy and innovation rather than repetitive content production.

All enabled by our generative AI content solutions.
Walter Bertona, Digital Innovation Manager
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AI Workshops and Training
Train your team to maximize AI potential.
Discover our training courses
Empower your organization with practical AI knowledge through our specialized workshops and training programs. We offer hands-on sessions covering AI, NLP, and Machine Learning fundamentals tailored for both technical and non-technical teams.

Our approach emphasizes Open Source and transparent methodologies, teaching best practices for seamlessly integrating AI into your business operations.

Each training program is customized based on your organization's specific needs, ensuring your team gains immediately applicable skills that drive innovation and efficiency.
Imagine your consulting team becoming AI-proficient through practical workshops on semantic search and Typesense implementation.

Picture your development team confidently incorporating AI capabilities into existing solutions with expert guidance from our specialists.

All made possible through our customized training programs designed to transform your team into AI-savvy innovators ready to lead in the age of artificial intelligence.
Discover our training courses

How we work

ALONGSIDE YOUR COMPANY, WITH A PROVEN SOFTWARE DEVELOPMENT METHOD, BRINGING VALUABLE AI SOLUTIONS

We have always worked with an agile mindset. We select technologies in a complex landscape to offer the best solutions for your company. We don’t just develop software; it’s not our only goal. We aim to bring best practices and truly valuable solutions into your reality.

No lock-in or dependencies, but a valuable technological and human partnership, enhanced by AI.

Providing you with the experience of a streamlined and value-rich process:
from the first handshake to deployment in production.

Open Source and Transparency
Avoid proprietary lock-in and maintain control of your solutions.
Tailored Solutions
We design AI that integrates perfectly with your systems.
Cloud Native Expertise
We create scalable solutions for the future.

The process is as important as the finished product

WE OFFER YOU TRANSPARENT PRICING

Combined with experienced professionals and a safe and structured process. We believe every partnership starts with a conversation. Bring AI into your Business.

Meet the CEO

Stefano Mainardi

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Meet the CTO

Paolo Mainardi

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Why choose us

We know how to do and how to listen

We are a tech company made up of teams of developers, solution architects, DevOps, and UX/UI designers. We design and develop custom web applications, integrating the best Cloud Native technologies to create platforms with a future-forward perspective. But there’s more. We focus on harmony between expertise and human relationships.

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Why Choose Us

Our success stories

Discover our projects

faq

Frequently asked questions about AI development

Enterprise AI development consists of integrating artificial intelligence solutions into business processes to automate activities, improve efficiency and create new business opportunities. It includes chatbots, recommendation systems, predictive analytics, natural language processing and computer vision.
SparkFabrik is an Italian company that develops enterprise AI solutions. We integrate artificial intelligence into web and mobile applications using technologies like OpenAI, Google Vertex AI, LangChain and open source frameworks. Our approach is pragmatic: we identify high-impact use cases and implement measurable solutions.
RAG (Retrieval Augmented Generation) is a technique that combines LLMs with corporate knowledge bases to:
- Provide answers based on internal documents and data
- Reduce LLM hallucinations
- Maintain control over information sources
- Respect corporate data privacy
It's ideal for corporate chatbots, customer support assistants and knowledge management systems.
Costs depend on complexity and solution type:
- Use case complexity and integrations required
- Volume of data to process and index
- LLM model choice (cloud API vs on-premise)
- Security and privacy requirements
- Recurring operational costs: APIs, infrastructure, maintenance
We offer AI Discovery workshops to identify the best starting point. Contact us for a customized quote.

We develop various AI solutions:
- Chatbots and virtual assistants with LLM
- RAG (Retrieval Augmented Generation) for corporate knowledge bases
- Document process automation
- Personalized recommendation systems
- Predictive analytics and forecasting
- Computer vision for quality control
Each solution is designed to integrate with existing systems and scale according to needs.
Our approach includes:
- Discovery: identification of use cases and available data
- PoC: proof of concept to validate feasibility
- MVP: development of a minimum viable version
- Scale: optimization and production deployment
We offer AI Discovery workshops to identify the most promising opportunities for your business.
We work with major providers and frameworks:
- OpenAI (GPT-4, GPT-4o) and Azure OpenAI
- Google Vertex AI and Gemini
- Anthropic Claude
- Open source LLMs (Llama, Mistral)
- LangChain, LlamaIndex for orchestration
- Vector databases (Pinecone, Weaviate, pgvector)
We choose the most suitable technology based on privacy, performance and cost requirements.
Security is integrated into every AI project:
- Privacy risk assessment before development
- On-premise or private cloud LLM options
- Data anonymization and pseudonymization
- Guardrails to prevent inappropriate outputs
- Logging and audit trails for compliance
We support compliance with GDPR, European AI Act and industry regulations.