End-to-end AI development services
Bringing your Gen AI use-cases to live.
Generative AI offers huge potential far beyond just customer support chatbots and AI assistants. It can improve areas like search, knowledge management, content creation, SEO, and data analytics—opening up new ways to automate tasks, work more efficiently, and reduce costs.
Redefining Business Through Generative AI
How does Generative AI transform business operations? Today's Gen AI models can interpret diverse content formats—from written text to spoken words, images, and diagrams. This enables (semi-)automated processing of previously manual-only data. Business workflows that once depended entirely on human labor can now be streamlined to unprecedented levels, either through complete automation or with human oversight at strategic points.
Examples of Gen AI in action

Gen AI in (product) search
Unlike keyword matching, GenAI models understand the search intent of a user. This enables better search results with less content curation, supports multiple languages, and even allows for image-based search.

Gen AI in SEO
Gen AI models can understand the content and the structure of websites and automatically propose optimizations for search engine ranking.

Gen AI in analytics

Gen AI in customer support
Gen AI models revolutionize customer support.
They can handle simple inquiries directly and route complex issues to the right human expert—who is then supported by AI-powered search to quickly resolve the problem.
How do we work on End-to-end Gen AI projects?
We turn AI concepts into products through a structured, iterative process that ensures smooth execution. Our GenAI Product Discovery phase aligns AI capabilities with your business goals. In the Definition of Ready, we clarify technical, ethical, and strategic requirements. We then refine model training, integrate data pipelines, and deploy a minimum viable AI product (MVP) for live testing.
This process has a strong track record of bringing AI products to market—successfully and responsibly.
Our principles of work

Business, Legal & Tech—Always
AI isn’t just about innovation—it must fit within business constraints, IT infrastructure, and legal frameworks. Our cross-functional teams navigate these complexities to deliver solutions that actually work.

From idea to reality
A concept on a slide deck is just the beginning. Our product owners bridge strategy and execution, turning your vision into a functional AI product through precise and forward-thinking requirements engineering.
Outcome over output
Our ML engineers rigorously validate AI models, while our process designers ensure seamless integration into your business workflows—so your AI solution delivers real, measurable impact.
Legal involvement from day one
Our legal engineers are involved from day one to ensure compliance with GDPR and the EU AI Act—protecting your AI product’s long-term viability and trustworthiness.
Find your starting point with our data discovery workshop:
Get your data AI ready: Data is the foundation of successful AI applications—it defines how intelligent the deployed solutions truly are. Whether you're just beginning to collect data or already have well-established pipelines, our workshop format supports you at every stage, helping you uncover untapped opportunities to use data in ways that create real value.
How it works:
We’ll begin by demystifying data products and cutting through the jargon—explaining the core concepts and the value they can unlock. You’ll see how we’ve helped other organizations turn abstract ideas into impactful solutions. Next, we’ll explore your business context and co-create ideas using methods from opportunity mapping, design thinking, and business model innovation.
The goal of the workshop is to develop 5–10 prioritized data product ideas aligned with your strategic goals. If there’s a strong fit, these can form the basis for a long-term collaboration.
We’ll bring a diverse team of experts in data architecture, analytics, product management, and business design. To get the most out of the workshop, we ask you to involve people who know your data, can guide future developments, and hold decision-making authority.


Why diconium?
While creating a demo or prototype is simple, building a production-ready AI system that is reliable, safe, and measurable takes deep expertise and precision. From voice-based sales assistants to AI-powered SEO and content management, we developed GenAI applications across a wide range of industries and use cases. In all of our AI development, we prioritize quality, safety, and security.


Get inspired
Discover our AI offerings and see how we help clients bring AI products to life.

Data discovery workshop
Learn how to make the most of your data – watch the overview of our data discovery workshop.

SEO Booster
Boosted search visibility by up to 77% using LLM-based website content analysis for our client Endress + Hauser.
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AI Implementation
See how we delivered an AI-powered digital assistant for consumer inquiries — tailored for a client in the medical aesthetics industry.

AI Chatbot Development
See how we developed our owned AI chatbot "dicobot".

Designing a data product
Read how to design a data product on our applydata blog.

AI Assistants & Chatbots
Trusted AI chatbots & assistants: Explore more about secure AI solutions for your customers and employees.