Beyond Chat
AI is more than just a chat. Leverage the power of Agentic AI, to automate time-consuming or error-prone manual processes, or to bring your IT systems up to date.
Current Challenges
High Effort in Data Preparation
Digitalization or transformation projects often involve extensive data preparation. This repetitive, resource-intensive, and error-prone task can hinder the optimization of business processesāor even cause projects to fail.
Systems Holding You Back
Many companies we work with use systems with limited or no interfaces for integration with other systems.
Sometimes we find systems in place that restrict data exchange, either to monetize interfaces or to push their own add-on solutionsāwhich may not be competitive or comprehensive enough.
These systems are often mission-critical and deeply embedded in current processes, making replacement costly or impractical.
Years Expertise
Opportunities and Risks
The introduction of AI agents can overcome many of these challenges. Agents can autonomously maintain and validate data, use existing systems, interact with interfaces like humans, learn from mistakes, and act as bridges to complementary systems.
Risks
Deploying AI agents may expose existing systems to vulnerabilities. It can also create uncertainty about who accesses data or makes changes, and thereās a risk of agents interfering with each otherāleading to inefficiency and high operational costs.
In Summary:
- Data Security
- Auditability of Changes
- Operational Costs
Days to Success
Our Approach
Preferring European Solutions
We specialize in systems that support open standards, with a strong preference for European solutions. The reasons are clear: Your business should retain control over its data, and we want to support the development of highly competitive European technologies. We aim to avoid vendor lock-in, ensuring you can always follow a best-of-breed approach.
Data Security
Beyond selecting the best components for data sovereignty, we intuitively prioritize data protectionāstarting with the software architecture.
Auditability
Our approach ensures that all decisions, changes, and access by AI agents are fully logged and traceable. By using European open-source solutions and standardized protocols, we create transparency: Every action is documented, responsibilities are clear, and compliance requirements are automatically met. This minimizes risks and builds trust in your automated processes.
Operational Costs
By specializing agents and using efficient, modular architectures, we reduce resource demands and maintenance efforts. This lowers ongoing costs, avoids expensive vendor lock-ins, and ensures long-term flexibility.
Further information
- AI Readiness Check
- ProĀducĀtion ReaĀdy AI
- Agentic AI - A Practical Guide
- Replace your outdated Frontend
- How we help you to become AI ready
Your Contact at UFirst

Patrick Petzold
Start your digital future with us.
We look forward to it!