CA Agentur | AI Engineering & AI Consulting
Build AI around the task.
AI engineering brings together models, data, software and processes that can be evaluated. We start with the process your business wants to improve.
From idea to application.
Many businesses have ideas for AI. The harder decision is which use case will actually help in everyday work. CA Agentur combines AI consulting with a structured approach to technical implementation: from defining the task and building a prototype to deciding on integration and operations.
AI engineering involves more than choosing a language model. A system needs suitable data, clear interfaces, reliable outputs and boundaries for handling errors. That includes deciding when rule-based automation is sufficient and when a model adds value.
Typical tasks
- Make knowledge from approved sources easier to find
- Support research and recurring documentation tasks
- Organise marketing and content processes with traceable approvals
- Prototype internal tools and assistant features
- Design multi-step agent workflows with clear responsibilities
Areas of work
The right perspective for your project.
Brand, technology and delivery belong together.
Quality before launch.
1. Task and data
We clarify inputs, intended outputs, available sources and access rights. Personal or confidential information requires appropriate processing and limited permissions.
2. Prototype and evaluation
A scoped prototype is tested on representative tasks. Quality criteria may include factual accuracy, source attribution, processing time or how often corrections are needed. Measurements are documented with a baseline and a measurement method.
3. Integration and responsibility
A workflow is integrated into existing systems only after it has been reliably evaluated. Approvals, error messages, manual takeover and a rollback option belong in the plan. Changes to data and models are evaluated again using the same tasks.
Agentic Coding describes the use of AI agents in software development. AI Automation covers the automation of business processes.
Technology and business.
AI & Agentic Execution is part of CA Agentur's services. Your point of contact is Can Florian Ahegger. The AI Playground presents selected creative AI applications.
For a new AI project, we agree on success criteria together before work begins. We assess the available data and achievable outcomes for the specific use case.
Contact
What should your next project change?
Tell us about your goal, starting point and timeframe. Together, we will define a practical first step.