Research and information
Observe sources, gather information and provide it in a clear structure.
- Monitor markets and competitors continuously
- Research companies, contacts and products
- Combine information from multiple sources
Agentic AI for your real processes.
We do not sell software. We build systems that take over work and hand them over to you completely.
What a system can take over.
Not every task needs the same level of autonomy. That is why every system starts with exactly the slice that can be taken over reliably.
Back office and operations
Capture data, move it between systems and run recurring routines reliably.
- Capture information from documents and emails
- Transfer data between applications
- Check and process documents
- Prepare recurring reports
Sales and preparation
Take over research and admin around customers and meetings so sales has time for people.
- Identify and qualify companies
- Enrich information on leads
- Prepare customer meetings in detail
- Prepare CRM tasks in a structured way
Analysis and decisions
Combine data, spot anomalies and prepare decision foundations.
- Merge data from different sources
- Detect unusual values and changes
- Evaluate reports and highlight what matters
- Create structured decision foundations
Operating software
Use existing interfaces, even when no API exists.
- Sign in to defined systems
- Operate websites and applications
- Read and enter information
- Check and document results
Autonomy in stages.
A system can work at any stage. Which one makes sense depends on the process and its risk.
01
Inform
The system observes and reports.
02
Recommend
The system suggests the next step.
03
Prepare
The system prepares decisions and entries completely.
04
Request approval
The system waits for a person before acting.
05
Act within limits
The system acts within clearly defined boundaries.
06
Execute autonomously
The system runs the process fully, within agreed rules.
The model is replaceable. Your architecture is not.
We do not build around a single provider. We separate the agentic logic from the model layer. That way the right model fits the task, today and tomorrow.
RoutineFast model or decision logic for clearly bounded tasks.
ComplexReasoning model for planning, analysis and coordination.
SpecialisedSpecialist model for vision, documents or domain-specific processing.
15%
System 1 decisions
Classification, routing, status checks, simple validation.
80%
General reasoning
Planning, context interpretation, tool use, agent coordination.
5%
Specialist models
Vision, document extraction, local inference.
An internal architecture principle, not a fixed rule and not a market standard.
Self-hosting, when it makes sense.
Intelligence does not have to come from an external API. When data sovereignty, network isolation, latency or cost demand it, we run open-weight models ourselves. Self-hosting is not a goal in itself.
Operation and ownership.
Infrastructure is tailored to your requirements. Server location alone does not determine your data protection situation. Data flows, providers, contracts, access rights and technical measures do.
- EU cloud
- European infrastructure for defined data and operational requirements.
- Germany
- Operation within Germany where the use case requires it.
- Dedicated
- Dedicated infrastructure for your company or a single system.
- Self-hosted
- Operation inside a controlled environment at your premises.
- On-premise
- Operation in your own data centre, fully under your sovereignty.
Connected to your systems.
Agents are connected to existing systems through defined tools. Tools are part of the system and receive exactly the permissions they need.
- REST interfaces
- MCP
- Databases
- File systems
- Internal services
- Business software
- External data sources
Computer use and browser use.
When no interface exists, the system works through the user interface. Existing software does not have to be replaced.
- Open
- Search
- Read
- Compare
- Enter
- Verify
Which process costs you the most time?
Tell us in a free first call. We listen and tell you honestly what is worth doing.