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Capabilities

Three areas, one product core

Our strategy is not to cover as many AI topics as possible at once. It is to bundle the team's strengths. That produces three distinct, complementary areas.

01 · Product core

Knowledge Automation

Making confidential corporate knowledge usable locally or self-hosted, as one integrated engine instead of separate tools. Documents and data become searchable, analyzable, automatable knowledge.

Full-text searchSemantic searchFuzzy searchKnowledge graphNamed entity recognitionRAGLocal LLMsControlled stagingAutomation
02 · Differentiator

Self-Hosted LLM Enablement

Supporting companies in putting local or self-hosted LLMs to sensible, secure, and economical use. Not an isolated product line, but the technological foundation of the Knowledge Automation strategy.

Local model deploymentHardware & model evaluationInference architecturesData protection & sovereigntyLocal embeddingsRAG architecturesOn-prem / air-gap / EU cloudOperations & update concepts
03 · Delivery strength

Quality & Automation

Our strength in test and process automation, wherever local AI enters software development, operations, and document-driven processes. Backed by practice, for example fully automated Peppol invoice flows.

Test automationProcess automationCI/CD & quality gatesDocument & invoice processesLog & data analysisQuality assurance

From practice

Agent orchestration with A2A and MCP

With the open A2A protocol (Agent-to-Agent) and MCP (Model Context Protocol), we orchestrate specialized AI agents that communicate with each other directly. That makes it possible to automate multi-step business processes end to end.

Concrete benefits with A2A:
30 seconds instead of 20 minutes of process time, multi-step validation by specialized agents, open integration via A2A and MCP instead of proprietary interfaces.

Example: intelligent invoice processing

Email agent

Receives and categorizes documents

OCR agent

Extracts invoice data in structured form

Validation agent

Checks compliance and accuracy

ERP agent

Posts automatically to the system

What we build on

Bundled strengths of a small, deep team

  • Local & self-hosted LLMs
  • AI-assisted software & product development
  • Test automation
  • Process automation
  • Data analytics
  • Requirements engineering
  • Product management
  • Consulting
  • Project management
  • Knowledge management
  • Enterprise integration
  • Digitalization

Which capability solves your problem?

We place your use case and suggest the right entry point.

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