References

Selected projects that demonstrate how AI automation works in practice.

Case Study

QA Workflow Automation for B2B SaaS

B2B SaaS provider in QA tooling

60%

less processing time

200+

pages RAG knowledge base

Self-Hosted

GDPR-compliant

Initial Situation

A growing SaaS company in the QA space was facing the problem that manual processes in data processing and quality assurance no longer scaled. Recurring tasks tied up qualified employees and slowed down product development.

Solution

Development of an integrated automation solution with n8n workflows and a RAG-based AI agent. The entire infrastructure runs self-hosted on a dedicated server — no data leaves the company.

Technology Stack

n8nQdrantRAGClaude APISelf-HostingCoolify