Safe, reliable, scalable test data—without exposing what’s private.
Who We Are
We’re rapiddweller – Shaping the Future of Testing & Digital Solutions with Trusted Data Solutions
We help companies automate routine tasks and accelerate digital transformation through cutting-edge data optimization technologies. Our flagship product, DATAMIMIC, is the premier test data platform for IT-driven and highly regulated industries, combining proprietary DATAMIMIC Models with advanced GAN Models to deliver unparalleled synthetic dataset generator capabilities.
As one of the pioneering synthetic data companies, DATAMIMIC leverages an innovative AI- and model-driven approach that seamlessly integrates into your Development, Test, and Training environments. Our sophisticated data modeling architecture empowers engineering and QA teams to release software faster, build stronger AI/ML solutions, and maintain complete compliance while protecting sensitive data through intelligent synthetic data generation.
Beyond test data, we deliver full-stack IT services, from SEO optimization to custom software development and outsourcing. With strategic hubs in Germany and Vietnam, we unite German engineering excellence with Vietnamese agility and cost efficiency, offering clients an optimal blend of quality, innovation, and value.
Our mission: Automate monotonous dweller tasks to leave meaningful work for humans, powered by intelligent automation and advanced synthetic data technology.
Our Founders
For more than 20 years, I’ve built systems for banks, insurers, and public organizations. My passion has always been to understand complex systems — whether human, historical, or technical — and to make them simpler, safer, and smarter. At rapiddweller, I stay close to the code and architecture, but what excites me most is when our customers gain independence: when test data becomes an enabler of innovation instead of a bottleneck.
My career has been shaped by large-scale digital transformation projects. I’ve seen firsthand how easily teams can lose motivation in endless meetings and how much energy is released when quality standards, teamwork, and clarity take over. With rapiddweller, I wanted to bring those lessons to enterprises and SMEs alike: predictable, cost-efficient, and successful projects. What drives me is building bridges — between business and technology, between cultures, and between people who want to make change happen.
Our Values
Compliance over Convenience
Regulatory requirements come first. Our trusted data solutions make GDPR, HIPAA, and industry compliance seamless, not stressful.
Standards over Shortcuts
We help teams maintain data excellence. While data quality tools verify production data, our trusted data solutions generate synthetic alternatives that meet the same rigorous standards.
Results over Promises
We measure success by your outcomes. Faster releases, stronger AI models, and zero data breaches—that’s what matters.
Evolution over Status Quo
Standing still means falling behind. We continuously enhance our synthetic data technology to meet tomorrow’s testing challenges today.
Our Commitment
We bring enterprise-scale experience and a privacy-first, model-based approach to every project—delivering predictably in regulated environments and transferring the know-how so your teams can run and evolve our trusted data solutions independently. See how this works in practice in the case studies below.
Experience at scale
Decades of experience in enterprise IT and digital transformation.
- Used to process & obfuscate millions of payment transactions in real time.
- Distributed remote execution (Ray) for scalable generation.
- DE ↔ VN footprint (rapiddweller GmbH; RAPIDDWELLER ASIA Co., Ltd.).
Proven delivery
Proven delivery for tier-1 banks, global payment providers, logistics leaders, and government institutions
- Banks & Insurance value use case (GDPR-aligned anonymization/synthetic data).
- Fintech compliance article (shipping under regulatory pressure).
- Built-in domain generators for Finance / Insurance / Public Sector.
Enablement over lock-in
A long-term partner mindset: we train and enable client teams to stay independent, rather than lock them in.
- Model-based design on open standards & modern Python (maintainability).
- API for CI/CD automation of generation/obfuscation.
- Project Access Tokens + Git branch sync for repo-driven workflows.
Would you like to have a brief introduction to DATAMIMIC?
Make an appointment with our test data specialists. We will be happy to introduce you to DATAMIMIC.