The team behind DATAMIMIC, the test data platform for regulated banking and insurance.

A safer path to testing: compliant by default, simple to run, built to scale

Who We Are

We’re rapiddweller – Shaping the Future of Testing & Digital Solutions for Regulated Industries.

We help companies automate routine tasks and accelerate digital transformation through model-driven data generation. Our flagship product, DATAMIMIC, is a test data platform for regulated industries, combining deterministic, rule-based DATAMIMIC models with auto-regressive ML generators for synthetic data generation.

DATAMIMIC uses a model-driven approach that integrates into your Development, Test, and Training environments through an API, Helm, and Podman. Its data modeling architecture helps engineering and QA teams release software faster and build stronger ML models, while keeping sensitive data out of test environments through synthetic data generation aligned with privacy and compliance requirements.

DATAMIMIC is built and supported by a team across Germany and Vietnam, combining German engineering discipline with a focused, hands-on delivery team.

Our mission: Automate monotonous dweller tasks to leave meaningful work for humans, so engineering teams spend less time provisioning test data and more time building.

Our Founders

Alex

Founder

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.

Peter

Founder

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 by Design

Regulatory alignment is built into the workflow, GDPR, DORA, BCBS 239, not bolted on afterwards.

Standards over Shortcuts

Synthetic data has to hold to the same standards as the real thing. No toy data, no corners cut.

Results over Promises

Faster releases, reproducible pipelines, and no production data in test environments. That is what we are measured on.

Transparency

Every model is explicit and inspectable. When ML quality falls below threshold, the run fails visibly instead of shipping quietly. We name the limits.

Our Commitment

We bring enterprise-scale experience and a deterministic, model-based approach to every regulated project, and we deliver predictably without locking you in. We transfer the know-how so your teams run and evolve the platform themselves. Below: the experience, the proof, and the way of working behind that commitment.

Experience at scale

Decades of experience in enterprise IT and digital transformation.

Proven delivery

Proven delivery for tier-1 banks, global payment providers, logistics leaders, and 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.

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.