Test Data Processes - we can help!

We help engineering organizations get their test data under control. Measurement files scattered across network drives. Metadata locked in spreadsheets. Analysis scripts that only one person understands. We've seen these problems at every major OEM - and we know how to solve them.

 

With 25+ years of experience deploying Test Data Management systems at BMW, Ford, Audi, Volkswagen, and others, we deliver implementations that work in production - not just in demos. Systems that engineers actually use, not tools that get abandoned after the project team leaves.

 

Our approach: start with your data, your workflows, and your tools. We configure our platform to fit your environment, not the other way around. No forcing you into a predefined process. No replacing what already works. We know most test data processes.

General setup of test test management system with HighQSoft components.

What We Deliver

Test Data Managment Systems

We deploy and configure AReS Libertas or Janus platforms to match your infrastructure. This includes data model design, server setup, authentication integration (LDAP/OAuth), and connection to your existing tools. Result: a production-ready system your team can use immediately.

Data Integration

Your test data lives in many places - files, databases, legacy systems. We build importers that bring it all together with proper metadata. We handle MDF, ATFx, proprietary formats, and direct connections to test benches and automation systems.

Automation

Manual analysis doesn't scale. We configure Merlin to run your MATLAB, Python, or custom scripts automatically - triggered by new data imports, schedules, or events. Your analysis runs consistently, every time, without manual intervention.

Development Services

Universal Data Connectors

Proprietary data formats are common. We develop importers in Python, Java, or using gRPC plugins to handle your specific file types and data sources. Importers include validation, transformation, and metadata extraction as needed.

Platform Extensions

Your test data arrives analysis-ready. We configure automated workflows that process incoming measurements, run your MATLAB or Python scripts, and deliver results directly to engineers. No manual steps, no waiting — from raw data to insights, automatically.

Analysis-Ready Data

Your engineers have analysis scripts that work. We help integrate them into Merlin so they run automatically at scale. This includes packaging, parameterization, result handling, and integration with ASAMCommander for review.

What you get

Standards Expertise

We don't just implement ASAM ODS - we help shape it. Active participation in
standard development means we understand not just how to use the specification, but why it works the way it does. When you hit edge cases or need data model
guidance, you're working with people who know the standard inside and out.

Long-Term Data Access

Test data has a long life. Measurements taken today need to be interpretable in 10, 20, even 30 years. ASAM ODS ensures your data stays accessible regardless of software changes or vendor decisions. No lock-in, no forced migrations, no orphaned archives. Your investment in data management pays off for decades.

Proven in Production

We focus on what engineers actually need: tools connected, analysis automated, data accessible. No AI buzzwords, no features that only work in demos. When we say a capability exists, it's because customers are using it in production - not because it looks good on a slide.

Engagement Options

Demonstration & Trials

Want to see the platform in action before discussing a project? Start here.

We walk through the complete workflow in ASAMCommander - from data import through automated analysis to result exploration - using representative datasets. You see how the system handles search, traceability, and integration with analysis tools.

Our free ASAMCommander installation lets you explore further on your own. When you're ready to evaluate with your actual data, we move to a structured Proof of Concept.

Proof of Concept

Not sure if our platform fits your needs? Start with a focused PoC.

We run a discovery workshop to understand your priorities, then build a working system with your actual data. You evaluate on your infrastructure for 1-3 months before committing.

Typical scope: 2-3 data sources, custom application model, key workflows demonstrated end-to-end.

Project-Based Development

For defined requirements, we work in short cycles (1-3 weeks) with frequent deliveries. Each iteration produces working software you can evaluate immediately.

This applies to custom importers, analysis automation, platform extensions, and integration work. Clear specifications, transparent progress, steering opportunities throughout.

We use agile methods because they work - not because they're trendy.

Why HighQSoft

Our Experience

We've deployed Test Data Management systems at BMW, Ford, Audi, Volkswagen, Bosch, Cummins, and Honda. We've seen what works in production and what doesn't.

Our team includes physicists, mathematicians, and software developers who understand both the engineering domain and the technical implementation. We speak your language.

Technology Neutral

We don't push a preferred stack or lock you into proprietary formats. Your analysis runs in Python, MATLAB, Java, or Spark - whatever your team already uses. Your data model reflects your domain, not our assumptions. We adapt to your environment, integrate with your tools, and preserve your flexibility.

End-to-End Solution Provider

From data import through management to analysis results - one integrated platform. Ingest measurements from test benches, files, and legacy systems. Organize with metadata, search, and traceability. Automate analysis and deliver results where your engineers need them. No gaps, no handoffs between disconnected tools.

test data processes

HighQSoft GmbH

Black-und-Decker-Straße 17b
D-65510 Idstein