Our services for you
Data analysis & AI (Data Science)
Your challenges:
- Unstructured, extremely large data volumes from biological laboratory measurements.
- Hidden statistical trends and signal patterns that can no longer be detected manually.
- Unclear diagnostic or classification criteria in complex medical data sets.
Our solution for you:
- Professional data preprocessing, mathematical noise reduction and normalisation.
- AI‑supported classification methods, cluster analyses and state‑of‑the‑art machine learning.
- Statistical confirmation of significant effects and exploratory data analysis (data science).
Bioinformatics
Your challenges:
- Analysis of complex high‑throughput measurements from molecular biology research.
- Overwhelming data streams from large patient cohorts in clinical studies.
- Identification of specific genetic disease biomarkers.
Our solution for you:
- Specialised analyses for omics data (genomics, transcriptomics, proteomics and metabolomics).
- Promoter analyses, sequence alignments and relational data structuring.
- Secure bioinformatic data management and translational approaches for personalised medicine.
Systems biology
Your challenges:
- Unpredictable reactions of biological organisms to dynamically changing conditions.
- Costly, risky and time‑consuming failed experiments in the real wet lab.
- Lack of understanding of control mechanisms in complex gene regulatory networks.
Our solution for you:
- Mathematical modelling of biochemical networks using ordinary and partial differential equations (ODE/PDE).
- Quantitative, stochastic and deterministic simulation of signal transduction pathways and infection processes.
- Comprehensive computer‑aided metabolic modelling (flux‑balance analyses) for precise prediction of cellular interactions.
Process optimisation
Your challenges:
- Suboptimal yields, lack of robustness or instabilities in your biotechnological processes.
- Imprecisely calibrated control and regulation parameters in process‑engineering systems.
- Regulatory hurdles and validation gaps in the development of MDR‑compliant medical devices.
Our solution for you:
- Accurate mathematical parameter identification (model calibration) for your biotechnological plants and devices.
- Cost, time and yield optimisation (process‑control optimisation) in bioreactors.
- Data‑driven process evaluation and statistical quality assurance to reliably safeguard your technology.
Statistical consulting
Your challenges:
- No mathematical assurance in place before starting expensive, long‑term experiments.
- Uncertainty about biostatistically correct sample‑size calculations for clinical studies.
- Risk of systematic biases and inaccurate confidence intervals in your experimental series.
Our solution for you:
- Scientifically sound statistical experimental design (Design of Experiments, DoE).
- Accurate power analyses and sample‑size calculations to minimise your financial risk.
- Professional biostatistical support, hypothesis testing and mathematical validation of your evaluation methods.
Result visualisation
Your challenges:
- Highly complex mathematical models and bioinformatic analysis results that are difficult to communicate.
- Lack of high‑end graphics for high‑rank journals, publishers or international expert panels.
- Static data tables without interactive, cross‑team usability in everyday lab work.
Our solution for you:
- Publication‑ready, high‑resolution figures and tailored graphics compliant with scientific standards.
- User‑specific, interactive dashboards for intuitive and fast interpretation of complex data.
- Web‑based custom software and bespoke database applications for efficient collaboration in your team.
Questions about our competencies?
Let us discuss how we can structure, simulate and validate your data to generate real added value.
Request a non-binding consultation