Unlimited Biologically Accurate
Genomic Data
Generate millions of synthetic cfDNA datasets across any genetic condition, population, or clinical scenario. Computational data validated against clinical NIPT pipelines — no physical specimens, no privacy constraints.
Why Synthetic
Real cfDNA is
scarce, sensitive,
and expensive.
Synthetic cfDNA removes the bottleneck. Generate exactly the data you need, when you need it, with perfect ground truth labels.
Unlimited Scale
Generate millions of synthetic profiles with exact specifications. No consent barriers, no data sharing agreements, no waiting.
From 1 to 1 million datasetsPerfect Labels
Every synthetic profile comes with ground truth. Know exactly what condition is present at what foetal fraction.
100% label accuracyRare Conditions
Generate trisomies, microdeletions, monogenic disorders, repeat expansions, and more on demand. Test the edge cases.
107 conditions availablePrivacy Safe
Synthetic data contains no patient information. Share freely, publish openly, collaborate globally.
Zero patient dataTechnology
How It Works
Our autoregressive transformer (AR v15) generates biologically coherent cfDNA sequences that pass clinical validation pipelines.
Learn
AR v15 model trained on real cfDNA captures fragment patterns, GC bias, and biological signatures.
Condition
Specify foetal fraction (1-25%), karyotype, and chromosome composition for each synthetic profile.
Generate
Autoregressive transformer generates sequences token-by-token, maintaining biological coherence. All computation is in silico — no wet lab required.
Validate
4-level validation ensures distributional accuracy, z-score detectability, and downstream utility.
Configure
Try It Yourself
Explore synthetic data parameters and see how detection metrics respond in real time.
Trisomy 21
aneuploidyValidation
Biologically Validated
Our synthetic cfDNA passes z-score detection at standard NIPT thresholds. The 4-level validation framework ensures both statistical accuracy and biological functionality.
Applications
What You Can Build
Algorithm Development
Train and validate NIPT detection algorithms with unlimited labelled data.
Method Validation
Test sensitivity at different foetal fractions and read depths against known ground truth.
ML Augmentation
Augment limited real data with synthetic datasets. +10% AUC improvement demonstrated.
Rare Condition Testing
Generate microdeletions and SCAs that are impossible to collect at scale.
Privacy-Safe Research
Conduct research without patient data concerns. Share datasets openly.
Benchmark Creation
Create standardised benchmarks for comparing NIPT methods across laboratories.
Pricing
Plans for Every Scale
Try Before You Buy
Download a Free Dataset
Get a synthetic Trisomy 21 dataset to evaluate in your own pipeline. 1M fragments, 15% foetal fraction, HDF5 format. No sign-up required.
Book a 15-min Demo
See how synthetic cfDNA can accelerate your NIPT development. We'll walk through the data, validation results, and how it fits your workflow.