Sovereign · EU · On-premise

Synthetic data,
engineered for Europe.

SYNAPSE-EU turns scarce, sensitive, siloed data into unlimited training-grade synthetic data — generated on-premise, anonymised by design, and certified for fidelity and privacy before a single sample leaves the vault. The engine behind it is JANUS — one product family, specialised across eleven domains.

Raw · scarce · sensitive
Synthetic · unlimited · safe
Capabilities

Three capabilities, one sovereign engine.

A domain-agnostic generative core, delivered as separate, auditable modules.

01

Synthetic Data Generation

From raw records to training-grade synthetic datasets at scale — hundreds of thousands to tens of millions of samples — for AI training and model evaluation.

  • Tabular, signal, image & text modalities
  • Distribution-faithful, not just plausible
  • Every batch passes a quality gate
02

Data Anonymisation

Sensitive information is found and removed whatever shape it arrives in and whichever way it reaches us — so the originals never have to travel or persist.

  • Any data type — records, documents, images, telemetry
  • Bulk upload, connector or API, or live from your database
  • Re-identification risk measured, not assumed
03

Imaging Synthesis

Full 3D medical volumes — CT and MRI — synthesised on-premise with matching annotations. Extensible beyond medicine.

  • Volume + segmentation, jointly coherent
  • Anatomy & topology respected
  • Correlated clinical covariates optional
Pipeline

Nothing ships until it earns trust.

Raw data enters; only certified synthetic data leaves — each step auditable.

01
Ingest

De-identify

Sensitive originals are stripped and validated on-premise before any modelling.

02
Generate

Synthesise

The generative core produces new samples that match the real distribution.

03
Verify

Quality gate

Utility, fidelity and privacy are measured. Fail the gate, and the batch is rejected.

04
Certify

Data Passport

Each release is sealed with a post-quantum digital signature, so its origin stays provable.

The product family

Meet JANUS. One engine, eleven domains.

SYNAPSE-EU is the platform. JANUS is the family of products that delivers it — one generative engine specialised per domain, not eleven systems built separately. Four of them have code and tests today; seven are product specifications.

In development — code and tests

Advanced

JANUS Med

Synthetic 3D scans with the annotations models need — and the rare cases reality never supplies in useful numbers. You can ask for the lesion you need.

Medical software · hospitals · clinical research
In development

JANUS Core

The trust layer. Records what was generated, from what source, under which guarantees — and seals each release with verifiable proof of provenance.

CISOs · data protection officers · compliance
In development

JANUS Data

Finds sensitive information wherever it flows and masks or drops it before it leaves the organisation — on upload, through a connector or API, or live from a database.

Security and data teams
In development

JANUS Edge

The point where policy is actually applied. Without one, a policy is a document. Hardened against deliberate attack, not merely tested for correctness.

Infrastructure and security teams

In specification — no code yet

JANUS Geo
satellite · cadastral maps
JANUS Energy
grid · demand · generation
JANUS IoT
device telemetry · anomalies
JANUS OT
industrial process · control
JANUS UAS
drone detection signatures
JANUS RF
signals · spectrum
JANUS Text
documents · records
Your domain
the engine generalises
Guarantees

Quality and privacy are gates, not promises.

Every release is measured against four independent bars before it is trusted.

Utility — proven, not assumed

Models trained purely on synthetic data are tested against real data; we target near-parity with training on the originals.

Fidelity — statistically faithful

Beyond looking right: distributions, correlations and structure are checked to match the source.

Privacy — no one is copied

Rigorous privacy checks ensure synthetic samples never reproduce real individuals. Privacy is proven, not assumed.

Provenance — post-quantum sealed

A post-quantum signed Data Passport records how each dataset was made, so authenticity can be verified independently — by anyone, at any time.

Post-quantum signature

Provenance that outlives the quantum transition.

Datasets are long-lived assets: a model trained today may have to be defended in an audit years from now. Classical digital signatures are expected to break once cryptographically relevant quantum computers arrive — which is why every SYNAPSE-EU Data Passport is sealed with a hybrid signature: a NIST-standardised post-quantum algorithm combined with a proven classical one. Verification succeeds only if both hold, so provenance remains trustworthy today and after the transition — without waiting for "harvest now, verify later" to become someone else's problem.

Where we are today

The numbers we have, and the claims we do not make.

Medical imaging is the first domain taken all the way, so it is the one with measured figures. Reconstruction fidelity reaches 0.82 across a corpus of 2,600 volumes, against 0.84 for the reference open model (NVIDIA MAISI) — which carries four times the parameters and trained on roughly four times the data. The generator is in its first full training run.

  • The quality gate is built and works — it correctly rejected a deliberately weak model — but its thresholds are provisional and need calibrating on real data.
  • We do not claim clinical validation, medical-device certification, or that the proposed verticals have been demonstrated. Seven of the eleven products are specifications, not something you can deploy.
  • The differentiator is not image quality. Models that generate medical data exist; very few can show numerically that no real person can be recovered from what was generated. For regulated data, that is the argument that opens an ethics committee's door.
Questions

Frequently asked questions.

The things teams ask us first, answered plainly.

What is SYNAPSE-EU?

SYNAPSE-EU is a sovereign synthetic data platform by CAI Technology. It turns scarce, sensitive or siloed data into unlimited training-grade synthetic data, generated on-premise, anonymised by design, and certified for fidelity and privacy before any sample is released.

What are the three core capabilities?

Synthetic data generation across tabular, signal, image and text modalities; data anonymisation with de-identification built in and re-identification risk measured rather than assumed; and imaging synthesis producing full 3D medical volumes such as CT and MRI with matching annotations.

Does our data leave our infrastructure?

No. SYNAPSE-EU runs fully on-premise on European infrastructure, with no third-party clouds and no data egress. Sensitive originals are de-identified and validated on-premise before any modelling takes place.

How is the quality of synthetic data proven?

Every release passes a quality gate measuring four independent bars: utility (models trained on synthetic data are tested against real data, targeting near-parity), fidelity (distributions, correlations and structure are checked against the source), privacy (rigorous checks ensure no real individual is reproduced), and provenance. A batch that fails the gate is rejected.

What is a post-quantum signed Data Passport?

Each dataset release is sealed with a Data Passport recording how it was made, signed with a hybrid signature: a NIST-standardised post-quantum algorithm combined with a proven classical one. Verification succeeds only if both hold, so provenance stays verifiable both today and after the quantum transition.

Which domains does it cover?

Medical imaging is the domain taken furthest, and the three transversal products — the trust layer, anonymisation in motion and the enforcement point — apply to any data. Geospatial, energy, IoT, industrial control, counter-UAS, RF and text are product specifications built on the same engine, not deployable products yet.

What is JANUS, and how does it relate to SYNAPSE-EU?

SYNAPSE-EU is the platform; JANUS is the family of products that delivers it. One generative engine, specialised per domain, rather than eleven systems built separately. What changes between domains is the kind of data and what you condition on — the engine, the validation discipline and the guarantees stay the same.

Which JANUS products can I use today?

Four have code and tests: Med, the medical imaging vertical, which is the most advanced; Core, the trust layer; Data, which anonymises information in motion; and Edge, the enforcement point. The other seven — Geo, Energy, IoT, OT, UAS, RF and Text — are product specifications. We do not present them as deliverables.

Sovereign by design

Your data never leaves your walls.

SYNAPSE-EU runs fully on-premise — European infrastructure, no third-party clouds, no data egress. Built for regulated, high-stakes domains.