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About Us

A team that truly understands both clinical practice and data. We are not data movers: we govern dormant raw records inside hospitals into data assets that can be trusted, authorised and used for training.

Data Capability

Our capabilities take rootin real clinical settings

Many data companies assemble their capabilities from generic technology stacks. Our difference is the order of things: devices and clinical settings came first, and data standards followed — because only by knowing which parameters clinicians truly care about can you know what deserves governance.

CAPABILITY 01

Medical data governance

We govern heterogeneous data from HIS / EMR / LIS / PACS into data assets with consistent definitions, traceable lineage and controllable sensitivity.

  • Nine subject models: patient / visit / diagnosis / examination / laboratory / treatment / device course / follow-up / outcome
  • Two disease-specific common data models (CDMs): infertility and pelvic floor dysfunction
  • Terminology aligned to ICD-10 (China clinical edition) / LOINC / SNOMED CT
  • EMPI patient master index with rollback-capable merging; patient identifiers never leave the domain
  • Field-level lineage plus a six-dimension quality loop; core-field threshold ≥95%
CAPABILITY 02

Data annotation & quality control

Turning clinical experience into quantifiable gold-standard datasets — through a process that is itself auditable and reproducible.

  • Supports imaging, text, tabular and waveform annotation
  • Full workflow: single-blind / double-blind / review / sampling / rework / arbitration / freeze / release
  • Agreement computation (Cohen / Fleiss / Randolph) with three-tier adjudication using confidence intervals
  • Seven-element immutable dataset versions with Merkle verification for reproducibility
  • Clinician effective work hours and settlement — idle-proof, disputable and traceable
CAPABILITY 03

Disease-specific modelling

We focus on the two areas where we genuinely master clinical semantics, make no generalised promises, and build only models that can be validated.

  • Cohort building: visual inclusion and exclusion rules, version freezing, traceable case flow
  • Feature store and research sandbox with training-serving feature consistency
  • Clinical evaluation: sensitivity / specificity / AUC / calibration / subgroups / fairness
  • Multi-centre validation: run locally at each site, returning metrics only without aggregating data
  • Model release gate: registration → validation → approval → deployment → monitoring → retirement
CAPABILITY 04

Data assetisation & data transaction

Turning medical data from records sitting in a server room into assets with defined rights, a pricing basis and compliant delivery.

  • Multi-party rights model distinguishing holding / processing / operating / custody / beneficial rights, with the holding party never left blank
  • Rights and authorisation evidence: verifiable purpose, term, territory and scope of parties
  • Cost aggregation and capitalisation support ledger for hospital financial decisions
  • Data product packaging: prioritising usable-but-not-visible delivery
  • Engaging compliant data exchanges and completing the full chain: listing → contract → metering → delivery → settlement
Team

A composite team:clinical + data + engineering

Medical data is not a business a single-background team can run. Our staffing deliberately covers four capabilities — clinical, data, compliance and engineering. Without any one of them, nothing works.

Clinical
Clinical & medical background
Partner experts in obstetrics, gynaecology and reproductive health who are deeply involved in defining disease-specific CDMs and inclusion/exclusion rules
Data
Data governance & algorithms
Data modelling, terminology mapping, quality rules, and disease-specific model training and evaluation
Compliance
Compliance & legal
Dedicated oversight of personal information protection, human genetic resources, cross-border transfer and authorisation boundaries
Engineering
Platform R&D
Eight-layer architecture implementation, domestic-stack adaptation, private deployment and on-premises operations

How we work

  • Clinicians first: disease-specific data models and inclusion/exclusion rules are defined together with clinical experts, not decided by engineers alone
  • Contract first: error codes, interfaces and audit-event schemas are fixed before implementation begins
  • Adversarial quality review: we verify not only that features work, but that attack paths are genuinely closed
  • Explicit compliance boundaries: every red line becomes a test case, so violating code cannot pass the build
  • Honest about our limits: what is done and what is not are reported separately; we never pass off a plan as a capability

Our technical assets

A–H eight-layer platform architecture Shared kernel — KernelBridge Four architecture laws Six-step compliance gate Hash-chain evidence centre PurposeToken five-fold verification Two disease-specific CDMs Annotation QC & arbitration workflow Merkle dataset versioning 3-backend LLM routing gateway 14 hard-blocked data categories Domestic-stack compatibility matrix

All of the above are delivered as working implementations covered by automated tests, and can be demonstrated live during a technical discussion.

Business

What kind of partnership we can take on

Rather than a generic capability list, here are the four types of engagement we can take on directly, and what we deliver in each.

Partnership 01 · Hospitals

Medical data governance and disease-specific database

Building data governance systems and disease-specific databases for hospitals: data inventory, standards alignment, quality governance and compliance assessment — producing real-world data assets usable for research and clinical work.

Delivery: governance plan + disease-specific database + data asset ledger + compliance evidence chain
Partnership 02 · Research

Disease-specific data annotation and joint model validation

Taking on disease-specific dataset annotation projects and delivering gold-standard datasets that meet QC standards; or jointly running model training, evaluation and multi-centre external validation with research institutions.

Delivery: gold-standard dataset + dataset card + validation report
Partnership 03 · Industry

Data asset registration and data transaction

Helping hospitals define data asset rights, aggregate costs and assess registration, and engaging compliant data exchanges to complete the full process from listing to delivery and settlement.

Delivery: rights evidence pack + assessment basis + transaction delivery certificates
Partnership 04 · Care providers

Co-building data capability with care providers

Providing integrated device and data solutions for maternal and child health hospitals, fertility centres, and postnatal and aesthetic clinics, capturing the care process as usable data assets under compliance.

Delivery: device solution + data ingestion + follow-up management system
Roadmap

From device data entry to a data-element platform

First establish data entry points through compliant products, then build data assets through governance and annotation, and finally bring disease-specific models and agents into daily clinical practice.

Completed
2024 – 2025
  • Completed R&D and Class II medical device registration of the medical ozone therapy device
  • Completed R&D and market validation of the S2 Intelligent Magnetic Chair
  • Established core partner hospitals and opened data collection channels
  • Achieved ISO quality management system certification
Completed
2026
  • Completed the A–H eight-layer platform architecture design and delivered the core layers
  • Built the data governance suite, the AI annotation suite and the platform kernel
  • Delivered two disease-specific common data models (infertility / pelvic floor)
  • Architecture laws and compliance gates fully enforced by automated tests
Compliance

Credentials & certifications

The credentials below can all be verified through official channels; original certificates are available to partners on request.

National Class II medical device registration

The medical ozone therapy device holds National Class II medical device registration and is qualified for nationwide market access.

Class II medical device distribution filing

Class II medical device distribution filing has been completed, with a business scope covering the relevant catalogue categories.

Filing number: 苏常药监械经营备20240154号

Registered trademarks

The Chinese brand "安必特" and the English brand "Armeebeauty" are both registered, approved for Class 10 medical device goods.

安必特 No. 76761750 · Armeebeauty No. 73776559

Software copyright

The core control system software has been registered for computer software copyright.

Medical Ozone Therapy Device System Control Software V1.0 · 2026SR0627822

ISO quality management system

A quality management system is established and operating, covering R&D, production, inspection and after-sales service.

Core patents

Multiple core patents covering ozone generation, concentration control, magnetic field regulation and catheter structure.

You are welcome to visit us

We welcome partners to visit our Changzhou headquarters to see our products, production lines and quality system first-hand.