Healthcare AI Vendors

Stop waiting on
hospital IT.
Start getting clean data.

The number one reason AI vendors stall in health networks is data access. SECUVA gives hospitals the compliant pipeline they need to say yes to you - fast.

See our threat model →
Zero
Raw PHI ever in your training pipeline or inference endpoint
Days
From partner agreement to first governed dataset - not months
TGA
SaMD-aligned de-identification methodology, documented
AU
Data sovereignty maintained end-to-end. Your contract says so.
The deal-killer

The hospital likes your product.
Legal and IT just killed the deal.

Health networks want to work with AI vendors. Their Privacy Act obligations, board-level risk appetite, and under-resourced IT teams make it nearly impossible without a compliant data pathway already in place. SECUVA is that pathway.

"We can't share patient data externally" - even after de-identification
Six-month legal review cycles on data-sharing agreements
No way to prove PHI was actually removed from training datasets
How SECUVA enables the deal
Hospital legal team
PHI never leaves their network → fast sign-off
Hospital IT team
Agent runs on-prem, no new attack surface
Hospital board
Audit trail for every data movement → risk managed
Your AI team
Receives clean, policy-bound dataset on agreed cadence
What changes

From blocked to building.

Getting training data from a hospital
Without SECUVA
6–18 month procurement, legal, IT cycle - most deals die here
With SECUVA
Governed dataset delivered in days. Hospital legal has clear evidence PHI never moved.
Proving your model wasn't trained on PHI
Without SECUVA
No formal methodology. Vendor's word. Regulator not satisfied.
With SECUVA
Signed de-identification manifest with DICOM PS3.15 methodology. TGA-ready.
Scaling to multiple hospital sites
Without SECUVA
Repeat the entire negotiation at every site. Years.
With SECUVA
SECUVA is already deployed. Add your organisation to the policy. Days.
Responding to a TGA audit on training data
Without SECUVA
Reconstruct from memory, email chains, export logs. Hope for the best.
With SECUVA
Immutable, timestamped audit log. Exportable. Defensible.
Partnership model

How AI vendors work with SECUVA.

Step 01One-time setup

Register

Your organisation is registered in the SECUVA partner directory. A data-use profile is agreed with each health network you want to access.

  • Partner directory listing
  • Data-use agreement binding
  • Approved-recipient status
Step 02Per dataset

Request

Submit a structured dataset request with your use case, cohort criteria, and HREC reference. Policy engine validates against your agreement.

  • Structured cohort request
  • Policy auto-validation
  • Status tracked in real time
Step 03Governed delivery

Receive

Clean, anonymised dataset delivered to your approved endpoint. Signed manifest, methodology reference, and audit access included.

  • Governed dataset delivery
  • Signed methodology manifest
  • Ongoing audit log access
Regulatory alignment

Everything your TGA submission and hospital legal team need.

SECUVA-governed datasets come with a documented, defensible de-identification methodology. Your AI product's regulatory pathway gets shorter.

DICOM PS3.15 methodology documented
HL7 FHIR R4 de-identification
TGA SaMD training-data alignment
OAIC APP 11 compliant pipeline
Re-identification risk evidence
Signed dataset manifests
Immutable access audit log
AU data sovereignty end-to-end

Let us unblock your hospital pipeline.

Talk to us about registering as a SECUVA partner and what a governed data pipeline would look like for your product.