Control
Conditions from the start
Providers can define allowed purposes, restrictions, obligations, eligibility requirements and usage boundaries before any request is considered.
Value for providers
Turn expert assets into governed Data Products
EDGE/DM helps data, technology, validation and AI providers make their assets visible without losing control over usage conditions, supporting evidence and traceability.
Provider publication flow
Publishing means packaging reusable value
Publishing is not just adding a title to a catalogue. It means packaging a reusable asset as a Data Product, with governance, usage conditions, evidence and traceability from the start.
This approach helps other participants understand what is being offered, under which conditions it can be requested and what evidence supports its potential use.
- Identify the reusable assetDataset, AI service, benchmark, validation capability, workflow or evidence package.
- Define the public descriptionWhat it is, what it supports, who provides it and what type of request it may accept.
- Add governance and conditionsAllowed purpose, restrictions, eligibility, obligations and usage boundaries.
- Attach evidenceDatasheets, model cards, validation summaries, technical documentation or traceability records.
- Publish for review and requestThe Data Product becomes discoverable and requests are reviewed case by case.
Provider value
More than visibility: control, context and trust
The goal is not uncontrolled exposure. It is to turn expert assets into clear, governed and reviewable propositions for other participants.
Discovery
A clear public description
Participants can understand what exists, what problem it supports and what type of collaboration it may enable, without accessing sensitive assets.
Trust
Evidence attached to the asset
Technical documentation, validation summaries, datasheets, model cards or traceability records help reviewers assess the Data Product more rigorously.
Sustainable value models
Explore value without losing governance
EDGE/DM considers different ways for participants to create sustainable value from Data Products, always through agreements, eligibility review, usage conditions and traceability.
These models do not imply open data sales. They are framed as governed mechanisms to connect capabilities, knowledge, evidence and services with real MedTech ecosystem needs.
Related document
Read the document on provider value, AI collaboration and possible service models around governed Data Products.
Download PDFModel
Governed access
Allow access requests to publicly described assets, reviewed case by case and conditioned on purpose, requester profile and accepted obligations.
Model
Validation and evaluation
Offer capabilities to validate, compare or review solutions, algorithms, devices or workflows using documented criteria.
Model
Benchmarking
Create value through reference resources that help compare models, processes or results under known metrics, limits and evidence.
Model
AI services
Publish inference, evaluation, explainability or analytical support capabilities as governed services, not as indiscriminate access to data.
Model
Federated collaboration
Explore collaboration between organisations while avoiding uncontrolled data movement through federated schemes or mediated services.
Model
Evidence services
Provide documentation, traceability, validation records or evidence packages that help justify responsible use of a Data Product.
Want to publish a Data Product?
Share your interest and the EDGE/DM team will review the fit, asset type, participation conditions and next steps.