THE FIRST PRODUCT WORKFLOW / PLANNED

A research question.
A responsible way forward.

Can the right institution help answer your question? Start by assessing resource suitability and permission, before a study commits to data access or recruitment.

RESEARCH FEASIBILITY

Answer research questions together.
Keep patient identity at its source.

Make every release accountable.

ONE BOUNDED ENGAGEMENT
Start
A defined research question
Work
Resource discovery, scoped task, review
Return
An answer with its evidence and limits

A PRACTICAL FIRST USE

Determine suitability.
Before widening the work.

A life sciences research team or academic collaborator needs to understand what a resource could support. An institution needs to control what is described, computed and released. The proposed pilot brings those decisions into one visible process.

01

Discover without taking custody

Review a resource description and its limitations. A catalog entry is neither an available dataset nor permission to access it.

02

Approve the exact task

Bind purpose, recipient, artifact version, location and expiry. Deposits and bounded proofs support the decision; they do not replace it.

03

Review what comes back

Assess the output for privacy and scientific interpretation before release. Retain the reason for a refusal as carefully as an approval.

WHAT DISCOVERY IS AIMING TO CONNECT

Useful foundations.
One accountable workflow.

The intended distinction is the complete custody-to-release process. Federation, encryption or AI alone is not a new category or a privacy guarantee.

PLANNED DIVISION

Vault

Describe a resource, preserve custody and version the approved research view.

Explore the division

PLANNED DIVISION

Clinical

Bring a precise evidence gap and accountable professional interpretation.

Explore the division

PLANNED DIVISION

Trials

Inform a future study discussion without identifying or contacting participants.

Explore the division

PLANNED DIVISION

Discovery AI

Constrain a defined task and inspect its inputs and outputs; AI execution is not part of this public demonstration.

Explore the division

MEASURE BEFORE MAKING CLAIMS

Agree the baseline.
Show the evidence.

These are proposed evaluation measures. Targets would be agreed with each pilot team; no performance results or reductions are claimed today.

Time to an approved answer

From an agreed, complete request to a recorded reviewed answer; include waits and report their causes.

BASELINE AND TARGET: NOT YET SET

Reviewer effort

Active minutes by research, custodian and privacy roles; report separately from elapsed time.

BASELINE AND TARGET: NOT YET SET

Reproducibility

Repeat the same versioned task and reconcile the artifact and decision evidence.

BASELINE AND TARGET: NOT YET SET

Prohibited-request denials

Test every agreed negative case and retain the result. Any unauthorized release stops acceptance.

BASELINE AND TARGET: NOT YET SET

TAKE A PRECISE NEXT STEP

Bring the question.
Help define the pilot.

Discuss scope with a research owner, custodian and reviewers. Share only a non-sensitive outline.