RESEARCH / MULTI-PARTY
Collaborate on Sensitive Data Without Giving It Away
Research consortia, clinical trials, and joint analytics depend on pooling sensitive data across institutions that don't fully trust each other. Lattix lets each party contribute data that stays bound to its own policy — collaboration without surrendering ownership.
Breakthroughs increasingly require combining data across organizations — hospitals pooling clinical data, banks sharing fraud signals, partners running joint analytics. But each contributor is bound by consent, IP, and regulatory constraints, and traditional collaboration forces a bad trade: either centralize the data and lose control, or don't collaborate at all. Once a dataset is copied into a shared environment, the contributing institution can't enforce its consent terms, can't revoke access, and can't prove how its data was used.
- Pooling data into a shared environment means contributors lose control of it.
- Consent, IP, and regulatory terms can't be enforced once data is centralized.
- Institutions can't revoke their data if a collaboration ends or terms are breached.
- There's no verifiable record of how each party's data was actually used.
- Distrust between contributors stalls or kills high-value collaborations.
Contribute Data That Stays Bound
Each institution contributes data wrapped in Zero Trust Data Format, so its access policy and keys travel with it into the shared environment. Contributors keep control of their data even as it's used in joint analysis — collaboration no longer requires surrendering ownership.
Enforce Each Party's Terms
Attribute-based policy lets each contributor encode its own consent, purpose-of-use, and regulatory constraints, enforced on every access. One party's data can be used for the agreed analysis and nothing else, regardless of who is running it.
Revoke and Re-Scope by Contributor
Because policy is bound per object, any contributor can revoke or re-scope its data if the collaboration ends, consent changes, or terms are violated — without disrupting the rest of the shared dataset.
Prove Use With Shared Audit
Every access is recorded to a tamper-evident ledger visible to the parties, giving each contributor verifiable proof of how its data was used and assurance that the agreed boundaries held — the trust foundation that makes collaboration possible.
Collaborate Without Surrender
Contribute sensitive data to joint work while keeping enforceable control of it.
Per-Party Policy
Each contributor's consent, purpose, and regulatory terms are enforced on every access.
Contributor Revocation
Any party can revoke or re-scope its data without breaking the shared dataset.
Verifiable Use
Shared tamper-evident audit proves how each party's data was actually used.
Unblock Consortia
Enforceable boundaries replace blind trust, getting stalled collaborations moving.
Honor Consent at Scale
Bind consent and purpose-of-use to the data so they hold across institutions.
Helps You Align With
Lattix provides the technical controls and audit capabilities to help your organization meet the requirements of these frameworks.
Explore Further
How does Lattix enable secure multi-party data collaboration?
Each institution contributes data wrapped in Zero Trust Data Format, so its access policy and keys travel into the shared environment. Each contributor's consent and regulatory terms are enforced on every access, any party can revoke its data, and a shared tamper-evident ledger proves how data was used.
Can a contributor revoke its data if the collaboration ends?
Yes. Because policy is bound per object, any contributor can revoke or re-scope its data when a collaboration ends, consent changes, or terms are violated — without disrupting the rest of the shared dataset.
How is consent and purpose-of-use enforced across institutions?
Consent, purpose-of-use, and regulatory constraints are encoded as attribute-based policy bound to each data object, so they are enforced on every access regardless of which party is running the analysis.
Can each party verify how its data was used?
Yes. Every access is recorded to a tamper-evident ledger visible to the parties, giving each contributor verifiable proof that the agreed boundaries held and assurance of how its data was used.
Pool Data Without Losing Control
Tell us about your consortium or joint-analytics program, and we'll show you how Lattix keeps each party's data policy-bound, revocable, and auditable.
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