COTO
Test certificates, evidence and correction of disputed records.

SUSTAINABILITY AND EMPOWERMENT
Evaluate where AI or shared evidence can improve a project, then test the design before authorizing its use.
Name the decision, record or transaction to improve. Identify the project owner, evidence creators, verifiers, affected users and existing process.
Compare a controlled database with an Ethereum-compatible approach when multiple parties need independently verifiable records. Keep underlying commercial and personal data in controlled systems.
Measure AI errors, bias and performance against a baseline. For provenance, test who can attest, revoke or correct a record, and how a verifier checks the underlying evidence.
Assign human review, access control, incident response and rollback. Record IP ownership and agree permitted use, support and any approved fees before sharing tools with a project.
Use-case brief, data and permissions plan, prototype, test results, operating controls and proposed IP terms.
On an illustrative dairy pilot, test whether a processor and buyer can verify batch testing and acceptance without exposing contracts or personal data.
These examples show this center’s proposed contribution alongside the other centers.
Test certificates, evidence and correction of disputed records.
Prototype verifiable batch records for a dairy pilot.
Compare automated sourcing matches with a manual shortlist.