Education & research · Core Facility · Research Integrity · Instrument IT
Authenticate data from shared scientific instruments
Can a result be attributed to the correct instrument, configuration, operator, and acquisition session?
Operational pain
Shared facilities export files through vendor workstations and removable media that do not preserve trustworthy machine or session identity.
Trigger
Core-facility automation, contested result, accreditation, or cross-border data exchange.
QNSI contribution
Connect the decision to a controlled security path
Associate QNSI-supported machine signatures with instrument asset, calibration state, method, operator session, and file digest.
Decision artifact
An instrument-origin evidence record linking raw data to equipment identity, configuration, and acquisition context.
What still requires validation
The facility validates calibration, method controls, operator identity, timestamping, vendor software, and research policy.
External problem context
Primary sources
These sources establish the external requirement or risk context. They do not endorse HEOSSI or prove that QNSI completed this scenario.
Evidence boundary
What this page does—and does not—prove
This is a product evaluation pattern, not a customer case study, certification, legal opinion, regulator endorsement, or claim that a production deployment completed the described work.