Benchmarks

What is measured, what is in progress, what results exist

NC distinguishes three levels of evaluation: method performance, workflow usefulness, and commercial outcomes. Each is labeled by current status.

Method benchmark

Can NC map evidence to claim components accurately and reliably?

Measurement Status
Event retrieval in progress
Claim-component matching in progress
Applicability assessment planned
Direction classification planned
Stable-control performance in progress
Expert agreement planned

Workflow benchmark

Do reviewers find surfaced cases useful, and does the system reduce effort?

Measurement Status
Review yield planned
Reviewer effort planned
Timing improvement planned
Corrections required planned
False-alert burden planned

Commercial outcomes

Does NC save time, change review timing, or justify spend?

Measurement Status
Customer-reported time saved planned
Material reviews initiated planned
Repeat usage planned
Willingness to expand planned

Labels

planned

Defined as a measurement but not yet implemented

in progress

Active development or data collection

published

Results available for public review