How we measure performance

Blue Ridge Federal uses IEEE 1012 verification and validation (V&V) as the reference framework for evaluating product-data software. Verification assesses whether outputs satisfy defined requirements; validation assesses whether the resulting workflow meets its intended use and user needs. A reviewable evaluation identifies the software version, input population, required fields, source systems, operating conditions and acceptance criteria. The test plan connects these requirements to test cases and supporting evidence, giving each reported result a defined scope and a traceable basis for technical review.

For match accuracy, the evaluation must define a reference answer supported by authoritative manufacturer or supplier evidence. The scoring record identifies the unit being assessed, the rule for a correct match, the denominator and the treatment of missing, ambiguous or conflicting results. Proposed identities are checked against the reference evidence, with disagreements documented and resolved under the stated review rules. Match correctness and match coverage are reported separately, and held or unmatched records remain accounted for. These definitions let a reviewer interpret an accuracy percentage and understand the cases to which it applies.

For time saved per file, the comparison uses a defined baseline for completing the same task to the same acceptance criteria. The timing protocol distinguishes active operator effort from elapsed processing time and specifies the start and stop points, review and correction work, and treatment of failed or excluded runs. Per-file savings are calculated as baseline time minus assisted-workflow time on the same timing basis; the average must identify its evaluated files and aggregation method. Retained configurations, observations, calculation rules and limitations make the measurement reproducible and connect each performance claim to the evidence needed to substantiate it.