Design validation reports

Identifies documents containing references to design validation reports in Australian contexts. Higher confidence denotes reports of performed design validation (executed tests with observed results, pass/fail outcomes, deviations, conclusions, or approval), not plans or protocols; validation/review/protocol vocabulary alone remains discovery-only.

Type

regex

Engine

boost_regex

Confidence

medium

Confidence justification

category-aware structural regex with anchor and context constraints replaces phrase-only detection. Added context gating and exclusion rules improve precision and reduce incidental matches.

Detection quality

Topic false positive

Jurisdictions

global

Regulations

AML/CTF Act (Cth), HRIPA (Cth), IPA 2009 (Qld), My Health Records Act 2012 (Cth), NDB Scheme (Cth), Privacy Act 1988 (Cth), TIA Act 1979 (Cth), GDPR

Frameworks

ISO 27001, ISO 27701

Data categories

intellectual-property

Scope

wide

Risk rating

7

Platform compatibility

Purview: Compatible, GCP DLP: Compatible, Macie: Compatible, Zscaler: Compatible, Palo Alto: Degraded, Netskope: Unsupported

Pattern

(?is)\b(?:design\s+validation|validation\s+report|design\s+review|product\s+validation|verification\s+testing|test\s+protocol|acceptance\s+criteria|design\s+output|qualification\s+report|conformance\s+assessment)\b

Corroborative evidence keywords

design validation reports, design, validation, reports, product, quality, safety

Proximity: 300 characters

Should match

• design validation — Primary topic phrase match
• validation report — Case-insensitive topic phrase match
• design review — Alternative topic phrase match
• product validation — Additional topic phrase match
• DV-330 executed 12 Jul; expected 50 N, observed 43 N; FAIL; deviation DEV-19; conclusion: redesign latch; approved by M. Chen. — Executed test with expected/observed values, outcome, deviation, conclusion, and approval (enforces at 75/85)

Should not match

• unrelated generic text without domain phrases — No relevant topic phrases present
• placeholder value 12345 — Random text should not match topic-specific regex
• product failure — Generic word pair from old broad template should not match
• Test protocol and acceptance criteria for the upcoming review. — Planning material without results — discovery only, must not enforce
• The theatre design received favourable reviews. — Design/review in an arts meaning must not match
• Training sample DV-001 observed 10, PASS. — Training/sample indicates a fabricated report — suppressed from enforcement
• validation report — Report label alone does not prove execution — discovery only, must not enforce

Known false positives

• Common words and phrases related to design validation reports appearing in policy documents, training materials, HR templates, or compliance guidelines without actual personal data. Mitigation: Require corroborative evidence keywords within the proximity window to confirm sensitive data context rather than general discussion.
• In Australian English, similar terminology used in formal or administrative contexts (education, professional documentation) that does not constitute sensitive data collection. Mitigation: Layer with additional contextual signals such as structured identifiers, form fields, or database column headers to distinguish sensitive records from general references.
• High-frequency pattern matches in large document corpora due to broad regex anchors. Expected match rate is significantly higher than specific identifier patterns. Mitigation: Tune confidence thresholds for bulk scanning. Consider using this pattern primarily as a pre-filter with secondary validation.

References

• https://www.safeworkaustralia.gov.au/doc/model-code-practice-how-manage-work-health-and-safety-risks
• https://www.productsafety.gov.au/product-safety-laws