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Topic Benchmark

Specifications, Schedules & References Drawing Issue Benchmarks

35,077 aggregate finding records across eight discipline cohorts, with severity mix, comparisons, methodology, and privacy-safe downloads.

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References, schedules, notes, finishes, fixtures, and equipment information. This summary compares the same disclosed title-term group across architectural, structural, civil, MEP, fire-and-life-safety, and general coordination records.

35,077

aggregate finding records

8

discipline cohorts

38%

Critical or High priority

Key findings

  • Architectural is the largest published specification and schedule cohort, with 10,076 finding records across 684 represented projects.
  • Architectural and Electrical together account for 49.6% of finding records across the eight discipline cohorts.
  • 13,335 records (38%) are assigned Critical or High review priority.
  • Published cohort volume ranges from 1,203 records in General & Coordination to 10,076 in Architectural; the difference reflects review mix and scope, not discipline quality.

Compare specification and schedule findings by discipline

Each bar links to its full discipline benchmark. Counts are descriptive cohort totals, not normalized error rates or quality rankings.

Severity mix

SeverityFindingsShare
critical8682.5%
high12,46735.5%
medium18,54952.9%
low3,1939.1%

Download the aggregate dataset

Both files contain only the published topic, discipline, project-count, finding-count, date-range, threshold, and severity fields.

Methodology and limitations

The source window runs from 2026-03-21 through 2026-09-04. Topics use disclosed, case-insensitive title terms and disciplines use normalized review metadata. Duplicate, dismissed, insufficient-reference, and previously suppressed findings are excluded.

Categories overlap, so a finding can appear in multiple topic or discipline cohorts. Document size, phase, scope, and validation status vary. The data does not establish defect rates, prevalence, or discipline quality.

Frequently asked questions

Which discipline has the largest specification and schedule benchmark?

Architectural is the largest published cohort by finding volume, with 10,076 aggregate records across 684 represented projects.

How many specification and schedule findings are represented?

The eight published discipline cohorts sum to 35,077 finding records. Categories can overlap, so this sum is descriptive and is not a count of unique defects or an industry prevalence estimate.

What share of specification and schedule findings are high priority?

38% of records are assigned Critical or High review priority. Severity describes review priority when the potential finding was generated, not final project-team acceptance.

Does a larger cohort mean that discipline has worse drawings?

No. Document volume, project scope, design phase, discipline coverage, and validation status vary. These aggregate counts must not be used as discipline quality rankings or error rates.

Does this benchmark expose customer or project information?

No. It contains aggregate counts only and excludes customer names, project names, addresses, files, account identities, project identifiers, and finding text.

Read the Specifications, Schedules & References review guide or browse all benchmark topics.

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