Examiner Denise Tran has allowed 355 of 404 decided applications in Computer Architecture, Software, and Information Security.
Denise Tran maintains a public record in Technology Center 2100 (Computer Architecture, Software, and Information Security) spanning five art units. Across hundreds of decided applications, her allowance rate stands at 88%. The allowance rate reflects the percentage of applications in her record that were allowed, among all decided (allowed and abandoned) applications. Her allowance rate ranges from 78% to 92% across these art units, showing variation in the rates across different subject areas within the technology center. This pooled figure aggregates her work across all five art units and describes her historical record.
This profile presents Denise Tran's pooled allowance rate across multiple art units in TC 2100. The aggregate figure describes past outcomes and does not constitute a prediction of any specific application's outcome. Allowance rates vary by art unit; the pooled percentage reflects overall historical performance across all units combined. Individual applications are examined on their merits regardless of the examiner's historical record.
These are aggregate statistics from this examiner's past public record — not predictions about any specific application. The per-art-unit figures below show how the record varies across art units. Our approach to patent prosecution →
Each section benchmarks this examiner against that art unit's average. Figures are this examiner's own public record within the art unit; the overall rate above pools them.
Primarily examines input/output (I/O) data transfer, and memory access and allocation.
Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.
Allowance rate for applications with an examiner interview versus without one.
A correlation, not proof that interviews cause allowances. Based on 88 decided applications with an interview and 83 without.
Primarily examines computer-aided design (CAD).
Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.
Allowance rate for applications with an examiner interview versus without one.
A correlation, not proof that interviews cause allowances. Based on 48 decided applications with an interview and 66 without.
Primarily examines computer-aided design (CAD).
Grounds can co-occur, so the four don't sum to 100%. The art-unit figure is the unweighted mean across examiners in the art unit; §102 and §112 carry no art-unit benchmark.
Allowance rate for applications with an examiner interview versus without one.
A correlation, not proof that interviews cause allowances. Based on 25 decided applications with an interview and 26 without.
Primarily examines computer-aided design (CAD).
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Methodology. This page pools every art unit in which Examiner Denise Tran has a public record within Technology Center 2100. Statistics are computed from publicly available USPTO records, refreshed on a recurring schedule. This page's data was last updated July 14, 2026. The overall allowance rate is total allowed divided by total decided applications (allowed plus abandoned) across all art units — not an average of the per-art-unit rates; pending applications are excluded. Figures are rounded for display. Pooled sample: 404 applications.
Rejection rates. Each §-rate is the share of this examiner's applications that drew at least one office-action rejection in which that statutory ground appears; applications with no rejection on record are excluded, and because grounds can co-occur the four do not sum to 100%. The art-unit figure beside each is the unweighted mean of the per-examiner rates across the art unit, published for §101 and §103 only. Beside the overall allowance rate we show a benchmark: for a single-art-unit examiner it is exactly that art unit's average, labeled “art-unit average”; for an examiner spanning several art units it is the “weighted peer average” — the per-art-unit averages, weighted by this examiner's application count in each — labeled distinctly because it is a blended figure, not any single art unit's average. Both are built from the same per-art-unit averages the panels show.
Lynch LLP is not affiliated with, endorsed by, or sponsored by the United States Patent and Trademark Office. Examiner statistics are derived from publicly available USPTO data.
These statistics describe past examiner behavior and do not predict the outcome of any particular application. Past results do not guarantee future outcomes. Where this page compares an examiner's allowance rate to an art-unit average, that comparison is a factual description of the public record, not a characterization of any individual examiner's conduct or competence.
This page is for general informational purposes and is not legal advice. No attorney-client relationship is formed by viewing it. Full disclaimers →
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