LYNCH·LLP
HOME/EXAMINERS/TC 2100/PAULINHO E SMITH
◈ FIND AN EXAMINER OR ART UNIT
◈ USPTO PATENT EXAMINER STATISTICS

Examiner Paulinho E Smith

TECH CENTER 2100 · 5 ART UNITS · 620 DECIDED APPLICATIONS · LAST ACTION JUN 2026
ALLOWANCE RATE = SHARE OF DECIDED APPLICATIONS (ALLOWED + ABANDONED); PENDING EXCLUDED
OVERALL ALLOWANCE RATE · POOLED ACROSS 5 ART UNITS

Examiner Paulinho E Smith has allowed 512 of 620 decided applications (83%) in Computer Architecture, Software, and Information Security.

83% pooled allowance · benchmarked per art unit below
DATA UPDATED JUNE 25, 2026
AU 2127 · 80%AU 2129 · 81%AU 2125 · 92%AU 2124 · 85%AU 2123 · 75%
// READING THIS EXAMINER

What the data says.

Paulinho E Smith maintains a public record spanning five art units within Technology Center 2100 (Computer Architecture, Software, and Information Security). Over 620 disposed applications, the examiner's allowance rate stands at 83%, reflecting 512 allowed applications against 108 abandonments. The record covers a broad range of subject matter across TC 2100, with allowance rates ranging from 80% to 92% across individual art units. This pooled figure aggregates performance across multiple distinct examination areas and represents historical outcomes on decided cases, excluding pending applications.

// HOW TO READ THESE NUMBERS

How to read these numbers.

This pooled record aggregates five separate art units within TC 2100, each with distinct examination patterns. The overall 83% allowance rate describes past outcomes across all decided applications in this examiner's record. Aggregate figures reflect historical performance and are not predictions about any specific application. Individual art units may show variation from the pooled average. Understanding the breadth and range of this record provides context for the examiner's overall experience, but does not forecast outcomes in any pending matter.

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 →

// BY ART UNIT

The record, art unit by art unit.

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.

◈ PRIMARY · ART UNIT 2127
254 APPS · 80% ALLOWANCE

Primarily examines neural-network / biological-model computing, and machine learning.

80% allowance (of decided)▏ art-unit average 67%
DISPOSITION168 / 43 / 43allowed / abandoned / pending
FIRST ACTION29.6 moart unit avg 28.5 mo
TOTAL PENDENCY44.2 moart unit avg 41.8 mo
// REJECTION PROFILE
§101 — Subject-matter eligibility48% · art unit 51%
§102 — Anticipation (novelty)85%
§103 — Obviousness82% · art unit 77%
§112 — Written description & definiteness54%
// INTERVIEW SPLIT

Allowance rate for applications with an examiner interview versus without one.

WITH INTERVIEW80%allowance share
WITHOUT INTERVIEW79%+1 pt difference

A correlation, not proof that interviews cause allowances. Based on 80 decided applications with an interview and 131 without.

ART UNIT 2129
253 APPS · 81% ALLOWANCE

Primarily examines neural-network / biological-model computing, and machine learning.

81% allowance (of decided)▏ art-unit average 65%
DISPOSITION204 / 49 / 0allowed / abandoned / pending
FIRST ACTION24.1 moart unit avg 28.5 mo
TOTAL PENDENCY36.8 moart unit avg 42.3 mo
// REJECTION PROFILE
§101 — Subject-matter eligibility53% · art unit 63%
§102 — Anticipation (novelty)58%
§103 — Obviousness76% · art unit 75%
§112 — Written description & definiteness36%
// INTERVIEW SPLIT

Allowance rate for applications with an examiner interview versus without one.

WITH INTERVIEW94%allowance share
WITHOUT INTERVIEW78%+16 pt difference

A correlation, not proof that interviews cause allowances. Based on 48 decided applications with an interview and 205 without.

ART UNIT 2125
131 APPS · 92% ALLOWANCE

Primarily examines neural-network / biological-model computing, and machine learning.

92% allowance (of decided)▏ art-unit average 75%
DISPOSITION120 / 11 / 0allowed / abandoned / pending
FIRST ACTION29.2 moart unit avg 26.4 mo
TOTAL PENDENCY38.1 moart unit avg 39 mo
// REJECTION PROFILE
§101 — Subject-matter eligibility36% · art unit 50%
§102 — Anticipation (novelty)74%
§103 — Obviousness65% · art unit 88%
§112 — Written description & definiteness45%
// INTERVIEW SPLIT

Allowance rate for applications with an examiner interview versus without one.

WITH INTERVIEW97%allowance share
WITHOUT INTERVIEW90%+7 pt difference

A correlation, not proof that interviews cause allowances. Based on 31 decided applications with an interview and 100 without.

ART UNIT 2124
13 APPS · 85% ALLOWANCE · LIMITED DATA

Primarily examines neural-network / biological-model computing, and machine learning.

85% allowance (of decided)▏ art-unit average 64%
DISPOSITION11 / 2 / 0allowed / abandoned / pending
FIRST ACTION24.9 moart unit avg 28.5 mo
TOTAL PENDENCY35.3 moart unit avg 41.8 mo
// REJECTION PROFILE
§101 — Subject-matter eligibility91% · art unit 61%
§102 — Anticipation (novelty)73%
§103 — Obviousness64% · art unit 88%
§112 — Written description & definiteness64%

Based on 13 applications — too small a sample to characterize the rejection mix reliably; shown for completeness.

ART UNIT 2123
12 APPS · 75% ALLOWANCE · LIMITED DATA

Primarily examines neural-network / biological-model computing, and machine learning.

75% allowance (of decided)▏ art-unit average 51%
DISPOSITION9 / 3 / 0allowed / abandoned / pending
FIRST ACTION29.5 moart unit avg 29.3 mo
TOTAL PENDENCY38.6 moart unit avg 43.8 mo
// REJECTION PROFILE
§101 — Subject-matter eligibility45% · art unit 61%
§102 — Anticipation (novelty)91%
§103 — Obviousness91% · art unit 85%
§112 — Written description & definiteness27%

Based on 12 applications — too small a sample to characterize the rejection mix reliably; shown for completeness.

// FAQ

Questions about Examiner Paulinho E Smith

  • What is Paulinho E Smith's overall allowance rate?
    The examiner's allowance rate is 83% over 620 disposed applications, comprising 512 allowed and 108 abandoned cases. This figure describes historical outcomes and is not a prediction of any specific application.
  • How many art units does this examiner cover?
    Paulinho E Smith has a public record spanning five art units (2123, 2124, 2125, 2127, 2129) within Technology Center 2100 (Computer Architecture, Software, and Information Security).
  • Do allowance rates vary across this examiner's art units?
    Yes. Allowance rates across individual art units range from 80% to 92%. The pooled 83% figure aggregates all five art units and does not represent performance in any single unit.
  • What does this pooled record include and exclude?
    The pooled record covers 620 disposed (decided) applications—allowed and abandoned cases—across all five art units. Pending applications are excluded from this calculation. The record reflects past outcomes only.
◈ RESPONDING TO AN OFFICE ACTION

Strategy, not paperwork. Talk to the attorney doing the work.

Lynch LLP represents applicants in patent prosecution before the USPTO. Book a consultation to discuss your matter with the attorney who would handle it.

Book a 30-minute consultation →
METHODOLOGY & DISCLOSURES

Methodology. This page pools every art unit in which Examiner Paulinho E Smith 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 June 25, 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: 663 applications.

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 →

ATTORNEY ADVERTISING — Sean Lynch, Partner, Lynch LLP