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◈ USPTO PATENT EXAMINER STATISTICS

Examiner Boniface N Nganga

TECH CENTER 3700 · 5 ART UNITS · 628 DECIDED APPLICATIONS · LAST ACTION JUL 2026
ALLOWANCE RATE = SHARE OF DECIDED APPLICATIONS (ALLOWED + ABANDONED); PENDING EXCLUDED
OVERALL ALLOWANCE RATE · POOLED ACROSS 5 ART UNITS
67%vs 53% weighted peer average+14 pts

Examiner Boniface N Nganga has allowed 420 of 628 decided applications in Mechanical Engineering, Manufacturing, Products.

420 allowed
208 abandoned
Plus 61 applications still pending — not yet decided, so excluded from the rate.
The weighted peer average (53%) is each art unit's average below, weighted by this examiner's applications in it (5 art units).
DATA UPDATED AUGUST 27, 2026
AU 3793 · 73%AU 3797 · 75%AU 3769 · 52%AU 3792 · 50%AU 3762 · 78%
◈ PATENT PROSECUTION

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Outcomes over timemonths since first office action

grantedpendingabandoned
granted 54%abandoned 29%0%50%100%048mo36momonths since first office action
↳ move your cursor across the chart to read any month

Within 36 months of the first office action, 54.18% of Examiner Boniface N Nganga's applications had been granted and 29.08% had been abandoned. This counts each application from its own first office action, so it covers a different population than the overall allowance rate above, which is measured across decided applications only.

Office actions per allowanceexaminer ● vs weighted peer average ○

Mailed office actions per allowed application
2.40
2.34

Counts mailed office actions on the merits — non-final and final — over this examiner's 420 allowed applications. A first-action allowance counts as zero, and a notice of allowance is not an office action.

The weighted peer average (2.40) blends the per-art-unit averages, weighted by this examiner's allowed applications in each: 3793 (2.63), 3797 (2.25), 3769 (2.22), 3792 (2.16), 3762 (1.96). Each art-unit figure is the unweighted mean of the individual examiner values in that art unit — the peer-typical figure, not the art unit's own ratio.

What the data says.reading this examiner

Boniface N Nganga maintains a pooled allowance rate of 67% across hundreds of decided applications in Technology Center 3700 (Mechanical Engineering, Manufacturing, Products). His record spans 5 art units: 3762, 3769, 3792, 3793, and 3797. The allowance rate varies across these art units, ranging from 52% to 75%. This range reflects the different subject-matter compositions and application characteristics within each art unit. The pooled figure represents the aggregate outcome across all decided applications—both allowed and abandoned—in the examiner's record.

Reading a pooled record.

A pooled allowance rate aggregates results across multiple art units with different subject matter and application characteristics. This aggregate figure describes the examiner's past record and does not predict the outcome of any specific application. Variation across individual art units is normal and reflects differences in technology, applicant preparation, and claim scope. The pooled record provides context for understanding the examiner's overall pattern; individual applications are evaluated on their own merits.

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 →

Appeals, stage by stagepre-appeal conference, then the Board

STAGE 1 · CONFERENCE221418REQUESTSn = 18counts only
14 of 18 proceed
+ 39 never asked
STAGE 2 · APPEAL44%12%32%10%57APPEALSn = 57rates shown
STAGE 1 · CONFERENCE OUTCOME · n = 18
  1. Proceeded to appeal14—
  2. Allowed at conference2—
  3. Prosecution reopened2—
STAGE 2 · APPEAL OUTCOME · n = 57
  1. Allowed2544%
  2. Affirmed1832%
  3. Reversed712%
  4. Abandoned610%
  5. Affirmed in part12%

Appeal outcomes are counted from USPTO transaction records. Where an examiner has few appeals on record, these figures describe what happened in those cases and should not be read as a rate.

Rates are not shown below 20 cases, because a single case would move the figure by more than five percentage points.

Categories report what happened to the appeal, not the application's final fate — most appeals resolve without a Board decision, and an application whose rejection the Board affirmed can still be granted afterward.

HOW TO READ THESE NUMBERS

Past outcomes, not predictions — identity, attribution, and coverage limits on every figure on this page. Expand for the full list.

These figures describe outcomes already on the public record. They do not predict the outcome of any application and are not legal advice.

Reassigned applications. The USPTO publishes only the examiner currently assigned to an application. Where an application has changed examiners, its entire history — including office actions issued by a predecessor — is attributed here to the current examiner.

Examiner identity. The USPTO publishes no stable examiner identifier. Identity on this site is derived from the examiner's published name together with the art unit. An examiner's record is pooled across the art units they worked in within a technology center. An examiner who has worked in more than one technology center appears here more than once, with their record split between those pages. Two examiners who share a name within a single art unit may be combined into one record.

Comparing across technology centers. Rejection-ground rates (§101, §102, §103, §112) track the subject matter a technology center examines, not examiner severity. Technology Center 3700's rates are comparable with other art units inside TC 3700 and are not comparable with rates from a different technology center.

Comparing examiners. An examiner's rates are shown here against the average for their art unit, which is the closest available comparison because art units group related subject matter. Comparisons get less reliable the further you move from that — between art units, and especially between technology centers, differences in subject matter, applicant population, and prior art make raw rate comparisons misleading. Where an examiner has few applications on record, small changes in the underlying data move the percentages a great deal.

Applications not counted. An application whose currently assigned examiner has moved to a USPTO business unit outside the examining technology centers is absent from this record, together with every office action on it — even where those actions issued while the application sat in an art unit shown here.

Coverage is incomplete. This site does not include every patent application. Applications that may not appear here include those examined in technology centers not listed on this site; those that moved elsewhere within the Office, such as to the Patent Trial and Appeal Board on appeal, to central reexamination, to the Office of Petitions, or to design or plant examination; those never published, including applications filed with a nonpublication request and those abandoned before publication; provisional applications, which are not examined on the merits; anything filed or acted on after the refresh date above; and individual applications or office actions that the USPTO's public services did not return when we retrieved them. That list is illustrative, not exhaustive.

Counts may be low. The individual outcomes described here are matters of public record. The counts and rates computed from them are ours, and they are incomplete. Because of those gaps a count here may be lower than the true figure. We cannot state the size of the difference, and it is not uniform — one examiner's page may be close to complete while another's is materially short. Rates are computed from these same counts, so the uncertainty sits in both the numerator and the denominator. Do not treat a figure here as a count of record; verify against Patent Center, PatentsView, or the Patent Examination Data System before relying on it.

An absent figure. Where a figure is absent, we did not retrieve the underlying records. It does not mean the value is zero, and it does not mean the USPTO holds no such records.

Rejection-ground retrieval. Office-action rejection records are retrieved from the USPTO's office-action dataset in date-bounded batches sized so that each is returned whole in a single response. Retrieved this way, repeated pulls return the same set of records — the retrieval is reproducible. That is a property of our retrieval, not a guarantee that the USPTO dataset itself is complete; the coverage caveats above apply to these figures as to every other.

Compiled from USPTO records as published on August 27, 2026. Prosecution continues after that date and is not reflected here.

The record, art unit by art unit.5 art units

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 3793
253 APPS · 73% ALLOWANCE

Allowance ratewhere this examiner sits among peers

73%
higher than about 77% of the 101 examiners with published rates in art unit 3793
AU avg 53%
0%
100%
Each short mark is one of the 101 examiners with published rates in art unit 3793; the dot is this examiner. The tick is the art-unit average.

Disposition253 decided applications

185 allowed
68 abandoned
No applications pending.

Pendencymonths from filing

filed
first action 27.1mo
disposed 49.5mo
0
60mo
Art-unit average: first action 25.5 mo, disposed 44.9 mo.

Rejection groundsexaminer ● vs art-unit average ○

REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

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; where an art unit has no computed average for a ground, that row says so rather than showing a comparison.

§101 — Subject-matter eligibility
33%
26%
§102 — Anticipation (novelty)
81%
78%
§103 — Obviousness
93%
86%
§112 — Written description & definiteness
87%
79%

Interview benefit

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

without
69%
+9 pts
with
78%

A correlation, not proof that interviews cause allowances. Based on 110 decided applications with an interview and 143 without.

◈ ART UNIT 3797
225 APPS · 75% ALLOWANCE

Allowance ratewhere this examiner sits among peers

75%
higher than about 51% of the 43 examiners with published rates in art unit 3797
AU avg 67%
0%
100%
Each short mark is one of the 43 examiners with published rates in art unit 3797; the dot is this examiner. The tick is the art-unit average.

Disposition164 decided applications

123 allowed
41 abandoned
Plus 61 applications still pending — not yet decided, so excluded from the rate.

Pendencymonths from filing

filed
first action 19.2mo
disposed 33.3mo
0
36mo
Art-unit average: first action 21.3 mo, disposed 39.8 mo.

Rejection groundsexaminer ● vs art-unit average ○

REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

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; where an art unit has no computed average for a ground, that row says so rather than showing a comparison.

§101 — Subject-matter eligibility
29%
20%
§102 — Anticipation (novelty)
79%
85%
§103 — Obviousness
89%
78%
§112 — Written description & definiteness
76%
73%

Interview benefit

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

without
72%
+9 pts
with
81%

A correlation, not proof that interviews cause allowances. Based on 53 decided applications with an interview and 111 without.

◈ ART UNIT 3769
184 APPS · 52% ALLOWANCE

Allowance ratewhere this examiner sits among peers

52%
higher than about 71% of the 45 examiners with published rates in art unit 3769
AU avg 34%
0%
100%
Each short mark is one of the 45 examiners with published rates in art unit 3769; the dot is this examiner. The tick is the art-unit average.

Disposition184 decided applications

96 allowed
88 abandoned
No applications pending.

Pendencymonths from filing

filed
first action 23.5mo
disposed 44.1mo
0
48mo
Art-unit average: first action 26.2 mo, disposed 43.7 mo.

Rejection groundsexaminer ● vs art-unit average ○

REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

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; where an art unit has no computed average for a ground, that row says so rather than showing a comparison.

§101 — Subject-matter eligibility
27%
24%
§102 — Anticipation (novelty)
75%
82%
§103 — Obviousness
87%
92%
§112 — Written description & definiteness
72%
83%

Interview benefit

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

without
29%
+56 pts
with
85%

A correlation, not proof that interviews cause allowances. Based on 75 decided applications with an interview and 109 without.

◈ ART UNIT 3792
18 APPS · 50% ALLOWANCE · LIMITED DATA

Allowance ratewhere this examiner sits among peers

50%
higher than about 18% of the 103 examiners with published rates in art unit 3792
AU avg 66%
0%
100%
Each short mark is one of the 103 examiners with published rates in art unit 3792; the dot is this examiner. The tick is the art-unit average, computed across all 108 examiners in the unit — a broader group than the 103 published marks, so it can sit apart from them.

Disposition18 decided applications

9 allowed
9 abandoned
No applications pending.

Pendencymonths from filing

filed
first action 24.9mo
disposed 58.7mo
0
60mo
Art-unit average: first action 22 mo, disposed 37.7 mo.

Rejection groundsexaminer ● vs art-unit average ○

REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

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; where an art unit has no computed average for a ground, that row says so rather than showing a comparison.

§101 — Subject-matter eligibility
29%
39%
§102 — Anticipation (novelty)
80%
89%
§103 — Obviousness
83%
100%
§112 — Written description & definiteness
67%
89%

Based on 18 applications — too small a sample to characterize the rejection mix reliably; shown for completeness.

◈ ART UNIT 3762
9 APPS · 78% ALLOWANCE · LIMITED DATA

Allowance ratewhere this examiner sits among peers

78%
higher than about 63% of the 152 examiners with published rates in art unit 3762
AU avg 65%
0%
100%
Each short mark is one of the 152 examiners with published rates in art unit 3762; the dot is this examiner. The tick is the art-unit average, computed across all 155 examiners in the unit — a broader group than the 152 published marks, so it can sit apart from them.

Disposition9 decided applications

7 allowed
2 abandoned
No applications pending.

Pendencymonths from filing

filed
first action 24.6mo
disposed 54.6mo
0
60mo
Art-unit average: first action 22.9 mo, disposed 39 mo.

Rejection groundsexaminer ● vs art-unit average ○

REJECTION RATE = SHARE OF THIS EXAMINER'S APPLICATIONS THAT DREW ≥1 OFFICE-ACTION REJECTION IN WHICH THE GROUND APPEARS

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; where an art unit has no computed average for a ground, that row says so rather than showing a comparison.

§101 — Subject-matter eligibility
16%
25%
§102 — Anticipation (novelty)
78%
75%
§103 — Obviousness
86%
88%
§112 — Written description & definiteness
68%
100%

Based on 9 applications — too small a sample to characterize the rejection mix reliably; shown for completeness.

// FAQ

Questions about Examiner Boniface N Nganga

  • What is Examiner Nganga's overall allowance rate?
    The pooled allowance rate is 67% across hundreds of decided applications in Technology Center 3700.
  • How many art units does this examiner cover?
    The examiner's record spans 5 art units: 3762, 3769, 3792, 3793, and 3797.
  • How much does the allowance rate vary by art unit?
    The allowance rate ranges from 52% to 75% across the examiner's art units, reflecting differences in subject matter and application characteristics.
  • Does this allowance rate predict the outcome of my application?
    No. The pooled allowance rate describes past outcomes and is not a prediction of any specific application's outcome.
◈ HOW LYNCH LLP CAN HELP

Where to go next.

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Drafting and prosecuting patent applications →Application drafting, office-action responses, and prosecution strategy before the USPTO.Appeals and PTAB practice →Appeals, inter partes review, and patent-owner defense before the PTAB.IP portfolio strategy →How a patent portfolio is sequenced and built over a multi-year horizon.Scheduling time with an attorney →Free and paid consultation options across the firm's attorneys.
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METHODOLOGY & DISCLOSURES

Methodology. This page pools every art unit in which Examiner Boniface N Nganga has a public record within Technology Center 3700. Statistics are computed from publicly available USPTO records, refreshed on a recurring schedule. This page's data was last updated August 27, 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: 689 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.

Office actions per allowance. Mailed office actions on the merits — non-final and final — averaged over this examiner's allowed applications. A first-action allowance counts as zero and is included; a notice of allowance is not an office action. The comparison figure is built the same way as the allowance-rate benchmark — from each art unit's own average for this measure — weighted here by this examiner's allowed applications in each art unit, since that is this measure's own denominator. Each art unit's figure is the unweighted mean of its examiners' individual values, so it is the peer-typical figure rather than the art unit's own ratio.

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. Consult a registered patent practitioner about your own matter. These figures are reproduced and recombined by Lynch LLP from the USPTO's Patent File Wrapper bulk archive and Open Data Portal APIs; they are not an official USPTO publication, and the USPTO has not reviewed, endorsed, or verified them. If a page here is wrong, tell us at lynchllp.com/contact and we will correct or remove it. Full disclaimers →

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