Examiner Paul Schwarzenberg

Grant ratio: 51.6% (90th percentile in Art Unit 3695 among examiners with at least 20 applications). Average office actions per grant: 1.91. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 51.6%
Average office actions / grant 1.91
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO About average

Examiner record

Examiner ID
93306
Primary art unit
3695
Work group
3690
Technology center
3600
Applications
405
Granted applications
209
Examiner phone
(313) 446-6611
Supervisor
Charles Kyle
Supervisor phone
(571) 272-6746

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 27 30.3% 2.96
Group 163 34.3% 2.69
Tech Center 2,381 46.2% 2.12
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.02 832 office actions across 412 applications
Applications with office actions 100.0% 412 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 183 44.4%
2 OAs 123 29.9%
3 OAs 53 12.9%
4 OAs 40 9.7%
5+ OAs 13 3.2%

Each application is counted once. “5+” includes all higher counts.

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2017: 45.5% 2017 2018: 40.0% 2018 2019: 45.0% 2019 2020: 44.4% 2020 2021: 64.7% 2021 2022: 76.6% 2022 2023: 77.6% 2023 2024: 71.9% 2024 2025: 31.7% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2017331545.5%
2018301240.0%
2019401845.0%
202018844.4%
2021342264.7%
2022473676.6%
2023493877.6%
2024574171.9%
2025601931.7%
20263700.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 412 21.8% 15.8% 58.0% 1.7%
Action 2 229 30.6% 4.8% 61.1% 3.1%
Action 3 106 35.8% 0.0% 59.4% 3.8%
Action 4 53 34.0% 0.0% 62.3% 3.8%
Action 5 13 53.8% 7.7% 38.5% 0.0%
Action 6 4 25.0% 0.0% 50.0% 25.0%
Action 7 4 50.0% 0.0% 25.0% 25.0%
Action 8 2 100.0% 0.0% 0.0% 0.0%
Action 9 1 100.0% 0.0% 0.0% 0.0%
Action 10 1 100.0% 0.0% 0.0% 0.0%

Section 101 rejections

Last 3 years 43.1% 109 of 253 office actions
All years 28.5% 237 of 832 office actions
Change +14.6 pts Percentage points

Last 3 years: 2023-08-28–2026-08-28. All years includes every dated office action in the data.

By year

100.0%
0.0%
0.0%
100.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
0.0%
2019: PEG
4.1%
12.7%
44.7%
58.6%
52.3%
2024: AI examples
49.4%
2025: August memo
42.0%
38.6%

Each bar is the percentage of office actions with a §101 rejection.

PTAB appeals

Matched decisions: 9. Merits outcomes: 7 affirmed, 0 affirmed in part, and 1 reversed.

Full reversal rate
12.5% 1/8 decisions
Full or partial reversal rate
12.5% 1/8 decisions
Median appeal duration
15.2 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
May. 21, 2026 16/800,503 Affirmed §101 · §112
Apr. 14, 2026 17/369,134 Affirmed §101 · §103 · §112
Jul. 11, 2024 16/570,711 Affirmed §101
Aug. 24, 2023 16/568,806 Affirmed §101 · §103 · §112
Aug. 3, 2023 15/692,868 Affirmed §101 · §102
May. 19, 2023 15/593,008 Affirmed §101
Feb. 16, 2022 16/680,652 Granted §101
Feb. 12, 2021 14/830,810 Reversed §103
Sep. 16, 2020 15/015,404 Affirmed §102 · §103 · §112

The examiner match uses the last recorded office action before the decision. Reversal rates exclude rehearings, remands, dismissals, and other decisions that did not reach the merits. Data through Aug. 27, 2026.

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