Examiner Madhuri Herzog

Grant ratio: 71.6% (43rd percentile in Art Unit 2438 among examiners with at least 20 applications). Average office actions per grant: 2.20. Most common rejection type: §103.

Recently active Last office action in data: October 2026
Grant ratio 71.6%
Average office actions / grant 2.20
Compared with Art unit About average
Compared with Work group About average
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
86633
Primary art unit
2438
Work group
2430
Technology center
2400
Applications
712
Granted applications
510
Examiner phone
(571) 270-3359
Supervisor
Taghi Arani
Supervisor phone
(571) 272-3787

Save this analysis

Download this examiner report.

Log in / Sign Up to export

Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 25 64.2% 1.88
Group 234 61.1% 1.99
Tech Center 1,771 57.4% 2.14
USPTO 16,620 51.8% 1.98

Office actions per application

Average office actions per application 2.24 1,598 office actions across 712 applications
Applications with office actions 99.3% 707 applications
Office actionsApplicationsShare of applications
No OA observed 5 0.7%
1 OA 288 40.4%
2 OAs 176 24.7%
3 OAs 112 15.7%
4 OAs 78 11.0%
5+ OAs 53 7.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2009: 41.7% 2009 2010: 68.8% 2010 2011: 62.2% 2011 2012: 76.1% 2012 2013: 81.5% 2013 2014: 86.7% 2014 2015: 84.9% 2015 2016: 80.0% 2016 2017: 84.8% 2017 2018: 80.0% 2018 2019: 69.8% 2019 2020: 82.2% 2020 2021: 73.0% 2021 2022: 88.6% 2022 2023: 81.6% 2023 2024: 89.7% 2024 2025: 36.6% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200912541.7%
2010322268.8%
2011372362.2%
2012463576.1%
2013544481.5%
2014453986.7%
2015534584.9%
2016352880.0%
2017463984.8%
2018302480.0%
2019433069.8%
2020453782.2%
2021372773.0%
2022353188.6%
2023494081.6%
2024292689.7%
2025411536.6%
20264300.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 707 1.3% 4.0% 85.3% 5.8%
Action 2 419 0.5% 1.2% 95.0% 2.1%
Action 3 243 0.0% 0.8% 98.4% 0.4%
Action 4 131 0.0% 0.8% 98.5% 0.0%
Action 5 53 0.0% 0.0% 98.1% 1.9%
Action 6 23 0.0% 0.0% 100.0% 0.0%
Action 7 14 0.0% 0.0% 100.0% 0.0%
Action 8 4 0.0% 0.0% 100.0% 0.0%
Action 9 2 0.0% 0.0% 100.0% 0.0%
Action 10 2 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 1.2% 3 of 245 office actions
All years 0.7% 11 of 1,598 office actions
Change +0.5 pts Percentage points

Last 3 years: 2023-10-23–2026-10-23. All years includes every dated office action in the data.

By year

0.0%
0.0%
0.0%
0.9%
1.0%
2014: Alice
2.9%
1.3%
0.0%
0.0%
1.2%
2019: PEG
0.0%
1.2%
0.0%
0.0%
1.1%
2024: AI examples
1.2%
2025: August memo
0.0%
3.8%

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

PTAB appeals

Matched decisions: 14. Merits outcomes: 9 affirmed, 1 affirmed in part, and 4 reversed.

Full reversal rate
28.6% 4/14 decisions
Full or partial reversal rate
35.7% 5/14 decisions
Median appeal duration
17.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Feb. 5, 2025 17/315,412 Affirmed §103
Feb. 12, 2024 17/032,624 Affirmed §102 · §103
Jun. 6, 2022 15/753,720 Affirmed N/A
Sep. 16, 2021 15/057,490 Reversed §103
Sep. 10, 2021 16/019,847 Affirmed §103
Jun. 17, 2021 14/971,192 Affirmed §101 · §103
Apr. 21, 2017 13/728,546 Affirmed §103
Apr. 18, 2016 13/680,391 Affirmed §102 · §103
Nov. 9, 2015 12/722,788 Affirmed N/A
Jul. 24, 2015 12/529,796 Reversed N/A
May. 19, 2015 11/743,533 Reversed §103
Mar. 27, 2015 11/526,386 Affirmed N/A

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 Oct. 30, 2026.

Job History

These are temporarily preserved for your convenience, but expire quickly for your security. We never save substantive inputs, pasted text, and/or uploaded files.

Jobs will appear here.