Examiner Rachel Kahn

Grant ratio: 24.1% (23rd percentile in Art Unit 1766 among examiners with at least 20 applications). Average office actions per grant: 2.59. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 24.1%
Average office actions / grant 2.59
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
85847
Primary art unit
1766
Work group
1760
Technology center
1700
Applications
729
Granted applications
176
Examiner phone
(571) 270-7346
Supervisor
Randy Gulakowski
Supervisor phone
(571) 272-1302

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 17 52.2% 1.81
Group 170 51.2% 2.03
Tech Center 1,792 44.3% 2.14
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.76 2,010 office actions across 729 applications
Applications with office actions 99.5% 725 applications
Office actionsApplicationsShare of applications
No OA observed 4 0.5%
1 OA 208 28.5%
2 OAs 222 30.5%
3 OAs 91 12.5%
4 OAs 98 13.4%
5+ OAs 106 14.5%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 0.0% 2008 2009: 30.8% 2009 2010: 35.0% 2010 2011: 13.6% 2011 2012: 19.4% 2012 2013: 29.3% 2013 2014: 18.8% 2014 2015: 27.8% 2015 2016: 18.4% 2016 2017: 45.5% 2017 2018: 55.0% 2018 2019: 31.0% 2019 2020: 25.0% 2020 2021: 41.7% 2021 2022: 18.6% 2022 2023: 16.7% 2023 2024: 26.8% 2024 2025: 13.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
2008200.0%
2009391230.8%
2010401435.0%
201144613.6%
201231619.4%
2013411229.3%
201448918.8%
2015361027.8%
201638718.4%
2017442045.5%
2018201155.0%
2019421331.0%
202036925.0%
2021361541.7%
202243818.6%
202336616.7%
2024411126.8%
202554713.0%
20265800.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 725 0.1% 11.0% 63.3% 5.4%
Action 2 517 0.2% 9.9% 74.7% 13.5%
Action 3 295 0.7% 9.2% 73.2% 12.5%
Action 4 204 0.0% 6.9% 76.0% 14.2%
Action 5 106 0.0% 4.7% 84.9% 10.4%
Action 6 75 0.0% 2.7% 73.3% 22.7%
Action 7 43 0.0% 2.3% 79.1% 18.6%
Action 8 24 0.0% 0.0% 75.0% 25.0%
Action 9 11 0.0% 9.1% 72.7% 18.2%
Action 10 5 0.0% 0.0% 60.0% 40.0%

Section 101 rejections

Last 3 years 0.6% 2 of 337 office actions
All years 0.2% 4 of 2,010 office actions
Change +0.4 pts Percentage points

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

By year

0.0%
0.0%
0.0%
0.0%
0.0%
0.0%
2014: Alice
0.7%
0.8%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
1.0%
2025: August memo
0.8%
0.0%

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

PTAB appeals

Matched decisions: 24. Merits outcomes: 17 affirmed, 1 affirmed in part, and 5 reversed.

Full reversal rate
21.7% 5/23 decisions
Full or partial reversal rate
26.1% 6/23 decisions
Median appeal duration
14.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jul. 27, 2026 16/909,475 Rehearing Decision – Denied N/A
Jun. 30, 2025 16/493,102 Affirmed §103
Mar. 13, 2025 15/718,069 Affirmed §103 · §112
Feb. 18, 2025 15/572,536 Reversed §103
Aug. 12, 2022 15/370,499 Affirmed §103 · §112
Jun. 2, 2022 14/759,327 Affirmed §103
Nov. 30, 2021 14/394,846 Affirmed §103
Jul. 31, 2019 13/268,228 Affirmed in part §103
Jun. 12, 2019 14/432,349 Reversed N/A
Feb. 27, 2019 14/490,750 Affirmed §103
Jun. 29, 2018 13/321,998 Affirmed §103
Apr. 12, 2018 12/473,546 Affirmed §103

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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