Examiner Amanda Willis

Grant ratio: 30.4% (17th percentile in Art Unit 2158 among examiners with at least 20 applications). Average office actions per grant: 3.68. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 30.4%
Average office actions / grant 3.68
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
86364
Primary art unit
2158
Work group
2150
Technology center
2100
Applications
381
Granted applications
116
Examiner phone
(571) 270-7691
Supervisor
Ajay Bhatia
Supervisor phone
(571) 272-3906

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 16 49.9% 3.10
Group 119 59.3% 2.64
Tech Center 1,781 52.8% 2.19
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 3.96 1,507 office actions across 381 applications
Applications with office actions 97.6% 372 applications
Office actionsApplicationsShare of applications
No OA observed 9 2.4%
1 OA 71 18.6%
2 OAs 71 18.6%
3 OAs 34 8.9%
4 OAs 62 16.3%
5+ OAs 134 35.2%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2009: 34.6% 2009 2010: 44.4% 2010 2011: 41.2% 2011 2012: 33.3% 2012 2013: 66.7% 2013 2014: 33.3% 2014 2015: 27.8% 2015 2016: 41.7% 2016 2017: 25.0% 2017 2018: 44.8% 2018 2019: 45.8% 2019 2020: 7.7% 2020 2021: 34.6% 2021 2022: 33.3% 2022 2023: 23.5% 2023 2024: 35.3% 2024 2025: 7.1% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200926934.6%
20109444.4%
201117741.2%
201215533.3%
2013151066.7%
201418633.3%
201518527.8%
2016241041.7%
201728725.0%
2018291344.8%
2019241145.8%
20202627.7%
202126934.6%
202218633.3%
202317423.5%
202417635.3%
20252827.1%
20262600.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 372 1.1% 12.4% 75.8% 1.6%
Action 2 301 2.3% 8.3% 82.1% 1.3%
Action 3 230 1.3% 4.3% 88.3% 0.4%
Action 4 196 2.0% 2.6% 91.3% 0.0%
Action 5 134 2.2% 0.0% 93.3% 1.5%
Action 6 112 1.8% 0.9% 92.0% 1.8%
Action 7 55 0.0% 1.8% 96.4% 0.0%
Action 8 40 0.0% 0.0% 100.0% 0.0%
Action 9 25 0.0% 0.0% 96.0% 4.0%
Action 10 16 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.6% 1 of 174 office actions
All years 1.6% 24 of 1,507 office actions
Change -1.0 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%
4.3%
0.0%
0.0%
2014: Alice
0.0%
0.0%
0.0%
2.9%
5.9%
2019: PEG
1.0%
3.7%
6.7%
0.0%
0.0%
2024: AI examples
0.0%
2025: August memo
1.5%
0.0%

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

PTAB appeals

Matched decisions: 35. Merits outcomes: 22 affirmed, 2 affirmed in part, and 11 reversed.

Full reversal rate
31.4% 11/35 decisions
Full or partial reversal rate
37.1% 13/35 decisions
Median appeal duration
12.6 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Apr. 20, 2026 17/527,001 Reversed §103
Nov. 20, 2025 16/370,307 Affirmed §101 · §103
Mar. 17, 2025 15/133,090 Affirmed §103
Jun. 5, 2024 16/373,103 Affirmed §103 · §112
Sep. 25, 2023 16/370,174 Reversed §103
Sep. 22, 2023 16/286,164 Affirmed §103 · §112
Aug. 28, 2023 16/111,587 Reversed §103
Mar. 27, 2023 15/681,043 Affirmed §101 · §102
Mar. 27, 2023 15/804,092 Affirmed §101 · §102
Mar. 6, 2023 14/592,239 Affirmed §103 · §112 · §120
Oct. 3, 2022 16/104,004 Affirmed §101
Dec. 29, 2021 14/292,662 Affirmed §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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