Examiner Fernando Ayala

Grant ratio: 46.1% (52nd percentile in Art Unit 3724 among examiners with at least 20 applications). Average office actions per grant: 3.10. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 46.1%
Average office actions / grant 3.10
Compared with Art unit About average
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very hard

Examiner record

Examiner ID
88452
Primary art unit
3724
Work group
3720
Technology center
3700
Applications
540
Granted applications
249
Examiner phone
(571) 270-5336

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 31 41.3% 2.15
Group 314 51.5% 1.76
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.84 1,534 office actions across 540 applications
Applications with office actions 99.8% 539 applications
Office actionsApplicationsShare of applications
No OA observed 1 0.2%
1 OA 172 31.9%
2 OAs 146 27.0%
3 OAs 70 13.0%
4 OAs 56 10.4%
5+ OAs 95 17.6%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2012: 29.4% 2012 2013: 24.1% 2013 2014: 40.0% 2014 2015: 36.0% 2015 2016: 60.0% 2016 2017: 58.3% 2017 2018: 65.9% 2018 2019: 54.2% 2019 2020: 59.5% 2020 2021: 72.1% 2021 2022: 63.2% 2022 2023: 40.7% 2023 2024: 51.4% 2024 2025: 34.2% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201217529.4%
201329724.1%
2014301240.0%
201525936.0%
2016301860.0%
2017362158.3%
2018442965.9%
2019482654.2%
2020422559.5%
2021433172.1%
2022382463.2%
2023271140.7%
2024351851.4%
2025381334.2%
20265800.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 539 0.0% 8.2% 85.3% 4.6%
Action 2 367 0.0% 22.9% 62.4% 13.4%
Action 3 221 0.0% 16.7% 69.7% 11.3%
Action 4 151 0.0% 21.9% 68.2% 9.3%
Action 5 95 0.0% 15.8% 80.0% 4.2%
Action 6 64 0.0% 14.1% 76.6% 7.8%
Action 7 39 2.6% 10.3% 76.9% 7.7%
Action 8 23 0.0% 8.7% 69.6% 17.4%
Action 9 17 0.0% 5.9% 64.7% 23.5%
Action 10 8 0.0% 0.0% 75.0% 12.5%

Section 101 rejections

Last 3 years 0.3% 1 of 334 office actions
All years 0.1% 1 of 1,534 office actions
Change +0.2 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
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.0%
0.0%
2024: AI examples
0.0%
2025: August memo
0.9%
0.0%

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

PTAB appeals

Matched decisions: 7. Merits outcomes: 4 affirmed, 1 affirmed in part, and 2 reversed.

Full reversal rate
28.6% 2/7 decisions
Full or partial reversal rate
42.9% 3/7 decisions
Median appeal duration
14.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 23, 2026 16/483,229 Reversed §103
Jun. 8, 2022 16/547,170 Affirmed §103
Jun. 12, 2019 14/183,992 Reversed N/A
Jan. 10, 2019 13/017,248 Affirmed §103
Mar. 28, 2018 13/100,262 Affirmed §102 · §103
Jun. 16, 2017 12/872,337 Affirmed in part §103
Mar. 30, 2016 12/343,541 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.

Job History

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