Examiner Muhammad Ijaz

Grant ratio: 69.2% (82nd percentile in Art Unit 3631 among examiners with at least 20 applications). Average office actions per grant: 1.71. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 69.2%
Average office actions / grant 1.71
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO Very easy

Examiner record

Examiner ID
89073
Primary art unit
3631
Work group
3630
Technology center
3600
Applications
1,082
Granted applications
749
Examiner phone
(571) 272-6280
Supervisor
Jonathan Liu
Supervisor phone
(571) 272-8227

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 16 50.2% 1.89
Group 182 51.6% 1.79
Tech Center 2,381 46.2% 2.12
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.71 1,845 office actions across 1,082 applications
Applications with office actions 100.0% 1,082 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 651 60.2%
2 OAs 259 23.9%
3 OAs 87 8.0%
4 OAs 48 4.4%
5+ OAs 37 3.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2012: 38.5% 2012 2013: 30.4% 2013 2014: 27.5% 2014 2015: 40.0% 2015 2016: 68.4% 2016 2017: 73.3% 2017 2018: 83.8% 2018 2019: 83.0% 2019 2020: 87.4% 2020 2021: 88.0% 2021 2022: 85.2% 2022 2023: 88.7% 2023 2024: 81.7% 2024 2025: 50.8% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201213538.5%
2013461430.4%
2014511427.5%
2015502040.0%
2016795468.4%
2017755573.3%
2018998383.8%
2019887383.0%
20201119787.4%
20211008888.0%
20221089285.2%
2023716388.7%
2024715881.7%
2025653350.8%
20265500.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 1,082 0.2% 10.4% 53.5% 35.5%
Action 2 431 0.0% 12.3% 67.7% 19.7%
Action 3 172 0.0% 6.4% 76.2% 17.4%
Action 4 85 0.0% 3.5% 82.4% 15.3%
Action 5 37 0.0% 5.4% 81.1% 13.5%
Action 6 20 0.0% 5.0% 80.0% 10.0%
Action 7 12 0.0% 8.3% 75.0% 16.7%
Action 8 3 0.0% 0.0% 100.0% 0.0%
Action 9 2 0.0% 0.0% 100.0% 0.0%
Action 10 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.3% 1 of 309 office actions
All years 0.1% 2 of 1,845 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%
2014: Alice
0.0%
0.0%
0.0%
0.0%
0.0%
2019: PEG
0.0%
0.0%
0.0%
0.8%
0.0%
2024: AI examples
0.0%
2025: August memo
0.0%
1.6%

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

PTAB appeals

Matched decisions: 5. Merits outcomes: 1 affirmed, 2 affirmed in part, and 2 reversed.

Full reversal rate
40.0% 2/5 decisions
Full or partial reversal rate
80.0% 4/5 decisions
Median appeal duration
9.4 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Nov. 30, 2018 12/732,120 Affirmed in part §102 · §103 · §112
Sep. 6, 2017 13/768,616 Affirmed in part §103 · §112
May. 31, 2017 13/374,305 Affirmed §103 · §112
May. 24, 2017 13/334,552 Reversed §102 · §103
Jul. 29, 2016 13/329,603 Reversed §102 · §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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