Examiner Nirav K. Khakhar

Grant ratio: 76.5% (75th percentile in Art Unit 2167 among examiners with at least 20 applications). Average office actions per grant: 2.15. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 76.5%
Average office actions / grant 2.15
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center Very easy
Compared with USPTO About average

Examiner record

Examiner ID
82221
Primary art unit
2167
Work group
2160
Technology center
2100
Applications
447
Granted applications
342
Examiner phone
(571) 270-1004
Supervisor
Tony Mahmoudi
Supervisor phone
(571) 272-4078

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 20 63.0% 2.40
Group 196 60.2% 2.52
Tech Center 1,781 52.8% 2.19
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.32 1,037 office actions across 447 applications
Applications with office actions 99.8% 446 applications
Office actionsApplicationsShare of applications
No OA observed 1 0.2%
1 OA 160 35.8%
2 OAs 147 32.9%
3 OAs 57 12.8%
4 OAs 43 9.6%
5+ OAs 39 8.7%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 43.8% 2008 2009: 54.5% 2009 2010: 60.0% 2010 2011: 60.9% 2011 2012: 85.3% 2012 2013: 83.3% 2013 2014: 75.0% 2014 2015: 69.0% 2015 2016: 56.3% 2016 2017: 57.9% 2017 2018: 83.7% 2018 2019: 85.2% 2019 2020: 95.8% 2020 2021: 91.4% 2021 2022: 87.5% 2022 2023: 95.5% 2023 2024: 88.0% 2024 2025: 63.0% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
200816743.8%
2009221254.5%
201015960.0%
2011231460.9%
2012342985.3%
2013302583.3%
20148675.0%
2015292069.0%
201616956.3%
2017191157.9%
2018494183.7%
2019272385.2%
2020242395.8%
2021353291.4%
2022242187.5%
2023222195.5%
2024252288.0%
2025271763.0%
2026200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 446 3.6% 29.6% 59.0% 0.4%
Action 2 286 14.0% 20.3% 62.6% 0.3%
Action 3 139 18.7% 10.1% 69.1% 1.4%
Action 4 82 22.0% 9.8% 67.1% 0.0%
Action 5 39 23.1% 7.7% 69.2% 0.0%
Action 6 22 18.2% 18.2% 63.6% 0.0%
Action 7 12 0.0% 16.7% 75.0% 8.3%
Action 8 7 28.6% 14.3% 57.1% 0.0%
Action 9 2 0.0% 50.0% 50.0% 0.0%
Action 10 2 50.0% 0.0% 50.0% 0.0%

Section 101 rejections

Last 3 years 22.1% 21 of 95 office actions
All years 11.2% 116 of 1,037 office actions
Change +10.9 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%
1.7%
0.0%
1.5%
0.0%
0.0%
2014: Alice
3.3%
3.5%
1.7%
28.3%
48.8%
2019: PEG
13.5%
1.9%
8.5%
5.1%
20.6%
2024: AI examples
21.2%
2025: August memo
25.7%
0.0%

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

PTAB appeals

Matched decisions: 12. Merits outcomes: 7 affirmed, 0 affirmed in part, and 5 reversed.

Full reversal rate
41.7% 5/12 decisions
Full or partial reversal rate
41.7% 5/12 decisions
Median appeal duration
28.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 26, 2026 18/581,642 Affirmed §101
May. 26, 2023 16/084,800 Affirmed §103
Oct. 16, 2018 12/024,169 Reversed §103
Oct. 31, 2017 11/798,727 Affirmed §101 · §103
Oct. 30, 2015 12/336,781 Reversed N/A
Mar. 10, 2015 10/888,772 Affirmed N/A
Nov. 17, 2014 12/330,634 Affirmed §102
Feb. 5, 2014 11/513,846 Reversed §103
Jan. 29, 2014 11/319,672 Affirmed N/A
Jan. 28, 2014 10/914,481 Reversed §103
Nov. 19, 2013 11/312,174 Affirmed §103
May. 18, 2012 10/952,512 Reversed 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 Aug. 27, 2026.

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