Examiner Dominic Lazaro

Grant ratio: 54.6% (98th percentile in Art Unit 1611 among examiners with at least 20 applications). Average office actions per grant: 2.38. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 54.6%
Average office actions / grant 2.38
Compared with Art unit Very easy
Compared with Work group Very easy
Compared with Technology center About average
Compared with USPTO About average

Examiner record

Examiner ID
88970
Primary art unit
1611
Work group
1610
Technology center
1600
Applications
691
Granted applications
377
Examiner phone
(571) 272-2845
Supervisor
Sharmila Landau
Supervisor phone
(571) 272-0614

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 28 23.1% 2.51
Group 217 31.1% 2.42
Tech Center 1,373 38.0% 2.02
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.30 1,586 office actions across 691 applications
Applications with office actions 96.2% 665 applications
Office actionsApplicationsShare of applications
No OA observed 26 3.8%
1 OA 265 38.4%
2 OAs 185 26.8%
3 OAs 76 11.0%
4 OAs 74 10.7%
5+ OAs 65 9.4%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2010: 100.0% 2010 2012: 0.0% 2012 2013: 25.0% 2013 2014: 45.7% 2014 2015: 45.0% 2015 2016: 30.0% 2016 2017: 47.5% 2017 2018: 50.0% 2018 2019: 70.0% 2019 2020: 75.0% 2020 2021: 78.2% 2021 2022: 86.3% 2022 2023: 78.1% 2023 2024: 76.5% 2024 2025: 29.8% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
201011100.0%
2012800.0%
201332825.0%
2014462145.7%
2015401845.0%
2016401230.0%
2017401947.5%
2018502550.0%
2019503570.0%
2020644875.0%
2021554378.2%
2022514486.3%
2023645078.1%
2024513976.5%
2025471429.8%
20265200.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 665 0.8% 9.6% 48.6% 6.2%
Action 2 400 0.0% 6.3% 65.8% 5.3%
Action 3 215 0.0% 3.3% 65.6% 5.6%
Action 4 139 0.0% 1.4% 76.3% 3.6%
Action 5 65 1.5% 9.2% 66.2% 6.2%
Action 6 46 2.2% 2.2% 78.3% 4.3%
Action 7 25 0.0% 4.0% 68.0% 4.0%
Action 8 19 0.0% 10.5% 73.7% 5.3%
Action 9 7 0.0% 14.3% 57.1% 28.6%
Action 10 2 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 242 office actions
All years 0.4% 7 of 1,586 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
0.0%
0.0%
0.9%
1.7%
0.0%
2019: PEG
0.0%
0.0%
0.0%
1.4%
3.8%
2024: AI examples
0.0%
2025: August memo
0.0%
0.0%

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

PTAB appeals

Matched decisions: 19. Merits outcomes: 10 affirmed, 3 affirmed in part, and 6 reversed.

Full reversal rate
31.6% 6/19 decisions
Full or partial reversal rate
47.4% 9/19 decisions
Median appeal duration
16.1 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Feb. 22, 2023 14/770,901 Reversed New ground of rejection §103
May. 21, 2021 14/898,810 Affirmed §103
Dec. 15, 2020 14/858,181 Affirmed §103
Nov. 18, 2020 14/432,011 Affirmed §103
Jun. 25, 2020 14/881,714 Reversed §103
Apr. 27, 2020 15/027,910 Affirmed §103
Mar. 25, 2020 14/777,461 Affirmed §103
Mar. 6, 2020 14/980,371 Affirmed in part §103
Mar. 6, 2020 13/582,177 Reversed §103
Dec. 19, 2018 13/833,581 Affirmed §102 · §103
Sep. 18, 2018 15/002,274 Affirmed §103
Feb. 23, 2018 13/738,001 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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