Examiner Brianne E Kalach

Grant ratio: 37.5% (50th percentile in Art Unit 3776 among examiners with at least 20 applications). Average office actions per grant: 2.79. Most common rejection type: §103.

Appears inactive Last office action in data: October 2024
Grant ratio 37.5%
Average office actions / grant 2.79
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
85482
Primary art unit
3776
Work group
3770
Technology center
3700
Applications
870
Granted applications
326

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 10 42.5% 2.02
Group 269 49.0% 2.08
Tech Center 2,671 48.4% 2.01
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 2.41 2,155 office actions across 893 applications
Applications with office actions 100.0% 893 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 338 37.8%
2 OAs 270 30.2%
3 OAs 99 11.1%
4 OAs 82 9.2%
5+ OAs 104 11.6%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2008: 25.0% 2008 2009: 13.7% 2009 2010: 27.5% 2010 2011: 44.9% 2011 2012: 29.3% 2012 2013: 35.6% 2013 2014: 27.6% 2014 2015: 42.1% 2015 2016: 46.9% 2016 2017: 30.0% 2017 2018: 36.5% 2018 2019: 29.7% 2019 2020: 39.5% 2020 2021: 51.1% 2021 2022: 41.7% 2022 2023: 48.0% 2023 2024: 54.8% 2024

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20084125.0%
200951713.7%
2010511427.5%
2011783544.9%
2012581729.3%
2013592135.6%
201429827.6%
2015572442.1%
2016492346.9%
2017501530.0%
2018521936.5%
2019641929.7%
2020813239.5%
2021472451.1%
2022482041.7%
2023502448.0%
2024422354.8%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 893 0.7% 6.8% 86.8% 1.1%
Action 2 555 0.5% 6.3% 86.3% 2.5%
Action 3 285 0.7% 3.5% 90.2% 0.7%
Action 4 186 0.0% 3.2% 88.7% 5.4%
Action 5 104 0.0% 1.9% 91.3% 3.8%
Action 6 68 0.0% 1.5% 98.5% 0.0%
Action 7 31 0.0% 0.0% 96.8% 3.2%
Action 8 14 0.0% 0.0% 100.0% 0.0%
Action 9 9 0.0% 0.0% 100.0% 0.0%
Action 10 4 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 143 office actions
All years 0.5% 11 of 2,155 office actions
Change -0.5 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%
0.8%
0.0%
0.0%
0.6%
2014: Alice
2.6%
0.0%
0.6%
0.7%
0.0%
2019: PEG
1.7%
1.3%
0.0%
0.0%
0.0%
2024: AI examples
0.0%

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

PTAB appeals

Matched decisions: 13. Merits outcomes: 6 affirmed, 1 affirmed in part, and 6 reversed.

Full reversal rate
46.2% 6/13 decisions
Full or partial reversal rate
53.8% 7/13 decisions
Median appeal duration
14.2 months
New grounds of rejection
1
Recent decisions
DecisionApplicationOutcomeIssues
Aug. 27, 2025 16/396,858 Affirmed §103 · §112
Jun. 4, 2025 16/390,056 Affirmed §103 · §112
Sep. 22, 2021 14/368,185 Reversed §103
Jun. 1, 2021 15/130,774 Reversed §103
Apr. 26, 2021 11/708,742 Affirmed §103 · §112
Apr. 22, 2020 14/564,310 Affirmed §103 · §112
Dec. 4, 2018 12/590,840 Affirmed §103
Oct. 2, 2018 12/532,934 Reversed §112
Jan. 12, 2018 14/807,361 Reversed §103
Dec. 13, 2017 11/811,046 Affirmed §103
Jun. 30, 2015 11/861,981 Affirmed in part N/A
Jan. 26, 2015 11/819,098 Reversed New ground of rejection 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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