Examiner Viswanathan Subramanian

Grant ratio: 54.9% (44th percentile in Art Unit 2834 among examiners with at least 20 applications). Average office actions per grant: 1.92. Most common rejection type: §103.

Recently active Last office action in data: August 2026
Grant ratio 54.9%
Average office actions / grant 1.92
Compared with Art unit Very hard
Compared with Work group Very hard
Compared with Technology center Very hard
Compared with USPTO Very easy

Examiner record

Examiner ID
96515
Primary art unit
2834
Work group
2830
Technology center
2800
Applications
266
Granted applications
146
Examiner phone
(571) 272-4814
Supervisor
Christopher M Koehler
Supervisor phone
(571) 272-3560

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Peer comparisons

GroupExaminersAverage grant ratioAverage office actions / grant
Art Unit 56 56.4% 1.54
Group 354 67.0% 1.58
Tech Center 2,413 62.4% 1.69
USPTO 16,475 52.7% 1.98

Office actions per application

Average office actions per application 1.71 456 office actions across 266 applications
Applications with office actions 100.0% 266 applications
Office actionsApplicationsShare of applications
No OA observed 0 0.0%
1 OA 139 52.3%
2 OAs 79 29.7%
3 OAs 37 13.9%
4 OAs 9 3.4%
5+ OAs 2 0.8%

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

Grant history

0.0% 25.0% 50.0% 75.0% 100.0% 2021: 33.3% 2021 2022: 79.5% 2022 2023: 80.4% 2023 2024: 80.4% 2024 2025: 45.2% 2025 2026: 0.0% 2026

Recent ratios may be lower while applications remain pending.

Yearly counts
YearApplicationsGrantsGrant rate
20213133.3%
2022443579.5%
2023514180.4%
2024514180.4%
2025622845.2%
20265500.0%

Rejections by office-action stage

Office-action stageActions observed§101§102§103§112
Action 1 266 0.0% 6.0% 88.3% 3.8%
Action 2 127 0.0% 4.7% 91.3% 3.1%
Action 3 48 0.0% 0.0% 95.8% 2.1%
Action 4 11 0.0% 0.0% 81.8% 18.2%
Action 5 2 0.0% 0.0% 100.0% 0.0%
Action 6 1 0.0% 0.0% 100.0% 0.0%
Action 7 1 0.0% 0.0% 100.0% 0.0%

Section 101 rejections

Last 3 years 0.0% 0 of 293 office actions
All years 0.0% 0 of 456 office actions
Change 0.0 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%
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: 1. Merits outcomes: 1 affirmed, 0 affirmed in part, and 0 reversed.

Full reversal rate
0.0% 0/1 decisions
Full or partial reversal rate
0.0% 0/1 decisions
Median appeal duration
3.9 months
New grounds of rejection
0
Recent decisions
DecisionApplicationOutcomeIssues
Jun. 25, 2026 17/261,258 Affirmed §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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