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Art unit

Art unit 2166

Tech center 210034 examiners8,227 applicationsMostly G06F, G06Q, H04L, G06N

3-year grant rate
69%
−6 pts vs tech center 2100 allowed within 3 years of the first action
Allowance rate
77%
−3 pts vs tech center 2100 range 76% to 78%
Rejections before allowance
2.2
+0.4 vs tech center 2100
Months to first action
19.8 mo
−0.8 vs tech center 2100

In plain words

With Art unit 2166, 69% of applications were allowed within three years of the first office action, against 75% for tech center 2100. The first action takes 19.8 months on average.

Examiner difficulty

How examiners in this art unit compare

The spread of examiners on each measure. Click a bar to see who is in it.

Timeline

Applications by filing year: drag across the years to study a period

Allowed in green, abandoned in red, pending in grey. The figures above and every chart that can be recomputed by filing year follow the span you pick; the rest are marked all years.

Ask the record

Questions practitioners ask, answered from 8,227 applications

Grant rate from the first action

Share allowed, by months after the first office action

The gold line is this record and the blue line is tech center 2100. The marker is the three-year grant rate.

Outcome simulator

Where you are, what you do next, and the odds that follow

A model of this record’s own transitions: each examiner action, the response to it, and what came next. Thin data borrows from tech center 2100.

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Prosecution paths

How prosecution actually unfolds

Every application’s sequence of examiner actions, from the first action to the outcome. Hover a band for the count.

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Compared with peers

Against the art unit, the tech center and the USPTO

The same figures for this record, tech center 2100, the tech center and the whole office.

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Allowance over time

How fast applications are allowed, or abandoned

Share allowed (gold) and abandoned (red) by month since filing, with pending cases counted only while they are pending.

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Rejection fingerprint

What gets rejected, by statute

Share of office actions raising each ground; blue is tech center 2100.

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What works

Allowance by strategy used

Allowance rate among decided cases where each move was used at least once, against tech center 2100.

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Interviews

Does an interview help?

Allowance with and without an examiner interview, and how often interviews happen.

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Odds by round

Chance the next action is an allowance

After the first, second and later rejections.

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Response clock

Days from a response to the next action

How long the examiner takes to act once you have answered.

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Quarter-end timing

When allowances land in the fiscal quarter

Allowances by week of the USPTO fiscal quarter. An even spread would put 15% in the last two weeks.

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Appeals

What happens on appeal

Appeals filed, briefs, examiner’s answers, and how the Board decided.

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Trend

Allowance rate by filing year

Is it getting easier or harder? Gold is this record, blue is tech center 2100.

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Who files here

Assignees and firms with the most applications

How often each one was allowed with this unit.

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Landscape

Examiners across tech center 2100

Each dot is an examiner: allowance rate across, rejections before allowance down, size by caseload. Click one to open it.

Examiners

Every examiner in the unit, ranked by difficulty

ExaminerApplicationsAllowance rateDifficulty
Joseph D Wong10%P100
Brooks T Hale14356%P93 Harder than peers
Tony Wu27557%P86 Harder than peers
Navneet K Gmahl35759%P83 Harder than peers
Reza Hosseini8357%P83 Harder than peers
Ann J Lo20650%P76 Harder than peers
Ranjit P Doraiswamy21867%P76 Harder than peers
Shew Fen Lin34564%P72 Typical for peers
Faezeh Forouharnejad13868%P67 Typical for peers
Bruce A Witzenburg10049%P66 Typical for peers
Sangwoo Ahn24271%P51 Typical for peers
Syling Yen79977%P49 Typical for peers
Samuel Sharpless17683%P43 Typical for peers
Eliyah Stone Harper88280%P41 Typical for peers
Khanh B Pham83576%P40 Typical for peers
Kweku William Halm32180%P33 Typical for peers
Jieying Tang8673%P29 Typical for peers
Van Hong Oberly63779%P26 Typical for peers
Diedra M McQuitery49079%P18 Easier than peers
Mohammad Azam Sana83291%P7 Easier than peers
Cheryl Renea Lewis1,15896%P2 Easier than peers