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81 applicationsfiled 2009 to 2025

Allowance rate
81%
+6 pts vs the USPTO range 68% to 90%
Rejections before allowance
1.9
+0.3 vs the USPTO
Months to first action
19.2 mo
+0.6 vs the USPTO
Needed an RCE
62%
+35 pts vs the USPTO

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 the charts that can be recomputed by filing year follow the span you pick.

Compared with the office

Against every applicant before the USPTO

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Trend

Allowance by filing year

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Domains

Where the applications fall

CPC subclasses

G06Q Data processing for administrative, commercial, financial purposes40 apps
G06N Computing arrangements based on specific computational models22 apps
G06F Electric digital data processing14 apps
G06V Image or video recognition2 apps
H04L Transmission of digital information2 apps
G10L Speech analysis, synthesis, recognition1 apps

Art units

369111 apps
36935 apps
36944 apps
36964 apps
21293 apps
36983 apps

Rejection fingerprint

What gets rejected, by statute

Share of parsed office actions raising each ground; blue is the USPTO.

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What works

Allowance by strategy used

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Interviews

Does an interview help?

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Applications

Every application in the record

ApplicationTitleFiledStatusRejectionsRCEsTo 1st action
19084125STACKING OF HETEROGENEOUS MACHINE LEARNING MODELS FOR DETECTION OF FRAUDULENT TRANS…2025-03-19Pending2011.5 mo
19071812COMPUTERIZED-SYSTEMS AND COMPUTERIZED-METHODS FOR LARGE LANGUAGE MODEL DRIVEN GUIDA…2025-03-06Pending00n/a
19037734TRANSACTION VERIFICATION SCRIPT GENERATION SYSTEM AND METHODS2025-01-27Pending208.6 mo
15382951Method and apparatus for adaptive signal processing2012-01-10Allowed1012.0 mo
15971891Composition and method for controlled release2015-02-11Abandoned4123.0 mo
15883925Distributed ledger transaction verification2018-03-12Allowed3020.0 mo
15444328Thermal management of battery assemblies2021-04-13Pending2117.0 mo
15535391Machine learning model for anomaly detection2012-05-14Allowed1014.0 mo
15263539Wireless power transfer coil arrangement2015-06-15Abandoned4125.0 mo
15450399Catalyst for selective hydrogenation2018-07-16Allowed3022.0 mo
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