Patent AnalyticsExaminers
Rankings

Law firm or agent

Fish & Richardson PC (AB INITIO SOFTWARE)

153 applicationsfiled 2008 to 2026

Allowance rate
100%
+25 pts vs the USPTO range 97% to 100%
Rejections before allowance
2.7
+1.1 vs the USPTO
Months to first action
17.5 mo
−1.1 vs the USPTO
Needed an RCE
60%
+33 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

G06F Electric digital data processing148 apps
G06N Computing arrangements based on specific computational models2 apps
G06Q Data processing for administrative, commercial, financial purposes1 apps
H04M Telephonic communication1 apps
G06T Image data processing or generation1 apps

Art units

219317 apps
216913 apps
216310 apps
215310 apps
21679 apps
21619 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
19552943Use of Generative Artificial Intelligence to Create Source to Target Mappings and T…2026-02-27Pending00n/a
19440179AUTOMATED MODIFICATION OF COMPUTER PROGRAMS2026-01-05Pending00n/a
19314968GENERATING, ACCESSING, AND DISPLAYING LINEAGE METADATA2025-08-29Pending1012.6 mo
15948827Method and apparatus for adaptive signal processing2012-01-10Allowed1012.0 mo
15146868Composition and method for controlled release2015-02-11Abandoned4123.0 mo
15499689Distributed ledger transaction verification2018-03-12Allowed3020.0 mo
15943034Thermal management of battery assemblies2021-04-13Pending2117.0 mo
15978035Machine learning model for anomaly detection2012-05-14Allowed1014.0 mo
15132008Wireless power transfer coil arrangement2015-06-15Abandoned4125.0 mo
15335520Catalyst for selective hydrogenation2018-07-16Allowed3022.0 mo
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