Company or institution

Ab Initio Technology LLC

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312 applicationsfiled 2007 to 2026

Allowance rate

95%

+19 pts vs the USPTO range 92% to 97%

Rejections before allowance

2.1

+0.6 vs the USPTO

Months to first action

18.0 mo

−0.6 vs the USPTO

Needed an RCE

53%

+26 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 processing296 apps

H04L Transmission of digital information5 apps

G06N Computing arrangements based on specific computational models5 apps

G06Q Data processing for administrative, commercial, financial purposes3 apps

H04M Telephonic communication1 apps

Art units

216926 apps

216324 apps

219321 apps

219117 apps

215317 apps

216715 apps

Examiners met

The examiners seen most, and how it went with each

Md I Uddin9 apps

100%

Docket Central6 apps

n/a

Kim T Nguyen6 apps

100%

Taelor Kim6 apps

100%

Tuan A Vu5 apps

100%

Muhammad U Mian5 apps

40%

Matthew J Brophy5 apps

100%

Alexandria Y Bromell5 apps

100%

Bars show the share of decided applications that were allowed.

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Who represents them

Law firms and agents on their applications

Fish & Richardson PC (AB INITIO SOFTWARE)143 apps

100%

Ab Initio Technology LLC81 apps

90%

WOLF GREENFIELD & SACKS, P.C.56 apps

89%

Young Basile20 apps

90%

FISH & RICHARDSON P.C. (BO)11 apps

100%

OCCHIUTI & ROHLICEK LLP1 apps

100%

Bars show the share of decided applications that were allowed.

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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

Application	Title	Filed	Status	Rejections	RCEs	To 1st action
19711788	MACHINE LEARNING TECHNIQUES FOR DISCOVERING KEYS IN RELATIONAL DATASETS	2026-06-17	Pending	0	0	n/a
19552943	Use of Generative Artificial Intelligence to Create Source to Target Mappings and T…	2026-02-27	Pending	0	0	n/a
19440179	AUTOMATED MODIFICATION OF COMPUTER PROGRAMS	2026-01-05	Pending	0	0	n/a
15126128	Method and apparatus for adaptive signal processing	2012-01-10	Allowed	1	0	12.0 mo
15121805	Composition and method for controlled release	2015-02-11	Abandoned	4	1	23.0 mo
15497015	Distributed ledger transaction verification	2018-03-12	Allowed	3	0	20.0 mo
15985322	Thermal management of battery assemblies	2021-04-13	Pending	2	1	17.0 mo
15150868	Machine learning model for anomaly detection	2012-05-14	Allowed	1	0	14.0 mo
15857183	Wireless power transfer coil arrangement	2015-06-15	Abandoned	4	1	25.0 mo
15253552	Catalyst for selective hydrogenation	2018-07-16	Allowed	3	0	22.0 mo

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