Law firm or agent

Keller Preece PLLC / Recursion

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70 applicationsfiled 2015 to 2026

Allowance rate

91%

+16 pts vs the USPTO range 76% to 97%

Rejections before allowance

1.4

−0.2 vs the USPTO

Months to first action

19.1 mo

+0.5 vs the USPTO

Needed an RCE

40%

+13 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

G16B Bioinformatics25 apps

G16C 13 apps

G06V Image or video recognition10 apps

G06F Electric digital data processing7 apps

G06N Computing arrangements based on specific computational models6 apps

A01K 2 apps

Art units

OPAP22 apps

16875 apps

26635 apps

16853 apps

16863 apps

26332 apps

Examiners met

The examiners seen most, and how it went with each

Docket Central22 apps

n/a

Leon Viet Q Nguyen4 apps

100%

Nathan Andrew Bowers2 apps

50%

Russell Scott Negin2 apps

100%

Soo Jin Park2 apps

100%

Fabricio R Murillo Garcia2 apps

100%

Baoquoc N To2 apps

100%

Constantine B Siozopoulos1 apps

n/a

Bars show the share of decided applications that were allowed.

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Who they file for

Clients with the most applications

Recursion Pharmaceuticals, Inc.66 apps

90%

Vium Inc.3 apps

100%

University of Dundee1 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
19571048	GENERATING BINDING FREE ENERGY UTILIZING INTELLIGENT RESTRAINTS AND LAMBDA STEPS FO…	2026-03-18	Pending	0	0	n/a
19539879	GENERATING DIVERSE AND NOVEL MOLECULAR STRUCTURES USING A GENERATIVE STOCHASTIC NET…	2026-02-13	Pending	0	0	n/a
19436903	UTILIZING MOLECULAR DYNAMICS SIMULATION MODELS TO DETERMINE BINDING FREE ENERGY MET…	2025-12-30	Pending	2	0	2.9 mo
15115671	Method and apparatus for adaptive signal processing	2012-01-10	Allowed	1	0	12.0 mo
15439871	Composition and method for controlled release	2015-02-11	Abandoned	4	1	23.0 mo
15861155	Distributed ledger transaction verification	2018-03-12	Allowed	3	0	20.0 mo
15560417	Thermal management of battery assemblies	2021-04-13	Pending	2	1	17.0 mo
15763020	Machine learning model for anomaly detection	2012-05-14	Allowed	1	0	14.0 mo
15458140	Wireless power transfer coil arrangement	2015-06-15	Abandoned	4	1	25.0 mo
15526038	Catalyst for selective hydrogenation	2018-07-16	Allowed	3	0	22.0 mo

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