PATLY.AITimeline
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.
Law firm or agent
Allowance rate
85%
+10 pts vs the USPTO range 82% to 89%
Rejections before allowance
2.1
+0.5 vs the USPTO
Months to first action
19.1 mo
+0.5 vs the USPTO
Needed an RCE
45%
+18 pts vs the USPTO
Compared with the office
Against every applicant before the USPTO
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Trend
Allowance by filing year
Domains
Where the applications fall
CPC subclasses
G06Q Data processing for administrative, commercial, financial purposes164 apps
G06F Electric digital data processing160 apps
G06N Computing arrangements based on specific computational models42 apps
H04L Transmission of digital information30 apps
G06V Image or video recognition19 apps
H04W Wireless communication networks4 apps
Examiners met
The examiners seen most, and how it went with each
Bars show the share of decided applications that were allowed.
Who they file for
Clients with the most applications
Bars show the share of decided applications that were allowed.
Rejection fingerprint
What gets rejected, by statute
Share of parsed office actions raising each ground; blue is the USPTO.
What works
Allowance by strategy used
Interviews
Does an interview help?
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Applications
Every application in the record
| Application | Title | Filed | Status | Rejections | RCEs | To 1st action |
|---|---|---|---|---|---|---|
| 19563940 | LARGE LANGUAGE MODEL INPUT PREPROCESSING AND REFINEMENT | 2026-03-11 | Allowed | 1 | 0 | 1.6 mo |
| 19418773 | SYSTEMS AND METHODS FOR LOAD-AWARE CONTEXT GATING FOR RETRIEVAL-AUGMENTED GENERATION | 2025-12-12 | Allowed | 0 | 0 | 3.2 mo |
| 19380828 | DATA SERVICES WITH PRIVACY PRESERVATION AND REPEATABILITY | 2025-11-05 | Allowed | 2 | 0 | 3.2 mo |
| 15626291 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15996733 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15423845 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15921527 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15672868 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15734461 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15930893 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |