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.
Company or institution
Allowance rate
76%
level with the USPTO range 74% to 77%
Rejections before allowance
1.9
+0.3 vs the USPTO
Months to first action
18.8 mo
+0.2 vs the USPTO
Needed an RCE
49%
+21 pts vs the USPTO
Compared with the office
Against every applicant before the USPTO
Unlock the comparison with the officeFree with an account. No card needed.
Trend
Allowance by filing year
Domains
Where the applications fall
CPC subclasses
G06Q Data processing for administrative, commercial, financial purposes2,396 apps
G06F Electric digital data processing1,067 apps
H04L Transmission of digital information507 apps
G06N Computing arrangements based on specific computational models173 apps
H04W Wireless communication networks153 apps
G06K Recognition and presentation of data39 apps
Examiners met
The examiners seen most, and how it went with each
Bars show the share of decided applications that were allowed.
Who represents them
Law firms and agents on their 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?
Unlock the interview figuresFree with an account. No card needed.
Applications
Every application in the record
| Application | Title | Filed | Status | Rejections | RCEs | To 1st action |
|---|---|---|---|---|---|---|
| 19623509 | Live Graph Neural Network Framework for Fraud Detection | 2026-09-11 | Pending | 0 | 0 | n/a |
| 19715386 | USING MACHINE LEARNING TO MITIGATE ELECTRONIC ATTACKS | 2026-06-22 | Pending | 0 | 0 | n/a |
| 19693056 | MULTI-DOMAIN FEATURE ENHANCEMENT FOR TRANSFER LEARNING (FTL) | 2026-05-29 | Pending | 0 | 0 | n/a |
| 15423228 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15804558 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15269991 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15396936 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15563936 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15764854 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15735303 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |