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
99%
+23 pts vs the USPTO range 95% to 100%
Rejections before allowance
1.4
−0.2 vs the USPTO
Months to first action
19.7 mo
+1.1 vs the USPTO
Needed an RCE
43%
+16 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
G06T Image data processing or generation64 apps
G06F Electric digital data processing58 apps
G06V Image or video recognition25 apps
G06N Computing arrangements based on specific computational models12 apps
H04N Pictorial communication, television10 apps
G10L Speech analysis, synthesis, recognition6 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 |
|---|---|---|---|---|---|---|
| 19246631 | SELF-SUPERVISED AUDIO-VISUAL LEARNING FOR CORRELATING MUSIC AND VIDEO | 2025-06-23 | Pending | 0 | 0 | n/a |
| 19239430 | META-LEARNING FOR ADAPTIVE FILTERS | 2025-06-16 | Pending | 0 | 0 | n/a |
| 19221151 | High-Fidelity Stereo Vocoder | 2025-05-28 | Pending | 0 | 0 | n/a |
| 15153603 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15633590 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15835164 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15505785 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15853583 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15155305 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15997039 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |