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
90%
+15 pts vs the USPTO range 88% to 92%
Rejections before allowance
1.8
+0.2 vs the USPTO
Months to first action
20.1 mo
+1.5 vs the USPTO
Needed an RCE
38%
+11 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
G06F Electric digital data processing333 apps
G06Q Data processing for administrative, commercial, financial purposes311 apps
G06N Computing arrangements based on specific computational models64 apps
H04L Transmission of digital information56 apps
G06V Image or video recognition17 apps
H04W Wireless communication networks12 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 |
|---|---|---|---|---|---|---|
| 19664970 | ACCELERATED KNOWLEDGE DISCOVERY FOR KNOWLEDGE BASE | 2026-04-30 | Pending | 0 | 0 | n/a |
| 19664979 | GUIDED LARGE LANGUAGE MODEL TRANSACTION MATCHING | 2026-04-30 | Pending | 0 | 0 | n/a |
| 19656873 | SUPERVISED MACHINE LEARNING METHOD FOR MATCHING UNSUPERVISED DATA | 2026-04-23 | Pending | 0 | 0 | n/a |
| 15634896 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15484964 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15587025 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15176884 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15896268 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15784450 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15869733 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |