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
93%
+18 pts vs the USPTO range 70% to 99%
Rejections before allowance
2.0
+0.4 vs the USPTO
Months to first action
19.2 mo
+0.6 vs the USPTO
Needed an RCE
65%
+38 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
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?
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Applications
Every application in the record
| Application | Title | Filed | Status | Rejections | RCEs | To 1st action |
|---|---|---|---|---|---|---|
| 19566426 | ACCELERATED TRAINING OF MODELS | 2026-03-13 | Pending | 0 | 0 | n/a |
| 19546179 | ARTIFICIAL INTELLIGENCE AGENT EFFICIENCY BY IMPROVED GPU RESOURCE CONCURRENCY AND M… | 2026-02-20 | Pending | 0 | 0 | n/a |
| 19546186 | PROVIDING FEEDBACK ON CHAIN OF THOUGHT REASONING FOR MODEL FINE TUNING | 2026-02-20 | Pending | 0 | 0 | n/a |
| 15425470 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15399715 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15198635 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15698494 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15416751 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15977580 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15455197 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |