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
94%
+18 pts vs the USPTO range 92% to 94%
Rejections before allowance
1.3
−0.3 vs the USPTO
Months to first action
17.5 mo
−1.1 vs the USPTO
Needed an RCE
29%
+2 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
G06F Electric digital data processing1,454 apps
G10L Speech analysis, synthesis, recognition450 apps
G06N Computing arrangements based on specific computational models148 apps
H04L Transmission of digital information97 apps
G06Q Data processing for administrative, commercial, financial purposes71 apps
H04M Telephonic communication44 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?
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 |
|---|---|---|---|---|---|---|
| 19701142 | USING FRAMES FOR ACTION DIALOGS | 2026-06-08 | Pending | 0 | 0 | n/a |
| 19698010 | DOMAIN-SPECIFIC CONVERSATIONAL AUTOMATED ASSISTANT | 2026-06-04 | Pending | 0 | 0 | n/a |
| 19695513 | INSTRUCTION FOLLOWING IN LARGE LANGUAGE MODELS TO REDUCE COMPUTATIONAL RESOURCE CON… | 2026-06-02 | Pending | 0 | 0 | n/a |
| 15990077 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15405824 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15583253 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15354680 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15550247 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15876622 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15613455 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |