Prosecution Insights
Prosecution Insights
15 pending office actions • 1 client • 14 examiners • 8 art units • 11 of 15 (73%) have an AI response strategy ready • 117 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 15 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 15 of the docket's apps have a known mailing date.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §103 only | 13 (87%) |
| §112 only | 1 (7%) |
| No statute on record | 1 (7%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| PATEL, SHREYANS A | 2 | 88.9% | +7.7% |
| ALMEIDA, CORY A | 1 | 67.1% | +22.6% |
| CHAWAN, VIJAY B | 1 | 88.1% | +11.5% |
| SHAH, PARAS D | 1 | 73.5% | +30.8% |
| COLUCCI, MICHAEL C | 1 | 75.9% | +15.2% |
| OGUNBIYI, OLUWADAMILOL M | 1 | 77.3% | +17.6% |
| ZHU, RICHARD Z | 1 | 69.3% | +15.5% |
| YOUNG, CAMERON KENNETH | 1 | 72.7% | +16.1% |
| RODRIGUEZ, ANTHONY JASON | 1 | 19.0% | -23.5% |
| LERNER, MARTIN | 1 | 78.0% | +13.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18797760 | MULTILINGUAL SPEECH SYNTHESIS AND CROSS-LANGUAGE VOICE CLONING | PATEL, SHREYANS A | 3d overdue |
| 18658132 | Language Model Prediction of API Call Invocations and Verbal Response | PATEL, SHREYANS A | 61d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18471937 | Conversational Assistants For Emergency Responders | RODRIGUEZ, ANTHONY JASON | 22d |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18391781 | LANGUAGE MODELS USING DOMAIN-SPECIFIC MODEL COMPONENTS | ZHU, RICHARD Z | 29d overdue |
| 18493365 | AUTOMATED PREDICTION OF PRONUNCIATION OF TEXT ENTITIES BASED ON CO-EMITTED SPEECH RECOGNITION PREDICTIONS | YOUNG, CAMERON KENNETH | 19d overdue |
| 19239036 | Contextual Assistant Using Mouse Pointing or Touch Cues | ALMEIDA, CORY A | 1d overdue |
| 18307210 | Securely Executing Voice Actions Using Contextual Signals | LERNER, MARTIN | 5d |
| 18598523 | CONNECTING DIFFERENT ASR APPLICATION DOMAINS WITH SPEAKER-TAGS | COLUCCI, MICHAEL C | 15d |
| 18780309 | METHODS AND SYSTEMS FOR DETECTING AND PROCESSING SPEECH SIGNALS | CHAWAN, VIJAY B | 20d |
| 18776117 | PROMOTING VOICE ACTIONS TO HOTWORDS | SHAH, PARAS D | 30d |
| 18439630 | USING TEXT-INJECTION TO RECOGNIZE SPEECH WITHOUT TRANSCRIPTION | OGUNBIYI, OLUWADAMILOL M | 30d |
| Client (Assignee) | Pending OAs |
|---|---|
| GOOGLE LLC | 15 |
| Art Unit | Apps |
|---|---|
| 2658 | 3 |
| 2654 | 3 |
| 2659 | 2 |
| 2653 | 2 |
| 2655 | 2 |
| 2628 | 1 |
| 2672 | 1 |
| 2145 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19239036 | Contextual Assistant Using Mouse Pointing or Touch Cues | Google LLC | ALMEIDA, CORY A | 2628 | §103 | Non-Final OA | 1d overdue | AI Ready | Jun 16, 2025 |
| 18797760 | MULTILINGUAL SPEECH SYNTHESIS AND CROSS-LANGUAGE VOICE CLONING | Google LLC | PATEL, SHREYANS A | 2659 | §103 | Non-Final OA | 3d overdue | AI Ready | Aug 08, 2024 |
| 18780309 | METHODS AND SYSTEMS FOR DETECTING AND PROCESSING SPEECH SIGNALS | Google LLC | CHAWAN, VIJAY B | 2658 | Other | Non-Final OA | 20d | AI Ready | Jul 22, 2024 |
| 18776117 | PROMOTING VOICE ACTIONS TO HOTWORDS | Google LLC | SHAH, PARAS D | 2653 | §103 | Final Rejection | 30d | AI Ready | Jul 17, 2024 |
| 18658132 | Language Model Prediction of API Call Invocations and Verbal Response | Google LLC | PATEL, SHREYANS A | 2659 | §103 | Non-Final OA | 61d | AI Ready | May 08, 2024 |
| 18598523 | CONNECTING DIFFERENT ASR APPLICATION DOMAINS WITH SPEAKER-TAGS | Google LLC | COLUCCI, MICHAEL C | 2655 | §103 | Final Rejection | 15d | AI Ready | Mar 07, 2024 |
| 18439630 | USING TEXT-INJECTION TO RECOGNIZE SPEECH WITHOUT TRANSCRIPTION | Google LLC | OGUNBIYI, OLUWADAMILOL M | 2653 | §103 | Final Rejection | 30d | AI Ready | Feb 12, 2024 |
| 18391781 | LANGUAGE MODELS USING DOMAIN-SPECIFIC MODEL COMPONENTS | Google LLC | ZHU, RICHARD Z | 2654 | §103 | Non-Final OA | 29d overdue | AI Ready | Dec 21, 2023 |
| 18493365 | AUTOMATED PREDICTION OF PRONUNCIATION OF TEXT ENTITIES BASED ON CO-EMITTED SPEECH RECOGNITION PREDICTIONS | Google LLC | YOUNG, CAMERON KENNETH | 2655 | §103 | Final Rejection | 19d overdue | Pending | Oct 24, 2023 |
| 18471937 | Conversational Assistants For Emergency Responders | Google LLC | RODRIGUEZ, ANTHONY JASON | 2672 | §103 | Non-Final OA | 22d | AI Ready | Sep 21, 2023 |
| 18307210 | Securely Executing Voice Actions Using Contextual Signals | Google LLC | LERNER, MARTIN | 2658 | §112 | Final Rejection | 5d | AI Ready | Apr 26, 2023 |
| 18188524 | END-TO-END SPEECH CONVERSION | Google LLC | SONIFRANK, RICHA MISHRA | 2654 | §103 | Non-Final OA | 84d | Pending | Mar 23, 2023 |
| 18188632 | Streaming End-to-end Multilingual Speech Recognition with Joint Language Identification | Google LLC | ISKENDER, ALVIN ALIK | 2654 | §103 | Non-Final OA | 34d | Pending | Mar 23, 2023 |
| 18149255 | Hotword-Based Speaker Recognition | Google LLC | ADESANYA, OLUJIMI A | 2658 | §103 | Final Rejection | 86d overdue | AI Ready | Jan 03, 2023 |
| 17937825 | Leveraging Public Data in Training Neural Networks with Private Mirror Descent | Google LLC | PAULA, CESAR B | 2145 | §103 | Final Rejection | 69d | Pending | Oct 04, 2022 |
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