Prosecution Insights
Prosecution Insights
36 pending office actions • 7 clients • 36 examiners • 30 art units • 0 of 36 (0%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 16 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. 16 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 |
|---|---|
| §101 only | 3 (8%) |
| §101 + other | 12 (33%) |
| §103 only | 10 (28%) |
| §102 only | 2 (6%) |
| §112 only | 2 (6%) |
| Multi-statute (no §101) | 7 (19%) |
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 |
|---|---|---|---|
| ILAGAN, VINCENT CAESAR | 1 | 38.9% | +73.3% |
| GRUBY, RANDALL A | 1 | 62.5% | +43.6% |
| REICHERT, RACHELLE LEIGH | 1 | 30.0% | +33.7% |
| MAYNARD, JOHNATHAN A | 1 | 40.1% | +8.2% |
| KARWAN, SIHAR A | 1 | 56.8% | +26.5% |
| COUSO, JOSE L | 1 | 90.2% | +8.2% |
| COBANOGLU, DILEK B | 1 | 33.4% | +27.4% |
| MCANDREW, CHRISTOPHER P | 1 | 85.9% | +13.9% |
| VU, HUY DUY | 1 | 39.4% | +47.0% |
| ESONU, VICTOR CHIGOZIRIM | 1 | 16.7% | +0.0% |
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 |
|---|---|---|---|
| 18934527 | METHOD AND SYSTEM FOR CLASSIFYING HISTORIC DATA DERIVED FROM NEURAL NETWORKS | COUSO, JOSE L | — |
| 18811919 | INTEGRATED HARDWARE-IN-THE-LOOP (HIL) SYSTEM FOR TESTING HARDWARE DEVICES AND A METHOD THEREOF | MCANDREW, CHRISTOPHER P | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18414506 | METHOD AND SYSTEM FOR DETERMINING A PROPAGATION PATH OF FIRE OR SMOKE | BEE, ANDREW W. | 53d overdue |
| 18864521 | A ROBOT AND A METHOD OF CONFIGURING AND OPERATING THE ROBOT | KARWAN, SIHAR A | 46d overdue |
| 17745899 | METHOD AND SYSTEM FOR ANOMALY DETECTION AND REPORT GENERATION | HINCKLEY, CHASE PAUL | 30d overdue |
| 18116859 | METHOD AND SYSTEM OF CREATING BALANCED DATASET | GARNER, CASEY R | 26d overdue |
| 18889849 | METHOD AND SYSTEM FOR CREATING BAYESIAN KNOWLEDGE NETWORKS (BKNS) FOR MEDICAL CONDITIONS | COBANOGLU, DILEK B | 8d overdue |
| 18633589 | METHOD AND SYSTEM FOR MANAGING APPLICATIONS USING ARTIFICIAL INTELLIGENCE (AI) | SHIMELES, BEZAWIT NOLAWI | 5d overdue |
| 18663168 | SYSTEM AND METHOD FOR EVALUATING CANDIDATES THROUGH ARTIFICIAL INTELLIGENCE (AI) MODELS | ESONU, VICTOR CHIGOZIRIM | 4d overdue |
| 18230685 | METHOD AND SYSTEM FOR DETECTING FLOOR STAINS USING SURROUND VIEW IMAGES | RIVERA, CARLOS A | 2d overdue |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18864521 | A ROBOT AND A METHOD OF CONFIGURING AND OPERATING THE ROBOT | KARWAN, SIHAR A | 46d overdue |
| 18889849 | METHOD AND SYSTEM FOR CREATING BAYESIAN KNOWLEDGE NETWORKS (BKNS) FOR MEDICAL CONDITIONS | COBANOGLU, DILEK B | 8d overdue |
| 18956098 | METHOD AND SYSTEM FOR MONITORING PATIENT ABNORMALITIES AND GENERATING RECOMMENDATIONS | REICHERT, RACHELLE LEIGH | 15d |
| 19091964 | METHOD AND TOOL FOR ASSISTING CLINICIANS IN MAKING REAL-TIME DECISIONS FOR NEONATAL SHOCK SYNDROMES | ILAGAN, VINCENT CAESAR | 79d |
| 19006474 | LIQUID DISPENSING DEVICE AND METHOD THEREOF | GRUBY, RANDALL A | — |
| 18811919 | INTEGRATED HARDWARE-IN-THE-LOOP (HIL) SYSTEM FOR TESTING HARDWARE DEVICES AND A METHOD THEREOF | MCANDREW, CHRISTOPHER P | — |
| 18794056 | METHOD, DEVICE, AND SYSTEM FOR DATA TRANSMISSION BETWEEN NETWORK NODES OF A NETWORK | VU, HUY DUY | — |
| Client (Assignee) | Pending OAs |
|---|---|
| HCL | 17 |
| L&T Technology Services | 10 |
| Cloudphysician Healthcare | 3 |
| RAJIV TREHAN | 3 |
| Lionsbot | 1 |
| Cambium Networks Limited | 1 |
| SKYLARK LABS INC. | 1 |
| Art Unit | Apps |
|---|---|
| 3686 | 2 |
| 2677 | 2 |
| 3798 | 1 |
| 3658 | 1 |
| 3687 | 1 |
| 2858 | 1 |
| 3629 | 1 |
| 2151 | 1 |
| 2673 | 1 |
| 2197 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19091964 | METHOD AND TOOL FOR ASSISTING CLINICIANS IN MAKING REAL-TIME DECISIONS FOR NEONATAL SHOCK SYNDROMES | Cloudphysician Healthcare Pvt Ltd. | ILAGAN, VINCENT CAESAR | 3686 | §101§103 | Non-Final OA | 79d | Pending | Mar 27, 2025 |
| 19006474 | LIQUID DISPENSING DEVICE AND METHOD THEREOF | Hcl Technologies Limited | GRUBY, RANDALL A | §102§103§112 | Non-Final OA | — | Pending | Dec 31, 2024 | |
| 18956098 | METHOD AND SYSTEM FOR MONITORING PATIENT ABNORMALITIES AND GENERATING RECOMMENDATIONS | Cloudphysician Healthcare Pvt Ltd. | REICHERT, RACHELLE LEIGH | 3686 | §101§103 | Non-Final OA | 15d | Pending | Nov 22, 2024 |
| 18944084 | METHOD AND SYSTEM FOR DETERMINING POST-OPERATIVE IMAGES OF AN ANOMALY USING DEEP-LEARNING MODELS | L&T Technology Services Limited | MAYNARD, JOHNATHAN A | 3798 | §103 | Non-Final OA | 44d overdue | Pending | Nov 12, 2024 |
| 18864521 | A ROBOT AND A METHOD OF CONFIGURING AND OPERATING THE ROBOT | Lionsbot International Pte. Ltd. | KARWAN, SIHAR A | 3658 | §103§112 | Final Rejection | 46d overdue | Pending | Nov 09, 2024 |
| 18934527 | METHOD AND SYSTEM FOR CLASSIFYING HISTORIC DATA DERIVED FROM NEURAL NETWORKS | Rajiv Trehan | COUSO, JOSE L | §102 | Non-Final OA | — | Pending | Nov 01, 2024 | |
| 18889849 | METHOD AND SYSTEM FOR CREATING BAYESIAN KNOWLEDGE NETWORKS (BKNS) FOR MEDICAL CONDITIONS | Cloudphysician Healthcare Pvt Ltd. | COBANOGLU, DILEK B | 3687 | §101§102 | Non-Final OA | 8d overdue | Pending | Sep 19, 2024 |
| 18811919 | INTEGRATED HARDWARE-IN-THE-LOOP (HIL) SYSTEM FOR TESTING HARDWARE DEVICES AND A METHOD THEREOF | L&T Technology Services Limited | MCANDREW, CHRISTOPHER P | 2858 | §103 | Final Rejection | — | Pending | Aug 22, 2024 |
| 18794056 | METHOD, DEVICE, AND SYSTEM FOR DATA TRANSMISSION BETWEEN NETWORK NODES OF A NETWORK | Cambium Networks Limited | VU, HUY DUY | §102§103 | Non-Final OA | — | Pending | Aug 05, 2024 | |
| 18663168 | SYSTEM AND METHOD FOR EVALUATING CANDIDATES THROUGH ARTIFICIAL INTELLIGENCE (AI) MODELS | Hcl Technologies Limited | ESONU, VICTOR CHIGOZIRIM | 3629 | §103 | Non-Final OA | 4d overdue | Pending | May 14, 2024 |
| 18640028 | METHOD AND SYSTEM FOR GENERATING RECOMMENDATIONS USING GENERATIVE ARTIFICIAL INTELLIGENCE (AI) MODEL | Hcl Technologies Limited | MORRISON, JAY A | 2151 | §101 | Final Rejection | — | Pending | Apr 19, 2024 |
| 18633589 | METHOD AND SYSTEM FOR MANAGING APPLICATIONS USING ARTIFICIAL INTELLIGENCE (AI) | Hcl Technologies Limited | SHIMELES, BEZAWIT NOLAWI | 2673 | §101§103 | Final Rejection | 5d overdue | Pending | Apr 12, 2024 |
| 18609499 | METHOD AND SYSTEM FOR VISUALLY INSPECTING COMPUTATIONAL GEOMETRY CODE | Hcl Technologies Limited | UNG, LANNY N | 2197 | §112 | Final Rejection | 27d | Pending | Mar 19, 2024 |
| 18605971 | METHOD AND SYSTEM OF ANALYSING BLOOD SMEAR IMAGE USING DEEP LEARNING MODEL | L&T Technology Services Limited | RUSH, ERIC | 2677 | §103 | Final Rejection | — | Pending | Mar 15, 2024 |
| 18440992 | FOOD ASSESSMENT DEVICE AND METHOD THEREOF | Hcl Technologies Limited | DULANEY, KATHLEEN YUAN | 2666 | §112 | Final Rejection | 14d | Pending | Feb 14, 2024 |
| 18434891 | METHOD AND SYSTEM OF COMPRESSING NEURAL NETWORK MODELS BASED ON LEARNABLE MULTI-CRITERIA | L&T Technology Services Limited | WORJLOH, JALATEE | §103 | Non-Final OA | — | Pending | Feb 07, 2024 | |
| 18422044 | PORTABLE BEVERAGE DISPENSING DEVICE AND METHOD THEREOF | Hcl Technologies Limited | MELARAGNO, MICHAEL | 3754 | §102§103 | Non-Final OA | 21d | Pending | Jan 25, 2024 |
| 18414506 | METHOD AND SYSTEM FOR DETERMINING A PROPAGATION PATH OF FIRE OR SMOKE | L&T Technology Services Limited | BEE, ANDREW W. | 2677 | §101§102 | Non-Final OA | 53d overdue | Pending | Jan 17, 2024 |
| 18396758 | METHOD AND SYSTEM FOR GENERATING RECOMMENDATIONS FOR ENHANCEMENT OF AN EXISTING APPLICATION | Hcl Technologies Limited | LUU, CUONG V | 2192 | §101 | Non-Final OA | — | Pending | Dec 27, 2023 |
| 18393722 | METHOD AND SYSTEM FOR COLLECTING OBJECTS | Hcl Technologies Limited | HAWN, PATRICK D | 3631 | §103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18544526 | METHOD AND SYSTEM OF OPTIMIZING DEPLOYMENT OF RESOURCES ON CLOUD PROVIDERS | Hcl Technologies Limited | LEE, TAMMY EUNHYE | 2195 | §103§112 | Non-Final OA | — | Pending | Dec 19, 2023 |
| 18536742 | METHOD AND SYSTEM FOR TEST SCRIPT GENERATION AND EXECUTION | Hcl Technologies Limited | LIN, KATHERINE Y | 2113 | §102§103 | Final Rejection | — | Pending | Dec 12, 2023 |
| 18531745 | SYSTEM AND METHOD FOR META-DATA EXTRACTION FROM DOCUMENTS | L&T Technology Services Limited | SPIELER, WILLIAM | 2159 | §101§103 | Final Rejection | 8d | Pending | Dec 07, 2023 |
| 18510715 | METHOD AND SYSTEM FOR DETERMINING APPROACH AND SCOPE OF HUMAN FACTORS EVALUATION FOR MEDICAL DEVICES | Hcl Technologies Limited | LEGGETT, ANDREA C. | 2171 | §102 | Final Rejection | — | Pending | Nov 16, 2023 |
| 18385019 | DEVICE AND METHOD TO REMOVE OBSTRUCTION FROM THROAT OF A USER | Hcl Technologies Limited | DANG, ANH TIEU | 3771 | §103 | Final Rejection | — | Pending | Oct 30, 2023 |
| 18243686 | METHOD AND SYSTEM FOR INTOXICATION EXAMINATION OF OPERATORS FOR ASSET OPERATION AUTHORIZATION | Hcl Technologies Limited | HERRERA, MICHAEL J | 3668 | §103 | Non-Final OA | — | Pending | Sep 08, 2023 |
| 18230685 | METHOD AND SYSTEM FOR DETECTING FLOOR STAINS USING SURROUND VIEW IMAGES | L&T Technology Services Limited | RIVERA, CARLOS A | 3723 | §101§103§112 | Final Rejection | 2d overdue | Pending | Aug 07, 2023 |
| 18210094 | METHOD AND SYSTEM FOR DETERMINING EVENT OCCURRENCE BASED ON DATA SIGNALS | Rajiv Trehan | GRUSZKA, DANIEL PATRICK | 2121 | §101§103 | Final Rejection | — | Pending | Jun 15, 2023 |
| 18209528 | METHOD AND SYSTEM FOR TRANSMITTING MEDICAL IMAGING DATA | L&T Technology Services Limited | LULTSCHIK, WILLIAM G | 3682 | §101§103§112 | Non-Final OA | — | Pending | Jun 14, 2023 |
| 18202384 | METHOD AND SYSTEM FOR MONITORING ACTIVITIES AND EVENTS IN REAL-TIME THROUGH SELF-ADAPTIVE AI | Skylark Labs Inc. | ZEWEDE, ASTEWAYE GETTU | 2481 | §103 | Non-Final OA | 16d overdue | Pending | May 26, 2023 |
| 18198317 | METHOD AND SYSTEM FOR PROVIDING IMMERSIVE AND INTERACTIVE FITNESS EXPERIENCE TO A USER | Rajiv Trehan | ENG, GEORGE | 2699 | §103 | Final Rejection | — | Pending | May 17, 2023 |
| 18116859 | METHOD AND SYSTEM OF CREATING BALANCED DATASET | L&T Technology Services Limited | GARNER, CASEY R | 2123 | §101§102 | Non-Final OA | 26d overdue | Pending | Mar 03, 2023 |
| 18097342 | METHOD AND SYSTEM FOR INTERACTIVELY CREATING, EXECUTING, AND MANAGING DESIGN FOR EXCELLENCE (DFX) RULES | Hcl Technologies Limited | HOCKER, JOHN PAUL | 2188 | §101§103 | Non-Final OA | — | Pending | Jan 16, 2023 |
| 17745899 | METHOD AND SYSTEM FOR ANOMALY DETECTION AND REPORT GENERATION | L&T Technology Services Limited | HINCKLEY, CHASE PAUL | 2124 | §101§103 | Non-Final OA | 30d overdue | Pending | May 17, 2022 |
| 17590856 | METHOD AND SYSTEM FOR AUTOMATIC INTEGRATION OF SOFTWARE PRODUCTS DEPLOYED ON A CONTAINER-BASED CLUSTER | Hcl Technologies Italy S.p.A. | ONAT, UMUT | 2194 | §103§112 | Final Rejection | — | Pending | Feb 02, 2022 |
| 17202926 | METHOD AND SYSTEM FOR EVALUATING PERFORMANCE OF DEVELOPERS USING ARTIFICIAL INTELLIGENCE (AI) | Hcl Technologies Limited | BOLEN, NICHOLAS D | 3624 | §101 | Non-Final OA | — | Pending | Mar 16, 2021 |
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