Prosecution Insights
Prosecution Insights
50 pending office actions • 18 clients • 40 examiners • 33 art units • 0 of 50 (0%) have an AI response strategy ready • 22 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 49 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. 49 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 (6%) |
| §103 only | 45 (90%) |
| §102 only | 1 (2%) |
| §112 only | 1 (2%) |
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 |
|---|---|---|---|
| HUISMAN, DAVID J | 9 | 58.0% | +33.6% |
| CATTUNGAL, SANJAY | 2 | 83.2% | +11.4% |
| ALLI, KASIM A | 2 | 65.8% | +36.8% |
| SUMMERS, KIERSTEN V | 1 | 11.9% | +14.4% |
| GUSTAFSON, MATHEW DONALD | 1 | 100.0% | +0.0% |
| RUIZ, ARACELIS | 1 | 87.1% | +12.5% |
| BELKHAYAT, ZAKARIA MOHAMMED | 1 | 88.2% | +11.7% |
| JONES, COURTNEY PATRICE | 1 | 67.9% | +22.9% |
| KROFCHECK, MICHAEL C | 1 | 81.3% | +17.1% |
| PATEL, KAMINI B | 1 | 85.7% | +9.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18966200 | CACHE SNOOP REPLAY MANAGEMENT | BELKHAYAT, ZAKARIA MOHAMMED | 79d overdue |
| 18956079 | OPTIMIZED SNOOP MULTI-CAST WITH MESH REGIONS | KROFCHECK, MICHAEL C | 58d overdue |
| 18369870 | WOUND CARE IMAGE ANALYSIS USING LIGHT SIGNATURES | CATTUNGAL, SANJAY | 44d overdue |
| 19001251 | STREAMING MATRIX TRANSPOSER WITH DIAGONAL STORAGE | RUIZ, ARACELIS | 43d overdue |
| 19002836 | TRACE-BASED TESTING WITH SOFTWARE ACCESS POINTS | GUSTAFSON, MATHEW DONALD | 26d overdue |
| 18953162 | FUNCTIONAL SAFETY BIST WITH SYSTEM VITALS | PATEL, KAMINI B | 4d overdue |
| 19045608 | WOUND CARE IMAGE ANALYSIS USING A SMARTPHONE | CATTUNGAL, SANJAY | 30d |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18199576 | SHORT-FORM VIDEO USAGE WITHIN A FRAME WIDGET ENVIRONMENT | VAN BRAMER, JOHN W | 53d overdue |
| 18654070 | IMMEDIATE LIVESTREAMS IN A SHORT-FORM VIDEO ECOMMERCE ENVIRONMENT | SYROWIK, MATHEW RICHARD | 31d overdue |
| 18211609 | DASHBOARD ANALYSIS USING COMPUTATION ENGINE FOR PIPELINE PERFORMANCE MANAGEMENT | GURSKI, AMANDA KAREN | 26d overdue |
| 19188053 | ARTIFICIAL INTELLIGENCE VIRTUAL ASSISTANT IN A PHYSICAL STORE | SUMMERS, KIERSTEN V | 1d 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 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17500990 | PARALLEL PROCESSING ARCHITECTURE WITH BACKGROUND LOADS | HUISMAN, DAVID J | 104d overdue |
| 18966200 | CACHE SNOOP REPLAY MANAGEMENT | BELKHAYAT, ZAKARIA MOHAMMED | 79d overdue |
| 18220331 | PARALLEL PROCESSING ARCHITECTURE WITH COUNTDOWN TAGGING | HUISMAN, DAVID J | 74d overdue |
| 18963945 | TRUSTLESS SMART CONTRACT EXECUTION BASED ON PROVABLE ORDERED TRANSACTION HISTORY | JONES, COURTNEY PATRICE | 59d overdue |
| 18956079 | OPTIMIZED SNOOP MULTI-CAST WITH MESH REGIONS | KROFCHECK, MICHAEL C | 58d overdue |
| 18932738 | PIPELINE OPTIMIZATION WITH VARIABLE LATENCY EXECUTION | ALLI, KASIM A | 44d overdue |
| 18369870 | WOUND CARE IMAGE ANALYSIS USING LIGHT SIGNATURES | CATTUNGAL, SANJAY | 44d overdue |
| 19001251 | STREAMING MATRIX TRANSPOSER WITH DIAGONAL STORAGE | RUIZ, ARACELIS | 43d overdue |
| Client (Assignee) | Pending OAs |
|---|---|
| Firework | 13 |
| Ascenium | 11 |
| Akeana | 7 |
| Precision Healing LLC | 2 |
| Signature IP Corporation | 2 |
| REON Technology, Inc. | 2 |
| Magik Eye Inc. | 2 |
| Market Software Ltd. | 1 |
| Penguin Benefits, Inc. | 1 |
| University of South Alabama | 1 |
| BLUEiQ LLC | 1 |
| Useful Sensors Inc. | 1 |
| OddsJam, Inc. | 1 |
| Catalyst Communications Technologies, Inc. | 1 |
| Premonio, Inc. | 1 |
| Augmental Technologies | 1 |
| Energy Internet | 1 |
| Affectiva | 1 |
| Art Unit | Apps |
|---|---|
| 2183 | 11 |
| 3622 | 3 |
| 2421 | 3 |
| 3798 | 2 |
| 2139 | 2 |
| 3645 | 2 |
| 3626 | 1 |
| 2113 | 1 |
| 3699 | 1 |
| 2138 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19188053 | ARTIFICIAL INTELLIGENCE VIRTUAL ASSISTANT IN A PHYSICAL STORE | Loop Now Technologies, Inc. | SUMMERS, KIERSTEN V | 3626 | §103 | Non-Final OA | 1d overdue | Pending | Apr 24, 2025 |
| 19045608 | WOUND CARE IMAGE ANALYSIS USING A SMARTPHONE | Precision Healing, LLC | CATTUNGAL, SANJAY | 3798 | §103 | Non-Final OA | 30d | Pending | Feb 05, 2025 |
| 19002836 | TRACE-BASED TESTING WITH SOFTWARE ACCESS POINTS | Signature Ip Corporation | GUSTAFSON, MATHEW DONALD | 2113 | §103 | Non-Final OA | 26d overdue | Pending | Dec 27, 2024 |
| 19001251 | STREAMING MATRIX TRANSPOSER WITH DIAGONAL STORAGE | Akeana, Inc. | RUIZ, ARACELIS | 2139 | §103 | Non-Final OA | 43d overdue | Pending | Dec 24, 2024 |
| 18966200 | CACHE SNOOP REPLAY MANAGEMENT | Akeana, Inc. | BELKHAYAT, ZAKARIA MOHAMMED | 2139 | §103 | Non-Final OA | 79d overdue | Pending | Dec 03, 2024 |
| 18963945 | TRUSTLESS SMART CONTRACT EXECUTION BASED ON PROVABLE ORDERED TRANSACTION HISTORY | Market Software Ltd. | JONES, COURTNEY PATRICE | 3699 | §103 | Non-Final OA | 59d overdue | Pending | Nov 29, 2024 |
| 18956079 | OPTIMIZED SNOOP MULTI-CAST WITH MESH REGIONS | Akeana, Inc. | KROFCHECK, MICHAEL C | 2138 | §103 | Non-Final OA | 58d overdue | Pending | Nov 22, 2024 |
| 18953162 | FUNCTIONAL SAFETY BIST WITH SYSTEM VITALS | Signature Ip Corporation | PATEL, KAMINI B | 2114 | §103 | Non-Final OA | 4d overdue | Pending | Nov 20, 2024 |
| 18932738 | PIPELINE OPTIMIZATION WITH VARIABLE LATENCY EXECUTION | Akeana, Inc. | ALLI, KASIM A | 2183 | §103 | Non-Final OA | 44d overdue | Pending | Oct 31, 2024 |
| 18926446 | NON-INVASIVE COLLABORATIVE BROWSING | Loop Now Technologies, Inc. | PRATT, EHRIN LARMONT | 3629 | §103 | Non-Final OA | 23d | Pending | Oct 25, 2024 |
| 18892847 | MULTIVARIATE OPTIMIZATION OF COMPENSATION ANALYTICS | Penguin Benefits, Inc. | ALVAREZ, RAQUEL | 3622 | §103 | Non-Final OA | 25d overdue | Pending | Sep 23, 2024 |
| 18820475 | LOCAL DIFFERENTIAL PRIVACY USING STATIC RANDOM-ACCESS MEMORY | University of South Alabama | CARNES, THOMAS A | 2436 | §103 | Non-Final OA | 73d overdue | Pending | Aug 30, 2024 |
| 18768088 | POLARITY-BASED DATA PREFETCHER WITH UNDERLYING STRIDE DETECTION | Akeana, Inc. | ALLI, KASIM A | 2183 | §112 | Final Rejection | 23d | Pending | Jul 10, 2024 |
| 18743194 | DIRECT CACHE TRANSFER WITH SHARED CACHE LINES | Akeana, Inc. | TALUKDAR, ARVIND | 2132 | §103 | Final Rejection | 58d overdue | Pending | Jun 14, 2024 |
| 18743598 | AUTOMATED PASSIVE ACOUSTIC MONITORING WITH MACHINE LEARNING | BLUEiQ LLC | WALKER, CHRISTOPHER RICHARD | 3645 | §103 | Non-Final OA | 74d overdue | Pending | Jun 14, 2024 |
| 18654070 | IMMEDIATE LIVESTREAMS IN A SHORT-FORM VIDEO ECOMMERCE ENVIRONMENT | Loop Now Technologies, Inc. | SYROWIK, MATHEW RICHARD | 3621 | §101 | Final Rejection | 31d overdue | Pending | May 03, 2024 |
| 18646967 | SURFACE IDENTIFICATION SENSOR USING REFLECTED LIGHT AND MACHINE LEARNING | Useful Sensors Inc. | BOOSALIS, FANI POLYZOS | 2884 | §103 | Non-Final OA | 43d overdue | Pending | Apr 26, 2024 |
| 18631287 | ITERATIVE AI PROMPT OPTIMIZATION FOR VIDEO GENERATION | Loop Now Technologies, Inc. | SAMWEL, DANIEL | 2171 | §103 | Non-Final OA | 28d overdue | Pending | Apr 10, 2024 |
| 18630570 | SCALING ECOMMERCE WITH SHORT-FORM VIDEO | Loop Now Technologies, Inc. | ALLEN, WILLIAM J | 3619 | §103 | Final Rejection | 14d | Pending | Apr 09, 2024 |
| 18585144 | DIGITAL PLATFORM FOR AUTOMATED CONTENT GENERATION | Oddsjam, Inc. | HYLINSKI, STEVEN J | 3715 | §103 | Non-Final OA | 56d overdue | Pending | Feb 23, 2024 |
| 18585188 | DYNAMIC SYNTHETIC VIDEO CHAT AGENT REPLACEMENT | Loop Now Technologies, Inc. | LIU, ZHENGXI | 2611 | §103 | Final Rejection | 4d overdue | Pending | Feb 23, 2024 |
| 18419651 | SHARING TALKER ID ACROSS COMMUNICATIONS NETWORKS | Catalyst Communications Technologies, Inc. | PHAM, TUAN | 2649 | §103 | Non-Final OA | 22d | Pending | Jan 23, 2024 |
| 18407560 | AUGMENTED PERFORMANCE REPLACEMENT IN A SHORT-FORM VIDEO | Loop Now Technologies, Inc. | SALCE, JASON P | 2421 | §103 | Non-Final OA | — | Pending | Jan 09, 2024 |
| 18405012 | CONNECTED TELEVISION LIVESTREAM-TO-MOBILE DEVICE HANDOFF IN AN ECOMMERCE ENVIRONMENT | Loop Now Technologies, Inc. | VU, NGOC K | 2421 | §103 | Final Rejection | 87d overdue | Pending | Jan 05, 2024 |
| 18534784 | TEMPORAL ANALYSIS TO DETERMINE SHORT-FORM VIDEO ENGAGEMENT | Loop Now Technologies, Inc. | CHOWDHURY, SUMAIYA A | 2421 | §103 | Non-Final OA | 5d overdue | Pending | Dec 11, 2023 |
| 18515585 | PROCESSOR AND NETWORK-ON-CHIP COHERENCY MANAGEMENT | Akeana, Inc. | KRIEGER, JONAH C | 2133 | §103 | Final Rejection | 85d overdue | Pending | Nov 21, 2023 |
| 18388875 | PARALLEL PROCESSING WITH SWITCH BLOCK EXECUTION | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Non-Final OA | 14d | Pending | Nov 13, 2023 |
| 18388556 | CLUSTER-BASED DYNAMIC CONTENT WITH MULTI-DIMENSIONAL VECTORS | Loop Now Technologies, Inc. | WOODWORTH, II, ALLAN J | 3622 | §103 | Non-Final OA | 77d overdue | Pending | Nov 10, 2023 |
| 18385439 | BATTERY MANAGEMENT SYSTEM WITH CONTROLLED REPLACEMENT | Reon Technology, Inc. | SIDDIQUEE, TAMEEM | 2116 | §103 | Non-Final OA | 52d overdue | Pending | Oct 31, 2023 |
| 18369870 | WOUND CARE IMAGE ANALYSIS USING LIGHT SIGNATURES | Precision Healing, LLC | CATTUNGAL, SANJAY | 3798 | §103 | Non-Final OA | 44d overdue | Pending | Sep 19, 2023 |
| 18239770 | PARALLEL PROCESSING ARCHITECTURE WITH MEMORY BLOCK TRANSFERS | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Non-Final OA | 3d overdue | Pending | Aug 30, 2023 |
| 18236442 | PARALLEL PROCESSING ARCHITECTURE WITH BIN PACKING | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Non-Final OA | 17d overdue | Pending | Aug 22, 2023 |
| 18228001 | PARALLEL PROCESSING ARCHITECTURE WITH DUAL LOAD BUFFERS | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Non-Final OA | 30d overdue | Pending | Jul 31, 2023 |
| 18220346 | SEARCH USING GENERATIVE MODEL SYNTHESIZED IMAGES | Loop Now Technologies, Inc. | SHAH, VAISHALI | 2156 | §103 | Final Rejection | 21d | Pending | Jul 11, 2023 |
| 18220331 | PARALLEL PROCESSING ARCHITECTURE WITH COUNTDOWN TAGGING | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Non-Final OA | 74d overdue | Pending | Jul 11, 2023 |
| 18211609 | DASHBOARD ANALYSIS USING COMPUTATION ENGINE FOR PIPELINE PERFORMANCE MANAGEMENT | Premonio, Inc. | GURSKI, AMANDA KAREN | 3625 | §101 | Final Rejection | 26d overdue | Pending | Jun 20, 2023 |
| 18199576 | SHORT-FORM VIDEO USAGE WITHIN A FRAME WIDGET ENVIRONMENT | Loop Now Technologies, Inc. | VAN BRAMER, JOHN W | 3622 | §101 | Final Rejection | 53d overdue | Pending | May 19, 2023 |
| 18195407 | PARALLEL PROCESSING OF MULTIPLE LOOPS WITH LOADS AND STORES | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Non-Final OA | 8d overdue | Pending | May 10, 2023 |
| 18137471 | BATTERY PERFORMANCE TRACKING ACROSS BATTERY CELLS | Reon Technology, Inc. | LAU, TUNG S | 2857 | §103 | Final Rejection | 17d overdue | Pending | Apr 21, 2023 |
| 18100627 | ECOMMERCE PURCHASE WITHIN A SHORT-FORM VIDEO ENVIRONMENT | Loop Now Technologies, Inc. | LEVINE, ADAM L | 3689 | §102 | Final Rejection | 4d overdue | Pending | Jan 24, 2023 |
| 18099288 | INTRAORAL ELECTRONIC SENSING FOR HEALTH MONITORING | Augmental Technologies Inc. | MOSS, JAMES R | 3792 | §103 | Final Rejection | 5d | Pending | Jan 20, 2023 |
| 17980600 | SOFTWARE-DEFINED MODULAR ENERGY SYSTEM DESIGN AND OPERATION | Energy Internet Corporation | ALAM, ROKEYA SHAWALI | 2118 | §103 | Non-Final OA | 15d | Pending | Nov 04, 2022 |
| 17879827 | PARALLEL PROCESSING ARCHITECTURE SUPPORTING MULTICYCLE ATOMIC OPERATIONS | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Final Rejection | 19d overdue | Pending | Aug 03, 2022 |
| 17840689 | PARALLEL PROCESSING ARCHITECTURE USING DISTRIBUTED REGISTER FILES | Ascenium, Inc. | WHEATON, BRADFORD F | 2193 | §103 | Final Rejection | 26d overdue | Pending | Jun 15, 2022 |
| 17704056 | PARALLEL PROCESSING ARCHITECTURE USING SPECULATIVE ENCODING | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Final Rejection | 19d overdue | Pending | Mar 25, 2022 |
| 17526003 | HIGHLY PARALLEL PROCESSING ARCHITECTURE WITH COMPILER | Ascenium, Inc. | KIM, SISLEY NAHYUN | 2196 | §103 | Non-Final OA | 16d overdue | Pending | Nov 15, 2021 |
| 17500990 | PARALLEL PROCESSING ARCHITECTURE WITH BACKGROUND LOADS | Ascenium, Inc. | HUISMAN, DAVID J | 2183 | §103 | Final Rejection | 104d overdue | Pending | Oct 14, 2021 |
| 17482501 | NEURAL NETWORK TRAINING WITH BIAS MITIGATION | Affectiva, Inc. | MAIDO, MAGGIE T | 2129 | §103 | Non-Final OA | 111d overdue | Pending | Sep 23, 2021 |
| 17235233 | DIFFRACTIVE OPTICAL ELEMENT WITH COLLIMATOR FUNCTION | Magik Eye Inc. | NASER, SANJIDA IFFAT | 3645 | §103 | Non-Final OA | 36d overdue | Pending | Apr 20, 2021 |
| 17149829 | DISTANCE MEASUREMENTS INCLUDING SUPPLEMENTAL ACCURACY DATA | Magik Eye Inc. | GARBER, ERIN R | 2878 | §103 | Non-Final OA | 3d overdue | Pending | Jan 15, 2021 |
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