Prosecution Insights
Prosecution Insights
62 pending office actions • 32 art units • 61 examiners • 0 of 62 (0%) have an AI response strategy ready • 139 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 12 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. 12 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 + other | 10 (16%) |
| §103 only | 24 (39%) |
| §102 only | 2 (3%) |
| §112 only | 1 (2%) |
| Double-patenting only | 5 (8%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 19 (31%) |
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 |
|---|---|---|---|
| TANG, MICHAEL XUEFEI | 2 | 83.3% | +19.4% |
| TRAN, BINH Q | 1 | 88.1% | +6.7% |
| GILKEY, CARRIE STRODER | 1 | 16.0% | +33.8% |
| DOYLE, BENJAMIN C | 1 | 68.3% | +39.0% |
| ADJAGBE, MAXIME M | 1 | 84.1% | +9.7% |
| WILLIAMS, MARK A | 1 | 77.7% | +13.1% |
| DANG, DUY M | 1 | 91.1% | +6.3% |
| DIAZ, MIGUEL ANGEL | 1 | 79.6% | +12.0% |
| DELEON, DARIO ANTONIO | 1 | 63.4% | +33.3% |
| TRPISOVSKY, JOSEPH F | 1 | 70.0% | +20.0% |
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 |
|---|---|---|---|
| 18877199 | METHODS AND SYSTEMS FOR DETECTING BULLYING IN REAL TIME USING ARTIFICIAL INTELLIGENCE | DANG, DUY M | — |
| 18663723 | BUILDING DIGITAL TWIN SYSTEM FOR BUILDING HEALTH | TANG, MICHAEL XUEFEI | — |
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 |
|---|---|---|---|
| 15446256 | Building Asset Management System | CAREY, FORREST L | 146d overdue |
| 18938927 | SYSTEMS AND METHODS FOR USE OF AUTONOMOUS ROBOTS FOR BLIND SPOT COVERAGE | BUI, NHI QUYNH | 50d overdue |
| 18817055 | COMPREHENSIVE SITE TIMELINE WITH OVERLAY OF INSTALL AND SERVICE ACTIVITIES | SWARTZ, STEPHEN S | 10d overdue |
| 18677658 | BUILDING MANAGEMENT SYSTEM WITH BUILDING EQUIPMENT SERVICING | SHAIKH, ZEESHAN MAHMOOD | 4d overdue |
| 18969062 | FACIAL RECOGNITION FRICTIONLESS ACCESS CONTROL | WU, ZHEN Y | 20d |
| 18805381 | AUGMENTED REALITY OVERLAY AND MAP ON MOBILE VIDEO MANAGEMENT SYSTEM | VELAZQUEZ VALENCI, AMELIA NMN | 28d |
| 18731877 | Gunshot Detection System with Encrypted, Wireless Transmission | WOLDEMARIAM, NEGA | 76d |
| 19106601 | MUFFLER AND REFRIGERATING SYSTEM COMPRISING MUFFLER | TRAN, BINH Q | — |
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 |
|---|---|---|---|
| 19376595 | TREND ANALYSIS AND DATA MANAGEMENT SYSTEM FOR TEMPERATURE, PRESSURE, AND HUMIDITY COMPLIANCE | GILKEY, CARRIE STRODER | — |
| 19160768 | OIL CONDUIT SYSTEM FOR HVAC&R SYSTEM | DOYLE, BENJAMIN C | — |
| 19175845 | UNIVERSAL LOCKING APPARATUS, SYSTEM, AND METHODS OF USE | WILLIAMS, MARK A | — |
| 18876117 | COMPRESSOR SYSTEM FOR HEATING, VENTILATION, AIR CONDITIONING, AND/OR REFRIGERATION SYSTEM | DIAZ, MIGUEL ANGEL | — |
| 18876128 | COMPRESSOR SYSTEM FOR HVAC&R SYSTEM | DELEON, DARIO ANTONIO | — |
| 18874071 | PRE-SUBCOOLER FOR A CONDENSER | TRPISOVSKY, JOSEPH F | — |
| 18785325 | BUILDING AUTOMATION SYSTEM WITH EDGE DEVICE LOCAL CONFIGURATION | TANG, MICHAEL XUEFEI | — |
| 18663723 | BUILDING DIGITAL TWIN SYSTEM FOR BUILDING HEALTH | TANG, MICHAEL XUEFEI | — |
| Art Unit | Apps |
|---|---|
| 2685 | 4 |
| 3625 | 3 |
| 3746 | 2 |
| 3656 | 2 |
| 3763 | 2 |
| 2115 | 2 |
| 3629 | 2 |
| 3626 | 1 |
| 3745 | 1 |
| 3675 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19106601 | MUFFLER AND REFRIGERATING SYSTEM COMPRISING MUFFLER | TRAN, BINH Q | 3746 | §101§102§103 | Non-Final OA | — | Pending | Dec 16, 2025 |
| 19376595 | TREND ANALYSIS AND DATA MANAGEMENT SYSTEM FOR TEMPERATURE, PRESSURE, AND HUMIDITY COMPLIANCE | GILKEY, CARRIE STRODER | 3626 | §101§103§112 | Non-Final OA | — | Pending | Oct 31, 2025 |
| 19160768 | OIL CONDUIT SYSTEM FOR HVAC&R SYSTEM | DOYLE, BENJAMIN C | 3746 | §102§103§112 | Non-Final OA | — | Pending | Aug 28, 2025 |
| 19141278 | COMPRESSOR FOR HVAC&R SYSTEM | ADJAGBE, MAXIME M | 3745 | §102§103 | Non-Final OA | — | Pending | Jun 19, 2025 |
| 19175845 | UNIVERSAL LOCKING APPARATUS, SYSTEM, AND METHODS OF USE | WILLIAMS, MARK A | 3675 | §102§103 | Non-Final OA | — | Pending | Apr 10, 2025 |
| 18877199 | METHODS AND SYSTEMS FOR DETECTING BULLYING IN REAL TIME USING ARTIFICIAL INTELLIGENCE | DANG, DUY M | 2668 | §103 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18876117 | COMPRESSOR SYSTEM FOR HEATING, VENTILATION, AIR CONDITIONING, AND/OR REFRIGERATION SYSTEM | DIAZ, MIGUEL ANGEL | — | §102 | Non-Final OA | — | Pending | Dec 17, 2024 |
| 18876128 | COMPRESSOR SYSTEM FOR HVAC&R SYSTEM | DELEON, DARIO ANTONIO | — | §102§103§112 | Non-Final OA | — | Pending | Dec 17, 2024 |
| 18874071 | PRE-SUBCOOLER FOR A CONDENSER | TRPISOVSKY, JOSEPH F | — | §102 | Non-Final OA | — | Pending | Dec 11, 2024 |
| 18974601 | ENERGY EFFICIENT HEAT PUMP WITH FLOW REGULATION SYSTEM | FURDGE, LARRY L | — | DP | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18969062 | FACIAL RECOGNITION FRICTIONLESS ACCESS CONTROL | WU, ZHEN Y | 2685 | §102§103 | Final Rejection | 20d | Pending | Dec 04, 2024 |
| 18967434 | SYSTEM AND METHOD FOR CONTROLLING SURVEILLANCE CAMERAS | BRUMFIELD, SHANIKA M | 2487 | §103§112Other | Final Rejection | — | Pending | Dec 03, 2024 |
| 18961373 | DATA CENTER HVAC SYSTEM WITH HYBRID THERMAL CONTROL | SAAVEDRA, EMILIO J | 2117 | §103 | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18946620 | SYSTEMS AND METHODS FOR RANDOMIZED AUTONOMOUS ROBOT SECURITY APPLICATIONS | AZHAR, ARSLAN | 3656 | DP | Final Rejection | — | Pending | Nov 13, 2024 |
| 18938927 | SYSTEMS AND METHODS FOR USE OF AUTONOMOUS ROBOTS FOR BLIND SPOT COVERAGE | BUI, NHI QUYNH | 3656 | §103§112Other | Final Rejection | 50d overdue | Pending | Nov 06, 2024 |
| 18930971 | SYSTEMS AND METHODS OF DEVICE PROVISIONING FOR BUILDING MANAGEMENT SYSTEMS | IDOWU, OLUGBENGA O | 2494 | §103 | Final Rejection | — | Pending | Oct 29, 2024 |
| 18927135 | DISTRIBUTED MACHINE LEARNING MODEL RESOURCE ALLOCATION FOR BUILDING MANAGEMENT SYSTEMS | DYER, ANDREW R | — | §102§103Other | Non-Final OA | — | Pending | Oct 25, 2024 |
| 18924537 | TECHNIQUES FOR DETECTING A THREE-DIMENSIONAL FACE IN FACIAL RECOGNITION | BRANDT, CHRISTOPHER M | — | DP | Non-Final OA | — | Pending | Oct 23, 2024 |
| 18902766 | REPEATER MODULE AND METHODS FOR A BUILDING NETWORK | KING, CURTIS J | 2685 | §103 | Final Rejection | — | Pending | Sep 30, 2024 |
| 18900413 | CENTRAL PLANT SYSTEM WITH AUTOMATED SYSTEM CURVES CALIBRATION FOR PUMPS | HARTMAN JR, RONALD D | — | §102§103 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18900553 | BUILDING HVAC SYSTEM WITH MODEL CALIBRATION | CHOI, ALICIA M | — | §103 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18900359 | CONTROL SYSTEM FOR HVAC BLOWER | BRADFORD, JONATHAN | 3763 | §112 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18890375 | INTEGRATED SERVICE PLATFORM | WOODWORTH, II, ALLAN J | 3622 | §101§102§103 | Non-Final OA | — | Pending | Sep 19, 2024 |
| 18830158 | SYSTEM, METHOD, AND APPARATUS FOR AUTOMATED VALIDATION CHECKS OF LICENSE PLATE RECOGNITION SYSTEM AT PARKING FACILITY | CHOI, TIMOTHY WING HO | — | §101§103 | Non-Final OA | — | Pending | Sep 10, 2024 |
| 18827532 | SYSTEMS AND METHODS TO AUTOMATE SECURITY ASSETS DISCOVERY AND ONBOARDING | WILCOX, JAMES J | 2439 | §103 | Final Rejection | — | Pending | Sep 06, 2024 |
| 18825841 | CONTROL SYSTEM WITH AUTOMATIC TRAINING DATA SELECTION FOR ONLINE SYSTEM IDENTIFICATION | CARTER, CHRISTOPHER W | — | DP | Non-Final OA | — | Pending | Sep 05, 2024 |
| 18819462 | SYSTEMS AND METHODS OF MACHINE LEARNING MODEL RULES GENERATOR FOR BUILDING MANAGEMENT SYSTEMS | TRIEU, VAN THANH | 2685 | §103 | Final Rejection | 29d | Pending | Aug 29, 2024 |
| 18817055 | COMPREHENSIVE SITE TIMELINE WITH OVERLAY OF INSTALL AND SERVICE ACTIVITIES | SWARTZ, STEPHEN S | 3625 | §101§103 | Non-Final OA | 10d overdue | Pending | Aug 27, 2024 |
| 18807479 | BUILDING MANAGEMENT SYSTEM WITH CONTROL APPLICATION GENERATION | LU, HUA | — | §103 | Non-Final OA | — | Pending | Aug 16, 2024 |
| 18805381 | AUGMENTED REALITY OVERLAY AND MAP ON MOBILE VIDEO MANAGEMENT SYSTEM | VELAZQUEZ VALENCI, AMELIA NMN | 2612 | §102§103 | Final Rejection | 28d | Pending | Aug 14, 2024 |
| 18797224 | MODULAR CONTROLLER FOR A BUILDING MANAGEMENT SYSTEM | CORTES, HOWARD | — | §102§103 | Non-Final OA | — | Pending | Aug 07, 2024 |
| 18785325 | BUILDING AUTOMATION SYSTEM WITH EDGE DEVICE LOCAL CONFIGURATION | TANG, MICHAEL XUEFEI | — | §103§112 | Non-Final OA | — | Pending | Jul 26, 2024 |
| 18785557 | SYSTEMS AND METHODS OF MAINTAINING USER-SPECIFIC CONTEXT INFORMATION FOR CONVERSATIONAL INTERFACES FOR BUILDING MANAGEMENT SYSTEMS | TITCOMB, WILLIAM D | — | §102§103 | Non-Final OA | — | Pending | Jul 26, 2024 |
| 18775991 | BUILDING SYSTEM WITH STRING MAPPING BASED ON CLUSTERING | COLLINS, GARY | — | DP | Non-Final OA | — | Pending | Jul 17, 2024 |
| 18774751 | CENTRAL PLANT WITH ASSET ALLOCATOR | ABOUZAHRA, REHAM K | 3625 | §103 | Final Rejection | — | Pending | Jul 16, 2024 |
| 18774706 | EDGE COMPUTING PLATFORM | MUI, WEI YUN | 2191 | §103 | Non-Final OA | — | Pending | Jul 16, 2024 |
| 18773223 | BUILDING MANAGEMENT SYSTEM WITH INTEGRATED ENTITY MANAGEMENT | MA, KAM WAN | 2688 | §103 | Final Rejection | — | Pending | Jul 15, 2024 |
| 18771622 | RISK MONITORING SYSTEM WITH SYNTHETIC TRAINING IMAGE GENERATION AND BLENDING USING GENERATIVE ARTIFICIAL INTELLIGENCE | ZALALEE, SULTANA MARCIA | 2614 | §103 | Final Rejection | 14d | Pending | Jul 12, 2024 |
| 18757458 | CAMERA OPERATION VERIFICATION SYSTEM AND METHOD | TRAN, TRANG U | 2422 | §103 | Non-Final OA | — | Pending | Jun 27, 2024 |
| 18731877 | Gunshot Detection System with Encrypted, Wireless Transmission | WOLDEMARIAM, NEGA | 2407 | §102§103 | Final Rejection | 76d | Pending | Jun 03, 2024 |
| 18677664 | BUILDING MANAGEMENT SYSTEM WITH BUILDING EQUIPMENT SERVICING | PATEL, DHRUVKUMAR | — | §103 | Non-Final OA | — | Pending | May 29, 2024 |
| 18677658 | BUILDING MANAGEMENT SYSTEM WITH BUILDING EQUIPMENT SERVICING | SHAIKH, ZEESHAN MAHMOOD | 2658 | §101§103 | Final Rejection | 4d overdue | Pending | May 29, 2024 |
| 18663780 | BUILDING MANAGEMENT SYSTEM WITH PLANT SIMULATION GENERATION | LIN, JASON | — | §103 | Non-Final OA | — | Pending | May 14, 2024 |
| 18664186 | BUILDING MANAGEMENT SYSTEM WITH BUILDING LIFECYCLE WORKFLOW APPLCATION | BOYCE, ANDRE D | 3623 | §101§102§103 | Final Rejection | — | Pending | May 14, 2024 |
| 18663723 | BUILDING DIGITAL TWIN SYSTEM FOR BUILDING HEALTH | TANG, MICHAEL XUEFEI | 2115 | §103 | Non-Final OA | — | Pending | May 14, 2024 |
| 18661057 | MACHINE LEARNING ARCHITECTURES FOR BUILDING MANAGEMENT SYSTEM WITH BUILDING EQUIPMENT SERVICING | AZAD, MD ABUL K | — | §103§112Other | Non-Final OA | — | Pending | May 10, 2024 |
| 18649716 | SYSTEMS AND METHODS FOR VIRTUAL COMMISSIONING OF BUILDING MANAGEMENT SYSTEMS | ERDMAN, CHAD G | 2199 | §103§112DP | Non-Final OA | — | Pending | Apr 29, 2024 |
| 18641658 | BUILDING MANAGEMENT SYSTEM WITH ZERO CLICK DATA CENTER HEATMAP | BELOUSOV, ANDREY | 2172 | §102§103 | Final Rejection | — | Pending | Apr 22, 2024 |
| 18633086 | BUILDING MANAGEMENT SYSTEM WITH GENERATIVE AI-BASED AUTOMATED MAINTENANCE SERVICE SCHEDULING AND MODIFICATION | SITTNER, MATTHEW T | 3629 | §101§103 | Non-Final OA | — | Pending | Apr 11, 2024 |
| 18633068 | BUILDING MANAGEMENT SYSTEM WITH GENERATIVE AI-BASED COUPLING OF UNSTRUCTURED SERVICE DATA TO OTHER INPUT / OUTPUT DATA SOURCES AND ANALYTICS | BOOKER, KELVIN | 2119 | §101§112 | Non-Final OA | — | Pending | Apr 11, 2024 |
| 18625652 | MULTI-POSE MOUNTING BRACKET | ASMAT UCEDA, MARTIN ANTONIO | — | §103 | Non-Final OA | — | Pending | Apr 03, 2024 |
| 18616781 | AUTOMATED ANIMAL DETECTION AND RESPONSE | WILSON, BRIAN P | 2689 | §103 | Final Rejection | 84d | Pending | Mar 26, 2024 |
| 18695787 | VIBRATION FREQUENCY ADJUSTMENT SYSTEM | BURCH, MELODY M | — | §103 | Non-Final OA | — | Pending | Mar 26, 2024 |
| 18608391 | REMOTE DEVICE INTEGRATOR FOR FIRE ALARM CONTROL PANEL DEVICE LOOP | BURGDORF, STEPHEN R | 2685 | §103 | Final Rejection | 70d | Pending | Mar 18, 2024 |
| 18586691 | HVAC CONTROLLER WITH INTEGRATED AIRSIDE AND WATERSIDE CONTROL | POUDEL, SANTOSH RAJ | 2115 | §102§103 | Final Rejection | — | Pending | Feb 26, 2024 |
| 18581678 | SMOKE DETECTOR UNIT | UNDERWOOD, JARREAS C | 2877 | §103 | Non-Final OA | 22d | Pending | Feb 20, 2024 |
| 18441909 | FAN MOUNTING ASSEMBLY SYSTEMS AND METHODS | GIORDANO, MICHAEL JAMES | 3762 | §103 | Non-Final OA | — | Pending | Feb 14, 2024 |
| 18223330 | BUILDINGS WITH PRIORITIZED SUSTAINABLE INFRASTRUCTURE | MEINECKE DIAZ, SUSANNA M | 3625 | §103 | Non-Final OA | — | Pending | Jul 18, 2023 |
| 18207544 | LOW CHARGE CHILLER AND FREE COOLING | MYERS, KEITH STANLEY | 3763 | §103 | Non-Final OA | — | Pending | Jun 08, 2023 |
| 17692014 | MULTI-STAGE THERMAL MANAGEMENT SYSTEMS AND METHODS | AHMED, ISTIAQUE | 2116 | §102§103 | Final Rejection | — | Pending | Mar 10, 2022 |
| 15707135 | Method and Apparatus for Cloud Based Predictive Service Scheduling and Evaluation | SANTOS-DIAZ, MARIA C | 3629 | §101§103§112 | Non-Final OA | — | Pending | Sep 18, 2017 |
| 15446256 | Building Asset Management System | CAREY, FORREST L | 2491 | §103§112 | Final Rejection | 146d overdue | Pending | Mar 01, 2017 |
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