Prosecution Insights
Prosecution Insights
Technology area: Computing & Software
49 pending office actions • 1 client • 49 examiners • 32 art units • 0 of 49 (0%) have an AI response strategy ready
ONYX IP GROUP, PLLC specializes in Computing & Software, with a total of 234 career applications. The firm has a resolved allowance rate of 97.85 percent.
The firm currently manages 36 pending office actions and averages 2.86 office actions per allowance. This average of 2.86 suggests the typical path to allowance for the firm's 234 career applications.
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 only | 2 (4%) |
| §101 + other | 9 (18%) |
| §103 only | 23 (47%) |
| §112 only | 1 (2%) |
| Multi-statute (no §101) | 14 (29%) |
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 |
|---|---|---|---|
| THERKORN, ERICA GERALDINE | 1 | 100.0% | +0.0% |
| REYES, REGINALD R | 1 | 41.0% | +31.9% |
| HOANG, HAN DINH | 1 | 75.0% | +17.7% |
| RAHMAN, SM AZIZUR | 1 | 88.5% | +17.7% |
| USSERY, CAIDEN ALEXANDER | 1 | 50.0% | +100.0% |
| WONG, NANCI N | 1 | 87.2% | +22.5% |
| SOFRONIOU, MICHAEL MARIO | 1 | 100.0% | +0.0% |
| SARWAR, BABAR | 1 | 85.7% | +19.7% |
| VON VOLKENBURG, KEITH ALLEN | 1 | 76.9% | +28.3% |
| VU, TOAN H | 1 | 77.4% | +20.4% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19059254 | EXTENDED REALITY QUALITY CONTROL PLATFORM | THERKORN, ERICA GERALDINE | — |
| 18991223 | AUTHENTICATING FIRMWARE CODE LEVELS ASSOCIATED WITH INSTRUCTIONS | RAHMAN, SM AZIZUR | — |
| 18935411 | COMPUTER-BASED ORCHESTRATION OF AUTONOMOUS VEHICLE MOVEMENT | SARWAR, BABAR | — |
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 |
|---|---|---|---|
| 18525962 | BLOCKING ACCESS TO HIGH TEMPERATURE COMPONENTS | HAUGHTON, ANTHONY MICHAEL | 32d overdue |
| 18499366 | PRIORITIZATION OF CALL HOME DATA | CHU, GABRIEL L | 26d overdue |
| 18442083 | APPLICATION SETTING SHARING | MALIK, ZEERICK ASIM | 10d overdue |
| 17704674 | REDUCED LOGIC CONVERSION OF BINARY INTEGERS TO BINARY CODED DECIMALS | BUI, KENNY KIM | 20d |
| 18650384 | ON-DIE CONTROL FOR ACTIVE INTERPOSER VOLTAGE REGULATION | SHAW, LAUREN ASHLEY | 30d |
| 18756002 | SOCKET DOWNSTOP CREEP DETECTION WITH IN-LINE ELECTRICAL MEASUREMENTS | NAVARRO, HUGO IVAN | 36d |
| 18753616 | VOLTAGE DROP DETECTION IN A POWER GRID ON AN INTEGRATED CIRCUIT | MONSUR, NASIMA | 61d |
| 19032053 | OCCUPATIONAL STRESS MANAGEMENT USING DIGITAL HUMANS AND HUMAN-COMPUTER INTERACTIONS | REYES, REGINALD R | — |
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 |
|---|---|---|---|
| 19032053 | OCCUPATIONAL STRESS MANAGEMENT USING DIGITAL HUMANS AND HUMAN-COMPUTER INTERACTIONS | REYES, REGINALD R | — |
| 19009223 | HANDWRITING RECOGNITION USING EXTRACTED TRAJECTORY INFORMATION | HOANG, HAN DINH | — |
| 18991223 | AUTHENTICATING FIRMWARE CODE LEVELS ASSOCIATED WITH INSTRUCTIONS | RAHMAN, SM AZIZUR | — |
| 18991310 | FACILITATING COMMUNICATION AMONG AVATARS IN A VIRTUAL ENVIRONMENT | USSERY, CAIDEN ALEXANDER | — |
| 18982675 | METHOD TO PERFORM ADAPTER SNOOP IN HARDWARE USING SPLIT STRUCTURE CACHE FOR SNOOP DATA CONSTRUCTS | WONG, NANCI N | — |
| 18935411 | COMPUTER-BASED ORCHESTRATION OF AUTONOMOUS VEHICLE MOVEMENT | SARWAR, BABAR | — |
| 18934197 | VEHICLE EVENT DETECTION BASED ON LEVEL OF COMPLEXITY OF EVENTS | VON VOLKENBURG, KEITH ALLEN | — |
| 18895213 | DATA ASSESSMENT DOCUMENT GENERATION | VU, TOAN H | — |
| Client (Assignee) | Pending OAs |
|---|---|
| IBM | 49 |
| Art Unit | Apps |
|---|---|
| 2114 | 3 |
| 2661 | 2 |
| 2137 | 2 |
| 2858 | 2 |
| 2175 | 2 |
| 3763 | 2 |
| 2192 | 2 |
| 2618 | 1 |
| 3684 | 1 |
| 2434 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19059254 | EXTENDED REALITY QUALITY CONTROL PLATFORM | International Business Machines Corporation | THERKORN, ERICA GERALDINE | 2618 | §103 | Non-Final OA | — | Pending | Feb 20, 2025 |
| 19032053 | OCCUPATIONAL STRESS MANAGEMENT USING DIGITAL HUMANS AND HUMAN-COMPUTER INTERACTIONS | International Business Machines Corporation | REYES, REGINALD R | 3684 | §101 | Final Rejection | — | Pending | Jan 18, 2025 |
| 19009223 | HANDWRITING RECOGNITION USING EXTRACTED TRAJECTORY INFORMATION | International Business Machines Corporation | HOANG, HAN DINH | 2661 | §103 | Non-Final OA | — | Pending | Jan 03, 2025 |
| 18991223 | AUTHENTICATING FIRMWARE CODE LEVELS ASSOCIATED WITH INSTRUCTIONS | International Business Machines Corporation | RAHMAN, SM AZIZUR | 2434 | §103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18991310 | FACILITATING COMMUNICATION AMONG AVATARS IN A VIRTUAL ENVIRONMENT | International Business Machines Corporation | USSERY, CAIDEN ALEXANDER | 2611 | §103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18982675 | METHOD TO PERFORM ADAPTER SNOOP IN HARDWARE USING SPLIT STRUCTURE CACHE FOR SNOOP DATA CONSTRUCTS | International Business Machines Corporation | WONG, NANCI N | 2137 | §103§112 | Non-Final OA | — | Pending | Dec 16, 2024 |
| 18959600 | PROBABILISTIC FEATURE MATCHING IN IMAGES | International Business Machines Corporation | SOFRONIOU, MICHAEL MARIO | 2661 | §102§103§112 | Non-Final OA | — | Pending | Nov 25, 2024 |
| 18935411 | COMPUTER-BASED ORCHESTRATION OF AUTONOMOUS VEHICLE MOVEMENT | International Business Machines Corporation | SARWAR, BABAR | 3667 | §103 | Non-Final OA | — | Pending | Nov 01, 2024 |
| 18934197 | VEHICLE EVENT DETECTION BASED ON LEVEL OF COMPLEXITY OF EVENTS | International Business Machines Corporation | VON VOLKENBURG, KEITH ALLEN | 3665 | §103 | Final Rejection | — | Pending | Oct 31, 2024 |
| 18895213 | DATA ASSESSMENT DOCUMENT GENERATION | International Business Machines Corporation | VU, TOAN H | 2178 | §102§103 | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18756002 | SOCKET DOWNSTOP CREEP DETECTION WITH IN-LINE ELECTRICAL MEASUREMENTS | International Business Machines Corporation | NAVARRO, HUGO IVAN | 2858 | §103§112 | Non-Final OA | 36d | Pending | Jun 27, 2024 |
| 18753616 | VOLTAGE DROP DETECTION IN A POWER GRID ON AN INTEGRATED CIRCUIT | International Business Machines Corporation | MONSUR, NASIMA | 2858 | §102§103§112 | Final Rejection | 61d | Pending | Jun 25, 2024 |
| 18660429 | AUTOMATED ON-DEMAND OCCUPANT ENVIRONMENT MODULATION IN A DATA CENTER | International Business Machines Corporation | NGUYEN, VAN H | §101§103 | Non-Final OA | — | Pending | May 10, 2024 | |
| 18652449 | POWER SUPPLY CONFIGURATION BASED POWER CAPPING | International Business Machines Corporation | CLEARY, THOMAS J | 2175 | §103 | Final Rejection | — | Pending | May 01, 2024 |
| 18650384 | ON-DIE CONTROL FOR ACTIVE INTERPOSER VOLTAGE REGULATION | International Business Machines Corporation | SHAW, LAUREN ASHLEY | 2838 | §102§103 | Final Rejection | 30d | Pending | Apr 30, 2024 |
| 18646921 | EDGE DATA CENTER WITH INTEGRATED GEOTHERMAL COOLING | International Business Machines Corporation | SUL, STEPHEN SANGJIN | 2835 | §103 | Final Rejection | 22d | Pending | Apr 26, 2024 |
| 18643616 | TWO-STAGE PROCESSOR VOLTAGE REGULATION | International Business Machines Corporation | CHAN, DANNY | 2175 | §103 | Non-Final OA | — | Pending | Apr 23, 2024 |
| 18635109 | DATA-FREE KNOWLEDGE DISTILLATION FOR TEXT CLASSIFICATION | International Business Machines Corporation | KIM, DAVID | §103 | Non-Final OA | — | Pending | Apr 15, 2024 | |
| 18625805 | COMPUTE RESOURCE ALLOCATION FOR CHANNEL LOGIN ACTIVITY | International Business Machines Corporation | BARTELS, CHRISTOPHER A. | §103 | Non-Final OA | — | Pending | Apr 03, 2024 | |
| 18624245 | AUTOMATED TRAINING DATASET MODIFICATIONS TO BALANCE DATA VARIATION | International Business Machines Corporation | ASEGDEW, NATNAEL AREGA | §101§102§103 | Non-Final OA | — | Pending | Apr 02, 2024 | |
| 18622938 | DYNAMICALLY CHANGING CPU FEATURES OF VIRTUAL CENTRAL PROCESSING UNITS | International Business Machines Corporation | HUARACHA, WILLY W | §103§112 | Non-Final OA | — | Pending | Mar 30, 2024 | |
| 18592840 | RECONFIGURABLE TESTING OF AN INTEGRATED CIRCUIT | International Business Machines Corporation | TANG, RONG | 2111 | §103 | Non-Final OA | 56d | Pending | Mar 01, 2024 |
| 18442083 | APPLICATION SETTING SHARING | International Business Machines Corporation | MALIK, ZEERICK ASIM | 2193 | §101§103 | Final Rejection | 10d overdue | Pending | Feb 14, 2024 |
| 18430339 | CONFIDENCE-BASED EVENT GROUP MANAGEMENT, WORKFLOW EXPLOITATION AND ANOMALY DETECTION | International Business Machines Corporation | ALRIYASHI, ABDULKADER MOHAMED | 2447 | §103 | Non-Final OA | — | Pending | Feb 01, 2024 |
| 18414517 | MULTIPLE CHIP MODULE DIRECT ATTACH COOLING | International Business Machines Corporation | PHAN, AN BACH | 3763 | §102§103 | Final Rejection | — | Pending | Jan 17, 2024 |
| 18398322 | LARGE LANGUAGE MODEL CODE TRANSLATION ERROR DETECTION | International Business Machines Corporation | SOLTANZADEH, AMIR | 2191 | §103 | Non-Final OA | 7d | Pending | Dec 28, 2023 |
| 18397576 | CHECKING CODE COMPLETENESS WITH HAPAX LEGOMENON | International Business Machines Corporation | LEE, MARINA | 2192 | §101§102§103 | Non-Final OA | — | Pending | Dec 27, 2023 |
| 18397433 | COMBINATORIC CODE GENERATION FOR TRAINING ARTIFICIAL INTELLIGENCE SYSTEMS | International Business Machines Corporation | BUI, HANH THI MINH | 2192 | §103§112 | Non-Final OA | — | Pending | Dec 27, 2023 |
| 18536390 | CONTINUAL NEURAL NETWORK TRAINING IN AN EDGE COMPUTING ENVIRONMENT | International Business Machines Corporation | WENG, PEI YONG | §103 | Final Rejection | — | Pending | Dec 12, 2023 | |
| 18536977 | DEPLOYING A NEURAL NETWORK TO A NEW EDGE SERVER IN AN EDGE COMPUTING ENVIRONMENT | International Business Machines Corporation | HOANG, MICHAEL H | §103§112 | Non-Final OA | — | Pending | Dec 12, 2023 | |
| 18534922 | SWAPPING FROM AN ACTIVE ADDRESS SPACE TO A SHADOW ADDRESS SPACE | International Business Machines Corporation | CHU JOY, JORGE A | 2195 | §103 | Final Rejection | — | Pending | Dec 11, 2023 |
| 18531983 | SELECTIVE BREEDING FOR DIVERGENT NEURAL NETWORKS IN AN EDGE COMPUTING ENVIRONMENT | International Business Machines Corporation | XIA, XUYANG | §101§102§103 | Non-Final OA | — | Pending | Dec 07, 2023 | |
| 18532077 | DYNAMIC COMBINATORIAL TEST DESIGN MODELING | International Business Machines Corporation | RUSIN, KAYO LISA | 2114 | §102§103 | Non-Final OA | — | Pending | Dec 07, 2023 |
| 18526045 | DESIGNATION OF A SWAP CONTROL SYSTEM IN A GROUP OF PEERS WITHIN A COMPUTING CLUSTER | International Business Machines Corporation | LEE, ADAM | 2198 | §101§103 | Final Rejection | — | Pending | Dec 01, 2023 |
| 18525962 | BLOCKING ACCESS TO HIGH TEMPERATURE COMPONENTS | International Business Machines Corporation | HAUGHTON, ANTHONY MICHAEL | 2841 | §102§103 | Non-Final OA | 32d overdue | Pending | Dec 01, 2023 |
| 18526161 | LIFTING A FLOOR TILE OF A RAISED FLOOR | International Business Machines Corporation | MONTY, MARZIA T | 2117 | §112 | Non-Final OA | — | Pending | Dec 01, 2023 |
| 18526313 | SYNCHRONIZING MIDDLEWARE PROCESS EXECUTION ON MULTIPLE PLATFORMS WITH CALLBACK CAPABILITIES | International Business Machines Corporation | ANYA, CHARLES E | 2194 | §103 | Final Rejection | — | Pending | Dec 01, 2023 |
| 18517540 | OBSCURED LOCATION VERIFICATION | International Business Machines Corporation | LE, CANH | 2439 | §103 | Final Rejection | 8d | Pending | Nov 22, 2023 |
| 18509628 | COORDINATING AN UNPLANNED SWAP EVENT ACROSS MULTIPLE COMPUTING CLUSTERS | International Business Machines Corporation | PINGA, JASON MICHAEL | 2137 | §103 | Non-Final OA | — | Pending | Nov 15, 2023 |
| 18507196 | MODEL-BASED UPDATING OF CALL HOME DATA | International Business Machines Corporation | WHITESELL, AUDREY EMMA | 2114 | §101§103 | Final Rejection | — | Pending | Nov 13, 2023 |
| 18499366 | PRIORITIZATION OF CALL HOME DATA | International Business Machines Corporation | CHU, GABRIEL L | 2114 | §101§112 | Non-Final OA | 26d overdue | Pending | Nov 01, 2023 |
| 18361532 | METHOD OF PREDICTING FAILURE IN A CIRCUIT DESIGN CAUSED BY NOISE IMPACT | International Business Machines Corporation | AISAKA, BRYCE M | §103Other | Final Rejection | — | Pending | Jul 28, 2023 | |
| 18358232 | COMPLIANT COUNTER-FLOW COLD PLATE | International Business Machines Corporation | LANE, DEVON | 3763 | §103 | Non-Final OA | — | Pending | Jul 25, 2023 |
| 18342006 | PROVIDING DEDICATED MEMORY ASSIGNMENTS TO APPLICATIONS | International Business Machines Corporation | CAO, DIEM K | 2196 | §102§103 | Non-Final OA | — | Pending | Jun 27, 2023 |
| 18066665 | DETECTING X STATE TRANSITIONS BY MONITORING A SUBSET OF SIGNALS DETERMINED BASED ON A DEVICE STATE | International Business Machines Corporation | KHAN, IFTEKHAR A | 2187 | §103 | Final Rejection | — | Pending | Dec 15, 2022 |
| 17971841 | REAMING TOOL VACUUM ASSEMBLY | International Business Machines Corporation | GAY, JENNIFER HAWKINS | 3619 | §102§103 | Non-Final OA | — | Pending | Oct 24, 2022 |
| 17929305 | ANALYZING DIGITAL CONTENT TO DETERMINE UNINTENDED INTERPRETATIONS | International Business Machines Corporation | AZIMA, SHAGHAYEGH | 2671 | §103 | Final Rejection | 9d overdue | Pending | Sep 01, 2022 |
| 17704674 | REDUCED LOGIC CONVERSION OF BINARY INTEGERS TO BINARY CODED DECIMALS | International Business Machines Corporation | BUI, KENNY KIM | 2182 | §101§103§112 | Final Rejection | 20d | Pending | Mar 25, 2022 |
| 17073581 | ENSEMBLE MACHINE LEARNING MODEL | International Business Machines Corporation | STANDKE, ADAM C | 2129 | §101 | Non-Final OA | — | Pending | Oct 19, 2020 |
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