Technology area: Computing & Software
39 pending office actions • 1 client • 39 examiners • 31 art units • 0 of 39 (0%) have an AI response strategy ready • 1 patents granted in the last 365 days
ONYX IP GROUP, PLLC handles Computing & Software matters with 40 pending office actions and 244 career applications. The resolved allowance rate is 98.06%, which shows allowance in nearly all resolved applications under the supplied measure.
The practice records 2.83 office actions per allowance on average. That combination points to favorable resolved outcomes while still requiring active response work before allowance. The pending docket is large relative to the recorded application history, making prioritization and deadline control important for current matters.
Based on the USPTO statutory response window for each pending office action. 11 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. 11 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 (5%) |
| §101 + other | 8 (21%) |
| §103 only | 23 (59%) |
| Multi-statute (no §101) | 6 (15%) |
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 |
|---|---|---|---|
| TRACY JR., EDWARD | 1 | 76.5% | +38.4% |
| THERKORN, ERICA GERALDINE | 1 | 100.0% | +0.0% |
| REYES, REGINALD R | 1 | 40.9% | +31.5% |
| HOANG, HAN DINH | 1 | 75.8% | +19.0% |
| ESTRADA, JONATHAN ERIC | 1 | — | — |
| SARWAR, BABAR | 1 | 85.7% | +19.4% |
| NAVARRO, HUGO IVAN | 1 | 62.5% | +16.7% |
| MONSUR, NASIMA | 1 | 78.5% | +26.0% |
| NGUYEN, VAN H | 1 | 89.2% | +18.7% |
| CLEARY, THOMAS J | 1 | 72.8% | +15.7% |
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 |
|---|---|---|---|
| 19059254 | EXTENDED REALITY QUALITY CONTROL PLATFORM | THERKORN, ERICA GERALDINE | — |
| 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 |
|---|---|---|---|
| 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 |
| 19032053 | OCCUPATIONAL STRESS MANAGEMENT USING DIGITAL HUMANS AND HUMAN-COMPUTER INTERACTIONS | REYES, REGINALD R | — |
| 18660429 | AUTOMATED ON-DEMAND OCCUPANT ENVIRONMENT MODULATION IN A DATA CENTER | NGUYEN, VAN H | — |
| 18625323 | SUSTAINABLE MEMORY RECALL FOR NEURAL NETWORKS | LI, LIANG Y | — |
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 |
|---|---|---|---|
| 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 |
| 18915856 | Untitled | TRACY JR., EDWARD | — |
| 19032053 | OCCUPATIONAL STRESS MANAGEMENT USING DIGITAL HUMANS AND HUMAN-COMPUTER INTERACTIONS | REYES, REGINALD R | — |
| 19009223 | HANDWRITING RECOGNITION USING EXTRACTED TRAJECTORY INFORMATION | HOANG, HAN DINH | — |
| 18935411 | COMPUTER-BASED ORCHESTRATION OF AUTONOMOUS VEHICLE MOVEMENT | SARWAR, BABAR | — |
| 18660429 | AUTOMATED ON-DEMAND OCCUPANT ENVIRONMENT MODULATION IN A DATA CENTER | NGUYEN, VAN H | — |
| 18652449 | POWER SUPPLY CONFIGURATION BASED POWER CAPPING | CLEARY, THOMAS J | — |
| Client (Assignee) | Pending OAs |
|---|---|
| IBM | 39 |
| Art Unit | Apps |
|---|---|
| 2858 | 2 |
| 2175 | 2 |
| 2447 | 2 |
| 2122 | 2 |
| 2197 | 2 |
| 2193 | 2 |
| 2114 | 2 |
| 2656 | 1 |
| 2618 | 1 |
| 3684 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18915856 | Untitled | International Business Machines Corporation | TRACY JR., EDWARD | 2656 | §103 | Final Rejection | — | Pending | |
| 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 |
| 18934239 | CROSS-CLOUD VIRTUAL PRIVATE ENDPOINT | International Business Machines Corporation | ESTRADA, JONATHAN ERIC | 2451 | §103 | Final Rejection | — | Pending | Nov 01, 2024 |
| 18935411 | COMPUTER-BASED ORCHESTRATION OF AUTONOMOUS VEHICLE MOVEMENT | International Business Machines Corporation | SARWAR, BABAR | 3667 | §103 | Non-Final OA | — | Pending | Nov 01, 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 | §103 | 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 | 2199 | §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 | 2841 | §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 |
| 18626637 | HARDWARE DISTRIBUTION AND ENERGY EFFICIENT SCHEDULING USING DIGITAL EMISSIONS DATA | International Business Machines Corporation | TANG, KAREN C | 2447 | §103 | Final Rejection | 70d | Pending | Apr 04, 2024 |
| 18625323 | SUSTAINABLE MEMORY RECALL FOR NEURAL NETWORKS | International Business Machines Corporation | LI, LIANG Y | §101§103 | Non-Final OA | — | Pending | Apr 03, 2024 | |
| 18624245 | AUTOMATED TRAINING DATASET MODIFICATIONS TO BALANCE DATA VARIATION | International Business Machines Corporation | ASEGDEW, NATNAEL AREGA | 2122 | §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 | 2197 | §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 | Non-Final OA | 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 |
| 18398682 | USING CROSS-COMPILATION TO DETERMINE TRANSLATION ACCURACY OF ARTIFICIAL INTELLIGENCE GENERATED CODE | International Business Machines Corporation | WHEATON, BRADFORD F | 2193 | §103 | Non-Final OA | — | Pending | Dec 28, 2023 |
| 18536977 | DEPLOYING A NEURAL NETWORK TO A NEW EDGE SERVER IN AN EDGE COMPUTING ENVIRONMENT | International Business Machines Corporation | HOANG, MICHAEL H | 2122 | §103§112 | Non-Final OA | — | Pending | Dec 12, 2023 |
| 18536390 | CONTINUAL NEURAL NETWORK TRAINING IN AN EDGE COMPUTING ENVIRONMENT | International Business Machines Corporation | WENG, PEI YONG | 2141 | §103 | Final Rejection | — | 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 |
| 18532077 | DYNAMIC COMBINATORIAL TEST DESIGN MODELING | International Business Machines Corporation | RUSIN, KAYO LISA | 2114 | §103 | Non-Final OA | — | Pending | Dec 07, 2023 |
| 18531983 | SELECTIVE BREEDING FOR DIVERGENT NEURAL NETWORKS IN AN EDGE COMPUTING ENVIRONMENT | International Business Machines Corporation | XIA, XUYANG | 2143 | §101§102§103 | Non-Final OA | — | Pending | Dec 07, 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 | Non-Final OA | 8d | Pending | Nov 22, 2023 |
| 18507196 | MODEL-BASED UPDATING OF CALL HOME DATA | International Business Machines Corporation | WHITESELL, AUDREY EMMA | 2113 | §101§103 | Non-Final OA | — | 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 | 2851 | §103Other | Final Rejection | — | Pending | Jul 28, 2023 |
| 18342006 | PROVIDING DEDICATED MEMORY ASSIGNMENTS TO APPLICATIONS | International Business Machines Corporation | CAO, DIEM K | 2196 | §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 | Final Rejection | — | Pending | Oct 24, 2022 |
| 17929305 | ANALYZING DIGITAL CONTENT TO DETERMINE UNINTENDED INTERPRETATIONS | International Business Machines Corporation | AZIMA, SHAGHAYEGH | 2671 | §103 | Non-Final OA | 9d overdue | Pending | Sep 01, 2022 |
| 17812629 | PREVENTING JITTER IN HIGH PERFORMANCE COMPUTING SYSTEMS | International Business Machines Corporation | RIGGINS, ARI FAITH COLEMA | 2197 | §103 | Final Rejection | — | Pending | Jul 14, 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 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial84.0% of resolved applications prosecuted by Onyx Ip Group, Pllc were allowed, across 74 applications in USPTO records.
2.00 office actions per allowed application on average.
39 pending office actions as of October 2026, for 1 client, before 39 examiners in 31 art units.
