Prosecution Insights
Prosecution Insights
87 pending office actions • 9 clients • 80 examiners • 71 art units • 41 of 87 (47%) have an AI response strategy ready • 228 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 84 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. 84 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 | 12 (14%) |
| §103 only | 56 (64%) |
| §102 only | 10 (11%) |
| §112 only | 5 (6%) |
| No statute on record | 4 (5%) |
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 |
|---|---|---|---|
| OBISESAN, AUGUSTINE KUNLE | 2 | 63.7% | +22.4% |
| KANERVO, VIRPI H | 2 | 47.6% | +47.8% |
| CAI, WAYNE HUU | 2 | 79.4% | +16.3% |
| PATIDAR, SUDESH M | 2 | 79.5% | +41.6% |
| MERED, HABTE | 2 | 84.6% | +12.3% |
| FOLLANSBEE, KEITH TRAN-DANH | 2 | 63.5% | +18.6% |
| GRANT, GILBERT MUGARULA | 2 | 84.2% | +23.1% |
| BODDIE, WILLIAM | 1 | 26.5% | +24.3% |
| CRAVER, CHARLES R | 1 | 60.2% | +22.7% |
| TRAN, KHAI | 1 | 93.5% | +0.3% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 5 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18517771 | PATH SWITCHING | GRANT, GILBERT MUGARULA | 30d overdue |
| 18433602 | METHODS AND APPARATUSES FOR CODEBOOK-BASED UPLINK TRANSMISSION | MERED, HABTE | 29d overdue |
| 18440909 | BANDWIDTH BASED AND/OR SCENARIO BASED FEATURE SELECTION FOR HIGH LINE-OF-SIGHT/NON-LINE-OF-SIGHT CLASSIFICATION ACCURACY | MERED, HABTE | 1d overdue |
| 18560464 | TIME-RELATED NETWORK RESOURCE MANAGEMENT | GRANT, GILBERT MUGARULA | 16d |
| 18955572 | CONFIGURED GRANT OPERATIONS FOR USE WITH BEAMFORMING | TRAN, KHAI | 34d |
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 |
|---|---|---|---|
| 19039302 | DYNAMIC REFRESH RATE SWITCHING SYSTEM AND METHOD THEREOF | BODDIE, WILLIAM | 45d overdue |
| 18410658 | AVOIDING UNNECESSARY RADIO MEASUREMENT GAPS IN A NON-TERRESTRIAL NETWORK, AND RELATED DEVICES, METHODS AND COMPUTER PROGRAMS | POLLACK, MELVIN H | 45d overdue |
| 18190086 | CONSERVING COMPUTING RESOURCES DURING IDENTITY VALIDATION VIA A LAST USED ACCOUNT | QAYYUM, ZESHAN | 17d overdue |
| 18752736 | METHODS AND SYSTEMS FOR ENHANCING USER IDENTIFICATION USING TRANSACTION INFORMATION | ALVAREZ, RAQUEL | 16d overdue |
| 18691591 | TRIGGERING USER EQUIPMENT-SIDE MACHINE LEARNING MODEL UPDATE FOR MACHINE LEARNING-BASED POSITIONING | GHULAMALI, QUTBUDDIN | 15d overdue |
| 18420753 | VISUAL LOCALIZATION | DUFFY, CAROLINE TABANCAY | 8d overdue |
| 18178493 | AUTOMATICALLY MAINTAINING CONTENT DATA ON A COMPLIANCE PLATFORM | KRAISINGER, EMILY MARIE | 20d |
| 18747992 | PREDICTING WHETHER A TRANSACTION OF A DIGITAL CURRENCY STORED IN A BLOCKCHAIN IS FRAUDULENT | SHAH, BHAVIN D | 34d |
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 |
|---|---|---|---|
| 18622848 | CHAINING TRANSACTIONS FOR FRAUD PREVENTION | KANERVO, VIRPI H | 50d overdue |
| 18640812 | CROSS-PLATFORM RECORD MANAGEMENT USING A PEER-TO-PEER LINK SERVICE | KANERVO, VIRPI H | 49d overdue |
| 19039302 | DYNAMIC REFRESH RATE SWITCHING SYSTEM AND METHOD THEREOF | BODDIE, WILLIAM | 45d overdue |
| 19030002 | FACILITATING EFFICIENT MULTI-BEAM BEAM RECOVERY | CRAVER, CHARLES R | 38d overdue |
| 18517771 | PATH SWITCHING | GRANT, GILBERT MUGARULA | 30d overdue |
| 18433602 | METHODS AND APPARATUSES FOR CODEBOOK-BASED UPLINK TRANSMISSION | MERED, HABTE | 29d overdue |
| 18579393 | PHASE ERROR COMPENSATION FOR IOT OVER NTN | PATIDAR, SUDESH M | 22d overdue |
| 18772103 | DATA AGGREGATION IN A HIERARCHY FOR QUERY EXECUTION | OBISESAN, AUGUSTINE KUNLE | 9d overdue |
| Client (Assignee) | Pending OAs |
|---|---|
| Nokia | 43 |
| Microsoft | 25 |
| MASTERCARD INTERNATIONAL INCORPORATED | 11 |
| Tartan Aerial Sense Tech Private Limited | 2 |
| Swift Bridge Technologies (M) Sdn Bhd | 2 |
| VOCALINK LIMITED | 1 |
| Mastercard Asia/Pacific Pte. Ltd. | 1 |
| Modaviti | 1 |
| IB Lab | 1 |
| Art Unit | Apps |
|---|---|
| 2632 | 3 |
| 2411 | 3 |
| 2474 | 3 |
| 2642 | 3 |
| 3992 | 2 |
| 2156 | 2 |
| 3624 | 2 |
| 3691 | 2 |
| 2644 | 2 |
| 2415 | 2 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19039302 | DYNAMIC REFRESH RATE SWITCHING SYSTEM AND METHOD THEREOF | Microsoft Technology Licensing, LLC | BODDIE, WILLIAM | 2625 | Other | Non-Final OA | 45d overdue | AI Ready | Jan 28, 2025 |
| 19030002 | FACILITATING EFFICIENT MULTI-BEAM BEAM RECOVERY | Nokia Technologies Oy | CRAVER, CHARLES R | 3992 | §103 | Non-Final OA | 38d overdue | AI Ready | Jan 17, 2025 |
| 18955572 | CONFIGURED GRANT OPERATIONS FOR USE WITH BEAMFORMING | Nokia Technologies Oy | TRAN, KHAI | 2632 | §103 | Non-Final OA | 34d | AI Ready | Nov 21, 2024 |
| 18934199 | APPLICATION PROGRAMMING INTERFACE PROXY WITH BEHAVIOR SIMULATION | Microsoft Technology Licensing, LLC | KHAN, HASSAN ABDUR-RAHMAN | 2451 | §103 | Non-Final OA | 1d overdue | AI Ready | Oct 31, 2024 |
| 18931033 | ARTIFICIAL INTELLIGENCE WORKLOAD MIGRATION FOR PLANET-SCALE ARTIFICIAL INTELLIGENCE INFRASTRUCTURE SERVICE | Microsoft Technology Licensing, LLC | NGUYEN, ANH | 2458 | §103 | Non-Final OA | 33d | Pending | Oct 29, 2024 |
| 18925193 | TECHNIQUE FOR OPTIMIZING PCC RULES UPDATES FOR MULTIPLE PDU SESSIONS | Nokia Solutions and Networks Oy | NANO, SARGON N | 2443 | §102 | Non-Final OA | 35d | Pending | Oct 24, 2024 |
| 18898076 | NETWORK TRAFFIC DISTRIBUTION FOR A MULTI-ACCESS SESSION RELATED APPLICATIONS | Nokia Technologies Oy | JEAN, FRANTZ B | 2454 | §103 | Non-Final OA | 23d | AI Ready | Sep 26, 2024 |
| 18892272 | SPEECH DIALOG SYSTEM AND RECIPROCITY ENFORCED NEURAL RELATIVE TRANSFER FUNCTION ESTIMATOR | Microsoft Technology Licensing, LLC | AGAHI, DARIOUSH | 2656 | §103 | Non-Final OA | 48d | Pending | Sep 20, 2024 |
| 18884362 | APPARATUS, METHOD AND COMPUTER PROGRAM | Nokia Technologies Oy | RAZA, MUHAMMAD A | 2449 | §103 | Non-Final OA | 76d | Pending | Sep 13, 2024 |
| 18844047 | METHOD AND DEVICE FOR MONITORING OF NETWORK EVENTS | Vocalink Limited | WONG, ERIC TAK WAI | 3693 | §103 | Final Rejection | 22d | Pending | Sep 04, 2024 |
| 18773669 | AUTHENTICATION OF A TERMINAL ENTITY AND A MOVABLE NETWORK ENTITY | Nokia Technologies Oy | ZOUBAIR, NOURA | 2434 | §103 | Non-Final OA | 22d | AI Ready | Jul 16, 2024 |
| 18772103 | DATA AGGREGATION IN A HIERARCHY FOR QUERY EXECUTION | Microsoft Technology Licensing, LLC | OBISESAN, AUGUSTINE KUNLE | 2156 | §103 | Final Rejection | 9d overdue | AI Ready | Jul 12, 2024 |
| 18762607 | SERVER SYSTEM | Microsoft Technology Licensing, LLC | GUYTON, PHILIP A | 2113 | Other | Non-Final OA | 19d overdue | Pending | Jul 02, 2024 |
| 18752736 | METHODS AND SYSTEMS FOR ENHANCING USER IDENTIFICATION USING TRANSACTION INFORMATION | Mastercard International Incorporated | ALVAREZ, RAQUEL | 3622 | §101 | Final Rejection | 16d overdue | Pending | Jun 24, 2024 |
| 18747992 | PREDICTING WHETHER A TRANSACTION OF A DIGITAL CURRENCY STORED IN A BLOCKCHAIN IS FRAUDULENT | Mastercard International Incorporated | SHAH, BHAVIN D | 3694 | §101 | Final Rejection | 34d | Pending | Jun 19, 2024 |
| 18731104 | ENABLING CONSENT IN A GROUP COMMUNICATION WITH MULTIPLE LLM AGENTS | Microsoft Technology Licensing, LLC | MONIKANG, GEORGE C | 2692 | §102 | Non-Final OA | 49d overdue | Pending | May 31, 2024 |
| 18676500 | ADVANCED ML MODELS FOR ENTITY PERFORMANCE PREDICTION AND ENTITY CLASS ANALYSIS | Microsoft Technology Licensing, LLC | KOESTER, MICHAEL RICHARD | 3624 | §102 | Non-Final OA | — | Pending | May 28, 2024 |
| 18640812 | CROSS-PLATFORM RECORD MANAGEMENT USING A PEER-TO-PEER LINK SERVICE | Mastercard Asia/Pacific Pte. Ltd. | KANERVO, VIRPI H | 3691 | §103 | Final Rejection | 49d overdue | Pending | Apr 19, 2024 |
| 18622848 | CHAINING TRANSACTIONS FOR FRAUD PREVENTION | Mastercard International Incorporated | KANERVO, VIRPI H | 3691 | §103 | Final Rejection | 50d overdue | Pending | Mar 29, 2024 |
| 18695623 | TIMING ERROR GROUP REPORTING WITH ANGULAR VALIDITY INDICATION | Nokia Technologies Oy | TSE, YOUNG TOI | 2632 | §112 | Non-Final OA | 2d overdue | AI Ready | Mar 26, 2024 |
| 18617640 | ESTIMATING CROP GROWTH BASED ON INTERFEROMETRIC SYNTHETIC APERTURE RADAR | Microsoft Technology Licensing, LLC | KEUP, AIDAN JAMES | 2666 | §103 | Non-Final OA | 9d overdue | Pending | Mar 26, 2024 |
| 18614619 | IMAGE COMPRESSION | Microsoft Technology Licensing, LLC | RHIM, WOO CHUL | 2676 | §102 | Non-Final OA | 4d overdue | AI Ready | Mar 22, 2024 |
| 18612920 | METHOD, APPARATUS AND COMPUTER PROGRAM | Nokia Technologies Oy | NGUYEN, CHUONG M | 2411 | §103 | Non-Final OA | 33d | AI Ready | Mar 21, 2024 |
| 18693493 | PAGING | Nokia Technologies Oy | DIABY, MOUSTAPHA | 2683 | §103 | Non-Final OA | 21d | AI Ready | Mar 19, 2024 |
| 18693052 | APPARATUS COMPRISING AT LEAST ONE PROCESSOR | Nokia Technologies Oy | TRAN, PAUL THANH | 2465 | §103 | Non-Final OA | 40d | Pending | Mar 18, 2024 |
| 18691591 | TRIGGERING USER EQUIPMENT-SIDE MACHINE LEARNING MODEL UPDATE FOR MACHINE LEARNING-BASED POSITIONING | Nokia Technologies Oy | GHULAMALI, QUTBUDDIN | 2632 | §101 | Non-Final OA | 15d overdue | AI Ready | Mar 13, 2024 |
| 18592455 | SYNTHETIC CONTROLS FOR SURVIVAL DATA | Microsoft Technology Licensing, LLC | MERCHANT, SHAHID R | 3684 | §103 | Non-Final OA | 93d overdue | Pending | Feb 29, 2024 |
| 18687551 | CELL SWITCH HANDOVER | Nokia Technologies Oy | CAI, WAYNE HUU | 2644 | §103 | Non-Final OA | 3d overdue | AI Ready | Feb 28, 2024 |
| 18687544 | SMART REPEATING IN RADIO NETWORKS | Nokia Technologies Oy | BAIG, ADNAN | 2461 | §103 | Non-Final OA | 84d | Pending | Feb 28, 2024 |
| 18584980 | INTERFERENCE COORDINATION FOR AMBIENT DEVICE ILLUMINATION | Nokia Technologies Oy | PATIDAR, SUDESH M | 2415 | §103 | Non-Final OA | 9d | AI Ready | Feb 22, 2024 |
| 18443420 | MEASUREMENTS TO SUPPORT LOW POWER WUS | Nokia Technologies Oy | MARCELO, MELVIN C | 2463 | §112 | Non-Final OA | 6d | AI Ready | Feb 16, 2024 |
| 18443288 | GENERATIVE AI FOR EXPLAINABLE AI | Microsoft Technology Licensing, LLC | SINGH, SATWANT K | 2653 | §101 | Final Rejection | — | Pending | Feb 15, 2024 |
| 18440909 | BANDWIDTH BASED AND/OR SCENARIO BASED FEATURE SELECTION FOR HIGH LINE-OF-SIGHT/NON-LINE-OF-SIGHT CLASSIFICATION ACCURACY | Nokia Technologies Oy | MERED, HABTE | 2474 | §103 | Non-Final OA | 1d overdue | AI Ready | Feb 13, 2024 |
| 18439764 | REGISTERING COORDINATE FRAMES FOR MIXED REALITY | Microsoft Technology Licensing, LLC | ANSARI, TAHMINA N | 2674 | §103 | Non-Final OA | 60d overdue | AI Ready | Feb 12, 2024 |
| 18433602 | METHODS AND APPARATUSES FOR CODEBOOK-BASED UPLINK TRANSMISSION | Nokia Technologies Oy | MERED, HABTE | 2474 | §102 | Non-Final OA | 29d overdue | AI Ready | Feb 06, 2024 |
| 18430345 | INTERACTIVE SYSTEM AND METHOD FOR RECOMMENDING ONE OR MORE LIFESTYLE PRODUCTS | Modaviti Emarketing Private Limited | KANG, TIMOTHY J | 3689 | §103 | Final Rejection | 34d | Pending | Feb 01, 2024 |
| 18429324 | USER INTERFACE FOR AI-BASED TRADE INFORMATION AND RECOMMENDATIONS | Mastercard International Incorporated | NGUYEN, NGA B | 3625 | §112 | Non-Final OA | 44d overdue | Pending | Jan 31, 2024 |
| 18423405 | DETERMINING ROUND TRIP TIME IN NTN | Nokia Technologies Oy | FOLLANSBEE, KEITH TRAN-DANH | 2411 | §103 | Non-Final OA | 12d | AI Ready | Jan 26, 2024 |
| 18421982 | SERVER SYSTEM | Microsoft Technology Licensing, LLC | WOOD, WILLIAM H | 3992 | Other | Non-Final OA | 16d overdue | AI Ready | Jan 24, 2024 |
| 18420753 | VISUAL LOCALIZATION | Microsoft Technology Licensing, LLC | DUFFY, CAROLINE TABANCAY | 2662 | §101 | Non-Final OA | 8d overdue | AI Ready | Jan 23, 2024 |
| 18416555 | MULTICAST SERVICES IN CELLULAR COMMUNICATION NETWORKS | Nokia Technologies Oy | HOANG, THAI D | 2463 | §103 | Non-Final OA | 42d | Pending | Jan 18, 2024 |
| 18415643 | REDUCING HIGH-RISK BLOCKCHAIN TRANSACTION BEHAVIOR ASSOCIATED WITH FIAT CURRENCY ACCOUNTS | Mastercard International Incorporated | CHAKRAVARTI, ARUNAVA | 3692 | §101 | Non-Final OA | 57d | Pending | Jan 17, 2024 |
| 18415130 | SLOT OR SYMBOL RECLASSIFICATION FOR DYNAMICALLY ADAPTED SPATIAL ELEMENTS | Nokia Technologies Oy | NOWLIN, ERIC | 2474 | §102 | Non-Final OA | 26d | AI Ready | Jan 17, 2024 |
| 18579393 | PHASE ERROR COMPENSATION FOR IOT OVER NTN | Nokia Technologies Oy | PATIDAR, SUDESH M | 2415 | §103 | Non-Final OA | 22d overdue | AI Ready | Jan 15, 2024 |
| 18410658 | AVOIDING UNNECESSARY RADIO MEASUREMENT GAPS IN A NON-TERRESTRIAL NETWORK, AND RELATED DEVICES, METHODS AND COMPUTER PROGRAMS | Nokia Technologies Oy | POLLACK, MELVIN H | 2445 | §101 | Non-Final OA | 45d overdue | AI Ready | Jan 11, 2024 |
| 18578213 | ENERGY SAVING IN MOBILE COMMUNICATION SYSTEMS | Nokia Solutions and Networks Oy | NGUYEN, TU X | 2642 | §103 | Non-Final OA | 9d overdue | AI Ready | Jan 10, 2024 |
| 18407194 | TRANSMITTING SIGNAL ON CO-CHANNEL RESOURCES | Nokia Technologies Oy | LOPATA, ROBERT J | 2471 | §103 | Non-Final OA | 11d overdue | AI Ready | Jan 08, 2024 |
| 18400581 | TARGETING OPERATING SYSTEM PROFILES FOR BARE METAL RESTORE | Microsoft Technology Licensing, LLC | LIU, ZHE | 2493 | §103 | Final Rejection | 27d | Pending | Dec 29, 2023 |
| 18400471 | APPLICATION IDENTIFICATION | Microsoft Technology Licensing, LLC | MAHMOUDI, RODMAN ALEXANDER | 2499 | §103 | Non-Final OA | — | Pending | Dec 29, 2023 |
| 18574193 | REDUCING UPLINK INTERRUPTION IN DUAL ACTIVE PROTOCOL STACK (DAPS) HANDOVER | Nokia Technologies Oy | NGUYEN, THERESA | 2418 | §103 | Non-Final OA | 4d overdue | AI Ready | Dec 26, 2023 |
| 18394601 | MODULAR APPARATUS AND METHOD OF OPERATING THE MODULAR APPARATUS | Tartan Aerial Sense Tech Private Limited | CHANDRASIRI, UPUL PRIYADARSHAN | 3665 | §103 | Final Rejection | 5d overdue | Pending | Dec 22, 2023 |
| 18395152 | SYSTEM MOUNTED IN A VEHICLE FOR PERFORMING ENHANCED PERCEPTIVE OPERATIONS AND METHOD OF OPERATION THEREOF | Tartan Aerial Sense Tech Private Limited | GARCIA, SANTIAGO | 2673 | §102 | Final Rejection | 56d | Pending | Dec 22, 2023 |
| 18517771 | PATH SWITCHING | Nokia Technologies Oy | GRANT, GILBERT MUGARULA | 2642 | §103 | Non-Final OA | 30d overdue | AI Ready | Nov 22, 2023 |
| 18563535 | STORAGE LIBRARY SYSTEM | Microsoft Technology Licensing, LLC | MYERS, GLENN F | 3652 | §103 | Non-Final OA | 28d overdue | Pending | Nov 22, 2023 |
| 18509845 | APPARATUS, METHOD, AND COMPUTER PROGRAM | Nokia Technologies Oy | HARLEY, JASON A | 2468 | §102 | Final Rejection | 9d overdue | AI Ready | Nov 15, 2023 |
| 18560464 | TIME-RELATED NETWORK RESOURCE MANAGEMENT | Nokia Technologies Oy | GRANT, GILBERT MUGARULA | 2642 | §102 | Non-Final OA | 16d | AI Ready | Nov 13, 2023 |
| 18492375 | COEXISTENCE IN TELECOMMUNICATION SYSTEMS | Nokia Technologies Oy | EGAN KEARNS, PHILLIP JUSTIN | 2416 | §103 | Final Rejection | 7d | AI Ready | Oct 23, 2023 |
| 18487096 | FLEXIBLE SERVING CELL FREQUENCY | Nokia Technologies Oy | RANDHAWA, MANDISH K | 2477 | §103 | Final Rejection | 11d overdue | AI Ready | Oct 15, 2023 |
| 18486084 | ENHANCING RELIABILITY OF TRANSACTION DATA WITHOUT THIRD-PARTY VALIDATION DATA | Mastercard International Incorporated | CHEIN, ALLEN C | 3627 | §101 | Non-Final OA | 39d | Pending | Oct 12, 2023 |
| 18484327 | METHODS AND SYSTEMS FOR CLASSIFYING MERCHANTS INTO MERCHANT CATEGORIES | Mastercard International Incorporated | BOND, REED MADISON | 3624 | §101 | Non-Final OA | 69d | Pending | Oct 10, 2023 |
| 18553088 | SHORT CONTROL SIGNALING FOR SSB TRANSMISSIONS | Nokia Technologies Oy | CHRISS, ANDREW W | 2472 | §103 | Non-Final OA | 19d overdue | AI Ready | Sep 28, 2023 |
| 18465148 | GUEST ADMIN PROTECTION FOR CONFIDENTIAL VIRTUAL MACHINES | Microsoft Technology Licensing, LLC | HUARACHA, WILLY W | 2197 | §103 | Non-Final OA | 34d | Pending | Sep 11, 2023 |
| 18448105 | DYNAMIC CUSTOMIZED INCENTIVES FOR INSTALLMENT PAYMENT PLANS | Mastercard International Incorporated | HEWITT II, CALVIN L | 4100 | §103 | Non-Final OA | 259d overdue | Pending | Aug 10, 2023 |
| 18229448 | Method and Apparatus Related to Cell Searching in Non-Terrestrial Networks | Nokia Technologies Oy | MIZRAHI, DIANE D | 2647 | §102 | Final Rejection | 69d | Pending | Aug 02, 2023 |
| 18350692 | PROCESSING A MEDICAL IMAGE | Ib Lab GmbH | SHIN, SOO JUNG | 2667 | §112 | Final Rejection | 82d | Pending | Jul 11, 2023 |
| 18347967 | SYSTEM AND METHOD FOR MACHINE LEARNING MODEL RE-FORMULATION | Microsoft Technology Licensing, LLC | IDOWU, OLUGBENGA O | 2494 | §103 | Non-Final OA | 11d overdue | AI Ready | Jul 06, 2023 |
| 18344831 | NEURAL NETWORK INFERENCE BASED ON TABLE LOOKUP | Microsoft Technology Licensing, LLC | SPRAUL III, VINCENT ANTON | 2129 | §103 | Non-Final OA | 20d | Pending | Jun 29, 2023 |
| 18340223 | CONDUCTIVE POLYMERIC MATERIAL AND CABLE THEREWITH | Swift Bridge Technologies (M) Sdn Bhd | NGUYEN, CHAU N | 2841 | §103 | Non-Final OA | 70d overdue | Pending | Jun 23, 2023 |
| 18340133 | CONDUCTIVE POLYMERIC MATERIAL AND CABLE THEREWITH | Swift Bridge Technologies (M) Sdn Bhd | VO, HAI | 1788 | §103 | Final Rejection | 14d | Pending | Jun 23, 2023 |
| 18258728 | MACHINE LEARNING MODEL RENEWAL | Nokia Technologies Oy | SPRATT, BEAU D | 2143 | §103 | Non-Final OA | 8d | AI Ready | Jun 21, 2023 |
| 18336940 | VALIDATING MACHINE LEARNING MODELS FOR DEPLOYMENT TO CLOUD INFRASTRUCTURE | Microsoft Technology Licensing, LLC | BARRETT, RYAN S | 2148 | Other | Non-Final OA | 63d | Pending | Jun 16, 2023 |
| 18257363 | ACCESS TOKEN HANDLING FOR INDIRECT COMMUNICATION | Nokia Technologies Oy | TRUONG, THONG P | 2433 | §103 | Final Rejection | 9d | AI Ready | Jun 14, 2023 |
| 18310406 | CELL ACCESS BARRING | Nokia Technologies Oy | MILLER, BRANDON J | 2647 | §112 | Non-Final OA | 12d | AI Ready | May 01, 2023 |
| 18250497 | SIGNALING INDICATION OF SCHEDULING RESTRICTIONS | Nokia Technologies Oy | DIVECHA, NISHANT B | 2419 | §103 | Non-Final OA | 142d overdue | Pending | Apr 25, 2023 |
| 18249422 | METHODS AND MECHANISMS FOR SLICE COVERAGE ENHANCEMENT | Nokia Technologies Oy | NGUYEN, DAVID Q | 2643 | §103 | Non-Final OA | 43d | Pending | Apr 18, 2023 |
| 18296322 | DISCOVERING AND APPLYING DESCRIPTIVE LABELS TO UNSTRUCTURED DATA | Microsoft Technology Licensing, LLC | OPSASNICK, MICHAEL N | 2658 | §103 | Non-Final OA | 8d overdue | Pending | Apr 05, 2023 |
| 18190086 | CONSERVING COMPUTING RESOURCES DURING IDENTITY VALIDATION VIA A LAST USED ACCOUNT | Mastercard International Incorporated | QAYYUM, ZESHAN | 3697 | §101 | Final Rejection | 17d overdue | Pending | Mar 25, 2023 |
| 18180802 | ARTIFICIAL INTELLIGENCE BASED METHODS AND SYSTEMS FOR UNSUPERVISED REPRESENTATION LEARNING FOR BIPARTITE GRAPHS | Mastercard International Incorporated | SMITH, PAULINHO E | 2127 | §103 | Non-Final OA | 16d | Pending | Mar 08, 2023 |
| 18178493 | AUTOMATICALLY MAINTAINING CONTENT DATA ON A COMPLIANCE PLATFORM | Mastercard International Incorporated | KRAISINGER, EMILY MARIE | 3626 | §101 | Non-Final OA | 20d | Pending | Mar 03, 2023 |
| 18002929 | RANDOM ACCESS REPORT IN MIXED NETWORK TYPES | Nokia Technologies Oy | GUADALUPE CRUZ, AIXA AMYR | 2466 | §103 | Non-Final OA | 72d | Pending | Dec 22, 2022 |
| 18051867 | TRAINING A TEAM PREDICTION MODEL TO GENERATE VIRTUAL TEAMS | Microsoft Technology Licensing, LLC | LEWIS, MATTHEW LEE | 2144 | §103 | Final Rejection | 15d overdue | AI Ready | Nov 01, 2022 |
| 18047939 | INDICATION OF RESOURCE CONFLICT | Nokia Technologies Oy | LINDENBAUM, ALAN LOUIS | 2413 | §103 | Final Rejection | 9d | AI Ready | Oct 19, 2022 |
| 17937767 | DETERMINATION OF AN OUTLIER SCORE USING EXTREME VALUE THEORY (EVT) | Microsoft Technology Licensing, LLC | OBISESAN, AUGUSTINE KUNLE | 2156 | §103 | Non-Final OA | 9d overdue | Pending | Oct 03, 2022 |
| 17816467 | DATA TRANSMISSION MANAGEMENT FOR USER EQUIPMENT IN COMMUNICATION NETWORK | Nokia Technologies Oy | CAI, WAYNE HUU | 2644 | §103 | Non-Final OA | 54d | Pending | Aug 01, 2022 |
| 17734510 | FEDERATED LEARNING | Nokia Technologies Oy | RIFKIN, BEN M | 2123 | §101 | Non-Final OA | 34d | Pending | May 02, 2022 |
| 17634439 | DATA SECURITY FOR NETWORK SLICE MANAGEMENT | Nokia Technologies Oy | KHAN, SHER A | 2497 | §103 | Final Rejection | 4d overdue | AI Ready | Feb 10, 2022 |
| 17501144 | PAYLOAD COMPRESSION | Nokia Technologies Oy | FOLLANSBEE, KEITH TRAN-DANH | 2411 | §103 | Non-Final OA | 30d | AI Ready | Oct 14, 2021 |
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