Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
64 pending office actions • 44 art units • 61 examiners • 0 of 64 (0%) have an AI response strategy ready • 240 patents granted in the last 365 days
Tata Group has 72 pending office actions in Transportation, E-Commerce & Mechanical Systems. The portfolio reaches 68 distinct examiners and 48 distinct art units, reflecting broad allocation across both individual examiners and technical groups. The difference between examiner and art-unit coverage indicates that some art units contain multiple Tata matters, creating an opportunity to monitor related prosecution themes.
HATCHER, DEIRDRE D is the busiest examiner, with 2 pending actions. That limited concentration means the portfolio is not centered on one examiner relationship. A coordinated docketing process, supported by art-unit-specific claim and amendment records, is better suited to the distribution shown here.
Based on the USPTO statutory response window for each pending office action. 10 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. 10 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 | 22 (34%) |
| §101 + other | 26 (41%) |
| §103 only | 7 (11%) |
| §102 only | 3 (5%) |
| §112 only | 1 (2%) |
| Multi-statute (no §101) | 5 (8%) |
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 |
|---|---|---|---|
| BOROWSKI, MICHAEL | 2 | 25.8% | +53.3% |
| SHEIKH, ASFAND M | 2 | 46.0% | +48.0% |
| COCCHI, MICHAEL EDWARD | 2 | 40.9% | +47.7% |
| DAUD, ABDULLAH AHMED | 1 | 55.1% | +30.5% |
| TRUONG, CAM Y T | 1 | 82.3% | +61.4% |
| WU, XIAO MIN | 1 | 100.0% | +0.0% |
| GALERA, PATRICK PAUL CONTRER | 1 | 76.9% | +27.3% |
| YU, ARIEL J | 1 | 40.6% | +26.7% |
| DETWEILER, JAMES M | 1 | 39.0% | +43.6% |
| LU, ZHIYU | 1 | 48.8% | +14.4% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19089071 | METHODS AND SYSTEMS FOR REAL-TIME LIVE TELEPRESENCE WITH DIGITAL AVATAR OF REMOTE PERSON | WU, XIAO MIN | — |
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 |
|---|---|---|---|
| 17822722 | METHOD AND SYSTEM FOR PROVIDING ASSISTANCE TO INTERVIEWERS | RUSS, COREY V | 138d overdue |
| 18934358 | SYSTEMS AND METHODS FOR EVALUATING SUSTAINABILITY OF A FOOD SUPPLY CHAIN NETWORK USING DIGITAL TWIN | HATCHER, DEIRDRE D | 46d overdue |
| 18181376 | RETAIL SPACE PLANNING THROUGH PATTERN RECOGNITION | CHEIN, ALLEN C | 9d |
| 18491061 | SYSTEM AND METHOD FOR ASSESSMENT OF INFORMATION TECHNOLOGY (IT) OPERATIONAL ENDURANCE OF AN ENTITY | SHEIKH, ASFAND M | 13d |
| 18430459 | MULTI-LEVEL RELIABILITY ASSESSMENT OF VENDORS BASED ON MULTI-DIMENSIONAL RELIABILITY SCORE | SHEIKH, ASFAND M | 14d |
| 19004573 | SYSTEMS AND METHODS FOR OPTIMIZING PRODUCT REVENUE | MINOR, AYANNA YVETTE | 22d |
| 17361974 | DETECTION OF ABNORMAL BEHAVIOUR OF DEVICES FROM ASSOCIATED UNLABELED SENSOR OBSERVATIONS | ALGHAZZY, SHAMCY | 22d |
| 18323012 | OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs) | BOROWSKI, MICHAEL | 28d |
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 |
|---|---|---|---|
| 18491061 | SYSTEM AND METHOD FOR ASSESSMENT OF INFORMATION TECHNOLOGY (IT) OPERATIONAL ENDURANCE OF AN ENTITY | SHEIKH, ASFAND M | 13d |
| 18430459 | MULTI-LEVEL RELIABILITY ASSESSMENT OF VENDORS BASED ON MULTI-DIMENSIONAL RELIABILITY SCORE | SHEIKH, ASFAND M | 14d |
| 18323012 | OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs) | BOROWSKI, MICHAEL | 28d |
| 19335178 | METHOD AND SYSTEM FOR TEMPLATIZATION AND RETRIEVAL OF DOMAIN KNOWLEDGE FOR ENTERPRISE TEXT-TO-SQL SEMANTIC PARSING | DAUD, ABDULLAH AHMED | — |
| 19306272 | METHOD AND SYSTEM FOR IDENTIFICATION OF PRODUCT TAXONOMY FROM PRODUCT ABBREVIATION | TRUONG, CAM Y T | — |
| 19087648 | METHOD AND SYSTEM FOR DIFFUSION MODELS BASED GENERATION OF CUSTOMIZED TEXTUAL IMAGES | GALERA, PATRICK PAUL CONTRER | — |
| 19083574 | SYSTEM AND METHOD FOR CREATING NON-FUNGIBLE TOKEN BASED DYNAMIC DECENTRALIZED NETWORK FOR WAREHOUSE COMMODITY MANAGEMENT | YU, ARIEL J | — |
| 19084077 | PERSONALIZED PROMOTION OFFER GENERATION BY UNDERSTANDING CUSTOMER BUYING INTENT TO MAXIMIZE RETURN ON INVESTMENT | DETWEILER, JAMES M | — |
| Art Unit | Apps |
|---|---|
| 3624 | 8 |
| 3791 | 4 |
| 3627 | 3 |
| 2188 | 3 |
| 2857 | 2 |
| 3626 | 2 |
| 3692 | 2 |
| 1687 | 2 |
| 2125 | 2 |
| 2164 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19335178 | METHOD AND SYSTEM FOR TEMPLATIZATION AND RETRIEVAL OF DOMAIN KNOWLEDGE FOR ENTERPRISE TEXT-TO-SQL SEMANTIC PARSING | DAUD, ABDULLAH AHMED | 2164 | §101§103 | Non-Final OA | — | Pending | Sep 22, 2025 |
| 19306272 | METHOD AND SYSTEM FOR IDENTIFICATION OF PRODUCT TAXONOMY FROM PRODUCT ABBREVIATION | TRUONG, CAM Y T | 2169 | §101 | Final Rejection | — | Pending | Aug 21, 2025 |
| 19089071 | METHODS AND SYSTEMS FOR REAL-TIME LIVE TELEPRESENCE WITH DIGITAL AVATAR OF REMOTE PERSON | WU, XIAO MIN | 2613 | §103 | Non-Final OA | — | Pending | Mar 25, 2025 |
| 19087648 | METHOD AND SYSTEM FOR DIFFUSION MODELS BASED GENERATION OF CUSTOMIZED TEXTUAL IMAGES | GALERA, PATRICK PAUL CONTRER | — | §103 | Non-Final OA | — | Pending | Mar 24, 2025 |
| 19083574 | SYSTEM AND METHOD FOR CREATING NON-FUNGIBLE TOKEN BASED DYNAMIC DECENTRALIZED NETWORK FOR WAREHOUSE COMMODITY MANAGEMENT | YU, ARIEL J | 3627 | §101§102 | Final Rejection | — | Pending | Mar 19, 2025 |
| 19084077 | PERSONALIZED PROMOTION OFFER GENERATION BY UNDERSTANDING CUSTOMER BUYING INTENT TO MAXIMIZE RETURN ON INVESTMENT | DETWEILER, JAMES M | 3621 | §101§112 | Non-Final OA | — | Pending | Mar 19, 2025 |
| 19077502 | METHOD AND SYSTEM FOR COMPONENT WISE SEGMENTATION AND PREDICTION OF BIOMASS SATURATION | LU, ZHIYU | 2665 | §103§112 | Non-Final OA | — | Pending | Mar 12, 2025 |
| 19058356 | OPTIMAL ROUTE PLANNING AND VEHICLE CAPACITY UTILIZATION WITH MANAGEMENT OF INCOMPATIBLE COMMODITIES IN LOGISTICS | KIRK, BRYAN J | 3628 | §101 | Non-Final OA | — | Pending | Feb 20, 2025 |
| 19040904 | METHOD AND SYSTEM FOR SIGNAL ELEVATION BASED MUSCLE ACTIVITY DETECTION | CERIONI, DANIEL LEE | 3791 | §101§112 | Non-Final OA | — | Pending | Jan 30, 2025 |
| 19037422 | METHOD AND SYSTEM FOR INNOVATION VELOCITY MEASUREMENT | YESILDAG, MEHMET | 3624 | §101 | Non-Final OA | — | Pending | Jan 27, 2025 |
| 19013916 | NATURAL LANGUAGE PROCESSING (NLP) BASED SYSTEMS AND METHODS FOR RECOMMENDATION OF ITEMS | MITROS, ANNA MAE | 3689 | §101 | Final Rejection | — | Pending | Jan 08, 2025 |
| 19008192 | METHOD AND SYSTEM FOR GENERATING INDEXED CORPUS FOR DOMAIN-DRIVEN KNOWLEDGE AUGMENTED QUESTION ANSWERING | KIM, ETHAN DANIEL | 2658 | §101 | Non-Final OA | — | Pending | Jan 02, 2025 |
| 19006312 | METHOD AND SYSTEM FOR ADAPTIVE REAL TIME TRAINING FOR UNIFORM RESOURCE LOCATOR AWARENESS | UTAMA, ROBERT J | 3715 | §101 | Non-Final OA | — | Pending | Dec 31, 2024 |
| 19004897 | METHOD AND SYSTEM FOR AUGMENTED SPEECH EMBEDDINGS BASED AUTOMATIC SPEECH RECOGNITION | WOZNIAK, JAMES S | 2655 | §103 | Non-Final OA | — | Pending | Dec 30, 2024 |
| 19004575 | METHOD AND SYSTEM FOR A PROGRESSIVE MULTI-LEVEL TRAINING FRAMEWORK WITH LOGIT-MASKING STRATEGY | DAY, ROBERT N | 2122 | §101§103§112 | Non-Final OA | — | Pending | Dec 30, 2024 |
| 19004573 | SYSTEMS AND METHODS FOR OPTIMIZING PRODUCT REVENUE | MINOR, AYANNA YVETTE | 3624 | §101 | Final Rejection | 22d | Pending | Dec 30, 2024 |
| 19004383 | METHOD AND SYSTEM FOR BAYESIAN REGRESSION-BASED FAULT DETECTION AND DIAGNOSIS IN WIND-TURBINE SENSORS AND ACTUATORS | WORKU, KIDEST | 2119 | §101§103§112 | Non-Final OA | — | Pending | Dec 29, 2024 |
| 18987452 | SYSTEM AND METHOD TO DETERMINE CROP GROWTH STAGE NUTRIENT DEFICIENCIES | RUDOLPH, VINCENT M | 2671 | §101§112 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18971339 | METHOD AND SYSTEM FOR DYNAMIC PROMOTIONAL OFFER RECOMMENDATION | LONG, MEREDITH A | 3622 | §101 | Final Rejection | — | Pending | Dec 06, 2024 |
| 18960511 | DYNAMIC ALGO CONTAINER FRAMEWORK | PUJOLS-CRUZ, MARJORIE | 3624 | §101§103 | Non-Final OA | — | Pending | Nov 26, 2024 |
| 18954277 | METHOD AND SYSTEM FOR COMPUTING OPTIMAL ENERGY GENERATION SCHEDULE IN MULTI-ENERGY HUBS | SCHEUNEMANN, RICHARD N | 3624 | §101 | Final Rejection | 29d | Pending | Nov 20, 2024 |
| 18934358 | SYSTEMS AND METHODS FOR EVALUATING SUSTAINABILITY OF A FOOD SUPPLY CHAIN NETWORK USING DIGITAL TWIN | HATCHER, DEIRDRE D | 3625 | §101 | Non-Final OA | 46d overdue | Pending | Nov 01, 2024 |
| 18897055 | METHODS AND SYSTEMS FOR OPTIMIZING PERFORMANCE OF ENTERPRISE OPERATIONS USING MATURITY ASSESMENT | CRANDALL, RICHARD W. | 3619 | §101 | Non-Final OA | — | Pending | Sep 26, 2024 |
| 18882865 | METHOD AND SYSTEM FOR TIME SERIES FORECASTING INCORPORATING SEASONAL CORRELATIONS USING SCALABLE ARCHITECTURE | NAULT, VICTOR ADELARD | 2124 | §103 | Non-Final OA | — | Pending | Sep 12, 2024 |
| 18828168 | METHOD AND SYSTEM FOR OPTIMAL SCHEDULING OF POWER SOURCES FOR MEETING ELECTRICITY DEMAND OF ENTERPRISE | BOROWSKI, MICHAEL | 3624 | §101§103 | Non-Final OA | — | Pending | Sep 09, 2024 |
| 18822583 | METHOD AND SYSTEM FOR REAL-TIME CALIBRATION OF EAR-EEG DEVICE | EPPERT, LUCY CLARE | 3791 | §103§112 | Non-Final OA | — | Pending | Sep 03, 2024 |
| 18823160 | METHOD AND SYSTEM FOR DAMAGE LOCALIZATION USING LOW POWER GUIDED WAVE | BUTLER, KEVIN C | 2852 | §102 | Non-Final OA | — | Pending | Sep 03, 2024 |
| 18810285 | ESTIMATION OF ACTUAL LOCATION OF USER DEVICE USING AGGREGATION OF LOCATION ESTIMATION MODELS | COSME, NATASHA W | 2465 | §102 | Non-Final OA | — | Pending | Aug 20, 2024 |
| 18805294 | METHOD AND SYSTEM FOR ELECTRICITY CONSUMPTION PREDICTION | BROWN, MICHAEL J | 2115 | §102 | Non-Final OA | — | Pending | Aug 14, 2024 |
| 18791517 | METHOD AND SYSTEM OF GENERATING OPTIMAL PORTFOLIO FOR SELLER BIDDING STRATEGY IN DECOUPLED MULTI-ENERGY MARKETS | DUCK, BRANDON M | 3693 | §101 | Non-Final OA | — | Pending | Aug 01, 2024 |
| 18785497 | SYSTEM AND METHOD FOR TRANSFORM BASED SUBSPACE INTERPOLATION FOR UNSUPERVISED DOMAIN ADAPTATION FOR MACHINE INSPECTION | KORANG-BEHESHTI, YOSSEF | 2857 | §101§112 | Non-Final OA | — | Pending | Jul 26, 2024 |
| 18762186 | METHOD AND SYSTEM OF LEARNING-BASED PROBLEM MANAGEMENT FOR INFORMATION TECHNOLOGY (IT) OPERATIONS | MASKULINSKI, MICHAEL C | 2113 | §101 | Non-Final OA | — | Pending | Jul 02, 2024 |
| 18754618 | METHODS AND SYSTEMS FOR GENERATING RECOMMENDATIONS FOR CLOUD INSTANCES FOR HIGH PERFORMANCE COMPUTING (HPC) APPLICATIONS | ROTARU, OCTAVIAN | 3624 | §101§102§112Other | Non-Final OA | — | Pending | Jun 26, 2024 |
| 18753595 | METHOD AND SYSTEM FOR MONITORING ACCRETION IN A ROTARY KILN | SATANOVSKY, ALEXANDER | 2857 | §101§103§112 | Non-Final OA | — | Pending | Jun 25, 2024 |
| 18742068 | METHODS AND SYSTEMS FOR ENABLING A HYBRID ARCHITECTURE IN AN ENTERPRISE APPLICATION | NIGATU, BEZA DIRESSA | 4100 | §103§112 | Non-Final OA | — | Pending | Jun 13, 2024 |
| 18633767 | METHOD AND SYSTEM FOR DETERMINING POST-EXERCISE RECOVERY SCORE USING PERSONALIZED CARDIAC MODEL | HOFFPAUIR, ANDREW ELI | 3791 | §101§112 | Final Rejection | — | Pending | Apr 12, 2024 |
| 18430459 | MULTI-LEVEL RELIABILITY ASSESSMENT OF VENDORS BASED ON MULTI-DIMENSIONAL RELIABILITY SCORE | SHEIKH, ASFAND M | 3626 | §101 | Non-Final OA | 14d | Pending | Feb 01, 2024 |
| 18429168 | EARLY RISK ASSESSMENT OF PRETERM DELIVERY IN A SUBJECT | SITTON, JEHANNE SOUAYA | 1682 | §101§103§112 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18414297 | INTER-BANK TRANSACTION WITH PRIVACY ENABLED AUDITING AND PRIVACY ENABLED INTER-BANK SETTLEMENTS IN BLOCKCHAIN NETWORK | ABDULLAEV, AMANULLA | 3692 | §101§112 | Non-Final OA | 75d | Pending | Jan 16, 2024 |
| 18393876 | METHOD AND SYSTEM FOR INVERSELY PREDICTING NANOFEATURES OF PLASMONIC METASURFACE USING REMODELED VARIATIONAL AUTOENCODER | LE, HUNG VAN | 2145 | §101§103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18527487 | ENSEMBLE CLASSIFIER FOR IMPUTATION OF MOBILITY DATA OF UNKNOWN SUBJECT | MILLER, ALEXANDRIA JOSEPHINE | 2142 | §101§103 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18524400 | SYSTEMS AND METHODS FOR IDENTIFYING EQUIPMENT FOR PELLETIZATION | COCCHI, MICHAEL EDWARD | 2188 | §101 | Non-Final OA | — | Pending | Nov 30, 2023 |
| 18385604 | METHOD AND SYSTEM FOR DESIGNING DRUG-LIKE MOLECULES FROM DESIRED GENE EXPRESSION SIGNATURES | ELKINS, BLAKE HARRISON | 1687 | §101§103§112 | Non-Final OA | — | Pending | Oct 31, 2023 |
| 18491061 | SYSTEM AND METHOD FOR ASSESSMENT OF INFORMATION TECHNOLOGY (IT) OPERATIONAL ENDURANCE OF AN ENTITY | SHEIKH, ASFAND M | 3626 | §101 | Final Rejection | 13d | Pending | Oct 20, 2023 |
| 18462782 | SYSTEMS AND METHODS FOR MONITORING AND MANAGING FARM VERSIONS AND MEASURING PORTABILITY TO TARGET FARMS | HO, THOMAS Y | 3624 | §101§103 | Final Rejection | — | Pending | Sep 07, 2023 |
| 18241521 | SYSTEM AND METHOD FOR STABILIZING AND ACCELERATING ITERATIVE NUMERICAL SIMULATION | TRIVEDI, ATUL | 3661 | §101§103 | Non-Final OA | — | Pending | Sep 01, 2023 |
| 18264055 | METHOD AND SYSTEM FOR DESIGNING PERSONALIZED THERAPEUTICS AND DIET BASED ON FUNCTIONS OF MICROBIOME | LIU, GUOZHEN | 1686 | §101§112 | Non-Final OA | — | Pending | Aug 02, 2023 |
| 18362123 | METHOD AND SYSTEM FOR SWITCHING BETWEEN HARDWARE ACCELERATORS FOR DATA MODEL TRAINING | HADDAD, MAJD MAHER | 2125 | §103§112 | Final Rejection | — | Pending | Jul 31, 2023 |
| 18333769 | SYSTEMS AND METHODS FOR SIMULATING GARMENTS ON TARGET BODY POSES | COCCHI, MICHAEL EDWARD | 2188 | §101§112 | Non-Final OA | — | Pending | Jun 13, 2023 |
| 18332552 | ESTIMATING BLOOD PRESSURE OF A SUBJECT USING AN ECG DRIVEN CARDIOVASCULAR MODEL | AGAHI, PUYA | 3791 | §101 | Final Rejection | — | Pending | Jun 09, 2023 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free TrialTata Group has 64 pending office actions as of October 2026, spread across 44 art units and 61 examiners.
Michael Borowski has the most, with 2 of Tata Group's pending office actions.
Mostly Transportation, E-Commerce & Mechanical Systems (USPTO Tech Center 3600), based on where its pending office actions are examined.
