Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems
26 pending office actions • 20 art units • 25 examiners • 0 of 26 (0%) have an AI response strategy ready • 67 patents granted in the last 365 days
ADP Inc. has 29 pending office actions in Transportation, E-Commerce & Mechanical Systems. The matters involve 28 examiners across 21 art units, indicating that examiner relationships are mostly unique while technical assignments show more recurring structure.
O'SHEA, BRENDAN S is the busiest examiner, with 2 pending actions. Those matters offer a focused opportunity for consistency review, but the broader docket requires separate examiner tracking. Organizing work by the 21 art units can help align technical review with the relevant prosecution setting.
Based on the USPTO statutory response window for each pending office action. 7 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. 7 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 | 5 (19%) |
| §101 + other | 9 (35%) |
| §103 only | 5 (19%) |
| §112 only | 1 (4%) |
| Multi-statute (no §101) | 6 (23%) |
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 |
|---|---|---|---|
| O'SHEA, BRENDAN S | 2 | 30.4% | +37.2% |
| GOFMAN, ALEX N | 1 | 68.1% | +24.3% |
| PEACH, POLINA G | 1 | 50.3% | +23.8% |
| BIBBEE, JARED M | 1 | 80.4% | +13.5% |
| WOLDEMARIAM, NEGA | 1 | 75.6% | +18.5% |
| BALLOU, MAAME BOAKYEWAA | 1 | 17.4% | +19.0% |
| TRUONG, LAN DAI T | 1 | 91.1% | +11.6% |
| WOODWORTH, II, ALLAN J | 1 | 38.5% | +39.7% |
| MEHRMANESH, ELMIRA | 1 | 83.8% | +6.5% |
| MCCARTHY, CHRISTOPHER S | 1 | 85.9% | -4.7% |
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 |
|---|---|---|---|
| 19182358 | VECTOR-BASED HYBRID SEARCH FOR CHATBOTS | TRUONG, LAN DAI T | — |
| 19061598 | MESSAGE CALL REQUEST DATA HAVING ERROR FREQUENCY METRICS | MEHRMANESH, ELMIRA | — |
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 |
|---|---|---|---|
| 18752606 | BENEFIT VALIDATION | NGUYEN, TIEN C | 46d overdue |
| 18642485 | MULTI-TASK DEEP LEARNING OF CUSTOMER DEMAND | PUJOLS-CRUZ, MARJORIE | 36d overdue |
| 17984350 | MACHINE LEARNING BASED CODE MAPPING | SACKALOSKY, COREY MATTHEW | 6d |
| 19245897 | PREDICTION OF CACHEABLE QUERIES | BIBBEE, JARED M | 34d |
| 18828948 | SYSTEM AND METHOD FOR GRAPH MODEL COMPUTING | OUELLETTE, JONATHAN P | 42d |
| 18479769 | PREDICTIVE MODELING METHOD AND SYSTEM FOR DYNAMICALLY QUANTIFYING EMPLOYEE GROWTH OPPORTUNITY | BOSWELL, BETH V | 83d |
| 19353434 | DATABASE DATA REPLICATION TOOL | GOFMAN, ALEX N | — |
| 19206025 | RICH COMMUNICATION SERVICES SECURITY RECRUITING SYSTEM | BALLOU, MAAME BOAKYEWAA | — |
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 |
|---|---|---|---|
| 19245897 | PREDICTION OF CACHEABLE QUERIES | BIBBEE, JARED M | 34d |
| 19353434 | DATABASE DATA REPLICATION TOOL | GOFMAN, ALEX N | — |
| 19338561 | MULTI-AGENT PROCESSING FRAMEWORK FOR AUTOMATED QUERY RESOLUTION | PEACH, POLINA G | — |
| 19225343 | PASSWORD-LESS AUTHENTICATION STRUCTURE | WOLDEMARIAM, NEGA | — |
| 19206025 | RICH COMMUNICATION SERVICES SECURITY RECRUITING SYSTEM | BALLOU, MAAME BOAKYEWAA | — |
| 19182358 | VECTOR-BASED HYBRID SEARCH FOR CHATBOTS | TRUONG, LAN DAI T | — |
| 19173377 | COMPUTING ACTION SEARCH USING NATURAL LANGUAGE PROCESSING | WOODWORTH, II, ALLAN J | — |
| 18437006 | REPORTING TAXONOMY | O'SHEA, BRENDAN S | — |
| Art Unit | Apps |
|---|---|
| 2165 | 2 |
| 2113 | 2 |
| 3627 | 2 |
| 3625 | 2 |
| 3626 | 2 |
| 2163 | 1 |
| 2161 | 1 |
| 2407 | 1 |
| 2444 | 1 |
| 3622 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19353434 | DATABASE DATA REPLICATION TOOL | GOFMAN, ALEX N | 2163 | §103§112Other | Non-Final OA | — | Pending | Oct 08, 2025 |
| 19338561 | MULTI-AGENT PROCESSING FRAMEWORK FOR AUTOMATED QUERY RESOLUTION | PEACH, POLINA G | 2165 | §103 | Non-Final OA | — | Pending | Sep 24, 2025 |
| 19245897 | PREDICTION OF CACHEABLE QUERIES | BIBBEE, JARED M | 2161 | §102§103Other | Final Rejection | 34d | Pending | Jun 23, 2025 |
| 19225343 | PASSWORD-LESS AUTHENTICATION STRUCTURE | WOLDEMARIAM, NEGA | 2407 | §103 | Non-Final OA | — | Pending | Jun 02, 2025 |
| 19206025 | RICH COMMUNICATION SERVICES SECURITY RECRUITING SYSTEM | BALLOU, MAAME BOAKYEWAA | — | §101§102§103Other | Non-Final OA | — | Pending | May 12, 2025 |
| 19182358 | VECTOR-BASED HYBRID SEARCH FOR CHATBOTS | TRUONG, LAN DAI T | 2444 | §103 | Non-Final OA | — | Pending | Apr 17, 2025 |
| 19173377 | COMPUTING ACTION SEARCH USING NATURAL LANGUAGE PROCESSING | WOODWORTH, II, ALLAN J | 3622 | §101§103§112 | Final Rejection | — | Pending | Apr 08, 2025 |
| 19061598 | MESSAGE CALL REQUEST DATA HAVING ERROR FREQUENCY METRICS | MEHRMANESH, ELMIRA | 2113 | §103Other | Non-Final OA | — | Pending | Feb 24, 2025 |
| 19033270 | MACHINE LEARNING BASED FORM ANALYSIS AND ERROR DETECTION | MCCARTHY, CHRISTOPHER S | 2113 | §101§112 | Final Rejection | — | Pending | Jan 21, 2025 |
| 18981052 | AUTOMATIC REPEATING NETWORK OPERATION EXECUTION USING PARTIAL SWITCHES | MUTSCHLER, JOSEPH M | 3627 | §101§102§103 | Non-Final OA | — | Pending | Dec 13, 2024 |
| 18900262 | CORRELATION BASED DATA EXTRACTION USING MACHINE LEARNING | KAPOOR, DEVAN | 2126 | §101§103 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18828948 | SYSTEM AND METHOD FOR GRAPH MODEL COMPUTING | OUELLETTE, JONATHAN P | 3629 | §101Other | Non-Final OA | 42d | Pending | Sep 09, 2024 |
| 18819347 | LARGE LANGUAGE MODEL ARCHITECTURE FOR DELIVERING DIGITAL CONTENT | WONG, LINDA | 2655 | §102§103 | Final Rejection | — | Pending | Aug 29, 2024 |
| 18819410 | CONVERSION FROM SCHEMAS TO PAYROLL POLICIES | TORRICO-LOPEZ, ALAN | 3625 | §101 | Final Rejection | — | Pending | Aug 29, 2024 |
| 18815469 | ZERO CODE METADATA-DRIVEN DYNAMIC API | ONAT, UMUT | 2194 | §103§112 | Non-Final OA | — | Pending | Aug 26, 2024 |
| 18759389 | PROMPT BASED CONDITIONING OF A GENERATIVE ARTIFICIAL INTELLIGENCE MODEL | TSUI, WILSON W | 2172 | §103§112 | Non-Final OA | — | Pending | Jun 28, 2024 |
| 18752606 | BENEFIT VALIDATION | NGUYEN, TIEN C | 3694 | §101 | Non-Final OA | 46d overdue | Pending | Jun 24, 2024 |
| 18642485 | MULTI-TASK DEEP LEARNING OF CUSTOMER DEMAND | PUJOLS-CRUZ, MARJORIE | 3624 | §101§103Other | Non-Final OA | 36d overdue | Pending | Apr 22, 2024 |
| 18586248 | MACHINE LEARNING MODEL BASED ARCHITECTURE FOR QUERY SERVICES | HOANG, AMY P | 2143 | §101§102§103§112 | Non-Final OA | — | Pending | Feb 23, 2024 |
| 18437006 | REPORTING TAXONOMY | O'SHEA, BRENDAN S | 3626 | §103 | Non-Final OA | — | Pending | Feb 08, 2024 |
| 18434570 | MOUNTING BRACKET ASSEMBLY FOR DEVICE | JOHNSON, WILLIAM DONALD | 3631 | §102§103 | Non-Final OA | — | Pending | Feb 06, 2024 |
| 18479769 | PREDICTIVE MODELING METHOD AND SYSTEM FOR DYNAMICALLY QUANTIFYING EMPLOYEE GROWTH OPPORTUNITY | BOSWELL, BETH V | 3625 | §101 | Final Rejection | 83d | Pending | Oct 02, 2023 |
| 18479737 | SPARSE INTENT CLUSTERING THROUGH DEEP CONTEXT ENCODERS | NGUYEN, LOAN T | 2165 | §112 | Non-Final OA | 23d overdue | Pending | Oct 02, 2023 |
| 18138611 | MICRO-LOAN SYSTEM | YU, ARIEL J | 3627 | §101§103 | Non-Final OA | — | Pending | Apr 24, 2023 |
| 17984350 | MACHINE LEARNING BASED CODE MAPPING | SACKALOSKY, COREY MATTHEW | 2128 | §101§103§112 | Non-Final OA | 6d | Pending | Nov 10, 2022 |
| 17965380 | SYSTEM, METHOD AND COMPUTER PROGRAM PRODUCT TO DETERMINE COMPENSATION | O'SHEA, BRENDAN S | 3626 | §101 | Non-Final OA | — | Pending | Oct 13, 2022 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free TrialADP Inc. has 26 pending office actions as of October 2026, spread across 20 art units and 25 examiners.
Brendan S O'Shea has the most, with 2 of ADP Inc.'s pending office actions.
Mostly Computing & Software (USPTO Tech Center 2100), based on where its pending office actions are examined.
