Technology areas: Computing & Software • Communications • Medical Devices & Mechanical Engineering
28 pending office actions • 21 art units • 25 examiners • 0 of 28 (0%) have an AI response strategy ready • 17 patents granted in the last 365 days
Stats LLC has 30 pending office actions in Computing & Software. The matters are distributed across 27 distinct examiners and 22 distinct art units, indicating broad coverage across both examination personnel and organizational groups.
WILLIAMS, ROSS A is the busiest identified examiner, with 2 pending matters. The small concentration at that examiner, against the broader assignment pattern, suggests that most matters will require individual prosecution preparation. Counsel can use centralized docketing and common software-technology guidance while tailoring claim arguments to each examiner and art-unit setting.
Based on the USPTO statutory response window for each pending office action. 5 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. 5 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 (18%) |
| §101 + other | 14 (50%) |
| §103 only | 4 (14%) |
| Double-patenting only | 3 (11%) |
| Double-patenting + other | 1 (4%) |
| Multi-statute (no §101) | 1 (4%) |
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 |
|---|---|---|---|
| WILLIAMS, ROSS A | 2 | 61.4% | +17.0% |
| HOANG, PHI | 2 | 82.0% | +16.5% |
| BLAISE, MALINA D | 2 | 57.4% | +38.8% |
| SHANMUGASUNDARAM, KANNAN | 1 | 72.4% | +36.0% |
| BOROWSKI, MICHAEL | 1 | 25.8% | +53.3% |
| SCHNURR, JOHN R | 1 | 72.1% | +10.7% |
| MONTOYA, OSCHTA I | 1 | 71.4% | +14.5% |
| MAHROUKA, WASSIM | 1 | 86.2% | +6.2% |
| DESIR, PIERRE LOUIS | 1 | 61.8% | +34.3% |
| MA, MICHELLE HAU | 1 | 72.5% | +47.8% |
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 |
|---|---|---|---|
| 19171952 | RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS | HOANG, PHI | — |
| 19073446 | RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS | HOANG, PHI | — |
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 |
|---|---|---|---|
| 18634321 | DEFENSIVE AND FITNESS PLAYER ANALYSIS USING REMOTE TRACKING IN SPORTS | HARPER, TRAMAR YONG | 30d overdue |
| 17651960 | Micro-Level and Macro-Level Predictions in Sports | COCCHI, MICHAEL EDWARD | 19d |
| 18425901 | METHOD AND SYSTEM FOR INTERACTIVE, INTERPRETABLE, AND IMPROVED MATCH AND PLAYER PERFORMANCE PREDICTIONS IN TEAM SPORTS | COLLINS, GARY | 21d |
| 17653394 | Method and System for Utilizing Machine Learning to Create a Knowledge Graph for Generating In-Game Insights | GORMLEY, AARON PATRICK | 34d |
| 18361098 | Tournament Simulation in Golf | PETERS, BRIAN O | 61d |
| 19292430 | SYSTEMS AND METHODS FOR UTILIZING TRACKING DATA FOR PREDICTING PLAYER RATINGS | BOROWSKI, MICHAEL | — |
| 19188276 | REAL TIME FEEDBACK AND RECOMMENDATIONS ON MARKET SELECTIONS | WILLIAMS, ROSS A | — |
| 19077929 | SYSTEMS AND METHODS FOR RECURRENT GRAPH NEURAL NET-BASED PLAYER ROLE IDENTIFICATION | MAHROUKA, WASSIM | — |
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 |
|---|---|---|---|
| 19398806 | SYSTEMS AND METHODS FOR AUTOMATED TRANSFORMATION OF SPORTS DATA | SHANMUGASUNDARAM, KANNAN | — |
| 19292430 | SYSTEMS AND METHODS FOR UTILIZING TRACKING DATA FOR PREDICTING PLAYER RATINGS | BOROWSKI, MICHAEL | — |
| 19188276 | REAL TIME FEEDBACK AND RECOMMENDATIONS ON MARKET SELECTIONS | WILLIAMS, ROSS A | — |
| 19172258 | SYSTEMS AND METHODS FOR PANORAMIC AND TACTICAL VIDEO GENERATION | SCHNURR, JOHN R | — |
| 19171952 | RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS | HOANG, PHI | — |
| 19098746 | SYSTEMS AND METHODS FOR GENERATING AN INTERACTIVE DISPLAY FOR AN EVENT SEQUENCE | MONTOYA, OSCHTA I | — |
| 19073446 | RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS | HOANG, PHI | — |
| 19064094 | SYSTEMS AND METHODS FOR USING MACHINE-LEARNING TO EXTRACT AND PROCESS AUDIO DATA | DESIR, PIERRE LOUIS | — |
| Art Unit | Apps |
|---|---|
| 3715 | 6 |
| 2619 | 2 |
| 2168 | 1 |
| 3624 | 1 |
| 2425 | 1 |
| 2421 | 1 |
| 2665 | 1 |
| 2659 | 1 |
| 2617 | 1 |
| 2674 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19398806 | SYSTEMS AND METHODS FOR AUTOMATED TRANSFORMATION OF SPORTS DATA | SHANMUGASUNDARAM, KANNAN | 2168 | §103 | Non-Final OA | — | Pending | Nov 24, 2025 |
| 19292430 | SYSTEMS AND METHODS FOR UTILIZING TRACKING DATA FOR PREDICTING PLAYER RATINGS | BOROWSKI, MICHAEL | 3624 | §101§102§103 | Non-Final OA | — | Pending | Aug 06, 2025 |
| 19188276 | REAL TIME FEEDBACK AND RECOMMENDATIONS ON MARKET SELECTIONS | WILLIAMS, ROSS A | — | §101§103§112 | Non-Final OA | — | Pending | Apr 24, 2025 |
| 19172258 | SYSTEMS AND METHODS FOR PANORAMIC AND TACTICAL VIDEO GENERATION | SCHNURR, JOHN R | 2425 | §103 | Non-Final OA | — | Pending | Apr 07, 2025 |
| 19171952 | RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS | HOANG, PHI | 2619 | DP | Non-Final OA | — | Pending | Apr 07, 2025 |
| 19098746 | SYSTEMS AND METHODS FOR GENERATING AN INTERACTIVE DISPLAY FOR AN EVENT SEQUENCE | MONTOYA, OSCHTA I | 2421 | §103 | Final Rejection | — | Pending | Apr 02, 2025 |
| 19077929 | SYSTEMS AND METHODS FOR RECURRENT GRAPH NEURAL NET-BASED PLAYER ROLE IDENTIFICATION | MAHROUKA, WASSIM | 2665 | §101§102§103 | Non-Final OA | — | Pending | Mar 12, 2025 |
| 19073446 | RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS | HOANG, PHI | 2619 | DP | Non-Final OA | — | Pending | Mar 07, 2025 |
| 19064094 | SYSTEMS AND METHODS FOR USING MACHINE-LEARNING TO EXTRACT AND PROCESS AUDIO DATA | DESIR, PIERRE LOUIS | 2659 | §101§102 | Non-Final OA | — | Pending | Feb 26, 2025 |
| 19042384 | SYSTEMS AND METHODS FOR GENERATING SPORTS MEDIA CONTENT FOR AN INTERACTIVE DISPLAY | MA, MICHELLE HAU | 2617 | §103 | Non-Final OA | — | Pending | Jan 31, 2025 |
| 19040976 | SYSTEMS AND METHODS FOR GENERATING AN INTERACTIVE DISPLAY FOR PLAYER INDEXING | ANTOINE, LISA HOPE | 3715 | §101§103 | Non-Final OA | — | Pending | Jan 30, 2025 |
| 19018472 | SYSTEM AND METHOD FOR GENERATING DAILY-UPDATED RATING OF INDIVIDUAL PLAYER PERFORMANCE IN SPORTS | DOSHI, ANKIT B | 3715 | §101Other | Non-Final OA | — | Pending | Jan 13, 2025 |
| 19014639 | SYSTEM AND METHOD FOR PLAYER REIDENTIFICATION IN BROADCAST VIDEO | OSINSKI, MICHAEL S | 2674 | DP | Non-Final OA | — | Pending | Jan 09, 2025 |
| 19009076 | AUDIO PROCESSING FOR DETECTING OCCURRENCES OF LOUD SOUND CHARACTERIZED BY BRIEF AUDIO BURSTS | BRINEY III, WALTER F | 2692 | §102§103DP | Non-Final OA | — | Pending | Jan 03, 2025 |
| 19007900 | SYSTEM AND METHOD FOR CONTENT AND STYLE PREDICTIONS IN SPORTS | BLAISE, MALINA D | 3715 | §101§103Other | Non-Final OA | — | Pending | Jan 02, 2025 |
| 18975782 | PERSONALIZED LIVE AND REAL-TIME MEDIA STREAMING | RAZA, MUHAMMAD A | 2449 | §103§112 | Non-Final OA | — | Pending | Dec 10, 2024 |
| 18945787 | System And Method For Content And Style Predictions In Sports | BLAISE, MALINA D | 3715 | §101§102§103Other | Non-Final OA | — | Pending | Nov 13, 2024 |
| 18634321 | DEFENSIVE AND FITNESS PLAYER ANALYSIS USING REMOTE TRACKING IN SPORTS | HARPER, TRAMAR YONG | 3715 | §101 | Non-Final OA | 30d overdue | Pending | Apr 12, 2024 |
| 18593110 | SYSTEMS AND METHODS FOR A COUPLED PLAY, DRIVE, AND MATCH OUTCOME PREDICTION SYSTEM FOR LIVE SPORTS | ANDERSON, SCOTT C | 3694 | §101§102§103 | Non-Final OA | — | Pending | Mar 01, 2024 |
| 18425901 | METHOD AND SYSTEM FOR INTERACTIVE, INTERPRETABLE, AND IMPROVED MATCH AND PLAYER PERFORMANCE PREDICTIONS IN TEAM SPORTS | COLLINS, GARY | 2115 | §101 | Non-Final OA | 21d | Pending | Jan 29, 2024 |
| 18404159 | TECHNIQUES FOR TRAINING AND ANALYZING A MACHINE LEARNING MODEL | HINCKLEY, CHASE PAUL | 2124 | §101§103 | Non-Final OA | — | Pending | Jan 04, 2024 |
| 18361098 | Tournament Simulation in Golf | PETERS, BRIAN O | 3711 | §101 | Non-Final OA | 61d | Pending | Jul 28, 2023 |
| 17934756 | Interactive Gaming in Sports | WILLIAMS, ROSS A | 3715 | §101§103 | Non-Final OA | — | Pending | Sep 23, 2022 |
| 17653394 | Method and System for Utilizing Machine Learning to Create a Knowledge Graph for Generating In-Game Insights | GORMLEY, AARON PATRICK | 2148 | §101§103 | Non-Final OA | 34d | Pending | Mar 03, 2022 |
| 17651960 | Micro-Level and Macro-Level Predictions in Sports | COCCHI, MICHAEL EDWARD | 2188 | §101 | Non-Final OA | 19d | Pending | Feb 22, 2022 |
| 17645539 | Action-Actor Detection with Graph Neural Networks from Spatiotemporal Tracking Data | TRAN, DANIEL DUC | 2147 | §101§103 | Non-Final OA | — | Pending | Dec 22, 2021 |
| 17167400 | GENERATING ROLES IN SPORTS THROUGH UNSUPERVISED LEARNING | PRESSLY, KURT NICHOLAS | 2125 | §101§103 | Final Rejection | — | Pending | Feb 04, 2021 |
| 17032951 | System and Method for Improved Structural Discovery and Representation Learning of Multi-Agent Data | SMITH, KEVIN LEE | 2122 | §101§112 | Final Rejection | — | Pending | Sep 25, 2020 |
IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free TrialStats LLC has 28 pending office actions as of October 2026, spread across 21 art units and 25 examiners.
Ross A Williams has the most, with 2 of Stats LLC's pending office actions.
Mostly Computing & Software (USPTO Tech Center 2100), based on where its pending office actions are examined.
