Prosecution Insights
Last updated: October 01, 2026

Stats LLC

Technology areas: Computing & Software • Networking & Security

22 pending office actions • 10 art units • 19 examiners • 0 of 22 (0%) have an AI response strategy ready • 16 patents granted in the last 365 days

Analysis

Stats LLC maintains a portfolio with 22 pending office actions in the Computing & Software technology area. This volume of activity is spread across 11 distinct art units, suggesting a broad technical scope within the sector. The diversity of art units implies that the company's innovations touch upon various sub-disciplines of computing, requiring a prosecution strategy that accounts for different examination practices across the patent office.

The prosecution involves 20 distinct examiners, showing a high degree of diversification in examiner assignments. SCHNURR, JOHN R is the busiest examiner, though they are only responsible for 2 pending office actions, which highlights the distributed nature of the company's patent filings. Because the workload is not concentrated under a single examiner, the company must manage a wide array of examiner preferences and styles, which increases the complexity of maintaining consistency across all pending matters.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Portfolio Summary

22
Total Pending OAs
18
Non-Final OAs
2
Final Rejections
2
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 3 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

0
Overdue
0
Due this week
1
Due this month
1
Due in next 60 days
1
Due later

Deadline Fire Line

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. 3 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Due ≤ 30 days (1)Due ≤ 60 days (1)Due later (1)

Case Difficulty Mix

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.

13
Hard (59%)
6
Medium (27%)
3
Easy (14%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only3 (14%)
§101 + other10 (45%)
§103 only4 (18%)
Double-patenting only3 (14%)
Double-patenting + other2 (9%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
7
Information Tech
32% of docket
1
Communications
5% of docket
0
Semiconductors
0% of docket
3
Mechanical / Eng
14% of docket
11
Business / Other
50% of docket

Time-on-OA Estimate

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.

220 h
Manual time on pending OAs
44 h
Time saved (low, 20%)
77 h
Time saved (mid, 35%)
1.9 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
HOANG, PHI 2 81.9% +16.6%
SCHNURR, JOHN R 2 72.1% +10.8%
BLAISE, MALINA D 2 57.5% +38.8%
BOROWSKI, MICHAEL 1 27.6% +57.1%
UDDIN, MD I 1 77.1% +73.7%
MONTOYA, OSCHTA I 1 71.4% +14.3%
DESIR, PIERRE LOUIS 1 61.6% +33.6%
MA, MICHELLE HAU 1 73.7% +45.5%
ANTOINE, LISA HOPE 1 16.1% +67.6%
DOSHI, ANKIT B 1 67.0% +22.3%

Quick Wins (2)

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 #TitleExaminerDue 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 —

Hard Cases (13)

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 #TitleExaminerDue in
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 —
19258351 SYSTEM AND METHODS FOR IMPLEMENTING A FEATURE SET OF HIGH-DIMENSIONAL SPATIAL DATA IN SPORTS PREDICTIONS UDDIN, MD I —
19064094 SYSTEMS AND METHODS FOR USING MACHINE-LEARNING TO EXTRACT AND PROCESS AUDIO DATA DESIR, PIERRE LOUIS —
19040976 SYSTEMS AND METHODS FOR GENERATING AN INTERACTIVE DISPLAY FOR PLAYER INDEXING ANTOINE, LISA HOPE —
19018472 SYSTEM AND METHOD FOR GENERATING DAILY-UPDATED RATING OF INDIVIDUAL PLAYER PERFORMANCE IN SPORTS DOSHI, ANKIT B —

Interview Candidates (13)

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 #TitleExaminerDue in
19292430 SYSTEMS AND METHODS FOR UTILIZING TRACKING DATA FOR PREDICTING PLAYER RATINGS BOROWSKI, MICHAEL —
19258351 SYSTEM AND METHODS FOR IMPLEMENTING A FEATURE SET OF HIGH-DIMENSIONAL SPATIAL DATA IN SPORTS PREDICTIONS UDDIN, MD I —
19171952 RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS HOANG, PHI —
19172258 SYSTEMS AND METHODS FOR PANORAMIC AND TACTICAL VIDEO GENERATION SCHNURR, JOHN R —
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 —
19042384 SYSTEMS AND METHODS FOR GENERATING SPORTS MEDIA CONTENT FOR AN INTERACTIVE DISPLAY MA, MICHELLE HAU —

Top Art Units

Art UnitApps
2425 2
3624 1
2169 1
2421 1
2692 1
3715 1
2115 1
3711 1
2148 1
2125 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
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
19258351 SYSTEM AND METHODS FOR IMPLEMENTING A FEATURE SET OF HIGH-DIMENSIONAL SPATIAL DATA IN SPORTS PREDICTIONS UDDIN, MD I 2169 §101§102§103 Non-Final OA — Pending Jul 02, 2025
19171952 RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS HOANG, PHI — DP Non-Final OA — Pending Apr 07, 2025
19172258 SYSTEMS AND METHODS FOR PANORAMIC AND TACTICAL VIDEO GENERATION SCHNURR, JOHN R 2425 §103 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
19073446 RECOMMENDATION ENGINE FOR COMBINING IMAGES AND GRAPHICS OF SPORTS CONTENT BASED ON ARTIFICIAL INTELLIGENCE GENERATED GAME METRICS HOANG, PHI — 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 — §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 — §103 Non-Final OA — Pending Jan 31, 2025
19042804 SYSTEMS AND METHODS FOR GENERATING A SMART OVERLAY FOR AN INTERACTIVE DISPLAY SCHNURR, JOHN R 2425 §103DP Non-Final OA — Pending Jan 31, 2025
19040976 SYSTEMS AND METHODS FOR GENERATING AN INTERACTIVE DISPLAY FOR PLAYER INDEXING ANTOINE, LISA HOPE — §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 — §101Other Non-Final OA — Pending Jan 13, 2025
19014639 SYSTEM AND METHOD FOR PLAYER REIDENTIFICATION IN BROADCAST VIDEO OSINSKI, MICHAEL S — 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 — §101§103Other Non-Final OA — Pending Jan 02, 2025
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
18815103 SEMI-SUPERVISED ACTION-ACTOR DETECTION FROM TRACKING DATA IN SPORT NAH, JONGBONG — §103 Non-Final OA — Pending Aug 26, 2024
18593110 SYSTEMS AND METHODS FOR A COUPLED PLAY, DRIVE, AND MATCH OUTCOME PREDICTION SYSTEM FOR LIVE SPORTS ANDERSON, SCOTT C — §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 — §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
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
17167400 GENERATING ROLES IN SPORTS THROUGH UNSUPERVISED LEARNING PRESSLY, KURT NICHOLAS 2125 §101§103 Final Rejection — Pending Feb 04, 2021

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