Prosecution Insights
Prosecution Insights
61 pending office actions • 25 art units • 54 examiners • 0 of 61 (0%) have an AI response strategy ready • 177 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 14 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. 14 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 | 3 (5%) |
| §101 + other | 12 (20%) |
| §103 only | 27 (44%) |
| §102 only | 1 (2%) |
| §112 only | 1 (2%) |
| Double-patenting only | 1 (2%) |
| Double-patenting + other | 1 (2%) |
| Multi-statute (no §101) | 15 (25%) |
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 |
|---|---|---|---|
| WADE-WRIGHT, SHAQUEAL D | 4 | 85.0% | +18.2% |
| TALIOUA, ABDELBASST | 2 | 59.3% | +35.0% |
| ZOUBAIR, NOURA | 2 | 73.1% | +61.3% |
| MAY, ROBERT F | 2 | 74.2% | +31.3% |
| HERZOG, MADHURI R | 2 | 78.3% | +12.0% |
| BROWN, CHRISTOPHER J | 1 | 75.3% | +12.6% |
| MEHEDI, MORSHED | 1 | 85.9% | -0.8% |
| ABYANEH, ALI S | 1 | 77.7% | +56.0% |
| REZA, MOHAMMAD W | 1 | 87.6% | +10.9% |
| CADORNA, CHRISTOPHER PALACA | 1 | 66.4% | +19.6% |
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 |
|---|---|---|---|
| 19224382 | STRATEGICALLY AGED DOMAIN DETECTION | MEHEDI, MORSHED | — |
| 19195964 | SECURE BROWSER AND BROWSING SECURITY | WADE-WRIGHT, SHAQUEAL D | — |
| 19195086 | MALWARE ANALYSIS OF DATA/FILES PRIOR TO STORAGE IN ISOLATED SECURE ENVIRONMENT | WADE-WRIGHT, SHAQUEAL D | — |
| 19092316 | SOFTWARE-AS-A-SERVICE USAGE MONITORING WITH SECURE BROWSER OR BROWSER ENVIRONMENT | WADE-WRIGHT, SHAQUEAL D | — |
| 19089105 | BROWSER MANAGED ACCESS OF CORPORATE RESOURCES | WADE-WRIGHT, SHAQUEAL D | — |
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 |
|---|---|---|---|
| 18621872 | GRAMMAR POWERED RETRIEVAL AUGMENTED GENERATION FOR DOMAIN SPECIFIC LANGUAGES | MAY, ROBERT F | 43d overdue |
| 18931476 | AUTOMATICALLY DETECTING UNKNOWN PACKERS | LITTLE, VANCE M | 30d overdue |
| 18525342 | INTELLIGENT SECURITY FOR ZERO TRUST IN MOBILE NETWORKS WITH SECURITY PLATFORMS USING A PACKET FORWARDING CONTROL PROTOCOL | HERZOG, MADHURI R | 25d overdue |
| 18784438 | PERMANENT IDENTIFIER BASED SECURITY FOR REMOTE UES IN MOBILE NETWORKS | JOO, JOSHUA | 24d overdue |
| 18925278 | MALWARE ANALYSIS THROUGH VIRTUAL MACHINE FORKING | WILLIAMS, JEFFERY L | 9d overdue |
| 18432878 | INTERWORKING OF STUN AND ALG | MCBETH, WILLIAM C | 9d overdue |
| 19184917 | DETECTING SHADOWED DOMAINS | ABYANEH, ALI S | — |
| 19088871 | BROWSER ACTIVITY MANAGEMENT WITH ACTIONS BASED ON CONTEXT OF TRIGGERING EVENTS | REZA, MOHAMMAD W | — |
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 |
|---|---|---|---|
| 18621872 | GRAMMAR POWERED RETRIEVAL AUGMENTED GENERATION FOR DOMAIN SPECIFIC LANGUAGES | MAY, ROBERT F | 43d overdue |
| 18525342 | INTELLIGENT SECURITY FOR ZERO TRUST IN MOBILE NETWORKS WITH SECURITY PLATFORMS USING A PACKET FORWARDING CONTROL PROTOCOL | HERZOG, MADHURI R | 25d overdue |
| 18525375 | INTELLIGENT SECURITY FOR ZERO TRUST IN MOBILE NETWORKS WITH SECURITY PLATFORMS USING A DIAMETER PROTOCOL OR A RADIUS PROTOCOL | HERZOG, MADHURI R | 5d overdue |
| 18429191 | SECURITY POLICY ANALYSIS | ZOUBAIR, NOURA | 6d |
| 19226387 | INLINE RANSOMWARE DETECTION VIA SERVER MESSAGE BLOCK (SMB) TRAFFIC | BROWN, CHRISTOPHER J | — |
| 19195964 | SECURE BROWSER AND BROWSING SECURITY | WADE-WRIGHT, SHAQUEAL D | — |
| 19195086 | MALWARE ANALYSIS OF DATA/FILES PRIOR TO STORAGE IN ISOLATED SECURE ENVIRONMENT | WADE-WRIGHT, SHAQUEAL D | — |
| 19184917 | DETECTING SHADOWED DOMAINS | ABYANEH, ALI S | — |
| Art Unit | Apps |
|---|---|
| 2434 | 5 |
| 2499 | 4 |
| 2445 | 3 |
| 2154 | 3 |
| 2449 | 3 |
| 2431 | 2 |
| 2437 | 2 |
| 2494 | 2 |
| 2455 | 2 |
| 2443 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19226387 | INLINE RANSOMWARE DETECTION VIA SERVER MESSAGE BLOCK (SMB) TRAFFIC | BROWN, CHRISTOPHER J | — | §103Other | Non-Final OA | — | Pending | Jun 03, 2025 |
| 19224382 | STRATEGICALLY AGED DOMAIN DETECTION | MEHEDI, MORSHED | — | DP | Non-Final OA | — | Pending | May 30, 2025 |
| 19195964 | SECURE BROWSER AND BROWSING SECURITY | WADE-WRIGHT, SHAQUEAL D | — | §103 | Non-Final OA | — | Pending | May 01, 2025 |
| 19195086 | MALWARE ANALYSIS OF DATA/FILES PRIOR TO STORAGE IN ISOLATED SECURE ENVIRONMENT | WADE-WRIGHT, SHAQUEAL D | — | §112 | Non-Final OA | — | Pending | Apr 30, 2025 |
| 19184917 | DETECTING SHADOWED DOMAINS | ABYANEH, ALI S | — | §101§103DP | Non-Final OA | — | Pending | Apr 21, 2025 |
| 19092316 | SOFTWARE-AS-A-SERVICE USAGE MONITORING WITH SECURE BROWSER OR BROWSER ENVIRONMENT | WADE-WRIGHT, SHAQUEAL D | — | §103 | Non-Final OA | — | Pending | Mar 27, 2025 |
| 19089105 | BROWSER MANAGED ACCESS OF CORPORATE RESOURCES | WADE-WRIGHT, SHAQUEAL D | — | §103 | Non-Final OA | — | Pending | Mar 25, 2025 |
| 19088871 | BROWSER ACTIVITY MANAGEMENT WITH ACTIONS BASED ON CONTEXT OF TRIGGERING EVENTS | REZA, MOHAMMAD W | — | §101§102§112Other | Non-Final OA | — | Pending | Mar 24, 2025 |
| 19084500 | IOT APPLICATION LEARNING | TALIOUA, ABDELBASST | — | §101§102§103§112 | Non-Final OA | — | Pending | Mar 19, 2025 |
| 19065786 | IOT POLICY RECOMMENDATION LARGE LANGUAGE MODEL (LLM) EMBEDDINGS BASED GLOBAL BEHAVIOR LEARNING | CADORNA, CHRISTOPHER PALACA | — | §103§112 | Non-Final OA | — | Pending | Feb 27, 2025 |
| 19064542 | SECURE ACCESS SERVICE EDGE INTERCONNECT PLATFORM | FARROW, FELICIA | 2431 | §101§103 | Non-Final OA | — | Pending | Feb 26, 2025 |
| 19064332 | PROVIDING IDENTITY PROTECTION | JEAN, FRANTZ B | — | §103 | Non-Final OA | — | Pending | Feb 26, 2025 |
| 19052096 | SECURING CONTROL AND USER PLANE SEPARATION IN MOBILE NETWORKS | NIPA, WASIKA | — | §103 | Non-Final OA | — | Pending | Feb 12, 2025 |
| 19048575 | APPLICATION PRECEDENCE BASED TRAFFIC POLICY ENFORCEMENT | NEURAUTER JR, GEORGE C | — | §112DP | Non-Final OA | — | Pending | Feb 07, 2025 |
| 19045877 | PROVIDING QUANTUM-SAFE COMMUNICATIONS SECURITY OVER AN INSECURE NETWORK | VU, TAYLOR P | 2437 | §103 | Non-Final OA | — | Pending | Feb 05, 2025 |
| 19041120 | MALICIOUS URL DETECTION AND REMEDIATION FOR COLLABORATION-BASED SAAS APPLICATIONS | CHEN, SHIN HON | 2431 | §103 | Final Rejection | — | Pending | Jan 30, 2025 |
| 19040744 | CONTEXT-BASED SECURITY IN MOBILE NETWORKS USING AN API AND A DATA STORE | JACKSON, JENISE E | — | §103Other | Non-Final OA | — | Pending | Jan 29, 2025 |
| 19001052 | CONSOLIDATED ALERT REMEDIATION USING LARGE LANGUAGE MODELS AND GRAPH STRUCTURES | ALATA, AYOUB | 2494 | §101§102§103 | Non-Final OA | — | Pending | Dec 24, 2024 |
| 18987548 | AUTHENTICATION USING PERSISTENT TOKEN AND MDM CERTIFICATE | MAHMOUDI, RODMAN ALEXANDER | 2499 | §103§112 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18982334 | INTELLIGENT DEPLOYMENT REGION SELECTION AND SCALING OF CLOUD-BASED FIREWALLS | DOAN, TAN | 2445 | §103 | Non-Final OA | — | Pending | Dec 16, 2024 |
| 18947986 | METHOD AND SYSTEM FOR AUTOMATICALLY GENERATING MALWARE SIGNATURE | TRUONG, THONG P | — | §103 | Non-Final OA | — | Pending | Nov 14, 2024 |
| 18940529 | CONTEXT-BASED FOLLOW UP QUERY GENERATION IN TEXT-TO-DATABASE QUERY CONVERSION SYSTEMS | CHANNAVAJJALA, SRIRAMA T | 2154 | §101§103 | Final Rejection | — | Pending | Nov 07, 2024 |
| 18940460 | ARTIFICIAL INTELLIGENCE ASSISTED CONFIGURATION COMPLIANCE POLICY CREATION AND ENFORCEMENT FRAMEWORK | ARYAL, AAYUSH | 2435 | §103 | Final Rejection | — | Pending | Nov 07, 2024 |
| 18933932 | IP ADDRESS MOBILITY IN A HOST-ROUTING NETWORK | YE, ZI | 2455 | §102§103 | Final Rejection | — | Pending | Oct 31, 2024 |
| 18931476 | AUTOMATICALLY DETECTING UNKNOWN PACKERS | LITTLE, VANCE M | 2494 | §101§102§103§112 | Final Rejection | 30d overdue | Pending | Oct 30, 2024 |
| 18925278 | MALWARE ANALYSIS THROUGH VIRTUAL MACHINE FORKING | WILLIAMS, JEFFERY L | 2495 | §103§112 | Final Rejection | 9d overdue | Pending | Oct 24, 2024 |
| 18926165 | EXPLICIT PROXY SOLUTIONS FOR 5G SECURITY WITH SERVICE ACCESS SERVICE EDGE (SASE) WITH SERVICE PROVIDE NETWORK ATTACH TO PRISMA SASE | MALINOWSKI, WALTER J | 2439 | §101§103 | Non-Final OA | — | Pending | Oct 24, 2024 |
| 18919978 | AUTOMATED FUNCTION-LEVEL CODE SIGNATURE GENERATION FOR WINDOWS-PE AND ELF MALWARE DETECTION | ABDULLAHI, ABDULLAHI MOHAMED | 2434 | §103 | Non-Final OA | — | Pending | Oct 18, 2024 |
| 18914180 | Adaptable cybersecurity playbooks | ANKRUM, ALEC CHRISTOPHER | 2434 | §103§112 | Final Rejection | — | Pending | Oct 13, 2024 |
| 18894889 | ADNS TELEMETRY | HUSSAIN, TAUQIR | 2449 | §102§103 | Final Rejection | — | Pending | Sep 24, 2024 |
| 18894366 | ADVANCED INLINE DETECTION FOR REAL-TIME IDENTIFICATION OF LATERAL MOVEMENT | PARK, SANGSEOK | 2499 | §102§103 | Final Rejection | — | Pending | Sep 24, 2024 |
| 18789388 | AUTOMATIC DISCOVERY OF APPLICATION ADMINISTRATOR | ZOUBAIR, NOURA | 2434 | §103 | Non-Final OA | — | Pending | Jul 30, 2024 |
| 18786637 | API attack script generation | MARTINEZ, TOMMY NMN | 2496 | §101§103§112 | Non-Final OA | — | Pending | Jul 29, 2024 |
| 18784438 | PERMANENT IDENTIFIER BASED SECURITY FOR REMOTE UES IN MOBILE NETWORKS | JOO, JOSHUA | 2445 | §103§112 | Non-Final OA | 24d overdue | Pending | Jul 25, 2024 |
| 18774568 | MACHINE LEARNING PIPELINE FOR DETECTING ZERO-DAY PHISHING KIT SOURCE CODES | ANDERSON, MICHAEL D | 2433 | §103 | Final Rejection | 28d overdue | Pending | Jul 16, 2024 |
| 18767688 | PRIVACY-AWARE DYNAMIC ATTACK PATH EXPLAINER | SHAW, BRIAN F | 2432 | §103 | Final Rejection | — | Pending | Jul 09, 2024 |
| 18751422 | PERSISTENT DEVICE IDENTIFIER DRIVEN COMPROMISED DEVICE QUARANTINE | TODD, GREGORY G | 2443 | §103 | Final Rejection | — | Pending | Jun 24, 2024 |
| 18680876 | VISCAD: VISUAL-GUIDED CAMPAIGN AUTO-DISCOVERY | HOLLISTER, JAMES ROSS | 2499 | §103 | Final Rejection | 30d overdue | Pending | May 31, 2024 |
| 18667982 | ML BASED DOMAIN RISK SCORING AND ITS APPLICATIONS TO ADVANCED URL FILTERING | AHMED, MAHABUB S | 2434 | §103 | Final Rejection | — | Pending | May 17, 2024 |
| 18651431 | DATA PATH FAILURE ROOT CAUSE IDENTIFICATION WITH MODIFIED PACKETS | TALIOUA, ABDELBASST | 2445 | §103 | Final Rejection | — | Pending | Apr 30, 2024 |
| 18646561 | NOISE ADDITION FOR DIFFERENTIAL PRIVACY WITH PRESERVATION OF DATA UTILITY | XIA, XUYANG | — | §101§103 | Non-Final OA | — | Pending | Apr 25, 2024 |
| 18634946 | Broken object level authorization vulnerability detection | LI, MENG | 2437 | §103 | Non-Final OA | — | Pending | Apr 14, 2024 |
| 18621872 | GRAMMAR POWERED RETRIEVAL AUGMENTED GENERATION FOR DOMAIN SPECIFIC LANGUAGES | MAY, ROBERT F | 2154 | §101§103§112 | Final Rejection | 43d overdue | Pending | Mar 29, 2024 |
| 18620606 | SCALABLE DOMAIN-LEVEL SINKHOLING AND INTERACTION OF NETWORK TRAFFIC | LEE, MICHAEL M | 2436 | §102§103§112 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18588860 | TWO-STAGE ANOMALOUS DEVICE DETECTION | ANYAN, BARBARA BURGESS | 2457 | §102 | Final Rejection | 8d overdue | Pending | Feb 27, 2024 |
| 18432878 | INTERWORKING OF STUN AND ALG | MCBETH, WILLIAM C | 2449 | §103§112 | Final Rejection | 9d overdue | Pending | Feb 05, 2024 |
| 18429177 | TOPOLOGICAL CO-RELATION | DAVIS, ZACHARY A | 2492 | §103§112 | Non-Final OA | — | Pending | Jan 31, 2024 |
| 18429191 | SECURITY POLICY ANALYSIS | ZOUBAIR, NOURA | 2434 | §103 | Non-Final OA | 6d | Pending | Jan 31, 2024 |
| 18544240 | GLOBAL SEARCH OF A SECURITY RELATED DATA STORE USING NATURAL LANGUAGE PROCESSING | MAY, ROBERT F | 2154 | §101§103§112 | Non-Final OA | — | Pending | Dec 18, 2023 |
| 18535122 | THREAT INTELLIGENCE DIALOGUE SYSTEM FOR INTERFACING WITH A PROPRIETARY THREAT INTELLIGENCE DATABASE | SMITH, SEAN THOMAS | 2659 | §103 | Final Rejection | 17d overdue | Pending | Dec 11, 2023 |
| 18525342 | INTELLIGENT SECURITY FOR ZERO TRUST IN MOBILE NETWORKS WITH SECURITY PLATFORMS USING A PACKET FORWARDING CONTROL PROTOCOL | HERZOG, MADHURI R | 2438 | §102§103 | Non-Final OA | 25d overdue | Pending | Nov 30, 2023 |
| 18525375 | INTELLIGENT SECURITY FOR ZERO TRUST IN MOBILE NETWORKS WITH SECURITY PLATFORMS USING A DIAMETER PROTOCOL OR A RADIUS PROTOCOL | HERZOG, MADHURI R | 2438 | §103 | Non-Final OA | 5d overdue | Pending | Nov 30, 2023 |
| 18487256 | ORGANIZATION-SPECIFIC CYBERSECURITY DIALOGUE SYSTEM WITH LARGE LANGUAGE MODELS | CHANG, TOM Y | 2455 | §103§112 | Final Rejection | — | Pending | Oct 16, 2023 |
| 18468962 | MACHINE LEARNING-BASED FILTERING OF FALSE POSITIVE PATTERN MATCHES FOR PERSONALLY IDENTIFIABLE INFORMATION | ALMEIDA, DEVIN E | 2492 | §103 | Final Rejection | 11d overdue | Pending | Sep 18, 2023 |
| 18228397 | ASSET SECURITY AND RISK POSTURE VISUALIZATION | BENGZON, GREG C | 2444 | §103 | Final Rejection | 4d overdue | Pending | Jul 31, 2023 |
| 18227601 | INTRUSION PREVENTION BASED ON INFECTION CHAINS | CELANI, NICHOLAS P | 2449 | §103 | Final Rejection | — | Pending | Jul 28, 2023 |
| 18353348 | TAILORED RECOMMENDATION OF SOFTWARE UPDATES TO NETWORK ELEMENTS | SMITH, CHENECA | 2192 | §101 | Final Rejection | — | Pending | Jul 17, 2023 |
| 18347764 | HYPERVISOR-BASED MONITORING OF SAMPLES EXECUTING IN A VIRTUAL MACHINE VIA AMSI INTERCEPTION | STEINLE, ANDREW J | 2497 | §102§103 | Final Rejection | — | Pending | Jul 06, 2023 |
| 17814005 | DATA SLICING FOR INTERNET ASSET ATTRIBUTION | PHAKOUSONH, DARAVANH | 2121 | §101 | Non-Final OA | — | Pending | Jul 21, 2022 |
| 17826766 | IDENTIFY AND BLOCK DOMAINS USED FOR NXNS-BASED DDOS ATTACK | MAAZOUZ, GHIZLANE | 2499 | §103§112 | Non-Final OA | — | Pending | May 27, 2022 |
| 17737787 | Anomaly Detection for Cloud Computing Platforms | VANG, MENG | 2443 | §101 | Final Rejection | — | Pending | May 05, 2022 |
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