Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19267469 | Proxy-based Secure Model Context Protocol Server Access for Artificial Intelligence Agents | July 2025 | October 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19073463 | METHOD, APPARATUS, DEVICE AND MEDIUM FOR IP QUALITY DATA PROCESSING IN CDN | March 2025 | November 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18897499 | MANAGING ACCESS TO PRIVATE NETWORK RESOURCES FROM EXTERNAL DEVICES VIA A RELAY COMPUTING ELEMENT | September 2024 | February 2026 | Allow | 16 | 0 | 0 | Yes | No |
| 18825207 | DATA TRANSFER DEVICE AND METHOD | September 2024 | January 2026 | Allow | 16 | 0 | 0 | Yes | No |
| 18771762 | UNIVERSAL NETWORK LANGUAGE MODEL WITH API INTERFACE FOR CROSS-PLATFORM SUPPORT AND LOG SUMMARIZATION | July 2024 | November 2025 | Allow | 16 | 0 | 0 | Yes | No |
| 18758042 | LINK-LEVEL NETWORK VIRTUALIZATION ARCHITECTURE FOR LARGE-SCALE NETWORK FUNCTION VIRTUALIZATION APPLICATIONS | June 2024 | September 2025 | Allow | 15 | 0 | 0 | Yes | No |
| 18593628 | Automated Data Backfilling For Network Data Processing | March 2024 | September 2025 | Allow | 18 | 0 | 0 | Yes | No |
| 18523534 | COALESCING PUBLIC INTERNET PACKETS INTO JUMBO FRAMES BETWEEN SD-WAN PROVIDER NETWORK SERVICES | November 2023 | January 2026 | Allow | 25 | 0 | 1 | Yes | No |
| 18507445 | Systems and methods for dynamic distributed name resolution | November 2023 | September 2025 | Allow | 22 | 0 | 0 | Yes | No |
| 18497571 | Heterogeneous Graph Clustering Using a Pointwise Mutual Information Criterion | October 2023 | October 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18486496 | NETWORK LINK ESTABLISHMENT IN A MULTI-CLOUD INFRASTRUCTURE | October 2023 | December 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18369074 | ON-DEMAND UNIKERNEL FOR APPLICATION PROTECTION | September 2023 | July 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18243435 | PARSING LOGICAL NETWORK DEFINITION FOR DIFFERENT SITES | September 2023 | April 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18218730 | FRONT-END OPTIMIZATION IN A CONTENT DELIVERY NETWORK (CDN) | July 2023 | June 2024 | Allow | 12 | 0 | 0 | Yes | No |
| 18218715 | UNIFORMITY OF INSTRUCTIONS FOR CONTENT REQUESTS AND RESPONSES IN A CONTENT DELIVERY NETWORK | July 2023 | March 2024 | Allow | 9 | 0 | 0 | Yes | No |
| 18298838 | APPLICATION-CENTRIC WEB PROTOCOL-BASED DATA STORAGE | April 2023 | November 2025 | Allow | 31 | 2 | 1 | Yes | No |
| 18194434 | Automated Data Backfilling For Network Data Processing | March 2023 | December 2023 | Allow | 9 | 0 | 1 | Yes | No |
| 18124571 | CAPACITY PLANNING AND RECOMMENDATION SYSTEM | March 2023 | March 2024 | Abandon | 12 | 1 | 0 | No | No |
| 18115820 | PRE-FETCH ENGINE WITH SECURITY ACCESS CONTROLS FOR MESH DATA NETWORK | March 2023 | July 2023 | Allow | 5 | 0 | 0 | Yes | No |
| 18174946 | CLOUD-BASED, GEOSPATIALLY-ENABLED DATA RECORDING, NOTIFICATION, AND RENDERING SYSTEM AND METHOD | February 2023 | July 2025 | Allow | 29 | 2 | 1 | Yes | No |
| 18017250 | INTERACTION METHOD AND APPARATUS, AND ELECTRONIC DEVICE | January 2023 | August 2025 | Allow | 31 | 2 | 1 | Yes | No |
| 18150591 | METHOD AND APPARATUS FOR SENDING DOMAIN NAME SYSTEM REQUEST | January 2023 | February 2025 | Abandon | 26 | 2 | 1 | Yes | No |
| 18088279 | METHOD FOR DETECTING ANOMALIES IN COMMUNICATIONS, AND CORRESPONDING DEVICE AND COMPUTER PROGRAM PRODUCT | December 2022 | September 2023 | Allow | 8 | 0 | 0 | Yes | No |
| 18078231 | COLLABORATIVE RELATIONAL MANAGEMENT OF NETWORK AND CLOUD-BASED RESOURCES | December 2022 | November 2025 | Allow | 36 | 4 | 0 | Yes | No |
| 18055652 | LOAD BALANCING DEVICE CONNECTIONS | November 2022 | December 2023 | Allow | 13 | 0 | 1 | Yes | No |
| 17983312 | NETWORK PATH RECOMMENDATIONS FOR SERVICES EXECUTING ON CLOUD PLATFORMS | November 2022 | July 2023 | Allow | 16 | 0 | 0 | Yes | No |
| 17963696 | Automated Videoconference Systems, Controllers And Methods | October 2022 | November 2023 | Allow | 13 | 2 | 0 | Yes | No |
| 17959421 | PROXY-SERVICE MESSAGE TRANSLATION AND SECURITY | October 2022 | December 2023 | Abandon | 15 | 1 | 0 | No | No |
| 17958115 | SERVICE ASSURANCE IN 5G NETWORKS USING KEY PERFORMANCE INDICATOR NAVIGATION TOOL | September 2022 | January 2026 | Allow | 39 | 0 | 1 | Yes | No |
| 17951646 | FRONT-END OPTIMIZATION IN A CONTENT DELIVERY NETWORK (CDN) | September 2022 | May 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 17914137 | ESTABLISHMENT OF A TELECOMMUNICATIONS SERVICE | September 2022 | March 2024 | Abandon | 18 | 2 | 0 | No | No |
| 17951817 | UNIFORMITY OF INSTRUCTIONS FOR CONTENT REQUESTS AND RESPONSES IN A CONTENT DELIVERY NETWORK | September 2022 | May 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 17946882 | Information Technology Ecosystem Environment for Performing an Information Technology Environment Sustainability Operation | September 2022 | January 2026 | Abandon | 60 | 6 | 0 | Yes | No |
| 17944226 | AUTOMATING SECURED DEPLOYMENT OF CONTAINERIZED WORKLOADS ON EDGE DEVICES | September 2022 | October 2025 | Allow | 37 | 2 | 1 | Yes | No |
| 17944822 | SYSTEM AND METHOD OF SOFTWARE DEFINED NETWORK ENABLED SLICING AS A SERVICE UTILIZING ARTIFICIAL INTELLIGENCE | September 2022 | May 2024 | Allow | 20 | 1 | 1 | Yes | No |
| 17930816 | PREDICTIVE DYNAMIC CACHING IN EDGE DEVICES WHEN CONNECTIVITY MAY BE POTENTIALLY LOST | September 2022 | December 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17907861 | NETWORK MANAGEMENT APPARATUS, NETWORK MANAGEMENT METHOD AND NETWORK MANAGEMENT SYSTEM | August 2022 | April 2025 | Abandon | 31 | 2 | 0 | Yes | No |
| 17888189 | SYSTEMS AND METHODS TO DETERMINE THE LOSS OF ABILITY TO NOTIFY CUSTOMER THROUGH MOBILE APP AND PROMPT RE-DOWNLOAD | August 2022 | April 2025 | Allow | 32 | 2 | 0 | Yes | No |
| 17799428 | Heterogeneous Graph Clustering Using a Pointwise Mutual Information Criterion | August 2022 | July 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 17796882 | DISCOVERY OF SERVICE INSTANCE | August 2022 | December 2023 | Abandon | 16 | 1 | 1 | No | No |
| 17796479 | METHOD, PROGRAM, MEDIUM, AND DEVICE FOR INTERCONNECTING PRIMARY NETWORK DOMAIN WITH SECONDARY NETWORK DOMAIN THROUGH GATEWAY DEVICE | July 2022 | September 2024 | Abandon | 26 | 2 | 0 | Yes | No |
| 17796485 | IN-VEHICLE DEVICE, MANAGEMENT DEVICE, DETERIORATION DETERMINATION METHOD, CHANGE FACTOR DISCRIMINATION METHOD, ABNORMALITY FACTOR DISCRIMINATION METHOD, AND STORAGE MEDIUM FOR NETWORK PATH DETERIORATION DETECTION IN VEHICLES | July 2022 | November 2025 | Allow | 40 | 3 | 1 | Yes | No |
| 17872896 | Slow Network Detection and Response | July 2022 | December 2022 | Allow | 5 | 0 | 0 | Yes | No |
| 17791957 | GROUP UPDATING METHOD, MESSAGE SENDING METHOD, AND APPARATUSES | July 2022 | April 2024 | Abandon | 21 | 2 | 1 | Yes | No |
| 17825323 | SYSTEMS AND METHODS FOR GENERATING A TARGET DATASET HAVING A TARGET DATA FORMAT ON A USER DEVICE | May 2022 | February 2026 | Allow | 45 | 4 | 0 | Yes | Yes |
| 17747562 | ELASTIC OVERLAY NETWORK GENERATION | May 2022 | November 2025 | Allow | 42 | 2 | 0 | Yes | No |
| 17772027 | Providing Data Streams to a Consuming Client | April 2022 | April 2025 | Allow | 36 | 4 | 0 | Yes | No |
| 17703851 | METHOD FOR DIRECTED NETWORK DETECTION, COMPUTER-READABLE STORAGE MEDIUM, AND RELATED DEVICE | March 2022 | August 2025 | Allow | 40 | 3 | 0 | Yes | No |
| 17584088 | USING A TREE STRUCTURE TO SEGMENT AND DISTRIBUTE RECORDS ACROSS ONE OR MORE DECENTRALIZED, ACYCLIC GRAPHS OF CRYPTOGRAPHIC HASH POINTERS | January 2022 | December 2022 | Allow | 10 | 0 | 0 | Yes | No |
| 17581265 | SYSTEMS AND METHODS FOR ELECTRONIC DISTRIBUTION OF MESSAGES OVER COMMUNICATION CHANNELS | January 2022 | August 2025 | Allow | 43 | 5 | 0 | Yes | No |
| 17568587 | BROADCAST SIGNAL TRANSMITTING/RECEIVING DEVICE AND METHOD | January 2022 | December 2022 | Allow | 11 | 0 | 0 | Yes | No |
| 17539861 | METHOD AND SYSTEM FOR TRANSMITTING MULTIPLE DATA | December 2021 | August 2023 | Allow | 20 | 2 | 0 | Yes | No |
| 17538212 | STATE-BASED ANOMALY DETECTION TO ENABLE DIAGNOSTIC DATA COLLECTION FOR SPECIFIC SUBSCRIBERS IN CORE NETWORK NODES OF A TELECOMMUNICATIONS NETWORK | November 2021 | June 2025 | Abandon | 43 | 2 | 0 | Yes | No |
| 17530548 | DECENTRALIZED DATABASE OPTIMIZATIONS | November 2021 | November 2022 | Allow | 12 | 0 | 0 | Yes | No |
| 17520394 | SMART WHITELISTING FOR DNS SECURITY | November 2021 | June 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17397655 | PROVIDING A NOTIFICATION SYSTEM IN A VIRTUAL PRIVATE NETWORK | August 2021 | January 2023 | Allow | 17 | 2 | 0 | Yes | No |
| 17443670 | CLOUD-BASED, GEOSPATIALLY-ENABLED DATA RECORDING, NOTIFICATION, AND RENDERING SYSTEM AND METHOD | July 2021 | October 2022 | Allow | 14 | 2 | 0 | Yes | No |
| 17362079 | UNIFORMITY OF INSTRUCTIONS FOR CONTENT REQUESTS AND RESPONSES IN A CONTENT DELIVERY NETWORK | June 2021 | August 2022 | Allow | 14 | 1 | 0 | Yes | No |
| 17419240 | DATA MONITORING | June 2021 | November 2023 | Abandon | 29 | 0 | 1 | No | No |
| 17359958 | METHOD AND SYSTEM FOR PREVENTING CSRF ATTACK ON WEBSITES USING FIRST PRIORITY ACTIVE SESSION | June 2021 | October 2023 | Abandon | 28 | 2 | 0 | No | No |
| 17354153 | FILE EXTRACTION FROM NETWORK DATA TO ARTIFACT STORE FILES AND FILE RECONSTRUCTION | June 2021 | May 2022 | Allow | 11 | 0 | 1 | Yes | No |
| 17341626 | MANAGING INITIATOR IDENTITIES | June 2021 | July 2025 | Allow | 49 | 5 | 0 | Yes | No |
| 17341173 | APPARATUS HAVING ENGINE USING ARTIFICIAL INTELLIGENCE FOR DETECTING ANOMALIES IN A COMPUTER NETWORK | June 2021 | April 2022 | Allow | 10 | 0 | 0 | Yes | No |
| 17331318 | SYSTEM, METHOD, DEVICE AND COMPUTER PROGRAM PRODUCT FOR CONNECTING USERS TO A PERSISTENT AR ENVIRONMENT | May 2021 | March 2026 | Allow | 57 | 6 | 0 | Yes | No |
| 17323860 | Cyber Security for Instant Messaging Across Platforms | May 2021 | December 2025 | Allow | 55 | 4 | 1 | Yes | No |
| 17302017 | PREVENTING SCHEDULING OR EXECUTING A RESOURCE ON AN INCONSISTENT HOST NODE | April 2021 | August 2022 | Allow | 16 | 0 | 0 | Yes | No |
| 17235546 | METHOD AND SYSTEM FOR STOPPING MULTI-VECTOR PHISHING ATTACKS USING CLOUD POWERED ENDPOINT AGENTS | April 2021 | September 2022 | Allow | 17 | 0 | 0 | Yes | No |
| 17228887 | SYSTEM FOR ENTERPRISE EVENT ANALYSIS | April 2021 | April 2022 | Allow | 13 | 2 | 0 | Yes | No |
| 17229386 | PHISHING DOMAIN DETECTION SYSTEMS AND METHODS | April 2021 | August 2022 | Allow | 16 | 1 | 0 | Yes | No |
| 17220553 | SECURITY THREAT DETECTION BASED ON NETWORK FLOW ANALYSIS | April 2021 | January 2024 | Allow | 33 | 3 | 0 | Yes | Yes |
| 17202938 | BROADCAST SIGNAL TRANSMITTING/RECEIVING DEVICE AND METHOD | March 2021 | October 2021 | Allow | 7 | 0 | 0 | Yes | No |
| 17200986 | MODEL TRAINING METHOD, DATA PROCESSING METHOD, ELECTRONIC DEVICE, AND PROGRAM PRODUCT | March 2021 | May 2022 | Allow | 14 | 1 | 0 | Yes | No |
| 17190507 | CONTAINERIZED NETWORK FUNCTION DEPLOYMENT DURING RUNTIME RESOURCE CREATION | March 2021 | August 2025 | Allow | 53 | 2 | 1 | Yes | No |
| 17272855 | LOG OUTPUT DEVICE, LOG OUTPUT METHOD AND LOG OUTPUT SYSTEM | March 2021 | April 2022 | Allow | 13 | 1 | 0 | Yes | No |
| 17185526 | USER ACTION COLLECTION FOR SENSITIVE CUSTOMER DATA | February 2021 | September 2021 | Allow | 7 | 0 | 0 | Yes | No |
| 17177530 | DATA VALIDATION FOR ZERO COPY PROTOCOLS | February 2021 | December 2023 | Abandon | 34 | 2 | 1 | Yes | No |
| 17154724 | APPLICATION EXECUTION ON A VIRTUAL SERVER BASED ON A KEY ASSIGNED TO A VIRTUAL NETWORK INTERFACE | January 2021 | October 2025 | Allow | 57 | 2 | 1 | Yes | No |
| 17143009 | USING A TREE STRUCTURE TO SEGMENT AND DISTRIBUTE RECORDS ACROSS ONE OR MORE DECENTRALIZED, ACYCLIC GRAPHS OF CRYPTOGRAPHIC HASH POINTERS | January 2021 | October 2021 | Allow | 9 | 0 | 0 | Yes | No |
| 17136975 | DETECTION OF ANOMALIES ASSOCIATED WITH FRAUDULENT ACCESS TO A SERVICE PLATFORM | December 2020 | August 2022 | Allow | 19 | 0 | 0 | Yes | No |
| 17125364 | METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO BUILD PRIVACY PRESERVING MODELS | December 2020 | February 2024 | Allow | 38 | 2 | 0 | Yes | No |
| 17252516 | AUTOMATED IOT DEVICE CONFIGURATION USING USER PROFILE | December 2020 | August 2022 | Allow | 20 | 2 | 0 | Yes | No |
| 17121066 | Automated Videoconference Systems, Controllers And Methods | December 2020 | January 2023 | Abandon | 25 | 3 | 0 | No | No |
| 17098151 | DECENTRALIZED DATABASE OPTIMIZATIONS | November 2020 | August 2021 | Allow | 9 | 0 | 0 | Yes | No |
| 17093625 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | November 2020 | July 2023 | Abandon | 32 | 0 | 1 | No | No |
| 17093619 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | November 2020 | February 2023 | Abandon | 28 | 0 | 1 | No | No |
| 17093611 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | November 2020 | July 2023 | Allow | 32 | 2 | 1 | Yes | No |
| 17082775 | MECHANISM FOR HARDWARE CONFIGURATION AND SOFTWARE DEPLOYMENT | October 2020 | April 2023 | Abandon | 30 | 3 | 0 | Yes | No |
| 17075859 | EVENT MANAGEMENT AND CONTROL DEVICE AND METHOD THEREOF | October 2020 | February 2023 | Abandon | 27 | 3 | 0 | Yes | No |
| 17063230 | CONSTRAINING RESOURCE ALLOCATION RATE FOR STATEFUL MULTI-TENANT HTTP PROXIES AND DENIAL-OF-SERVICE ATTACK PREVENTION | October 2020 | September 2025 | Abandon | 59 | 4 | 1 | Yes | No |
| 17039427 | Persisted Data Cache Service | September 2020 | December 2022 | Allow | 27 | 2 | 0 | Yes | No |
| 17020753 | MULTI-FACTOR AUTHENTICATION FOR NON-INTERNET APPLICATIONS | September 2020 | September 2022 | Allow | 24 | 0 | 0 | Yes | No |
| 16985191 | METHOD AND APPARATUS FOR PERFORMING DYNAMIC STATISTICAL PERIOD ADJUSTMENT REGARDING RATE ADAPTION | August 2020 | August 2021 | Allow | 12 | 0 | 0 | Yes | No |
| 16962925 | NETWORK MONITORING SYSTEM AND METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM | July 2020 | October 2022 | Abandon | 27 | 2 | 0 | No | No |
| 16898760 | Automated Estimation of Network Security Policy Risk | June 2020 | August 2022 | Allow | 26 | 4 | 0 | Yes | No |
| 16878652 | SECURITY THREAT DETECTION DURING SERVICE QUERY HANDLING | May 2020 | May 2024 | Allow | 48 | 4 | 0 | Yes | No |
| 16847108 | Slow Network Detection and Response | April 2020 | May 2022 | Allow | 25 | 2 | 0 | Yes | No |
| 16812031 | DEFINING AND IMPLEMENTING AN EPHEMERAL CONFIGURATION STATE FOR A NETWORK DEVICE | March 2020 | July 2022 | Abandon | 28 | 2 | 0 | Yes | No |
| 16806092 | SYSTEMS AND METHODS FOR GAMIFICATION OF SAAS APPLICATIONS | March 2020 | July 2022 | Allow | 28 | 2 | 0 | Yes | No |
| 16790007 | METHOD FOR DETECTING ACCESS POINT CHARACTERISTICS USING MACHINE LEARNING | February 2020 | March 2023 | Abandon | 37 | 1 | 0 | No | No |
| 16737112 | Optimizing Web Applications Using a Rendering Engine | January 2020 | March 2021 | Allow | 15 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner RAZA, MUHAMMAD A.
With a 22.2% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.
Filing a Notice of Appeal can sometimes lead to allowance even before the appeal is fully briefed or decided by the PTAB. This occurs when the examiner or their supervisor reconsiders the rejection during the mandatory appeal conference (MPEP § 1207.01) after the appeal is filed.
In this dataset, 18.2% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner RAZA, MUHAMMAD A works in Art Unit 2449 and has examined 293 patent applications in our dataset. With an allowance rate of 61.8%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 37 months.
Examiner RAZA, MUHAMMAD A's allowance rate of 61.8% places them in the 22% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by RAZA, MUHAMMAD A receive 3.00 office actions before reaching final disposition. This places the examiner in the 87% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by RAZA, MUHAMMAD A is 37 months. This places the examiner in the 33% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +74.7% benefit to allowance rate for applications examined by RAZA, MUHAMMAD A. This interview benefit is in the 99% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.
When applicants file an RCE with this examiner, 19.5% of applications are subsequently allowed. This success rate is in the 20% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.
This examiner enters after-final amendments leading to allowance in 6.8% of cases where such amendments are filed. This entry rate is in the 7% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.
When applicants request a pre-appeal conference (PAC) with this examiner, 107.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 78% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.
This examiner withdraws rejections or reopens prosecution in 64.7% of appeals filed. This is in the 45% percentile among all examiners. Of these withdrawals, 51.5% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 60.9% are granted (fully or in part). This grant rate is in the 65% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 15% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 19% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
Not Legal Advice: The information provided in this report is for informational purposes only and does not constitute legal advice. You should consult with a qualified patent attorney or agent for advice specific to your situation.
No Guarantees: We do not provide any guarantees as to the accuracy, completeness, or timeliness of the statistics presented above. Patent prosecution statistics are derived from publicly available USPTO data and are subject to data quality limitations, processing errors, and changes in USPTO practices over time.
Limitation of Liability: Under no circumstances will IronCrow AI be liable for any outcome, decision, or action resulting from your reliance on the statistics, analysis, or recommendations presented in this report. Past prosecution patterns do not guarantee future results.
Use at Your Own Risk: While we strive to provide accurate and useful prosecution statistics, you should independently verify any information that is material to your prosecution strategy and use your professional judgment in all patent prosecution matters.