Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18732317 | DYNAMIC EVENT SCHEDULING | June 2024 | February 2025 | Allow | 8 | 1 | 0 | No | No |
| 18629399 | DIGITAL SURVEY CREATION BY PROVIDING OPTIMIZED SUGGESTED CONTENT | April 2024 | May 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18115237 | METHODS AND SYSTEM FOR INTEGRATING ESG RISK WITH ENTERPRISE RISK | April 2024 | February 2026 | Abandon | 36 | 1 | 0 | No | No |
| 18615017 | DIGITAL VEHICLE TAG AND METHOD OF INTEGRATION IN VEHICLE ALLOCATION SYSTEM | March 2024 | June 2025 | Allow | 15 | 2 | 0 | No | No |
| 18589594 | CONFIRMING ALIGNMENT BETWEEN CONTEMPORANEOUS VISUAL AND AUDIO FEEDBACK OF THE AGENT DURING CUSTOMER CALLS | February 2024 | February 2026 | Allow | 23 | 1 | 0 | No | No |
| 18437393 | HOT DESK BOOKING USING USER BADGE | February 2024 | April 2025 | Allow | 14 | 1 | 0 | No | No |
| 18409913 | SYSTEM AND METHOD FOR PRODUCT OPTIMIZATION | January 2024 | December 2025 | Abandon | 23 | 1 | 0 | No | No |
| 18403609 | SELECTED RESOURCE COMPUTATION FOR MOBILE EMPLOYEES | January 2024 | March 2025 | Allow | 15 | 2 | 0 | Yes | No |
| 18534193 | REMOTE CLEANING QUALITY MANAGEMENT SYSTEMS AND RELATED METHODS OF USE | December 2023 | May 2025 | Allow | 17 | 2 | 0 | No | No |
| 18515195 | Adjusted Schedule Generation Based on Machine-Inferred Constraints | November 2023 | December 2025 | Abandon | 25 | 2 | 0 | No | No |
| 18385058 | ACTION ITEM GENERATION BASED ON MULTICHANNEL CONTEXT | October 2023 | December 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18377819 | INTELLIGENT SYNCHRONIZATION OF COMPUTING USERS, AND ASSOCIATED TIMING DATA, BASED ON PARAMETERS OR DATA RECEIVED FROM DISPARATE COMPUTING SYSTEMS | October 2023 | November 2024 | Allow | 13 | 2 | 0 | No | No |
| 18377078 | APPARATUS FOR GENERATING RESOURCE ALLOCATION RECOMMENDATIONS | October 2023 | March 2025 | Abandon | 17 | 1 | 0 | No | No |
| 18471546 | SYSTEMS AND METHODS FOR PROVIDING CUSTOMERS WITH MATCHING REWARDS | September 2023 | October 2025 | Allow | 25 | 4 | 0 | Yes | No |
| 18244968 | Multivariate Packaging Analytics | September 2023 | October 2024 | Allow | 13 | 1 | 0 | No | No |
| 18346050 | SIMULATED SPACE REMOTE PARTITION REASSIGNMENT AND WORKER AUTOSCALING | June 2023 | February 2026 | Allow | 31 | 1 | 0 | No | No |
| 18330124 | COORDINATING TRANSPORT THROUGH A COMMON RENDEZVOUS LOCATION | June 2023 | September 2024 | Allow | 15 | 2 | 0 | No | No |
| 18204115 | COMPLIANCE MANAGEMENT FOR EMERGING RISKS | May 2023 | April 2025 | Abandon | 22 | 2 | 0 | No | No |
| 18142744 | Machine-Learning-Based Prediction of Account Outcome | May 2023 | February 2026 | Abandon | 34 | 1 | 0 | No | No |
| 18297856 | INTEGRATING DATA FROM MULTIPLE UNRELATED DATA STRUCTURES | April 2023 | November 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18131648 | COMPUTER-CONTROLLED PRECISION EDUCATION AND TRAINING | April 2023 | October 2025 | Allow | 31 | 1 | 0 | No | No |
| 18116125 | USING ARTIFICIAL INTELLIGENCE TO STRATEGICALLY ALLOCATE RESOURCES FOR IMPROVED THROUGHPUT | March 2023 | December 2025 | Abandon | 33 | 2 | 0 | Yes | No |
| 18176276 | SYSTEMS AND METHODS FOR AUTOMATED DIGITAL MARKETING ANALYTICS | February 2023 | March 2025 | Abandon | 25 | 1 | 0 | No | No |
| 18170103 | Back Up Care | February 2023 | December 2025 | Abandon | 34 | 1 | 0 | No | No |
| 18169727 | METHOD AND APPARATUS FOR PREDICTING RISK, ELECTRONIC DEVICE, COMPUTER READABLE STORAGE MEDIUM | February 2023 | January 2026 | Allow | 35 | 2 | 0 | No | No |
| 18108113 | AUTOMATED CUSTOMER ENGAGEMENT PREDICTION AND CLASSIFICATION | February 2023 | July 2025 | Allow | 29 | 1 | 0 | No | No |
| 18103351 | SYSTEM FOR IDENTIFYING AND PREDICTING TRENDS | January 2023 | August 2025 | Abandon | 31 | 1 | 0 | No | No |
| 18101363 | METHODS AND SYSTEM FOR ENTERPRISE RISK SCENARIO PLANNING | January 2023 | April 2025 | Allow | 26 | 1 | 0 | No | No |
| 18016900 | OPTIMIZATION DEVICE, OPTIMIZATION METHOD AND OPTIMIZATION PROGRAM | January 2023 | March 2025 | Abandon | 26 | 1 | 0 | Yes | No |
| 18149652 | OPTIMIZING TASK ASSIGNMENTS IN A DELIVERY SYSTEM | January 2023 | July 2024 | Allow | 18 | 2 | 0 | No | No |
| 18073557 | SYSTEM AND METHOD FOR MANAGING PEER TO PEER LAUNDRY SERVICE | December 2022 | May 2025 | Abandon | 30 | 1 | 0 | No | No |
| 18059918 | MATCHING TASKS AND SERVICE PROVIDERS WITHOUT POLLING | November 2022 | October 2025 | Abandon | 34 | 2 | 0 | No | No |
| 18056500 | PROVIDING TASK ASSISTANCE TO A USER | November 2022 | October 2025 | Abandon | 35 | 4 | 0 | Yes | Yes |
| 17984819 | PROJECT MANAGEMENT SYSTEM WITH CLIENT INTERACTION | November 2022 | November 2025 | Allow | 36 | 5 | 0 | Yes | No |
| 17967362 | VALIDATION AND OPTIMIZATION OF INDUSTRIAL CARBON FOOTPRINT EMISSIONS REDUCTION | October 2022 | July 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17995034 | COLLABORATIVE ELECTRONIC PLATFORM FOR PREDICTING NON-PAYMENTS FOR COMPANIES AND ASSOCIATED METHOD | September 2022 | April 2025 | Abandon | 30 | 1 | 0 | No | No |
| 17936213 | SYSTEMS AND METHODS FOR DYNAMIC PRODUCT SUMMARY IMAGES | September 2022 | December 2025 | Abandon | 39 | 4 | 0 | No | No |
| 17950184 | COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING SYSTEM | September 2022 | March 2025 | Abandon | 29 | 1 | 0 | No | No |
| 17932463 | SYSTEMS AND METHODS FOR PROVIDING CUSTOMER-BEHAVIOR-BASED DYNAMIC ENHANCED ORDER CONVERSION | September 2022 | December 2024 | Allow | 27 | 1 | 0 | Yes | No |
| 17906055 | METHODS AND APPARATUSES FOR AUTOMATICALLY ESTIMATING ORDER SIZES | September 2022 | October 2025 | Allow | 37 | 5 | 0 | Yes | No |
| 17823623 | METHODS AND SYSTEMS FOR CONCIERGE NETWORK | August 2022 | November 2024 | Allow | 27 | 1 | 0 | Yes | No |
| 17801494 | SYSTEM AND METHOD OF LAWN MOWING AND CARING SERVICES BASED ON LAWN PROFILE DATA | August 2022 | March 2025 | Abandon | 31 | 1 | 0 | No | No |
| 17821173 | SYSTEM AND METHOD FOR DETERMINING CONSUMER SURPLUS FACTOR | August 2022 | September 2025 | Abandon | 37 | 3 | 0 | Yes | No |
| 17889193 | IMPORT GATEWAY OPTIMIZATION MODEL | August 2022 | November 2025 | Abandon | 39 | 4 | 0 | Yes | No |
| 17814413 | OPTIMIZING USER TASK SCHEDULES IN A CUSTOMER RELATIONSHIP MANAGEMENT PLATFORM | July 2022 | January 2025 | Allow | 30 | 4 | 0 | Yes | No |
| 17838187 | LOCAL AGENT SYSTEM FOR OBTAINING HARDWARE MONITORING AND RISK INFORMATION UTILIZING MACHINE LEARNING MODELS | June 2022 | December 2024 | Abandon | 30 | 1 | 0 | No | No |
| 17836210 | NEUROSCIENCE AND COGNITIVE BASED RISK-MANAGEMENT DASHBOARDS | June 2022 | June 2025 | Abandon | 36 | 1 | 0 | No | No |
| 17747751 | Class Level Feature Importance Using Lasso and Probabilistic Graphical Models | May 2022 | November 2025 | Allow | 42 | 3 | 0 | No | No |
| 17745430 | CALENDAR CONSULTATION DIALOGUE PROCESSOR | May 2022 | March 2025 | Allow | 34 | 2 | 0 | Yes | No |
| 17685214 | Method for Allocating Resources to Machines of a Production Facility | March 2022 | October 2025 | Abandon | 44 | 4 | 0 | Yes | No |
| 17652068 | Additional Solution Automation & Interface Analysis Implementations & Applications | February 2022 | December 2024 | Abandon | 34 | 1 | 0 | No | No |
| 17526224 | CONDITIONAL WEB CONTENT UPDATES BASED ON DYNAMIC ENVIRONMENTAL DATA | November 2021 | July 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17491398 | METHOD AND SYSTEM FOR DYNAMIC ADAPTIVE ROUTING OF DEFERRABLE WORK IN A CONTACT CENTER | September 2021 | July 2024 | Allow | 33 | 1 | 0 | No | No |
| 17482934 | SYSTEMS AND METHODS FOR ASSIGNING NON-OVERLAPPING BASE STATIONS TO TECHNICIANS FOR SERVICE | September 2021 | July 2025 | Abandon | 45 | 4 | 0 | No | No |
| 17481372 | SYSTEM AND METHOD FOR DETERMINING AN EXPERIENCE MATCH BETWEEN JOB CANDIDATES AND OPEN POSITIONS OR PROJECTS | September 2021 | October 2025 | Abandon | 49 | 7 | 0 | Yes | No |
| 17477116 | CALENDAR-AWARE RESOURCE RETRIEVAL | September 2021 | December 2025 | Abandon | 51 | 3 | 0 | No | Yes |
| 17439493 | TARGET SELECTION SYSTEM, TARGET SELECTION METHOD AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM FOR STORING TARGET SELECTION PROGRAM | September 2021 | May 2025 | Abandon | 44 | 4 | 0 | Yes | No |
| 17399549 | LOCAL AGENT SYSTEM FOR OBTAINING HARDWARE MONITORING AND RISK INFORMATION | August 2021 | November 2024 | Abandon | 40 | 1 | 0 | No | No |
| 17355496 | Interaction Method, Electronic Device, and Storage Medium | June 2021 | September 2025 | Abandon | 51 | 3 | 0 | No | No |
| 17318912 | ASSESSMENT SYSTEM AND METHOD | May 2021 | October 2025 | Abandon | 53 | 4 | 0 | No | Yes |
| 17191010 | DYNAMIC GEOFENCING FOR TEMPORARY WORK TIME VALIDATION | March 2021 | August 2024 | Allow | 42 | 3 | 0 | Yes | No |
| 17183704 | METHOD AND SYSTEM FOR CONSTRUCTION PROJECT MANAGEMENT USING PHOTO IMAGING MEASUREMENTS | February 2021 | August 2024 | Allow | 42 | 1 | 0 | Yes | No |
| 17159449 | SKILLS AND TASKS DEMAND FORECASTING | January 2021 | November 2024 | Allow | 46 | 3 | 0 | No | No |
| 16928378 | Technician Assignment Interface | July 2020 | October 2025 | Abandon | 60 | 6 | 0 | Yes | No |
| 16805350 | OFFLINE LOCATION-BASED CONSUMER METRICS USING ONLINE SIGNALS | February 2020 | November 2025 | Abandon | 60 | 6 | 0 | Yes | No |
| 16782635 | Reporting Method | February 2020 | January 2025 | Allow | 59 | 5 | 0 | No | Yes |
| 16654356 | SYSTEMS AND METHODS FOR WORKFORCE MANAGEMENT SYSTEM DEPLOYMENT | October 2019 | February 2025 | Abandon | 60 | 7 | 0 | No | Yes |
| 16059327 | DISPLAYING CALENDAR INFORMATION IN A HORIZONTAL BAR | August 2018 | October 2018 | Allow | 2 | 0 | 0 | No | No |
| 15373976 | ASSISTING USER IN MANAGING A CALENDAR APPLICATION | December 2016 | September 2019 | Allow | 33 | 1 | 0 | No | No |
| 15095083 | Systems And Methods For Performing Task Using Simple Code | April 2016 | March 2020 | Allow | 47 | 1 | 1 | Yes | No |
| 14850846 | BUSINESS RULE ENGINE VALIDATION SYSTEMS AND RELATED METHODS | September 2015 | November 2017 | Allow | 27 | 0 | 0 | No | No |
| 14808863 | MONITORING OF A MAINTENANCE INTERVENTION ON AN AIRCRAFT | July 2015 | March 2019 | Allow | 43 | 3 | 0 | No | No |
| 14731965 | DISPLAYING CALENDAR INFORMATION IN A HORIZONTAL BAR | June 2015 | July 2018 | Allow | 37 | 1 | 0 | Yes | No |
| 14492562 | ACTIVE STRATEGY MANAGEMENT PLATFORM | September 2014 | July 2018 | Allow | 45 | 2 | 1 | Yes | No |
| 14485726 | BUSINESS RULE ENGINE MESSAGE PROCESSING SYSTEM AND RELATED METHODS | September 2014 | August 2017 | Allow | 35 | 1 | 0 | No | No |
| 14032015 | Systems and Processes to Capture, Edit, and Publish Problem Solving Techniques | September 2013 | January 2018 | Allow | 52 | 2 | 1 | No | No |
| 14026514 | Enterprise Service Bus Business Activity Monitoring System and Related Methods | September 2013 | August 2017 | Allow | 47 | 1 | 1 | No | No |
| 13911715 | METHOD AND APPARATUS FOR RESOURCE DEPENDENCY PLANNING | June 2013 | November 2017 | Allow | 53 | 2 | 1 | No | No |
| 10251287 | Process and system for providing and managing offline input of field documentation to a complex project workflow system | September 2002 | March 2009 | Abandon | 60 | 9 | 1 | Yes | Yes |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SINGH, GURKANWALJIT.
With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
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, 0.0% 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 SINGH, GURKANWALJIT works in Art Unit 3625 and has examined 28 patent applications in our dataset. With an allowance rate of 60.7%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 46 months.
Examiner SINGH, GURKANWALJIT's allowance rate of 60.7% places them in the 21% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by SINGH, GURKANWALJIT receive 2.96 office actions before reaching final disposition. This places the examiner in the 86% 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 SINGH, GURKANWALJIT is 46 months. This places the examiner in the 11% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a -10.2% benefit to allowance rate for applications examined by SINGH, GURKANWALJIT. This interview benefit is in the 3% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.
When applicants file an RCE with this examiner, 14.6% of applications are subsequently allowed. This success rate is in the 10% 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 11.1% of cases where such amendments are filed. This entry rate is in the 11% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 17% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.
This examiner withdraws rejections or reopens prosecution in 50.0% of appeals filed. This is in the 19% percentile among all examiners. Of these withdrawals, 50.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.
When applicants file petitions regarding this examiner's actions, 80.0% are granted (fully or in part). This grant rate is in the 84% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 34% percentile). This examiner makes examiner's amendments less often than average. You may need to make most claim amendments yourself.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 11.8% of allowed cases (in the 90% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.
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.