Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 17112863 | DATA MANAGEMENT SYSTEM FOR USE WITH AGREEMENTS AND DATA DETAILING CONCEPTS, DESIGNS, AND IDEAS | December 2020 | July 2024 | Abandon | 44 | 6 | 0 | Yes | No |
| 17112141 | Global Regulatory-Device Testing and Compliance-Life Cycle Management System | December 2020 | August 2024 | Abandon | 44 | 8 | 0 | Yes | No |
| 17091198 | OPERATION SYSTEM BASED ON MEMBERSHIP LEVEL AND METHOD THEREOF | November 2020 | August 2023 | Abandon | 33 | 1 | 0 | No | No |
| 17087548 | SYSTEM IMPLEMENTING AIR QUALITY-BASED WASTE MANAGEMENT | November 2020 | December 2022 | Allow | 26 | 0 | 0 | Yes | No |
| 17085674 | Global Regulatory-Device Testing and Compliance-Life Cycle Management System | October 2020 | March 2024 | Abandon | 40 | 4 | 0 | No | No |
| 16987736 | SYSTEMS AND TECHNIQUES FOR RECALL INVESTIGATION | August 2020 | August 2023 | Abandon | 37 | 3 | 0 | Yes | No |
| 16768699 | SYSTEM AND METHODS FOR COLLABORATIVE RESEARCH | August 2020 | May 2022 | Abandon | 24 | 1 | 0 | No | No |
| 16920907 | CUSTOM DEVELOPMENT CROWDFUNDING MARKETPLACE | July 2020 | May 2023 | Abandon | 34 | 3 | 0 | No | No |
| 16919761 | SYSTEMS AND METHODS FOR AUTOMATED ITINERARY MODIFICATION | July 2020 | April 2022 | Abandon | 22 | 1 | 0 | No | No |
| 16914807 | Agile human resources method within the humanities informatics field | June 2020 | November 2022 | Abandon | 29 | 1 | 0 | No | No |
| 16914713 | Agile human resources method within the pharmacoinformatics field | June 2020 | September 2022 | Abandon | 27 | 1 | 0 | No | No |
| 16914786 | Agile human resources method within the geoscience informatics field | June 2020 | September 2022 | Abandon | 27 | 1 | 0 | No | No |
| 16913599 | Internet-based method for dividing personal property items among two or more members of an estate by merging individual estate members? numerical and explicitly non-financial rankings of all items in the estate?s inventory. | June 2020 | September 2023 | Abandon | 39 | 2 | 0 | No | No |
| 16899681 | TASK-ORIENTED MACHINE LEARNING AND A CONFIGURABLE TOOL THEREOF ON A COMPUTING ENVIRONMENT | June 2020 | December 2022 | Allow | 30 | 1 | 0 | Yes | No |
| 16894993 | LIFESTYLE HABIT MANAGEMENT DEVICE, METHOD, AND NON-TRANSITORY RECORDING MEDIUM IN WHICH PROGRAM IS STORED | June 2020 | March 2024 | Abandon | 45 | 3 | 0 | No | No |
| 16812576 | SYSTEM AND PROCESS FOR DETERMINING A METRIC AND PREDICTIVE ANALYSIS FOR COMPLIANCE OF CANNABIS RELATED PRODUCTS | March 2020 | April 2023 | Abandon | 37 | 1 | 0 | No | No |
| 16796505 | EN-ROUTE RETAIL BUSINESS SELECTION, ORDERING, AND DELIVERY SYSTEM | February 2020 | July 2022 | Abandon | 29 | 5 | 0 | No | No |
| 16777895 | REAL-TIME BODY TEMPERATURE MANAGEMENT | January 2020 | July 2023 | Abandon | 42 | 1 | 1 | No | No |
| 16739919 | SYSTEMS AND METHODS FOR ASSESSING AND EVALUATING RENAL HEALTH DIAGNOSIS, STAGING, AND THERAPY RECOMMENDATION | January 2020 | November 2023 | Abandon | 46 | 2 | 0 | No | No |
| 16738613 | SYSTEM AND METHOD FOR AUDITING THE FILL STATUS OF A CUSTOMER WASTE CONTAINER BY A WASTE SERVICES PROVIDER DURING PERFORMANCE OF A WASTE SERVICE ACTIVITY | January 2020 | August 2022 | Allow | 31 | 4 | 0 | Yes | Yes |
| 16603193 | DISTRIBUTED NETWORK FOR THE SECURED COLLECTION, ANALYSIS, AND SHARING OF DATA ACROSS PLATFORMS | October 2019 | June 2024 | Abandon | 56 | 4 | 0 | No | No |
| 16581705 | EMPLOYER AND WORKER REVIEW PLATFORM WITH ON DEMAND EMPLOYMENT CONTRACTS | September 2019 | January 2023 | Abandon | 40 | 2 | 0 | No | No |
| 16546905 | ROAD MAINTENANCE MANAGEMENT SYSTEM, ROAD MAINTENANCE MANAGEMENT METHOD, AND A NON-TRANSITORY RECORDING MEDIUM | August 2019 | June 2023 | Abandon | 46 | 3 | 0 | No | No |
| 16529654 | SYSTEMS AND METHODS FOR DYNAMIC, ATTRIBUTE BASED PRICE SETTING FOR DELIVERY AND FULFILLMENT FEES FOR ONLINE AND OFFLINE ORDERS | August 2019 | April 2021 | Abandon | 20 | 1 | 0 | No | No |
| 16411765 | AGGREGATING CONSENT ACROSS RECORDS FOR RESPONDING TO CONSENT REQUESTS | May 2019 | April 2024 | Abandon | 59 | 6 | 0 | Yes | No |
| 16405823 | FACILITATING RESPONDING TO MULTIPLE PRODUCT OR SERVICE REVIEWS ASSOCIATED WITH MULTIPLE SOURCES | May 2019 | March 2022 | Allow | 34 | 4 | 0 | Yes | No |
| 16391984 | ADVANCED CARE PLANNING PROCESS | April 2019 | March 2021 | Abandon | 23 | 1 | 0 | No | No |
| 16338846 | Maintenance System | April 2019 | December 2022 | Abandon | 44 | 1 | 0 | No | No |
| 16372234 | DETERMINING A NEXUS SCORE OF DIGITAL ASSETS | April 2019 | January 2024 | Abandon | 58 | 6 | 0 | No | No |
| 16332534 | A NODE AND METHOD FOR STAGE PRODUCTION MANAGEMENT | March 2019 | June 2023 | Abandon | 51 | 2 | 0 | No | No |
| 16295765 | Power Plan Supporting Apparatus | March 2019 | August 2022 | Abandon | 41 | 1 | 0 | No | No |
| 16294556 | CHARITY ESCROW AND TRUST AUTO-ADMINISTRATION SYSTEM | March 2019 | February 2023 | Abandon | 47 | 3 | 0 | Yes | No |
| 16266859 | COST-BASED MIGRATION WAVES PLANNING | February 2019 | February 2022 | Allow | 36 | 2 | 0 | Yes | No |
| 16257557 | SYSTEM FOR CUSTOMIZING KEEPSAKE CLOTHING | January 2019 | August 2021 | Abandon | 30 | 1 | 0 | No | No |
| 16256795 | SAFETY INDEX FOR THE CALCULATION OF A RATING BASED ON USER GENERATED REPORTS OR ACTIONS AND REWARDS SYSTEM THEREFOR | January 2019 | June 2023 | Abandon | 52 | 2 | 1 | No | No |
| 16228597 | USING PATIENT RISK IN ANALYSIS OF QUALITY CONTROL STRATEGY FOR LAB RESULTS | December 2018 | October 2022 | Allow | 45 | 1 | 0 | Yes | No |
| 16170271 | Residence Provisioning Platform | October 2018 | October 2021 | Abandon | 35 | 2 | 0 | Yes | No |
| 16170291 | Residence Provisioning Platform | October 2018 | October 2021 | Abandon | 35 | 2 | 0 | Yes | No |
| 16162529 | METHODS, SYSTEMS, AND DEVICES FOR A SERVICE ORIENTED ARCHITECTURE FOR MULTI-FAMILY RENTAL PROPERTY MANAGEMENT | October 2018 | March 2021 | Abandon | 29 | 1 | 0 | No | No |
| 16146427 | SYSTEM AND METHOD OF EVALUATING A COMMERCIAL GOOD PRIOR TO BEING PLACED IN COMMERCE | September 2018 | June 2023 | Abandon | 57 | 4 | 0 | Yes | No |
| 16146241 | Problem Prediction Method and System | September 2018 | September 2021 | Abandon | 35 | 2 | 0 | Yes | No |
| 16118977 | SYSTEMS AND METHODS FOR CROSS-CHANNEL COMMUNICATION MANAGEMENT | August 2018 | August 2022 | Allow | 48 | 4 | 0 | Yes | No |
| 16081451 | COMPUTER AND INFORMATION PROCESSING METHOD | August 2018 | February 2021 | Abandon | 29 | 2 | 0 | No | No |
| 16049802 | ELECTRONIC EMPLOYMENT DOCUMENT CONTROL SYSTEM WITH MOBILE APPLICATION | July 2018 | September 2021 | Abandon | 37 | 1 | 0 | No | No |
| 16007429 | CLOUD BASED INDIAN SPEED SCRATCH COOKING SYSTEM | June 2018 | November 2020 | Abandon | 29 | 1 | 0 | No | No |
| 15989684 | INFORMATION PROCESSING SYSTEM, METHOD AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM | May 2018 | January 2021 | Abandon | 32 | 1 | 0 | No | No |
| 15979779 | DATA CUSTODIAN PORTAL FOR PUBLIC CLOUDS | May 2018 | April 2021 | Abandon | 35 | 2 | 0 | No | No |
| 15927052 | Method of Performing Analysis-Based Conflict Mediation | March 2018 | May 2021 | Abandon | 38 | 2 | 0 | No | No |
| 15925443 | SYSTEM AND METHOD FOR TEMPORAL FEASIBILITY ANALYSES | March 2018 | March 2021 | Allow | 35 | 2 | 0 | Yes | No |
| 15917247 | SYSTEMS AND METHODS FOR CONTROLLING A FLEET OF DRONES FOR DATA COLLECTION | March 2018 | October 2021 | Abandon | 43 | 3 | 0 | Yes | No |
| 15916209 | Dynamic Browser and Information Supporting Method for Business Agent | March 2018 | January 2023 | Abandon | 58 | 4 | 0 | No | No |
| 15907757 | MANAGING SUBSCRIPTION LIFE-CYCLES | February 2018 | March 2021 | Abandon | 36 | 2 | 0 | No | No |
| 15897809 | REMOTE MACHINE OPERATION THROUGH DISTRIBUTED PERMISSIONING | February 2018 | August 2020 | Abandon | 30 | 1 | 0 | No | No |
| 15882000 | ADVANCED CARE PLANNING PROCESS | January 2018 | July 2020 | Abandon | 30 | 1 | 0 | Yes | No |
| 15880082 | Systems for Actively Monitoring Lift Devices and Maintaining Lift Devices, and Related Methods | January 2018 | September 2022 | Abandon | 56 | 4 | 0 | Yes | No |
| 15873285 | Collaborative Filtering to Generate Recommendations | January 2018 | December 2020 | Allow | 35 | 2 | 0 | Yes | No |
| 15574123 | A MULTI-USER SYSTEM FOR CREATING BRAND COLLATERAL | November 2017 | June 2022 | Abandon | 55 | 3 | 0 | Yes | No |
| 15810328 | SENSORS AND SENTIMENT ANALYSIS FOR RATING SYSTEMS | November 2017 | April 2022 | Abandon | 53 | 6 | 0 | Yes | No |
| 15810051 | Method and System Using Computing Applications for Mutual Benefit of Connected Parties in the Real Estate Industry | November 2017 | October 2020 | Abandon | 35 | 1 | 0 | No | No |
| 15807016 | COMPUTING DEVICE INTERFACE FOR CONFLICT RESOLUTION | November 2017 | January 2023 | Abandon | 60 | 6 | 0 | Yes | No |
| 15796659 | SEARCHING FOR TRADEMARK VIOLATIONS IN CONTENT ITEMS DISTRIBUTED BY AN ONLINE SYSTEM | October 2017 | January 2021 | Allow | 39 | 2 | 0 | Yes | Yes |
| 15792333 | VEHICLE PARKING MANAGEMENT METHOD, VEHICLE AND SERVER | October 2017 | November 2020 | Abandon | 37 | 2 | 0 | No | No |
| 15790665 | SYSTEM FOR DEALING WITH THE LIBERALIZATION OF RECREATIONAL DRUGS | October 2017 | June 2020 | Abandon | 32 | 1 | 0 | No | No |
| 15786833 | Creative Work Registry | October 2017 | November 2020 | Abandon | 37 | 2 | 0 | Yes | No |
| 15564249 | Maintenance Support System and Maintenance Support Method | October 2017 | February 2022 | Allow | 52 | 5 | 0 | Yes | No |
| 15564427 | ESTATE PLANNING AND ADMINISTRATION | October 2017 | April 2020 | Abandon | 30 | 1 | 0 | No | No |
| 15723335 | E-Commerce Marketplace and Platform for Facilitating Cross-Border Real Estate Transactions and Attendant Services | October 2017 | March 2020 | Abandon | 29 | 5 | 0 | Yes | No |
| 15723650 | METHODS AND SYSTEMS FOR RECEIVING FEEDBACK | October 2017 | June 2022 | Abandon | 56 | 6 | 0 | No | No |
| 15563805 | INFORMATION PROCESSING DEVICE, METHOD AND PROGRAM | October 2017 | August 2020 | Abandon | 34 | 2 | 0 | Yes | No |
| 15722489 | QUALITATIVELY PLANNING, MEASURING, MAKING EFFICIENT AND CAPITALIZING ON MARKETING STRATEGY | October 2017 | October 2020 | Abandon | 36 | 2 | 0 | No | No |
| 15558294 | METHOD AND SYSTEM FOR THE MAINTENANCE OF VEHICLES, FACILITY IMPLEMENTING SUCH A METHOD AND SYSTEM | September 2017 | June 2020 | Abandon | 33 | 2 | 0 | No | No |
| 15691644 | AUTOMATIC ESTATE MANAGEMENT WITH INTERNET OF THINGS DEVICES | August 2017 | September 2021 | Abandon | 49 | 6 | 0 | Yes | No |
| 15685904 | SYSTEMS AND METHODS FOR DYNAMIC, ATTRIBUTE BASED PRICE SETTING FOR DELIVERY AND FULFILLMENT FEES FOR ONLINE AND OFFLINE ORDERS AND USER OFFER REVIEWS | August 2017 | November 2019 | Abandon | 26 | 1 | 0 | No | No |
| 15678919 | SYSTEM IMPLEMENTING AIR QUALITY-BASED WASTE MANAGEMENT | August 2017 | November 2020 | Abandon | 39 | 3 | 0 | Yes | No |
| 15670439 | Vehicle Component Partitioner | August 2017 | July 2024 | Abandon | 60 | 7 | 0 | No | No |
| 15524572 | CONSUMER SERVICE PORTAL | May 2017 | September 2020 | Abandon | 41 | 2 | 0 | No | No |
| 15497415 | Consultant Booking and Tracking System | April 2017 | February 2020 | Abandon | 33 | 1 | 0 | No | No |
| 15466059 | INFORMATION MANAGEMENT SYSTEM FOR PRODUCT INGREDIENTS | March 2017 | March 2022 | Allow | 60 | 6 | 0 | Yes | No |
| 15449397 | COGNITIVE METHOD TO SELECT A SERVICE | March 2017 | September 2021 | Abandon | 54 | 6 | 0 | Yes | No |
| 15446042 | METHOD AND APPARATUS FOR THE INSTALLATION OF CABLE COMMUNICATION LINES UTILIZING A MOBILE "DROP" APPLICATION | March 2017 | October 2020 | Abandon | 43 | 2 | 0 | Yes | No |
| 15414666 | SYSTEMS AND METHODS FOR TRAFFIC MANAGEMENT VIA INTER-PARTY RESOURCE ALLOCATION | January 2017 | June 2020 | Allow | 41 | 2 | 0 | Yes | No |
| 15398306 | Property Damage Estimator | January 2017 | February 2020 | Allow | 37 | 1 | 0 | Yes | No |
| 15382344 | METHOD FOR AUTOMATING NEGOTIATION OF GOODS | December 2016 | January 2020 | Abandon | 37 | 1 | 0 | No | No |
| 15380377 | Methods and Systems for Automatically Generating Repair Orders | December 2016 | November 2021 | Allow | 59 | 5 | 0 | Yes | No |
| 15282060 | Methods and Systems for Managing User Experience Design | September 2016 | June 2020 | Abandon | 45 | 2 | 0 | No | No |
| 15280496 | SYSTEM AND METHOD FOR ADVANCED CANDIDATE SCREENING | September 2016 | December 2020 | Abandon | 50 | 3 | 0 | Yes | No |
| 15262783 | SEMI-AUTOMATED JOB MATCH SYSTEM AND METHOD | September 2016 | December 2019 | Abandon | 40 | 1 | 0 | No | No |
| 15253596 | ONLINE AND OFFLINE SYSTEMS FOR JOB APPLICANT ASSESSMENT | August 2016 | November 2020 | Abandon | 51 | 4 | 0 | Yes | No |
| 15028304 | SYSTEM AND METHOD FOR CLASSIFYING FOOD PRODUCTS | April 2016 | March 2020 | Abandon | 48 | 2 | 0 | No | No |
| 15071365 | System for Determining Type of Property Inspection Based on Captured Images | March 2016 | February 2021 | Allow | 59 | 6 | 0 | Yes | No |
| 14479127 | SUGGESTED ACCOUNTS OR LEADS | September 2014 | January 2021 | Abandon | 60 | 8 | 0 | Yes | Yes |
| 14095475 | AUTOMATED RECONCILIATION ANALYSIS MODEL | December 2013 | December 2020 | Abandon | 60 | 7 | 0 | No | Yes |
| 13429131 | Systems and Methods for Automated Itinerary Modification | March 2012 | July 2020 | Abandon | 60 | 12 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LAKHANI, ANDREW C.
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, 25.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.
⚠ 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 LAKHANI, ANDREW C works in Art Unit 3689 and has examined 93 patent applications in our dataset. With an allowance rate of 17.2%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 39 months.
Examiner LAKHANI, ANDREW C's allowance rate of 17.2% places them in the 2% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by LAKHANI, ANDREW C receive 2.86 office actions before reaching final disposition. This places the examiner in the 80% 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 LAKHANI, ANDREW C is 39 months. This places the examiner in the 27% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +39.0% benefit to allowance rate for applications examined by LAKHANI, ANDREW C. This interview benefit is in the 85% 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, 7.7% of applications are subsequently allowed. This success rate is in the 4% 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 0.0% of cases where such amendments are filed. This entry rate is in the 4% 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 20% 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 21% 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, 30.8% are granted (fully or in part). This grant rate is in the 17% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 39% 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 0.0% of allowed cases (in the 45% percentile). This examiner issues Quayle actions less often than average. Allowances may 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.