Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18748961 | CONTROL SYSTEM FOR CONTAINER TERMINAL AND RELATED METHODS | June 2024 | January 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18739735 | PRESENCE AWARE TERMINALS | June 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18654791 | INFORMATIONAL AND ADVERTISER LINKS FOR USE IN WEB MAPPING SERVICES | May 2024 | June 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18651177 | Data Migration and Reporting for Payroll Systems | April 2024 | June 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18642560 | Point of Sale Terminal of A Mobile Device | April 2024 | June 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18416927 | SOCIAL DRONE | January 2024 | December 2024 | Allow | 11 | 1 | 0 | No | No |
| 18518434 | Pairing A Payment Object Reader With A Point-Of-Sale Terminal | November 2023 | March 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18236575 | MACHINE-LEARNED MODEL FOR OPTMIZING SELECTION SEQUENCE FOR ITEMS IN A WAREHOUSE | August 2023 | August 2024 | Allow | 12 | 1 | 0 | No | No |
| 18449415 | MULTISCREEN INTERACTIVE WORKFLOW FACILITATION VIA A REAL-TIME DATABASE | August 2023 | August 2024 | Allow | 12 | 1 | 0 | No | No |
| 18212048 | METHODS AND SYSTEMS FOR WALLET ENROLLMENT | June 2023 | June 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18207586 | LOCATION BASED REGISTER RULES | June 2023 | July 2024 | Allow | 13 | 0 | 1 | No | No |
| 18131092 | DYNAMIC ORGANIZATION STRUCTURE MODEL | April 2023 | May 2024 | Allow | 13 | 2 | 0 | Yes | No |
| 18121553 | APPARATUS AND METHOD FOR ACTIVATION AND DEACTIVATION OF DEVICES TO PREVENT UNAUTHORIZED ACQUISITION AND USE | March 2023 | February 2025 | Allow | 23 | 0 | 0 | No | No |
| 18110393 | INTELLIGENT TIME AND ATTENDANCE MANAGEMENT SYSTEM AND METHOD THEREOF | February 2023 | June 2025 | Allow | 28 | 1 | 0 | No | No |
| 18167792 | CASH TRANSACTION MACHINE | February 2023 | April 2025 | Allow | 26 | 4 | 0 | Yes | No |
| 18107017 | PROGRAM, METHOD, INFORMATION PROCESSING DEVICE, AND SYSTEM FOR A TRANSPARENT DISPLAY MEDIUM | February 2023 | June 2025 | Allow | 28 | 1 | 1 | Yes | No |
| 18154259 | RETAIL RESOURCE MANAGEMENT ALLOCATION SYSTEM | January 2023 | July 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18146926 | USING DATA ANALYSIS TO CONNECT MERCHANTS | December 2022 | May 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18083506 | Point of Sale Apparatuses, Methods and Systems | December 2022 | October 2024 | Allow | 22 | 2 | 0 | No | No |
| 18009822 | DEMAND ESTIMATION APPARATUS, DEMAND ESTIMATION METHOD, AND COMPUTER-READABLE RECORDING MEDIUM | December 2022 | March 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18063209 | SELF-CHECKOUT ALERT REDUCTION BASED ON PACKAGING DETECTION | December 2022 | March 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18063633 | INTERNET OF THINGS-ENABLED DINNERWARE TO ENHANCE FOOD SERVICE OPERATIONS | December 2022 | June 2025 | Allow | 30 | 1 | 0 | No | No |
| 18075866 | METHOD AND SYSTEM FOR AUTOMATED OPTIMIZATION OF DELIVERY OF PRODUCTS TO MULTIPLE USERS ON A DIGITAL PLATFORM | December 2022 | June 2025 | Abandon | 31 | 1 | 0 | No | No |
| 18000532 | APPARATUS AND METHOD FOR CONTROLLING THE DISTRIBUTION OF A PLURALITY OF DIFFERENT GOODS | December 2022 | June 2025 | Abandon | 31 | 1 | 1 | No | No |
| 18060756 | REVERSE TERMINAL PAYMENT SYSTEMS AND METHODS | December 2022 | February 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18071727 | Dynamic Virtual Transaction Card Management System | November 2022 | December 2024 | Allow | 25 | 2 | 0 | Yes | No |
| 17985368 | DATA MANAGEMENT IN INVENTORY MANAGEMENT SYSTEM | November 2022 | May 2025 | Abandon | 30 | 1 | 0 | Yes | No |
| 17973879 | PRODUCT PACKING SYSTEM AND METHOD | October 2022 | January 2025 | Allow | 27 | 1 | 1 | Yes | No |
| 17971350 | SYSTEMS AND METHODS OF DETECTING PRICE TAGS AND ASSOCIATING THE PRICE TAGS WITH PRODUCTS | October 2022 | February 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17954308 | Multiple Zone-Based Triggering System and Method | September 2022 | March 2025 | Allow | 30 | 1 | 1 | Yes | No |
| 17636660 | SORTING SYSTEM AND METHOD | July 2022 | February 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 17842719 | MANAGEMENT DEVICE AND INFORMATION PROCESSING METHOD | June 2022 | June 2025 | Abandon | 36 | 2 | 0 | No | No |
| 17838122 | SOCIAL DRONE | June 2022 | October 2023 | Allow | 17 | 3 | 0 | Yes | No |
| 17714401 | PERFORMING PURCHASE TRANSACTIONS WITH AUDIO TRANSMISSIONS USING COMPLEX AUDIO SIGNALS | April 2022 | April 2024 | Abandon | 24 | 1 | 0 | Yes | No |
| 17698954 | BI-OPTIC OBJECT CLASSIFICATION SYSTEM | March 2022 | August 2024 | Allow | 29 | 2 | 0 | Yes | No |
| 17682776 | ENABLING FEATURE BASED ON A SENSED CONDITION AT AMBIENT COMMERCE PREMISES | February 2022 | July 2025 | Allow | 40 | 3 | 0 | No | No |
| 17681905 | TRANSACTION TRACKING AND DISPLAY | February 2022 | May 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17681491 | RETAIL SHELF IMAGE PROCESSING AND INVENTORY TRACKING SYSTEM | February 2022 | August 2024 | Allow | 30 | 0 | 1 | No | No |
| 17665083 | TRANSACTION DATA PROCESSING APPARATUS CONNECTED TO AN EXTERNAL DEVICE FOR DATA COMMUNICATION | February 2022 | December 2024 | Allow | 34 | 4 | 0 | Yes | No |
| 17626666 | Order delivery system and method | January 2022 | February 2025 | Allow | 37 | 2 | 0 | No | No |
| 17546454 | SHELF INVENTORY MANAGEMENT SYSTEM, SHELF INVENTORY MANAGEMENT METHOD, AND PROGRAM | December 2021 | October 2024 | Abandon | 34 | 2 | 0 | Yes | No |
| 17617240 | SENSOR ASSEMBLY FOR EQUIPMENT FOR AIDING THE TRACEABILITY OF AGRI-FOOD PRODUCTS | December 2021 | August 2024 | Allow | 32 | 0 | 0 | No | No |
| 17541626 | Self-service and video communication terminal | December 2021 | March 2025 | Abandon | 39 | 2 | 1 | Yes | No |
| 17540562 | OPTIMIZING SERVICE REQUESTS IN TRANSPORT SUPPLY-CONSTRAINED SUB-REGIONS | December 2021 | February 2025 | Abandon | 38 | 2 | 0 | Yes | No |
| 17609208 | Method for Evaluating a Freight Order by Means of a Freight Order Evaluation System, and Freight Order Evaluation System | November 2021 | August 2024 | Abandon | 33 | 2 | 0 | Yes | No |
| 17506115 | SYSTEM AND METHOD FOR IDENTIFYING PRODUCTS IN A SHELF MANAGEMENT SYSTEM | October 2021 | May 2025 | Allow | 42 | 3 | 0 | No | No |
| 17502199 | AUTOMATICALLY GENERATING INVENTORY-RELATED INFORMATION FORECASTS USING MACHINE LEARNING TECHNIQUES | October 2021 | May 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17490495 | INVENTORY SYSTEM AND METHODS OF USING THE SAME | September 2021 | June 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17483862 | System and Method for Asset Inventory and Urgent Resupply | September 2021 | August 2024 | Allow | 35 | 1 | 1 | Yes | No |
| 17448337 | Transaction Validation and Fraud Mitigation | September 2021 | May 2024 | Allow | 32 | 1 | 0 | Yes | No |
| 17408765 | MACHINE LEARNING APPROACH FOR RESOURCE ALLOCATION FOR ITEM HANDLING | August 2021 | December 2024 | Allow | 40 | 1 | 1 | Yes | No |
| 17400996 | SYSTEM AND METHOD FOR IDENTIFYING MISPLACED PRODUCTS IN A SHELF MANAGEMENT SYSTEM | August 2021 | April 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17443062 | DISBURSEMENT AUTHORIZATION DATA OBJECT PROCESSING SYSTEM UTILIZING REAL-TIME STATUS DATA AND AUTHENTICATION KEYS | July 2021 | March 2025 | Allow | 43 | 3 | 0 | Yes | No |
| 17373233 | Data Migration and Reporting for Payroll Systems | July 2021 | January 2024 | Allow | 31 | 6 | 0 | Yes | No |
| 17371256 | Point of Sale Terminal of A Mobile Device | July 2021 | January 2024 | Allow | 31 | 4 | 0 | Yes | No |
| 17335997 | IMAGE RECOGNITION DEVICE, CONTROL PROGRAM FOR IMAGE RECOGNITION DEVICE, AND IMAGE RECOGNITION METHOD | June 2021 | August 2024 | Abandon | 38 | 2 | 0 | Yes | No |
| 17212654 | Maintaining Medical Device Chain of Custody Using Multiple Identification Encoding Technologies | March 2021 | January 2024 | Allow | 34 | 4 | 0 | No | Yes |
| 17208642 | GLUE-CONTRACTS FOR DIGITAL COROLLARIES IN BLOCKCHAIN NETWORKS | March 2021 | April 2024 | Allow | 37 | 2 | 0 | Yes | No |
| 17197032 | SYSTEM AND METHOD FOR TRANSMITTING AND PROCESSING GROUP MESSAGE IN A STORE | March 2021 | October 2024 | Abandon | 43 | 2 | 0 | No | No |
| 17134637 | SYSTEM AND METHOD FOR USING DATA POINTS COLLECTED FROM A CUSTOMER TO PROVIDE CUSTOMER SPECIFIC OFFERINGS | December 2020 | December 2024 | Allow | 48 | 6 | 0 | Yes | No |
| 17122899 | STORE SYSTEM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING METHOD THEREFOR | December 2020 | July 2024 | Allow | 43 | 2 | 0 | Yes | No |
| 17251402 | SYSTEM FOR PROCESSING REQUESTS FROM MOBILE DEVICES | December 2020 | January 2024 | Allow | 38 | 4 | 0 | No | No |
| 17116380 | REPAYMENT APPLICATION PROGRAMMING INTERFACE | December 2020 | October 2023 | Allow | 34 | 4 | 0 | Yes | No |
| 17104840 | PAYMENT SPLITTING | November 2020 | July 2024 | Allow | 43 | 2 | 0 | Yes | No |
| 17095467 | QR CODE INITIATIVE: CHECKOUT | November 2020 | April 2024 | Allow | 41 | 2 | 0 | Yes | No |
| 17064414 | PROCESSING TRANSACTIONS INVOLVING CARD READER DEVICES | October 2020 | August 2023 | Allow | 35 | 1 | 0 | Yes | No |
| 17019871 | SYSTEM AND METHOD FOR PROVIDING VEHICLE SUPPLY CHAIN AND LOGISTICS INFORMATION | September 2020 | November 2024 | Abandon | 50 | 6 | 0 | Yes | No |
| 16991504 | SYSTEMS AND METHODS FOR USER VERIFICATION VIA SHORT-RANGE TRANSCEIVER | August 2020 | July 2024 | Allow | 47 | 2 | 0 | Yes | No |
| 16900818 | METHODS FOR MANAGING ENERGY SERVICES FOR ASSETS | June 2020 | February 2024 | Allow | 44 | 5 | 0 | Yes | No |
| 16878353 | SYSTEM AND METHOD FOR PROCESSING A PAYMENT TRANSACTION BASED ON POINT-OF-SALE DEVICE AND USER DEVICE LOCATIONS | May 2020 | February 2024 | Abandon | 45 | 5 | 0 | Yes | No |
| 16825258 | MULTIPURPOSE SMARTPHONE DEVICE | March 2020 | November 2023 | Allow | 44 | 4 | 0 | Yes | No |
| 16811760 | POINT OF SALE DEVICE WITH SECURE CONNECTION BETWEEN SECURITY MESHES | March 2020 | April 2024 | Allow | 49 | 6 | 0 | Yes | No |
| 16791636 | FOOD CHAIN PRODUCT LABEL AND METHOD OF USE, AND FOOD TRUST IDENTIFIER SYSTEM | February 2020 | August 2024 | Abandon | 54 | 5 | 0 | Yes | No |
| 16775506 | SYSTEMS AND METHODS TO VALIDATE PURCHASE OF A PRODUCT IN A PHYSICAL STORE | January 2020 | June 2023 | Allow | 41 | 3 | 0 | Yes | No |
| 16722368 | AUTOMATED SLICED FOOD VENDING KIOSK | December 2019 | March 2024 | Abandon | 51 | 4 | 0 | Yes | No |
| 16455401 | SESSION-BASED ANALYSIS OF EVENTS | June 2019 | May 2023 | Allow | 46 | 3 | 0 | Yes | No |
| 16426597 | System for Inventory Management | May 2019 | October 2024 | Abandon | 60 | 4 | 0 | Yes | No |
| 16413971 | Computing Distances of Devices | May 2019 | February 2024 | Allow | 57 | 5 | 0 | Yes | Yes |
| 16362784 | METHOD AND SYSTEM FOR REMOTE MANAGEMENT OF ACCESS TO APPLIANCES WITH FINANCING OPTION | March 2019 | March 2024 | Allow | 59 | 5 | 0 | No | No |
| 16183175 | Informational and Advertiser Links for Use in Web Mapping Services | November 2018 | January 2024 | Allow | 60 | 6 | 0 | No | Yes |
| 16128493 | METHODS AND SYSTEMS FOR PRIORITIZING STOCK-KEEPING UNITS IN COST-BASED INVENTORY ALLOCATION | September 2018 | January 2024 | Abandon | 60 | 6 | 0 | Yes | No |
| 15922851 | METHODS AND SYSTEMS FOR UNIT OF USE PRODUCT INVENTORY | March 2018 | November 2023 | Allow | 60 | 6 | 0 | Yes | Yes |
| 15917252 | Point of Sale Apparatuses, Methods and Systems | March 2018 | June 2025 | Abandon | 60 | 9 | 0 | No | Yes |
| 15885470 | SHOP AND DROP CHECKOUT | January 2018 | August 2024 | Abandon | 60 | 10 | 0 | Yes | No |
| 15817546 | Systems and Methods for Providing a Transaction Card Package Assembly Including Sample Product or Service | November 2017 | April 2024 | Allow | 60 | 9 | 1 | No | No |
| 15445337 | SYSTEM AND METHOD FOR TRACKING AND CHECKING IN DELIVERY DRIVERS | February 2017 | January 2024 | Abandon | 60 | 8 | 0 | Yes | No |
| 15390918 | SYSTEM FOR GLOBAL POINT-OF-SALE CAPABILITIES | December 2016 | January 2018 | Allow | 13 | 2 | 0 | Yes | No |
| 15367018 | PEER-TO-PEER DELIVERY FOR SALES CONSULTANT USERS | December 2016 | August 2024 | Abandon | 60 | 6 | 1 | Yes | Yes |
| 15288392 | STORED-VALUE CARD TRANSFER AGENT | October 2016 | August 2024 | Abandon | 60 | 8 | 0 | No | Yes |
| 15223630 | PRESENCE AWARE TERMINALS | July 2016 | February 2024 | Allow | 60 | 11 | 1 | No | No |
| 15199388 | Pairing A Payment Object Reader With A Point-Of-Sale Terminal | June 2016 | August 2023 | Allow | 60 | 7 | 1 | Yes | Yes |
| 15004032 | SYSTEM AND METHOD FOR LOST ITEM MANAGEMENT | January 2016 | October 2018 | Abandon | 33 | 1 | 0 | No | No |
| 14972090 | SYSTEM AND METHOD FOR GENERATING AN ORDERING MENU | December 2015 | September 2018 | Abandon | 33 | 1 | 0 | No | No |
| 14935106 | AGGREGATED MICRO-GENERATOR ENERGY SOURCES FOR DELIVERING ENERGY TO A POWER GRID | November 2015 | April 2018 | Abandon | 29 | 1 | 0 | No | No |
| 14856876 | Method and System for Remote Management of Access to Devices | September 2015 | May 2018 | Allow | 32 | 4 | 0 | No | No |
| 14834915 | User-Configured On-Demand Virtual Layer-2 Network for Infrastructure-As-A-Service (IAAS) on a Hybrid Cloud Network | August 2015 | July 2018 | Allow | 35 | 1 | 0 | Yes | No |
| 14814950 | System, Method, and Apparatus for Ordering and Paying | July 2015 | June 2018 | Abandon | 35 | 1 | 0 | No | No |
| 14795006 | METHOD, TERMINAL, AND SERVER FOR PROVIDING PERSONALIZED FOOD INFORMATION FOR FOOD SAFETY | July 2015 | May 2018 | Abandon | 34 | 1 | 0 | No | No |
| 14653537 | TRAVEL COMFORT INDEX | June 2015 | May 2018 | Abandon | 35 | 1 | 1 | No | No |
| 14743821 | In-store checkout with virtual waiting lines | June 2015 | June 2018 | Abandon | 36 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner HAIDER, FAWAAD.
With a 32.4% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage 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, 30.1% 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 HAIDER, FAWAAD works in Art Unit 3627 and has examined 452 patent applications in our dataset. With an allowance rate of 48.2%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 47 months.
Examiner HAIDER, FAWAAD's allowance rate of 48.2% places them in the 7% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by HAIDER, FAWAAD receive 3.46 office actions before reaching final disposition. This places the examiner in the 99% 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 HAIDER, FAWAAD is 47 months. This places the examiner in the 1% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +27.3% benefit to allowance rate for applications examined by HAIDER, FAWAAD. This interview benefit is in the 78% 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, 12.4% of applications are subsequently allowed. This success rate is in the 3% 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 24.0% of cases where such amendments are filed. This entry rate is in the 24% 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, 66.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 54% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 61.1% of appeals filed. This is in the 33% percentile among all examiners. Of these withdrawals, 37.9% 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, 62.0% are granted (fully or in part). This grant rate is in the 79% 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 4.4% of allowed cases (in the 88% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.9% of allowed cases (in the 55% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).
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.