Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18731899 | COMPUTER IMPLEMENTED MULTI-CURRENCY INVOICE CAPTURE, TRADING, ACCESS AND PAYMENT SYSTEM | June 2024 | March 2025 | Allow | 9 | 1 | 0 | No | No |
| 18642271 | Embedding Constrained and Unconstrained Optimization Programs as Neural Network Layers | April 2024 | March 2025 | Allow | 11 | 1 | 0 | No | No |
| 18614453 | SCANNING SYSTEM USING RING SCANNER AND TERMINAL DEVICE | March 2024 | June 2024 | Allow | 3 | 0 | 0 | No | No |
| 18591358 | SYSTEMS AND METHODS FOR PREPARING FOR AN AUDIT BY RECORDING CORPORATE GOVERNANCE INFORMATION ON AN IMMUTABLE BLOCKCHAIN | February 2024 | January 2025 | Allow | 11 | 1 | 0 | No | No |
| 18415372 | METHOD AND SYSTEM FOR TRACKING INVENTORY INCLUDING INVENTORY LEVEL RECONCILIATION ACROSS INVENTORY TRACKING SYSTEM | January 2024 | September 2024 | Allow | 8 | 0 | 0 | No | No |
| 18404377 | METHODS AND APPARATUS FOR MACHINE LEARNING SYSTEM FOR EDGE COMPUTER VISION AND ACTIVE REALITY | January 2024 | April 2024 | Allow | 3 | 0 | 0 | No | No |
| 18543678 | Domain-Aware Decomposition for Supply Chain Master Planning using Linear Programming | December 2023 | August 2024 | Allow | 8 | 1 | 0 | No | No |
| 18498016 | Machine Learning Assisted Alerts for Item Picking | October 2023 | June 2025 | Allow | 19 | 0 | 0 | No | No |
| 18488171 | Automatic alerting communications systems and methods | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18483684 | FOOD DISPLAY SYSTEM INTEGRATING RETAILER SERVICES WITH CONSUMER ENGAGEMENT | October 2023 | October 2024 | Allow | 12 | 0 | 0 | No | No |
| 18475733 | VOTING BASED PROXIMITY DETECTION AND RANGING | September 2023 | March 2025 | Allow | 18 | 1 | 0 | No | No |
| 18370358 | METHOD AND SYSTEM FOR MULTI-MODAL TRANSACTION AUTHENTICATION | September 2023 | January 2025 | Allow | 16 | 1 | 0 | No | No |
| 18239721 | METHOD AND SYSTEM FOR HANDLING AND STORING PURCHASE TRANSACTIONS | August 2023 | September 2024 | Allow | 13 | 1 | 0 | No | No |
| 18358545 | ITERATIVE MONETIZATION OF PRECURSOR IN PROCESS DEVELOPMENT OF NON-LINEAR POLAR MATERIAL AND DEVICES | July 2023 | July 2024 | Allow | 12 | 1 | 0 | No | No |
| 18356402 | INFORMATION MANAGEMENT SYSTEM AND INFORMATION MANAGEMENT METHOD | July 2023 | June 2025 | Allow | 23 | 0 | 0 | No | No |
| 18348134 | TRANSITIONING INVENTORY SEARCH FROM LARGE GEOGRAPHIC AREA TO IMMEDIATE PERSONAL AREA | July 2023 | March 2025 | Allow | 21 | 1 | 0 | No | No |
| 18207930 | System and Method of Partition Overload Handling for E-Commerce Available to Promise Inquiries | June 2023 | May 2025 | Allow | 23 | 0 | 0 | No | No |
| 18196598 | AUTOMATED SYSTEMS FOR REDUCING COMPUTATIONAL LOADS IN THE MASS EXECUTION OF ANALYTICAL MODELS USING SCALE-OUT COMPUTING | May 2023 | August 2024 | Allow | 16 | 1 | 0 | No | No |
| 18140400 | AUTOMATIC GENERATION OF AN EXPLANATION, BASED ON DATA LINEAGE AND USER FEEDBACK, OF A PREDICTION PRODUCED BY A MACHINE LEARNING SYSTEM | April 2023 | March 2025 | Allow | 23 | 1 | 0 | No | No |
| 18139860 | INVENTORY SYSTEM AND METHODS OF USING THE SAME | April 2023 | March 2024 | Allow | 11 | 0 | 0 | No | No |
| 18187490 | Inventory Management and Transfer System | March 2023 | April 2025 | Allow | 25 | 0 | 0 | No | No |
| 18044201 | SYSTEM FOR MANAGING STORAGE-STATE DATA AND OWNERSHIP CERTIFICATION OF BY-THE-BARREL LIQUOR | March 2023 | May 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18165557 | SYSTEMS AND METHODS FOR MOBILE SELF-CHECKOUT OF WIRELESS TAGGED PRODUCTS | February 2023 | March 2024 | Allow | 13 | 1 | 0 | No | No |
| 18158383 | SYSTEMS, METHODS, AND ARTICLES OF MANUFACTURE TO MEASURE ONLINE AUDIENCES | January 2023 | August 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18094174 | SYSTEMS AND METHODS FOR PURCHASING ARBITRAGE | January 2023 | March 2025 | Allow | 26 | 2 | 0 | No | No |
| 18088413 | ITERATIVE MONETIZATION OF PROCESS DEVELOPMENT OF NON-LINEAR POLAR MATERIAL AND DEVICES | December 2022 | June 2023 | Allow | 6 | 1 | 1 | Yes | No |
| 18082276 | SENSOR-BASED TRANSACTION AUTHORIZATION VIA USER DEVICE | December 2022 | October 2024 | Allow | 22 | 1 | 0 | No | No |
| 18080277 | MOBILE APPARATUS WITH COMPUTER VISION ELEMENTS FOR INVENTORY CONDITION DETECTION | December 2022 | April 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18079588 | EMBEDDING CONSTRAINED AND UNCONSTRAINED OPTIMIZATION PROGRAMS AS NEURAL NETWORK LAYERS | December 2022 | January 2024 | Allow | 13 | 0 | 0 | No | No |
| 18075658 | Information Linkage Platform for Enchanced Tracking of Processed Events | December 2022 | October 2023 | Allow | 10 | 1 | 0 | No | No |
| 18074058 | EXPANDABLE BAGGING SYSTEM | December 2022 | November 2024 | Allow | 24 | 0 | 0 | No | No |
| 18053371 | PAYMENT BY USE OF IDENTIFIER | November 2022 | August 2023 | Allow | 9 | 2 | 1 | Yes | No |
| 17963422 | PLATFORM FOR PROVIDING MEALS IN A NETWORK OF DINING ENTITIES | October 2022 | February 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17959187 | Virtualized Policy & Charging System | October 2022 | April 2025 | Abandon | 30 | 1 | 1 | No | No |
| 17899598 | AUTOMATIC TAX ACCOUNT MANAGEMENT | August 2022 | June 2024 | Allow | 22 | 0 | 0 | No | No |
| 17896757 | Domain-Aware Decomposition for Supply Chain Master Planning using Linear Programming | August 2022 | December 2023 | Allow | 15 | 1 | 0 | No | No |
| 17820627 | APPARATUS AND METHOD FOR PROVIDING INTEGRATED LOGISTICS PRODUCTS MANAGEMENT SERVICE TO PROVIDE ELECTRONIC SHIPMENT CERTIFICATE | August 2022 | March 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 17817431 | OVERRIDING IMAGE ANALYSIS RESULTS BASED ON POINT OF SALES DATA | August 2022 | August 2023 | Abandon | 12 | 1 | 0 | No | No |
| 17876080 | STORE MANAGEMENT SYSTEM AND STORE MANAGEMENT METHOD | July 2022 | September 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17872492 | VIEW SCORES | July 2022 | February 2024 | Allow | 18 | 1 | 0 | No | No |
| 17813893 | EQUIPMENT TRACKING FOR AN INFORMATION HANDLING SYSTEM | July 2022 | December 2024 | Allow | 29 | 2 | 0 | No | No |
| 17868801 | METHOD AND SYSTEM FOR OPERATING A MOBILE POINT-OF-SALES APPLICATION | July 2022 | June 2024 | Allow | 23 | 1 | 0 | Yes | No |
| 17859327 | REGISTRATION APPARATUS AND CONTROL METHOD | July 2022 | May 2025 | Allow | 34 | 1 | 0 | No | No |
| 17810081 | SYSTEMS AND METHODS FOR ELECTRONIC PLATFORM FOR INVENTORY SHARING | June 2022 | March 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17853603 | INVENTORY SYSTEM AND METHODS OF USING THE SAME | June 2022 | April 2023 | Allow | 9 | 1 | 1 | Yes | No |
| 17809553 | SPARE PART MANAGEMENT AND RESERVATION SYSTEM | June 2022 | August 2024 | Allow | 26 | 1 | 0 | Yes | No |
| 17809342 | SYSTEMS AND METHODS FOR INTELLIGENT FIELD MATCHING AND ANOMALY DETECTION | June 2022 | November 2023 | Allow | 17 | 1 | 0 | No | No |
| 17844592 | OUT-OF-STORE PURCHASE ROUTING SYSTEMS, METHODS, AND MEDIA | June 2022 | December 2023 | Allow | 18 | 1 | 0 | No | No |
| 17825338 | PAYMENT BY USE OF IDENTIFIER | May 2022 | September 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17749088 | MOBILE ELECTRONIC WALLET | May 2022 | December 2024 | Allow | 31 | 3 | 0 | Yes | No |
| 17661791 | SYSTEMS AND METHODS FOR THIRD PARTY WAREHOUSE INTEGRATION | May 2022 | March 2024 | Abandon | 22 | 1 | 0 | No | No |
| 17733962 | MOBILE DEVICE PAYMENTS | April 2022 | September 2022 | Allow | 4 | 1 | 0 | Yes | No |
| 17705179 | Systems and Methods for Providing and Interacting with Application-Update Objects on a Mobile Device | March 2022 | December 2023 | Allow | 20 | 1 | 0 | Yes | No |
| 17693249 | FLEET FUEL MANAGEMENT SYSTEM | March 2022 | August 2024 | Allow | 29 | 2 | 0 | Yes | No |
| 17683244 | SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR PROVIDING AN ELECTRONIC RECEIPT | February 2022 | April 2024 | Allow | 25 | 2 | 0 | Yes | No |
| 17586100 | SYSTEM AND METHOD FOR LABELING MACHINE LEARNING INPUTS | January 2022 | November 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17577869 | SYSTEM FOR SUPPLY CHAIN MANAGEMENT | January 2022 | August 2023 | Allow | 19 | 1 | 0 | No | No |
| 17573758 | SYSTEM AND METHOD TO ATTRIBUTE EXPIRATION DATES AND QUANTITIES OF A PRODUCT TO A SKU CODE FOR PRICING PURPOSES | January 2022 | November 2024 | Allow | 34 | 2 | 0 | No | No |
| 17647189 | TRANSACTION TERMINALS FOR AUTOMATED BILLING | January 2022 | May 2024 | Allow | 28 | 4 | 0 | Yes | No |
| 17565500 | SYSTEM AND METHODS OF AN EXPENSE MANAGEMENT SYSTEM BASED UPON BUSINESS DOCUMENT ANALYSIS | December 2021 | January 2023 | Allow | 13 | 0 | 0 | No | No |
| 17564010 | Digital Menu Board With Cash Register And Kitchen Interface | December 2021 | December 2022 | Allow | 12 | 0 | 0 | No | No |
| 17558314 | ELECTRONIC APPARATUS AND OPERATION METHOD THEREOF | December 2021 | February 2024 | Allow | 26 | 3 | 0 | Yes | No |
| 17555877 | REGAINING FRICTIONLESS STATUS OF SHOPPERS | December 2021 | October 2022 | Allow | 10 | 2 | 0 | Yes | No |
| 17457906 | INTERACTIVE MACHINE LEARNING ASSISTANT | December 2021 | March 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17457150 | SYSTEM AND METHOD FOR PREPARING FOR A SEC FINANCIAL STATEMENT AUDIT BY RECORDING CORPORATE GOVERNANCE INFORMATION ON AN IMMUTABLE BLOCKCHAIN | December 2021 | February 2024 | Allow | 26 | 3 | 0 | No | No |
| 17533677 | SYSTEMS AND METHODS FOR THIRD PARTY WAREHOUSE INTEGRATION | November 2021 | February 2022 | Allow | 3 | 0 | 0 | No | No |
| 17532761 | RESERVATION OF LOCK BOX FACILITIES | November 2021 | July 2024 | Allow | 32 | 2 | 0 | No | Yes |
| 17449521 | HYBRID MULTI-TENANT CLOUD AND SINGLE-TENANT ON-PREMISES POINT-OF-SALE SYSTEMS | September 2021 | May 2024 | Allow | 31 | 2 | 0 | No | No |
| 17490185 | CLOUD-BASED ARTIFICIAL INTELLIGENCE LEARNING LOGISTICS MANAGEMENT SYSTEM AND METHOD | September 2021 | July 2024 | Abandon | 34 | 1 | 0 | No | No |
| 17483998 | METHOD AND SYSTEM FOR MULTI-MODAL TRANSACTION AUTHENTICATION | September 2021 | June 2023 | Allow | 21 | 1 | 0 | No | No |
| 17471647 | SYSTEMS AND METHODS FOR WAREHOUSE STORAGE RACK SAFETY | September 2021 | June 2022 | Allow | 9 | 2 | 0 | Yes | No |
| 17384177 | SYSTEMS AND METHODS FOR ELECTRONIC MONITORING OF INVENTORY TRANSFER | July 2021 | December 2022 | Allow | 17 | 1 | 0 | No | No |
| 17383171 | METHOD AND SYSTEM FOR DEFINING, CREATING, MANAGING, AND TRANSACTING MULTIPLE CLASSES OF DIGITAL OBJECTS | July 2021 | June 2024 | Allow | 35 | 1 | 0 | No | No |
| 17357778 | AUTOMATIC TAX ACCOUNT MANAGEMENT | June 2021 | May 2022 | Allow | 11 | 2 | 1 | Yes | No |
| 17343186 | CONSUMER DEVICE BASED POINT-OF-SALE | June 2021 | December 2024 | Allow | 42 | 3 | 0 | No | No |
| 17343057 | Automatic Alerting Communications Systems and Methods | June 2021 | September 2023 | Allow | 28 | 3 | 0 | Yes | No |
| 17338624 | IMAGE ANALYSIS APPARATUS, MONITORING SYSTEM, AND CHECKOUT SYSTEM | June 2021 | September 2023 | Abandon | 27 | 2 | 0 | No | No |
| 17335326 | GENERATING A WASTE PROFILE | June 2021 | March 2023 | Allow | 21 | 1 | 0 | No | No |
| 17327040 | SYSTEMS AND METHODS FOR ELECTRONIC PLATFORM FOR INVENTORY SHARING | May 2021 | May 2022 | Allow | 12 | 3 | 0 | Yes | No |
| 17244004 | SELF-SERVICE TERMINAL (SST) NETWORK REAL-TIME CLOUD MANAGEMENT | April 2021 | March 2023 | Allow | 22 | 1 | 1 | No | No |
| 17218233 | ITEM TRACKING SYSTEMS AND METHODS FOR FINE TUNED DELIVERY SCHEDULING | March 2021 | March 2023 | Allow | 23 | 1 | 0 | No | No |
| 17249950 | VOTING BASED PROXIMITY DETECTION AND RANGING | March 2021 | June 2023 | Allow | 27 | 3 | 0 | Yes | No |
| 17200945 | METHOD AND APPARATUS FOR MONITORING USAGE OF ITEMS | March 2021 | November 2023 | Abandon | 32 | 1 | 0 | No | No |
| 17197779 | ELECTRONIC INVENTORY TRACKING SYSTEM AND ASSOCIATED USER INTERFACES | March 2021 | October 2023 | Allow | 32 | 1 | 0 | Yes | No |
| 17191758 | POS PERIPHERAL DEVICE AND CONTROL METHOD FOR POS PERIPHERAL DEVICE | March 2021 | March 2024 | Allow | 37 | 3 | 0 | No | No |
| 17179584 | SYSTEM FOR MANAGING PERSONAL IDENTIFIERS AND FINANCIAL INSTRUMENT USE | February 2021 | January 2023 | Allow | 23 | 1 | 0 | No | No |
| 17164746 | PLASTIC WASTE SYSTEM AND METHOD | February 2021 | November 2021 | Allow | 9 | 0 | 1 | No | No |
| 16498410 | Storage System | January 2021 | October 2024 | Abandon | 60 | 2 | 0 | No | No |
| 17143694 | FOOD AND BEVERAGE ITEM IDENTIFICATION AND TRACKING DEVICE AND SYSTEM FOR IMPROVING SUPPLY CHAIN LOGISTICAL OPERATIONS AND INVENTORY MANAGEMENT | January 2021 | May 2024 | Abandon | 40 | 1 | 0 | No | No |
| 17135900 | AUTOMATED SYSTEMS FOR REDUCING COMPUTATIONAL LOADS IN THE MASS EXECUTION OF ANALYTICAL MODELS USING SCALE-OUT COMPUTING | December 2020 | February 2023 | Allow | 26 | 1 | 0 | No | No |
| 17122297 | SYSTEMS AND METHODS FOR PROVIDING INTELLIGENT ELECTRONIC COMMUNICATIONS | December 2020 | July 2024 | Allow | 43 | 3 | 0 | Yes | No |
| 17121966 | SUPPLY-CHAIN SIDE ASSISTANCE | December 2020 | March 2024 | Abandon | 39 | 2 | 0 | No | No |
| 17111994 | ONLINE ORDERING SYSTEM AND METHOD FOR KEYED DEVICE | December 2020 | March 2023 | Abandon | 28 | 1 | 0 | No | No |
| 17103831 | FOOD DISPLAY SYSTEM INTEGRATING RETAILER SERVICES WITH CONSUMER ENGAGEMENT | November 2020 | June 2023 | Allow | 31 | 1 | 1 | No | No |
| 17092645 | REFRIGERATOR APPLIANCES AND METHODS FOR TRACKING STORED ITEMS | November 2020 | June 2024 | Abandon | 43 | 2 | 0 | No | No |
| 17082935 | READER | October 2020 | August 2022 | Allow | 21 | 1 | 0 | Yes | No |
| 17050051 | SMART WEARABLE RING BASED WIRELESS TRANSACTION SYSTEM AND METHOD THEREOF | October 2020 | January 2022 | Allow | 15 | 0 | 0 | No | No |
| 17078699 | INVENTORY CONTROL | October 2020 | December 2023 | Allow | 38 | 2 | 1 | Yes | No |
| 17039528 | VENDING MACHINE WITH RFID ANTENNAS | September 2020 | March 2021 | Allow | 6 | 1 | 0 | No | No |
| 17022557 | ELECTRONIC APPARATUS AND OPERATION METHOD THEREOF | September 2020 | September 2021 | Allow | 12 | 1 | 1 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner GLASS, RUSSELL S.
With a 27.8% 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, 41.9% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner GLASS, RUSSELL S works in Art Unit 3627 and has examined 358 patent applications in our dataset. With an allowance rate of 85.2%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 30 months.
Examiner GLASS, RUSSELL S's allowance rate of 85.2% places them in the 56% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by GLASS, RUSSELL S receive 1.82 office actions before reaching final disposition. This places the examiner in the 56% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by GLASS, RUSSELL S is 30 months. This places the examiner in the 42% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +13.4% benefit to allowance rate for applications examined by GLASS, RUSSELL S. This interview benefit is in the 55% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.
When applicants file an RCE with this examiner, 32.9% of applications are subsequently allowed. This success rate is in the 63% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.
This examiner enters after-final amendments leading to allowance in 24.5% 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, 72.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 57% 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 59.1% of appeals filed. This is in the 28% percentile among all examiners. Of these withdrawals, 23.1% 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, 32.8% are granted (fully or in part). This grant rate is in the 26% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.
Examiner's Amendments: This examiner makes examiner's amendments in 0.6% of allowed cases (in the 61% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 32% 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.