Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18811922 | PRODUCT DEMAND FORECASTING METHOD AND DEVICE USING DECOMPOSITION TECHNIQUE AND HYBRID MACHINE LEARNING MODEL | August 2024 | June 2025 | Abandon | 10 | 1 | 0 | No | No |
| 18632119 | SYSTEM AND METHOD FOR AUTOMATED ASSESSMENT OF SALES TRANSACTIONS | April 2024 | January 2026 | Abandon | 21 | 1 | 0 | No | No |
| 18408170 | Method and Apparatus for Tracking User Behavior Based on Encoded Image Identification, User Location and Purchase Product Information | January 2024 | December 2025 | Abandon | 23 | 1 | 0 | No | No |
| 18373943 | Mobile Application Data Collection and Reward Method and System | September 2023 | November 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18458889 | METHOD BASED ON FORM FIELDS FOR ARRANGING EXAMINATION AND APPROVAL ROLES AT WORKFLOW EXAMINATION AND APPROVAL NODES | August 2023 | March 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18363774 | Method and system for marketing via a communications network | August 2023 | December 2025 | Abandon | 29 | 1 | 0 | No | No |
| 18208471 | SYSTEMS AND METHODS FOR JOBSITE ENVIRONMENTAL, SOCIAL, AND GOVERNANCE MANAGEMENT | June 2023 | February 2026 | Abandon | 32 | 1 | 0 | No | No |
| 18265056 | METHOD AND DEVICE FOR PROVIDING COMPRESSED GIG SERVICE | June 2023 | August 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18252120 | PREDICTIVE METHOD FOR ANALYSING A MENU | May 2023 | March 2026 | Abandon | 34 | 1 | 0 | No | No |
| 18034502 | SYSTEM AND METHOD FOR PREDICTING GIG SERVICE IN ACCORDANCE WITH SPATIO-TEMPORAL CHARACTERISTICS | April 2023 | August 2025 | Abandon | 28 | 1 | 0 | No | No |
| 18302481 | System and Method for Graphical Matching of Complementary Businesses and Subsidiary Markets | April 2023 | July 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18030969 | INFORMATION PROVIDING SYSTEM, INFORMATION PROVIDING METHOD, AND NON-TRANSITORY STORAGE MEDIUM | April 2023 | June 2025 | Abandon | 27 | 1 | 0 | Yes | No |
| 18130313 | SYSTEM FOR ANALYZING WORKFLOW AND DETECTING INACTIVE OPERATORS AND METHODS OF USING THE SAME | April 2023 | October 2025 | Abandon | 30 | 4 | 0 | No | No |
| 18166780 | APPARATUS, METHOD, AND COMPUTER PROGRAM PRODUCT FOR MEDIA CONTENT CONSUMPTION TRACKING USING DISTRIBUTED LEDGER | February 2023 | January 2026 | Abandon | 35 | 2 | 0 | No | No |
| 17984979 | METHODS AND APPARATUS TO GENERATE AUDIENCE METRICS USING THIRD-PARTY PRIVACY-PROTECTED CLOUD ENVIRONMENTS | November 2022 | February 2025 | Abandon | 27 | 3 | 0 | Yes | No |
| 17935971 | EVENT MANAGEMENT SYSTEM | September 2022 | February 2025 | Abandon | 29 | 3 | 0 | Yes | No |
| 17935968 | EVENT MANAGEMENT SYSTEM | September 2022 | September 2025 | Abandon | 35 | 4 | 0 | Yes | No |
| 17935965 | EVENT MANAGEMENT SYSTEM | September 2022 | September 2025 | Abandon | 35 | 4 | 0 | Yes | No |
| 17935976 | EVENT MANAGEMENT SYSTEM | September 2022 | February 2025 | Abandon | 29 | 3 | 0 | Yes | No |
| 17877834 | Machine Learning System and Method for Predicting Caregiver Attrition | July 2022 | August 2024 | Allow | 25 | 3 | 0 | Yes | No |
| 17850168 | INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING SYSTEM | June 2022 | September 2025 | Abandon | 39 | 1 | 0 | Yes | No |
| 17842244 | PREDICTIVE RISK MANAGEMENT FOR DYNAMIC TREE TRIMMING SCHEDULING FOR DISTRIBUTION NETWORKS | June 2022 | March 2026 | Abandon | 45 | 2 | 0 | No | No |
| 17740307 | INFORMATION DELIVERY METHOD, APPARATUS, AND DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | May 2022 | August 2025 | Allow | 40 | 2 | 0 | No | No |
| 17660696 | TECHNIQUES FOR SCHEDULING AND EXECUTING PLANS FOR A USER OF AN INPUT/OUTPUT DEVICE | April 2022 | May 2025 | Abandon | 37 | 2 | 0 | Yes | No |
| 17714038 | METHODS AND SYSTEMS FOR APPLYING SURVIVAL ANALYSIS MODELS TO PRODUCE TEMPORAL MEASURES OF SALES PRODUCTIVITY | April 2022 | January 2025 | Abandon | 33 | 2 | 0 | Yes | No |
| 17654718 | AUTOMATIC WELLBORE ACTIVITY SCHEDULE ADJUSTMENT METHOD AND SYSTEM | March 2022 | May 2023 | Abandon | 14 | 5 | 0 | Yes | No |
| 17694327 | SYSTEM AND METHOD FOR PROVIDING CROWD SOURCED METRICS FOR NETWORK CONTENT BROADCASTERS | March 2022 | October 2023 | Abandon | 19 | 1 | 0 | Yes | No |
| 17692895 | MANAGEMENT OF IN ROOM MEETING PARTICIPANT | March 2022 | March 2025 | Abandon | 36 | 3 | 0 | Yes | No |
| 17683108 | CHURN PREDICTION USING CLICKSTREAM DATA | February 2022 | February 2025 | Abandon | 35 | 3 | 0 | Yes | No |
| 17683112 | CHURN PREVENTION USING GRAPHS | February 2022 | January 2026 | Abandon | 46 | 2 | 0 | Yes | Yes |
| 17638473 | STORE MANAGEMENT SYSTEM, STORE MANAGEMENT METHOD, COMPUTER PROGRAM AND RECORDING MEDIUM | February 2022 | July 2024 | Abandon | 29 | 2 | 0 | Yes | No |
| 17634632 | INFORMATION COLLECTING APPARATUS AND METHOD | February 2022 | September 2024 | Abandon | 31 | 2 | 0 | Yes | No |
| 17650670 | INTELLIGENT SAFETY MONITORING AND ANALYTICS SYSTEM FOR PERSONAL PROTECTIVE EQUIPMENT | February 2022 | August 2024 | Abandon | 30 | 4 | 0 | Yes | No |
| 17633169 | VEHICLE DISPATCHING METHOD, ON-VEHICLE DEVICE, AND ROADSIDE DEVICE | February 2022 | April 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17589798 | SYSTEMS AND METHODS FOR GENERATING AND VALIDATING ITEM DEMAND TRANSFER COEFFICIENTS USING DATABASE ENTRIES | January 2022 | July 2025 | Abandon | 42 | 2 | 0 | Yes | No |
| 17578140 | METHOD FOR A COMPUTER IMPLEMENTED INTERACTIVE TOOL | January 2022 | July 2025 | Abandon | 42 | 4 | 0 | No | No |
| 17575459 | USER ACTIVE LEAD MANAGEMENT SYSTEM AND USES THEREOF | January 2022 | October 2022 | Allow | 9 | 0 | 0 | No | No |
| 17575372 | AUTOMATED ESTIMATION OF FACTORS INFLUENCING PRODUCT SALES | January 2022 | May 2025 | Abandon | 40 | 2 | 0 | Yes | No |
| 17621638 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM | December 2021 | April 2024 | Abandon | 28 | 1 | 0 | No | No |
| 17556014 | ATTENTIVENESS TRACKING AND COORDINATION OF CALL CENTER AGENTS | December 2021 | February 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17556641 | PRODUCT EVALUATION APPARATUS AND PRODUCT EVALUATION METHOD | December 2021 | September 2024 | Abandon | 33 | 2 | 0 | Yes | No |
| 17499280 | SUPPLY CHAIN MANAGEMENT WITH PART SHORTAGE PREDICTION AND MITIGATION | October 2021 | August 2025 | Abandon | 46 | 6 | 0 | Yes | No |
| 17492484 | TRANSIT SYSTEM FOR ADJUSTING DURATION TO RECONCILE ASSIGNMENT OF RESOURCES | October 2021 | May 2024 | Abandon | 32 | 3 | 0 | Yes | No |
| 17489067 | SYSTEM FOR ESTABLISHING AN INSTANT COMMUNICATION SESSION WITH A HEALTH PROVIDER | September 2021 | August 2024 | Abandon | 34 | 2 | 0 | Yes | No |
| 17487374 | Outlier Incident Detection Using Event Templates | September 2021 | September 2025 | Abandon | 48 | 4 | 0 | Yes | No |
| 17466905 | Method and System for Assessing Play Value of a Playground | September 2021 | October 2022 | Allow | 13 | 0 | 0 | No | No |
| 17465061 | DYNAMIC PLANOGRAMS IN A RETAIL STORE | September 2021 | March 2024 | Abandon | 30 | 1 | 0 | No | No |
| 17465241 | SYSTEM AND METHOD FOR NETWORKING A PLURALITY OF AGRICULTURAL FARMS | September 2021 | July 2024 | Abandon | 35 | 2 | 0 | No | No |
| 17463068 | SYSTEMS AND METHODS FOR RESPONSIVE AND AUTOMATED PREDICTIVE PACKAGING ACQUISITION | August 2021 | October 2024 | Abandon | 38 | 4 | 0 | Yes | No |
| 17461109 | INTERNET OF THINGS RESOURCES FOR CONTROL TOWER AND ENTERPRISE MANAGEMENT PLATFORM | August 2021 | September 2025 | Abandon | 48 | 4 | 0 | Yes | No |
| 17461074 | MANAGING DEMAND FACTORS AND INFRASTRUCTURE FACILITIES OF CONTROL TOWER AND ENTERPRISE MANAGEMENT PLATFORM | August 2021 | July 2025 | Abandon | 47 | 4 | 0 | Yes | No |
| 17461508 | DATA ANALYSIS TO DETERMINE OFFERS MADE TO CREDIT CARD CUSTOMERS | August 2021 | August 2025 | Allow | 48 | 6 | 0 | Yes | Yes |
| 17408944 | INFLUENCE FUNCTION IN MACHINE LEARNING FOR INTERPRETATION OF LENGTHY AND NOISY DOCUMENTS | August 2021 | December 2025 | Abandon | 52 | 6 | 0 | Yes | No |
| 17430465 | PRIVILEGE ISSUING APPARATUS, METHOD, AND COMPUTER-READABLE MEDIUM | August 2021 | August 2024 | Abandon | 36 | 2 | 0 | No | No |
| 17378624 | APPOINTMENT NEGOTIATION SYSTEMS AND METHODS | July 2021 | February 2025 | Abandon | 43 | 3 | 0 | No | Yes |
| 17362181 | USING A PICTURE TO GENERATE A SALES LEAD | June 2021 | December 2024 | Allow | 42 | 3 | 0 | No | No |
| 17360025 | SYSTEM AND METHOD OF TREND IDENTIFICATION | June 2021 | September 2023 | Abandon | 26 | 2 | 0 | Yes | No |
| 17351678 | Automated In-Store Execution Issue Resolution System | June 2021 | August 2025 | Abandon | 50 | 7 | 0 | Yes | No |
| 17328000 | METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS TO ENHANCE MARKET RESEARCH DATA COLLECTION QUALITY | May 2021 | December 2023 | Abandon | 31 | 2 | 0 | No | No |
| 17327638 | COMPUTERIZED HUB FOR INTERACTION OF SERVICE PURCHASERS AND SERVICE PROVIDERS FOR REAL-TIME GENERATION AND ADJUSTMENT OF SERVICES | May 2021 | July 2024 | Abandon | 38 | 4 | 0 | No | No |
| 17318517 | METHODS AND APPARATUS TO GENERATE AUDIENCE METRICS USING THIRD-PARTY PRIVACY-PROTECTED CLOUD ENVIRONMENTS | May 2021 | August 2023 | Abandon | 27 | 2 | 0 | No | No |
| 17315400 | LISTING SERVICES WITHIN A NETWORKED ENVIRONMENT | May 2021 | July 2023 | Allow | 26 | 3 | 0 | Yes | No |
| 17242482 | METHOD FOR AUTOMATICALLY EXTRACTING VEHICLE GETTING-ON-AND-OFF PLACES AND OPERATION SERVER UTILIZING THE SAME | April 2021 | January 2025 | Abandon | 45 | 4 | 0 | Yes | No |
| 17287594 | A LIGHT DIRECTING PLATFORM FOR A CULTIVAR GROWING ENVIRONMENT | April 2021 | June 2024 | Abandon | 38 | 1 | 0 | No | No |
| 17232651 | USER INTERFACE THAT PRE-POPULATES ITEMS IN AN ORDER MODULE FOR A USER OF AN ONLINE CONCIERGE SYSTEM USING A PREDICTION MODEL | April 2021 | May 2023 | Allow | 25 | 2 | 0 | Yes | No |
| 17281771 | EVENT MANAGEMENT SYSTEM | March 2021 | May 2025 | Abandon | 50 | 4 | 0 | Yes | No |
| 17201641 | VALUE BASED COMMODITY SELECTION | March 2021 | September 2023 | Abandon | 30 | 3 | 0 | No | No |
| 17074778 | SERVER APPARATUS, MEDIUM, AND OPERATION METHOD FOR INFORMATION PROCESSING SYSTEM | October 2020 | August 2023 | Abandon | 34 | 2 | 0 | No | No |
| 17074354 | Systems, Methods, and Devices for Generating and Trading Environmental Credits | October 2020 | February 2023 | Allow | 28 | 2 | 0 | Yes | No |
| 17073274 | METHOD AND SYSTEM FOR SWITCHING AND HANDOVER BETWEEN ONE OR MORE INTELLIGENT CONVERSATIONAL AGENTS | October 2020 | November 2022 | Abandon | 25 | 2 | 0 | No | No |
| 17068531 | APPOINTMENT NEGOTIATION SYSTEMS AND METHODS | October 2020 | December 2024 | Abandon | 51 | 3 | 0 | No | Yes |
| 17044154 | INFORMATION ANALYSIS DEVICE AND INFORMATION ANALYSIS METHOD | September 2020 | January 2023 | Abandon | 27 | 2 | 0 | No | No |
| 16987890 | USER INTERFACE-BASED MOBILITY TRANSACTION MANAGEMENT ON A MAAS PLATFORM | August 2020 | May 2023 | Allow | 33 | 2 | 0 | Yes | No |
| 16945480 | DATA EXCHANGE PLATFORM FROM PERSONAL DATA PLATFORM | July 2020 | September 2024 | Abandon | 49 | 5 | 0 | No | No |
| 16924875 | Methods and systems for signals management | July 2020 | February 2021 | Abandon | 8 | 1 | 0 | No | No |
| 16912403 | VISUAL INFORMATION SYSTEM AND COMPUTER MOBILITY APPLICATION FOR FIELD PERSONNEL | June 2020 | October 2025 | Abandon | 60 | 10 | 0 | Yes | No |
| 16904152 | METHOD AND APPARATUS USING CONTEXT TO DETERMINE CONSUMER DEALS | June 2020 | June 2025 | Abandon | 60 | 4 | 0 | No | No |
| 16900825 | Allocating Resources | June 2020 | March 2025 | Abandon | 57 | 5 | 0 | Yes | No |
| 16891728 | SCHEDULE MANAGEMENT SYSTEM | June 2020 | June 2021 | Abandon | 12 | 2 | 0 | Yes | No |
| 16882981 | CROP MONITORING TO DETERMINE AND CONTROL CROP YIELD | May 2020 | December 2022 | Allow | 31 | 2 | 0 | Yes | No |
| 16763668 | ASSEMBLY ADAPTED TO BE EMBEDDED IN A MIXING HEAD OF A FOOD OR BEVERAGE PREPARATION MACHINE | May 2020 | February 2023 | Abandon | 33 | 1 | 0 | No | No |
| 16866264 | STRUCTURAL FOOD PREPARATION SYSTEMS AND METHODS | May 2020 | April 2021 | Allow | 11 | 1 | 0 | No | No |
| 16756233 | DETERMINATION OF UN/FAVORABLE TIME PERIODS FOR THE APPLICATION OF PLANT PROTECTION | April 2020 | November 2025 | Allow | 60 | 7 | 0 | Yes | No |
| 16822251 | Predicting True Demand of Network Services with Usage Constraints | March 2020 | April 2023 | Allow | 37 | 1 | 0 | Yes | No |
| 16636261 | A HAND HELD DEVICE FOR ECONOMIC AGRICULTURAL MANAGEMENT | February 2020 | June 2022 | Abandon | 29 | 1 | 0 | No | No |
| 16776908 | MAINTAINING AN UP-TO-DATE PRODUCT DATABASE BASED ON FORECAST AND HISTORICAL DATA | January 2020 | March 2025 | Abandon | 60 | 5 | 0 | Yes | Yes |
| 16739783 | BIASED SELECTION OF DEDICATED PHYSICAL CONNECTIONS TO PROVIDER NETWORK | January 2020 | September 2024 | Abandon | 56 | 6 | 0 | Yes | No |
| 16710592 | Globalization, Localization, and Internationalization Learning and Regulation Model | December 2019 | October 2025 | Abandon | 60 | 6 | 0 | Yes | Yes |
| 16710471 | DETECTION AND BREAKING OF PRICING LOOPS IN AN E-COMMERCE MARKETPLACE | December 2019 | September 2022 | Allow | 34 | 1 | 0 | Yes | No |
| 16702208 | PREDICTING AND PREVENTING RETURNS USING TRANSFORMATIVE DATA-DRIVEN ANALYTICS AND MACHINE LEARNING | December 2019 | November 2023 | Abandon | 47 | 4 | 0 | Yes | No |
| 16698180 | METHODS, SYSTEMS AND APPARATUS TO ESTIMATE CENSUS-LEVEL AUDIENCE SIZE AND TOTAL IMPRESSION DURATIONS ACROSS DEMOGRAPHICS | November 2019 | November 2024 | Abandon | 60 | 7 | 0 | Yes | No |
| 16698147 | METHODS, SYSTEMS AND APPARATUS TO ESTIMATE CENSUS-LEVEL AUDIENCE, IMPRESSIONS, AND DURATIONS ACROSS DEMOGRAPHICS | November 2019 | October 2024 | Abandon | 59 | 7 | 0 | Yes | No |
| 16692633 | ARTIFICIAL DEVICE AND METHOD FOR CONTROLLING THE SAME | November 2019 | May 2022 | Abandon | 30 | 1 | 0 | No | No |
| 16614329 | METHOD BASED ON FORM FIELDS FOR ARRANGING EXAMINATION AND APPROVAL ROLES AT WORKFLOW EXAMINATION AND APPROVAL NODES | November 2019 | September 2023 | Abandon | 46 | 3 | 0 | No | No |
| 16671396 | ADVANCED SEGMENTATION WITH SUPERIOR CONVERSION POTENTIAL | November 2019 | August 2023 | Allow | 45 | 5 | 0 | Yes | No |
| 16666867 | METHODS AND SYSTEMS FOR SEGMENTATION AND ACTIVATION IN DATA MANAGEMENT PLATFORM FOR CONTACT CENTER | October 2019 | March 2022 | Abandon | 28 | 1 | 0 | No | No |
| 16661956 | SYSTEMS AND METHODS FOR IDENTIFYING AND UTILIZING TESTING LOCATIONS IN AGRICULTURAL FIELDS | October 2019 | March 2025 | Abandon | 60 | 6 | 0 | Yes | No |
| 16656731 | EQUIPMENT REPAIR SYSTEM AND METHOD | October 2019 | May 2025 | Abandon | 60 | 5 | 1 | No | Yes |
| 16593787 | MARKETING SUPPORT SYSTEM, MARKETING SUPPORT METHOD AND PROGRAM | October 2019 | May 2023 | Abandon | 43 | 4 | 0 | Yes | No |
| 16593792 | MARKETING SUPPORT SYSTEM, MARKETING SUPPORT METHOD AND PROGRAM | October 2019 | May 2022 | Allow | 32 | 3 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner BYRD, UCHE SOWANDE.
With a 17.9% 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, 16.7% 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 BYRD, UCHE SOWANDE works in Art Unit 3624 and has examined 318 patent applications in our dataset. With an allowance rate of 25.2%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 45 months.
Examiner BYRD, UCHE SOWANDE's allowance rate of 25.2% places them in the 3% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by BYRD, UCHE SOWANDE receive 3.30 office actions before reaching final disposition. This places the examiner in the 91% 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 BYRD, UCHE SOWANDE is 45 months. This places the examiner in the 13% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +36.2% benefit to allowance rate for applications examined by BYRD, UCHE SOWANDE. This interview benefit is in the 84% 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, 10.0% of applications are subsequently allowed. This success rate is in the 5% 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 6.4% 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, 46.2% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 41% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.
This examiner withdraws rejections or reopens prosecution in 37.8% of appeals filed. This is in the 6% percentile among all examiners. Of these withdrawals, 23.5% 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, 65.8% are granted (fully or in part). This grant rate is in the 71% 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 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 0.0% of allowed cases (in the 36% 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.