Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18740485 | SELF-SUPERVISED SYSTEM GENERATING EMBEDDINGS REPRESENTING SEQUENCED ACTIVITY | June 2024 | December 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18629755 | USING A TRAINED MODEL FOR DISPLAYING ELEMENTS OF USER INTERFACE TO FACILITATE ENGAGEMENT BY A USER OF AN ONLINE SYSTEM WITH USER INTERFACE ELEMENTS | April 2024 | March 2026 | Allow | 23 | 2 | 0 | Yes | No |
| 18420622 | DETERMINATION OF SUPPORT COSTS FOR A SCHEDULED RELEASE OF A PRODUCT | January 2024 | March 2026 | Allow | 26 | 2 | 0 | Yes | No |
| 18419902 | SYSTEMS AND METHODS FOR HANDLING INCOMING CALLS | January 2024 | January 2026 | Abandon | 24 | 2 | 0 | No | No |
| 18416270 | METHOD AND SYSTEM TO STREAMLINE RETURN DECISION AND OPTIMIZE COSTS | January 2024 | January 2026 | Allow | 24 | 1 | 0 | No | No |
| 18527389 | PREDICTION METHOD FOR FORMATION WATER YIELD OF CARBONATE GAS RESERVO | December 2023 | March 2025 | Abandon | 15 | 2 | 0 | No | No |
| 18523982 | DEEP LEARNING MODEL BASED METHOD FOR FORECASTING ONLINE RIDE-HAILING SHORT-TERM DEMAND | November 2023 | January 2026 | Abandon | 25 | 1 | 0 | No | No |
| 18242294 | HIERARCHY AWARE GRAPH REPRESENTATION LEARNING | September 2023 | September 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18354607 | SYSTEMS AND METHODS FOR SLOT MACHINE GAME DEVELOPMENT UTILIZING ANIMATION-BASED ARTIFICIAL INTELLIGENCE GAME DESIGN SYSTEMS | July 2023 | November 2024 | Abandon | 16 | 1 | 0 | No | No |
| 18318428 | PREDICTIVE SYSTEMS AND PROCESSES FOR PRODUCT ATTRIBUTE RESEARCH AND DEVELOPMENT | May 2023 | February 2026 | Abandon | 33 | 2 | 0 | No | No |
| 18142730 | Automated Identification of Entities in Job Titles for Predictive Modeling | May 2023 | December 2025 | Abandon | 31 | 2 | 0 | No | No |
| 18030273 | SALES SUPPORT DEVICE, SALES SUPPORT METHOD AND SALES SUPPORT PROGRAM | April 2023 | June 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18128434 | COMPUTER IMPLEMENTED BUSINESS MANAGEMENT SYSTEM AND METHOD FOR AN ORGANIZATION | March 2023 | October 2025 | Abandon | 30 | 2 | 0 | No | No |
| 18179234 | SYSTEMS AND METHODS TO RECOMMEND PRICE OF BENEFIT ITEMS OFFERED THROUGH A MEMBERSHIP PLATFORM | March 2023 | August 2023 | Allow | 6 | 0 | 0 | No | No |
| 18172069 | ARTIFICIAL INTELLIGENCE SYSTEMS AND METHODS CONFIGURED TO PREDICT TEAM MANAGEMENT DECISIONS | February 2023 | September 2023 | Allow | 7 | 0 | 0 | No | No |
| 18087301 | Systems, Methods, & Devices for Batching Work Tasks for Establishments | December 2022 | September 2025 | Abandon | 33 | 2 | 0 | Yes | No |
| 18002100 | LEAD ROUTING SYSTEMS AND METHODS | December 2022 | August 2025 | Abandon | 32 | 2 | 0 | No | No |
| 18082176 | OPTIMIZED BATCHED PROJECTION | December 2022 | October 2023 | Allow | 10 | 1 | 0 | No | No |
| 18009548 | Machine Learning Based Construction Methods, Techniques, and Algorithms | December 2022 | February 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18076142 | REGION DIVISION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | December 2022 | May 2025 | Abandon | 29 | 2 | 0 | Yes | No |
| 18075229 | CALCULATING, FORECASTING, AND/OR PLANNING QUALIFIED PIPELINE ALONG ONE OR MORE DIMENSIONS FROM LIMITED DATA | December 2022 | June 2025 | Abandon | 30 | 1 | 0 | No | No |
| 17978970 | PROVIDING STRATEGIC RECOMMENDATIONS, LINKS TO ACTIONABLE TASKS, PERFORMANCE PLANNING, AND MEASUREMENTS IN A WORKFLOW | November 2022 | September 2025 | Abandon | 34 | 3 | 0 | Yes | No |
| 17979726 | Systems and Methods for Agricultural Optimization | November 2022 | November 2024 | Abandon | 25 | 1 | 0 | No | No |
| 17897712 | PENDING EVENT IDENTIFICATION AND ESTIMATION | August 2022 | December 2025 | Abandon | 39 | 4 | 0 | Yes | No |
| 17890065 | SYSTEM AND METHOD FOR MATCHING EVENT RIGHT HOLDERS AND DESTINATION USERS | August 2022 | October 2024 | Abandon | 26 | 2 | 0 | No | No |
| 17885708 | RECOMMENDED ACTION OUTPUT SYSTEM, RECOMMENDED ACTION OUTPUT METHOD, AND RECORDING MEDIUM | August 2022 | February 2026 | Abandon | 42 | 4 | 0 | No | No |
| 17797532 | SYSTEM AND METHOD FOR CARGO TRANSPORTATION MANAGEMENT | August 2022 | August 2024 | Abandon | 25 | 1 | 0 | No | No |
| 17879777 | MICROSIMULATION OF MULTI-CANCER EARLY DETECTION EFFECTS USING PARALLEL PROCESSING AND INTEGRATION OF FUTURE INTERCEPTED INCIDENCES OVER TIME | August 2022 | April 2025 | Abandon | 32 | 2 | 0 | Yes | No |
| 17817072 | MICROSERVICE RESPONSE TIME MANAGEMENT | August 2022 | January 2026 | Abandon | 41 | 4 | 0 | Yes | No |
| 17878021 | METHODS AND SYSTEMS FOR ORDERING EXPEDITED PRODUCTION OR SUPPLY OF DESIGNED PRODUCTS | July 2022 | September 2023 | Allow | 14 | 3 | 0 | Yes | No |
| 17849355 | SYSTEMS AND METHODS TO RECOMMEND PRICE OF BENEFIT ITEMS OFFERED THROUGH A MEMBERSHIP PLATFORM | June 2022 | February 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 17840805 | USER INTERFACE AND IMPLEMENTATION FOR APPLICATION SERVICE CUSTOM LOGIC | June 2022 | February 2026 | Abandon | 44 | 4 | 0 | Yes | No |
| 17840315 | MANAGEMENT SUPPORT APPARATUS, MANAGEMENT SUPPORT METHOD, AND COMPUTER READABLE MEDIUM | June 2022 | January 2025 | Abandon | 31 | 2 | 0 | Yes | No |
| 17782790 | APPARATUS AND METHOD FOR PREDICTING TELEWORK EFFECT,AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM | June 2022 | July 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17804639 | SYSTEM AND METHOD FOR IMPROVING SALES FORCE PERFORMANCE | May 2022 | January 2025 | Abandon | 32 | 1 | 0 | No | No |
| 17748388 | CLOUD-BASED SYSTEM AND METHOD FOR DYNAMIC INCIDENT MANAGEMENT USING MACHINE LEARNING OPERATIONS | May 2022 | November 2025 | Abandon | 41 | 4 | 0 | No | No |
| 17764331 | METHOD FOR PROVIDING INTEGRATEDNAVIGATION SERVICE USING VEHICLE SHARING NETWORK, AND DEVICE AND SYSTEM FOR SAME | March 2022 | July 2025 | Abandon | 39 | 2 | 0 | No | No |
| 17591105 | INSIGHT CAPTURING ENGINE IN A DATA ANALYTICS SYSTEM | February 2022 | January 2025 | Abandon | 35 | 2 | 0 | Yes | No |
| 17646073 | DATA DRIVEN CUSTOMER CHURN ANALYTICS | December 2021 | October 2025 | Abandon | 45 | 2 | 0 | Yes | Yes |
| 17615421 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM | November 2021 | May 2024 | Abandon | 29 | 2 | 0 | No | No |
| 17454382 | INFORMATION PROCESSING SYSTEM AND INFORMATION PROCESSING METHOD | November 2021 | September 2023 | Allow | 22 | 2 | 0 | No | No |
| 17609864 | DEMAND PREDICTION DEVICE | November 2021 | May 2024 | Abandon | 30 | 2 | 0 | No | No |
| 17518802 | DEMAND SHOCK DETECTION FOR DYNAMIC DEMAND FORECASTING | November 2021 | April 2025 | Abandon | 41 | 4 | 0 | Yes | No |
| 17519311 | MEDIA CONTENT ENHANCEMENT BASED ON USER FEEDBACK OF MULTIPLE VARIATIONS | November 2021 | November 2024 | Allow | 36 | 3 | 0 | Yes | No |
| 17506488 | METHOD AND SYSTEM FOR GENERATING APPROVAL PREDICTIONS FOR FINANCIAL SERVICE REQUESTS | October 2021 | December 2025 | Abandon | 49 | 5 | 0 | Yes | No |
| 17495736 | METHOD FOR DYNAMICALLY UPDATING A PROJECT PLAN USING AN AI MODEL AND HISTORICAL DATA | October 2021 | February 2026 | Abandon | 53 | 5 | 0 | No | No |
| 17448532 | CONTACT INFORMATION UPDATED BY DATA ANALYSIS | September 2021 | March 2025 | Abandon | 42 | 4 | 0 | No | No |
| 17482817 | SYSTEM FOR INQUIRING, GATHERING, PRIVATELY STORING, BROKERING, AND REQUESTING DELETION OF PERSONAL DATA FROM THIRD PARTY ENTITIES | September 2021 | October 2023 | Abandon | 24 | 1 | 0 | No | No |
| 17434475 | A METHOD AND SYSTEM OF GENERATING PREDICTIVE MODEL FOR PREDICTING CONSUMER PURCHASE BEHAVIOUR | August 2021 | November 2023 | Abandon | 26 | 1 | 0 | No | No |
| 17401538 | SYSTEM AND METHOD FOR INTELLIGENT RESOURCE MANAGEMENT | August 2021 | November 2025 | Allow | 51 | 5 | 0 | No | No |
| 17444787 | Method and System for Digital Webpage Testing | August 2021 | February 2025 | Allow | 42 | 4 | 0 | Yes | No |
| 17429437 | SYSTEMS AND METHODS FOR FORMULATING OR EVALUATING A CONSTRUCTION COMPOSITION | August 2021 | October 2025 | Allow | 50 | 4 | 0 | Yes | No |
| 17392271 | SYSTEM AND METHOD FOR DYNAMIC DIGITAL SURVEY CHANNEL SELECTION | August 2021 | September 2025 | Abandon | 49 | 6 | 0 | Yes | No |
| 17390346 | METHOD FOR PREDICTING PRODUCT DATA AND APPARATUS FOR IMPLEMENTING THE SAME | July 2021 | December 2023 | Abandon | 28 | 2 | 0 | Yes | No |
| 17363692 | METHODS AND SYSTEMS FOR IDENTIFYING BREAKPOINTS IN VARIABLE IMPACT ON MODEL RESULTS | June 2021 | August 2024 | Allow | 37 | 4 | 0 | Yes | No |
| 17359102 | PREDICTING CUSTOMER INTERACTION USING DEEP LEARNING MODEL | June 2021 | April 2024 | Allow | 34 | 3 | 0 | Yes | No |
| 17413162 | RECEIPT PROCESSING APPARATUS, CONTROL METHOD, AND PROGRAM | June 2021 | April 2024 | Abandon | 34 | 2 | 0 | Yes | No |
| 17336366 | SYSTEM AND METHOD FOR SALES VOLUME DECOMPOSITION | June 2021 | August 2023 | Allow | 26 | 2 | 0 | No | No |
| 17333448 | ENTITY HEALTH EVALUATION MICROSERVICE FOR A PRODUCT | May 2021 | December 2024 | Abandon | 42 | 5 | 0 | Yes | No |
| 17241309 | LOGISTIC PROCEDURE FOR GOODS TO BE SOLD AND PACKAGES TO BE SHIPPED, PACKAGE RECEIVING STATION AS WELL AS STORE FOR THE IMPLEMENTATION OF THIS PROCEDURE | April 2021 | March 2024 | Abandon | 34 | 1 | 0 | No | No |
| 17249820 | UTILIZING MACHINE LEARNING FOR OPTIMIZATION OF PLANNING AND VALUE REALIZATION FOR PRIVATE NETWORKS | March 2021 | December 2023 | Allow | 33 | 3 | 0 | Yes | No |
| 17191515 | METHOD AND SYSTEM FOR AN INTERFACE FOR PERSONALIZATION OR RECOMMENDATION OF PRODUCTS | March 2021 | August 2025 | Abandon | 54 | 3 | 0 | No | No |
| 17173379 | HIERARCHY AWARE GRAPH REPRESENTATION LEARNING | February 2021 | April 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17267081 | SYSTEMS AND METHODS FOR CONTROLLING UPDATES TO BOOKING DATA | February 2021 | March 2025 | Abandon | 50 | 3 | 0 | Yes | No |
| 17266755 | METHOD AND ELECTRONIC DEVICE FOR PREDICTING AT LEAST ONE MACROECONOMIC VARIABLE | February 2021 | December 2022 | Abandon | 23 | 1 | 0 | No | No |
| 17147948 | METHODOLOGY OF ANALYZING CONSUMER INTENT FROM USER INTERACTION WITH DIGITAL ENVIRONMENTS | January 2021 | February 2023 | Abandon | 25 | 1 | 0 | No | No |
| 17139199 | SYSTEMS AND METHODS FOR DETERMINING PROFITABILITY SCORE OF AN INCOMING CUSTOMER CALL | December 2020 | April 2024 | Abandon | 40 | 3 | 0 | No | No |
| 17139674 | SYSTEMS AND METHODS FOR PROVIDING A UNIVERSAL OCCUPATIONAL TAXONOMY | December 2020 | April 2024 | Allow | 39 | 2 | 0 | Yes | No |
| 17132796 | TASK CODE RECOMMENDATION MODEL | December 2020 | October 2025 | Abandon | 57 | 4 | 0 | Yes | Yes |
| 17104746 | METHODS AND SYSTEMS FOR ORDERING EXPEDITED PRODUCTION OR SUPPLY OF DESIGNED PRODUCTS | November 2020 | June 2022 | Allow | 18 | 3 | 0 | Yes | No |
| 16950544 | SMART ORCHARD HARVESTING CART WITH ANALYTICS | November 2020 | June 2025 | Abandon | 55 | 4 | 0 | No | Yes |
| 17082168 | DEEP LEARNING BASED BEHAVIOR CLASSIFICATION | October 2020 | November 2025 | Abandon | 60 | 8 | 0 | Yes | No |
| 17081321 | TRANSPORTATION PLAN GENERATION APPARATUS AND TRANSPORTATION PLAN GENERATION METHOD | October 2020 | September 2022 | Abandon | 23 | 2 | 0 | Yes | No |
| 17029423 | HIT OR MISS INSIGHT ANALYSIS | September 2020 | September 2024 | Abandon | 48 | 5 | 0 | Yes | No |
| 17027136 | METHODS AND SYSTEMS FOR PREDICTING WAIT TIME OF QUEUES AT SERVICE AREA | September 2020 | February 2023 | Allow | 29 | 2 | 0 | No | No |
| 16982320 | AUGMENTED MANAGEMENT SYSTEM AND METHOD | September 2020 | January 2023 | Abandon | 28 | 2 | 0 | No | No |
| 17018426 | COGNITIVE ASSESSMENT OF DIGITAL CONTENT | September 2020 | June 2025 | Abandon | 57 | 7 | 0 | Yes | No |
| 17010513 | DETECTION OF EVASIVE ITEM LISTINGS | September 2020 | June 2023 | Allow | 34 | 3 | 0 | Yes | No |
| 17003463 | UTILIZING MACHINE LEARNING MODELS TO AGGREGATE APPLICATIONS AND USERS WITH EVENTS ASSOCIATED WITH THE APPLICATIONS | August 2020 | October 2022 | Allow | 26 | 1 | 0 | Yes | No |
| 16995114 | SYSTEM, METHOD, AND COMPUTER-ACCESSIBLE MEDIUM FOR DETECTING AND REMEDIATING IN-PERSON CART ABANDONMENT | August 2020 | July 2024 | Allow | 47 | 4 | 0 | Yes | No |
| 16942842 | MODELING EXTERNAL EVENT EFFECTS UPON SYSTEM VARIABLES | July 2020 | January 2026 | Abandon | 60 | 6 | 0 | Yes | No |
| 16942355 | MULTI-FACETED LARGE-SCALE FORECASTING | July 2020 | July 2022 | Abandon | 24 | 2 | 0 | No | No |
| 16942226 | SUBSCRIPTION RENEWAL PREDICTION WITH A COOPERATIVE COMPONENT | July 2020 | February 2023 | Abandon | 31 | 2 | 0 | No | No |
| 16930279 | SELF-SUPERVISED SYSTEM GENERATING EMBEDDINGS REPRESENTING SEQUENCED ACTIVITY | July 2020 | March 2024 | Allow | 44 | 4 | 0 | Yes | No |
| 16928897 | DETERMINING AND APPLYING ATTRIBUTE DEFINITIONS TO DIGITAL SURVEY DATA TO GENERATE SURVEY ANALYSES | July 2020 | June 2024 | Allow | 47 | 5 | 0 | Yes | No |
| 16925199 | MACHINE LEARNING SYSTEM, METHOD, AND COMPUTER PROGRAM FOR HOUSEHOLD MARKETING SEGMENTATION | July 2020 | February 2023 | Allow | 32 | 2 | 0 | No | No |
| 16916930 | CONTEXTUAL MARKETING SYSTEM BASED ON PREDICTIVE MODELING OF USERS OF A SYSTEM AND/OR SERVICE | June 2020 | January 2023 | Allow | 31 | 2 | 0 | Yes | No |
| 16897316 | Method for Generating User Feedback Information From a Product Use Event and User Profile Data to Enhance Product Use Results | June 2020 | November 2022 | Abandon | 30 | 2 | 0 | No | No |
| 16883316 | AUTOMATIC MOVIE PERFORMANCE PREDICTOR | May 2020 | May 2023 | Allow | 36 | 2 | 0 | Yes | No |
| 16862088 | ARTIFICIAL INTELLIGENCE-DRIVEN METHOD AND SYSTEM FOR SIMPLIFIED SOFTWARE DEPLOYMENTS | April 2020 | April 2025 | Abandon | 60 | 6 | 0 | No | No |
| 16851759 | METHOD AND APPARATUS FOR OPTIMIZING OBJECT PREDICTION AND STORAGE MEDIUM | April 2020 | February 2024 | Abandon | 46 | 4 | 0 | No | No |
| 16756972 | INFORMATION PROCESSING APPARATUS, RISK FORECASTING METHOD, AND PROGRAM | April 2020 | November 2022 | Abandon | 31 | 1 | 0 | No | No |
| 16843382 | SYSTEM AND METHOD FOR MODEL BASED PRODUCT DEVELOPMENT FORECASTING | April 2020 | December 2023 | Abandon | 44 | 4 | 0 | No | No |
| 16821329 | SYSTEMS AND METHODS TO RECOMMEND PRICE OF BENEFIT ITEMS OFFERED THROUGH A MEMBERSHIP PLATFORM | March 2020 | March 2022 | Allow | 24 | 1 | 0 | Yes | No |
| 16817936 | CONSTRAINT PLANNER ENGINE | March 2020 | April 2024 | Abandon | 49 | 4 | 0 | No | No |
| 16818586 | TIME SERIES CLUSTERING ANALYSIS FOR FORECASTING DEMAND | March 2020 | March 2023 | Allow | 36 | 2 | 0 | Yes | No |
| 16645228 | MAINTENANCE RANGE OPTIMIZATION APPARATUS, MAINTENANCE RANGE OPTIMIZATION METHOD, AND COMPUTER-READABLE RECORDING MEDIUM | March 2020 | June 2022 | Allow | 27 | 2 | 0 | Yes | No |
| 16809198 | MODIFYING DATA CLEANSING TECHNIQUES FOR TRAINING AND VALIDATING AN ARTIFICIAL NEURAL NETWORK MODEL | March 2020 | August 2023 | Allow | 42 | 2 | 0 | No | No |
| 16776459 | System and Method for Generating Networking Referrals | January 2020 | February 2022 | Abandon | 24 | 1 | 0 | No | No |
| 16774223 | ADAPTIVE GROUPING OF WORK ITEMS | January 2020 | August 2023 | Abandon | 43 | 5 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner WALTON, CHESIREE A.
With a 25.0% 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, 23.1% 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 WALTON, CHESIREE A works in Art Unit 3624 and has examined 174 patent applications in our dataset. With an allowance rate of 29.9%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 39 months.
Examiner WALTON, CHESIREE A's allowance rate of 29.9% places them in the 4% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by WALTON, CHESIREE A receive 2.94 office actions before reaching final disposition. This places the examiner in the 85% 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 WALTON, CHESIREE A 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 +30.2% benefit to allowance rate for applications examined by WALTON, CHESIREE A. 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, 15.4% of applications are subsequently allowed. This success rate is in the 12% 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 5.2% of cases where such amendments are filed. This entry rate is in the 6% 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 16% 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 27.3% of appeals filed. This is in the 3% percentile among all examiners. 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, 110.0% are granted (fully or in part). This grant rate is in the 94% 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 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.