Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18882388 | METHODS AND SYSTEMS FOR ENHANCING A CONTEXT FOR USE IN PROCESSING, BY A PLURALITY OF ARTIFICIAL INTELLIGENCE AGENTS, A REQUEST | September 2024 | June 2025 | Abandon | 9 | 2 | 0 | Yes | No |
| 18759931 | SYSTEMS AND METHODS FOR MATCH EVALUATION BASED ON CHANGE IN TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACE | June 2024 | March 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18736402 | SYSTEM AND METHOD FOR ADJUSTING LEACHING OPERATIONS BASED ON LEACH ANALYTIC DATA | June 2024 | January 2025 | Allow | 7 | 2 | 0 | Yes | No |
| 18662609 | Fair Share Band Optimization Using Gaussian Bayesian Network | May 2024 | January 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18620015 | DEEP LEARNING-BASED DEMAND FORECASTING SYSTEM | March 2024 | November 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18545802 | ANTICIPATORY AND REMOTE-CONTROLLED MEDIA MANAGEMENT | December 2023 | March 2025 | Allow | 15 | 0 | 0 | Yes | No |
| 18527633 | OBJECT FOR PRE- TO POST-MEETING COLLABORATION | December 2023 | April 2025 | Allow | 16 | 0 | 0 | Yes | No |
| 18510015 | System and Method of Tank-Based Production Planning | November 2023 | June 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18503078 | Adjusting Demand for Order Fulfillment During Various Time Intervals for Order Fulfillment by an Online Concierge System | November 2023 | August 2024 | Allow | 9 | 0 | 0 | Yes | No |
| 18488017 | INTERNET OF THINGS SYSTEM AND METHOD FOR MANAGING PEOPLE FLOW OF PUBLIC PLACE IN SMART CITY | October 2023 | December 2024 | Allow | 14 | 0 | 0 | Yes | No |
| 18485143 | CHEMICAL IMPACTS ON A LEACH STOCKPILE | October 2023 | May 2024 | Allow | 8 | 2 | 0 | Yes | No |
| 18478839 | SYSTEMS AND METHODS FOR RISK DATA NAVIGATION | September 2023 | March 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18242218 | SHIFT DESIGN AND ASSIGNMENT SYSTEM | September 2023 | August 2024 | Allow | 11 | 0 | 0 | Yes | No |
| 18237320 | SYSTEMS AND METHODS FOR PACKING VISUALIZATIONS | August 2023 | March 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18344538 | SYSTEMS AND METHODS FOR AN INTELLIGENT SOURCING ENGINE FOR STUDY PARTICIPANTS | June 2023 | August 2024 | Abandon | 14 | 1 | 0 | No | No |
| 18329480 | Grounded Operations Management System and Method Therefor | June 2023 | May 2024 | Allow | 12 | 0 | 0 | Yes | No |
| 18329463 | A Grounded Operations Management System and Method Therefor | June 2023 | May 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18328754 | Grounded Operations Management System and Method Therefor | June 2023 | May 2024 | Allow | 12 | 0 | 0 | Yes | No |
| 18328065 | METHODS AND APPARATUS FOR ELECTRONICALLY DETERMINING ITEM PRICING | June 2023 | April 2024 | Allow | 11 | 0 | 0 | Yes | No |
| 18308509 | SYSTEMS AND METHODS FOR RISK DATA NAVIGATION | April 2023 | June 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18296424 | Operations Health Management | April 2023 | January 2025 | Abandon | 22 | 2 | 0 | Yes | No |
| 18182250 | METHOD AND SYSTEM FOR MANAGING CLEARANCE MARKDOWN | March 2023 | April 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18155522 | VIRTUAL POWER PLANT SYSTEM FOR CURTAILING POWER USAGE OF VARIOUS ASSETS | January 2023 | June 2025 | Abandon | 29 | 1 | 0 | No | No |
| 18154362 | INTERACTIVE CONJOINT ENVIRONMENT | January 2023 | May 2025 | Allow | 28 | 1 | 1 | Yes | No |
| 18154023 | SYSTEMS AND METHODS FOR IMPROVEMENTS TO USER EXPERIENCE TESTING | January 2023 | November 2023 | Allow | 10 | 0 | 0 | Yes | No |
| 18153893 | RESOURCE PARITY SCALING USING KEY PERFORMANCE INDICATOR METRICS | January 2023 | April 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18061080 | SYSTEMS AND METHODS TO OPTIMIZE WAREHOUSE OPERATIONS | December 2022 | June 2025 | Allow | 30 | 2 | 0 | Yes | No |
| 18055228 | SHIFT DESIGN AND ASSIGNMENT SYSTEM | November 2022 | July 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 17971434 | SYSTEM AND METHOD OF DETERMINING PARTNER INFLUENCE | October 2022 | March 2025 | Allow | 29 | 2 | 0 | Yes | No |
| 17966432 | Crowd-Sourced Activity Processing | October 2022 | September 2023 | Allow | 11 | 1 | 1 | Yes | No |
| 17801168 | SOLUTION PROVISION METHOD AND SYSTEM FOR SMART FACTORY | August 2022 | February 2025 | Allow | 30 | 2 | 0 | Yes | No |
| 17891726 | TECHNIQUES FOR OBTAINING SOLUTIONS TO BLACK-BOX OPTIMIZATION PROBLEMS | August 2022 | January 2023 | Allow | 5 | 0 | 0 | Yes | No |
| 17864003 | SYSTEM AND METHODS TO DERIVE KNOWLEDGE BASE ARTICLE RELEVANCY SCORE | July 2022 | October 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17863895 | SYSTEM AND METHOD FOR USER INTERFACE MANAGEMENT FOR CAPACITY-DRIVEN SCHEDULING | July 2022 | November 2024 | Abandon | 29 | 1 | 0 | No | No |
| 17845448 | SOCIAL NETWORKING MEETUP SYSTEM AND METHOD | June 2022 | December 2022 | Allow | 6 | 1 | 0 | Yes | No |
| 17838278 | BUSINESS PROCESS MANAGEMENT SYSTEM AND METHOD THEREOF | June 2022 | April 2025 | Abandon | 34 | 2 | 0 | Yes | No |
| 17750283 | SYSTEMS AND METHODS FOR AN INTELLIGENT SOURCING ENGINE FOR STUDY PARTICIPANTS | May 2022 | March 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 17664214 | METHODS AND SYSTEMS FOR CIVIL ADMINISTRATION IN SMART CITY BASED ON INTERNET OF THINGS (IOT) | May 2022 | September 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17663756 | METHODS AND SYSTEMS FOR GENERATING OPTIMAL COVERAGE PLAN TO PERFORM AGRICULTURAL ACTIVITIES | May 2022 | January 2025 | Abandon | 32 | 2 | 0 | Yes | No |
| 17743570 | SELF-CHECKOUT CUSTOMER EMOTION CORRELATION PROCESSING | May 2022 | July 2024 | Allow | 27 | 1 | 0 | Yes | No |
| 17662984 | SYSTEM AND METHOD FOR PREDICTIVE PRODUCT QUALITY ASSESSMENT | May 2022 | August 2024 | Allow | 27 | 1 | 1 | Yes | No |
| 17732032 | AUTOMATED RECOMMENDATIONS FOR TASK AUTOMATION | April 2022 | July 2023 | Allow | 15 | 2 | 0 | Yes | No |
| 17660416 | SYSTEMS AND METHODS FOR MANAGING PUBLIC PLACE IN SMART CITY | April 2022 | August 2023 | Allow | 16 | 2 | 0 | Yes | No |
| 17717376 | Managing Operations of Mobile Retail Units | April 2022 | August 2022 | Allow | 4 | 1 | 0 | Yes | No |
| 17711217 | PERFORMANCE MANAGEMENT BUSINESS METHOD | April 2022 | October 2024 | Abandon | 30 | 2 | 0 | No | No |
| 17701926 | SYSTEM AND METHOD FOR PROVIDING OEM CONTROL TO MAXIMIZE PROFITS | March 2022 | March 2023 | Allow | 12 | 1 | 0 | No | No |
| 17701903 | SYSTEM AND METHODOLOGY FOR DETERMINING RECOMMENDED TRANSFER AMOUNTS IN DYNAMIC LIGHTWEIGHT PERSONALIZED ANALYTICS | March 2022 | June 2025 | Abandon | 39 | 3 | 1 | Yes | No |
| 17701170 | Realtime Busyness for Places | March 2022 | March 2023 | Allow | 12 | 0 | 0 | Yes | No |
| 17642215 | SYSTEM AND METHOD FOR CROP MONITORING AND MANAGEMENT | March 2022 | October 2024 | Allow | 31 | 2 | 1 | Yes | No |
| 17680473 | PURCHASING ANALYSIS SYSTEM, PURCHASING ANALYSIS METHOD, AND COMPUTER PROGRAM | February 2022 | October 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17679871 | Systems and Methods for Solving Multi-Objective Hierarchical Linear Programming Problems Using Previously-Solved Solution Information | February 2022 | September 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17678974 | Grounded Operations Management System and Method Therefor | February 2022 | January 2023 | Allow | 11 | 1 | 0 | No | No |
| 17650246 | METAHEURISTICS OPTIMIZER FOR CONTROLLED ENVIRONMENT AGRICULTURE | February 2022 | December 2023 | Abandon | 22 | 1 | 0 | No | No |
| 17580391 | SYSTEMS AND METHODS FOR PROVIDING COMBINED PREDICTION SCORES | January 2022 | January 2025 | Allow | 36 | 2 | 1 | Yes | No |
| 17626037 | METHOD FOR FORECASTING RUNOFF UNDER INFLUENCE OF UPSTREAM RESERVOIR GROUP BY UTILIZING FORECASTING ERRORS | January 2022 | January 2024 | Abandon | 24 | 2 | 0 | Yes | No |
| 17565297 | SYSTEM AND METHOD FOR PREDICTIVE ANALYTICS | December 2021 | November 2024 | Allow | 35 | 2 | 1 | Yes | No |
| 17535835 | POI TRACKING ANALYSIS SYSTEM AND PEOPLE FLOW SYSTEM | November 2021 | May 2024 | Abandon | 29 | 1 | 1 | No | No |
| 17525188 | GENERATING SCORES TO EVALUATE USAGE OF MARKETING TECHNOLOGY | November 2021 | January 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17509812 | DEEP LEARNING-BASED DEMAND FORECASTING SYSTEM | October 2021 | November 2023 | Allow | 25 | 1 | 0 | No | No |
| 17507729 | FRIEND RECOMMENDATION METHOD AND SYSTEM ORENTED TOWARD SUBWAY PASSENGERS | October 2021 | July 2024 | Abandon | 33 | 2 | 0 | Yes | No |
| 17493565 | SYSTEMS AND METHODS FOR MANAGING VEHICLE OPERATOR PROFILES BASED ON RELATIVE TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACE | October 2021 | March 2024 | Allow | 29 | 2 | 0 | Yes | No |
| 17493660 | SYSTEMS AND METHODS FOR MATCH EVALUATION BASED ON CHANGE IN TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACE | October 2021 | February 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17486395 | PROVIDING SEARCH SUGGESTIONS BASED ON PREVIOUS SEARCHES AND CONVERSIONS | September 2021 | August 2024 | Allow | 35 | 2 | 1 | Yes | No |
| 17481358 | RISK PREDICTION IN AGILE PROJECTS | September 2021 | April 2025 | Abandon | 42 | 4 | 0 | No | No |
| 17480904 | IDENTIFICATION OF UNSUPPORTED DEVICE CAPABILITY TO SERVICE PROVIDER FOR ENHANCEMENT AND CUSTOMER ATTRACTION | September 2021 | April 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17468113 | System and Method of Tank-Based Production Planning | September 2021 | November 2023 | Allow | 26 | 2 | 0 | No | No |
| 17405300 | Change Management System and Method | August 2021 | July 2023 | Allow | 23 | 3 | 0 | Yes | No |
| 17398525 | Method And System For Earthquake Disaster Level Assessment | August 2021 | January 2023 | Abandon | 18 | 1 | 0 | No | No |
| 17394029 | DYNAMIC DATA ATTRIBUTION OF POINTS OF INTEREST | August 2021 | May 2024 | Abandon | 34 | 2 | 0 | No | No |
| 17389281 | ADJUSTING DEMAND FOR ORDER FULFILLMENT DURING VARIOUS TIME INTERVALS FOR ORDER FULFILLMENT BY AN ONLINE CONCIERGE SYSTEM | July 2021 | July 2023 | Allow | 24 | 1 | 0 | Yes | No |
| 17373466 | Fair Share Band Optimization Using Gaussian Bayesian Network | July 2021 | January 2023 | Abandon | 18 | 2 | 0 | Yes | No |
| 17369832 | FIELD SURVEYING AND REGULATING SYSTEM AND METHOD | July 2021 | March 2024 | Allow | 32 | 1 | 0 | No | No |
| 17363799 | TECHNIQUES FOR OBTAINING SOLUTIONS TO BLACK-BOX OPTIMIZATION PROBLEMS | June 2021 | May 2022 | Allow | 11 | 2 | 0 | Yes | No |
| 17362269 | ANTICIPATORY AND REMOTE-CONTROLLED MEDIA MANAGEMENT | June 2021 | September 2023 | Allow | 27 | 1 | 1 | Yes | No |
| 17350729 | SYSTEMS AND METHODS FOR MAXIMIZING MINE PRODUCTION SCHEDULING | June 2021 | September 2023 | Abandon | 27 | 1 | 0 | Yes | No |
| 17346751 | PREDICTIVE INVENTORY MANAGEMENT SYSTEMS AND METHODS OF USE | June 2021 | October 2024 | Allow | 41 | 4 | 1 | Yes | No |
| 17345946 | METHODS AND APPARATUS TO ADAPTIVELY COLLECT MARKET RESEARCH DATA | June 2021 | December 2023 | Abandon | 31 | 2 | 0 | No | No |
| 17344586 | SYSTEM FOR AUTOMATICALLY BALANCING ANTICIPATED INFRASTRUCTURE DEMANDS | June 2021 | April 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17303611 | FAIR SCHEDULING OF NURSES IN RESOURCE CONSTRAINED SETTINGS | June 2021 | February 2023 | Abandon | 20 | 2 | 0 | Yes | No |
| 17333154 | CONTROL TOWER AND ENTERPRISE MANAGEMENT PLATFORM WITH MICROSERVICE ARCHITECTURE FOR VALUE CHAIN NETWORKS | May 2021 | January 2025 | Abandon | 44 | 4 | 0 | Yes | No |
| 17330925 | Operations Health Management | May 2021 | July 2023 | Abandon | 26 | 2 | 0 | Yes | No |
| 17325102 | SYSTEM AND METHOD FOR UNMODERATED REMOTE USER TESTING AND CARD SORTING | May 2021 | August 2022 | Allow | 15 | 1 | 0 | Yes | No |
| 17320036 | AUTOMATED EVENT SPACE MANAGEMENT WITH CONFLICT PREVENTION | May 2021 | December 2021 | Allow | 7 | 1 | 1 | Yes | No |
| 17288605 | METHOD AND SYSTEM FOR ORGANIZING EVENTS | April 2021 | June 2025 | Allow | 50 | 6 | 0 | Yes | No |
| 17228179 | SYSTEMS AND METHODS FOR USEFUL LIFE DETERMINATION OF TARGET ITEMS | April 2021 | January 2025 | Abandon | 45 | 6 | 1 | Yes | No |
| 17217381 | SYSTEMS AND METHODS FOR PACKING VISUALIZATIONS | March 2021 | May 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17278595 | FORECAST OPERATION METHOD FOR LOWERING RESERVOIR FLOOD LIMITED WATER LEVEL CONSIDERING FORECAST UNCERTAINTY | March 2021 | July 2023 | Abandon | 28 | 1 | 0 | No | No |
| 17206673 | COMPLEX SOURCING SYSTEM WITH INFEASIBILITY CHECK | March 2021 | December 2023 | Abandon | 33 | 1 | 0 | No | No |
| 17192025 | APPARATUS, METHOD, AND STORAGE MEDIUM FOR BURSTABLE INSTANCE RECOMMENDATION | March 2021 | July 2023 | Abandon | 29 | 2 | 0 | No | No |
| 17179151 | OBJECT FOR PRE- TO POST-MEETING COLLABORATION | February 2021 | July 2023 | Allow | 29 | 2 | 1 | Yes | No |
| 17168473 | SYSTEM AND METHOD FOR PLACEMENT OPTIMIZATION OF PUBLIC ELECTRIC VEHICLE CHARGING STATIONS USING TELEMATICS DATA | February 2021 | October 2022 | Allow | 20 | 1 | 0 | Yes | No |
| 17167894 | DYNAMIC GROUP BUYING AND PRODUCT RE-PRICING USING MACHINE LEARNING METHODS | February 2021 | April 2022 | Abandon | 14 | 2 | 1 | Yes | No |
| 17164518 | PREDICTING GRAIN PRODUCTS LOADED ON-BOARD VESSELS | February 2021 | July 2023 | Abandon | 30 | 2 | 1 | No | No |
| 17152787 | FACILITATING ACTIVITY LOGS WITHIN A MULTI-SERVICE SYSTEM | January 2021 | July 2023 | Allow | 29 | 2 | 0 | No | No |
| 17148002 | SYSTEMS, METHODS, AND MEDIA FOR GENERATING PEER GROUP DRIVEN OPERATIONAL RECOMMENDATIONS | January 2021 | November 2023 | Abandon | 34 | 1 | 0 | No | No |
| 17110079 | SYSTEM AND METHOD FOR AUTOMATED RECOMMENDATIONS OF COMPETITORS FOR SALES OPPORTUNITIES BASED ON BUSINESS SCENARIO, CUSTOM INPUT AND USER FEEDBACK | December 2020 | December 2022 | Abandon | 25 | 0 | 1 | No | No |
| 16952669 | Grounded Operations Management System and Method Therefor | November 2020 | November 2021 | Allow | 12 | 2 | 1 | Yes | No |
| 17096572 | SYNTHESIS OF PURCHASING DATA FROM SHOPPER LOYALTY CARDS AND CONSUMER PANELS | November 2020 | February 2023 | Abandon | 27 | 2 | 0 | No | No |
| 17091132 | STRATEGIC PLANNING USING DEEP LEARNING | November 2020 | June 2025 | Allow | 56 | 4 | 0 | Yes | Yes |
| 17080936 | Crowd-Sourced Activity Processing | October 2020 | June 2023 | Allow | 31 | 2 | 1 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner KASSIM, HAFIZ A.
With a 22.2% 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, 22.2% 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 KASSIM, HAFIZ A works in Art Unit 3623 and has examined 324 patent applications in our dataset. With an allowance rate of 44.8%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 36 months.
Examiner KASSIM, HAFIZ A's allowance rate of 44.8% places them in the 5% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by KASSIM, HAFIZ A receive 2.58 office actions before reaching final disposition. This places the examiner in the 87% 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 KASSIM, HAFIZ A is 36 months. This places the examiner in the 17% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +56.3% benefit to allowance rate for applications examined by KASSIM, HAFIZ A. This interview benefit is in the 96% 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, 18.9% of applications are subsequently allowed. This success rate is in the 11% 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 2.8% of cases where such amendments are filed. This entry rate is in the 1% 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, 40.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 35% 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 41.9% of appeals filed. This is in the 5% percentile among all examiners. Of these withdrawals, 30.8% 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, 41.5% are granted (fully or in part). This grant rate is in the 42% 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 0.0% of allowed cases (in the 31% 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 31% 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.