Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 17139573 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR FACILITATING THE PLAYBACK OF INTERFACE EVENTS | December 2020 | September 2021 | Allow | 9 | 1 | 0 | No | No |
| 17138140 | METHOD AND APPARATUS FOR PINNING A LEVEL WITHIN A BREADCRUMB FOR USE IN NAVIGATING BETWEEN BREADCRUMBS | December 2020 | July 2022 | Allow | 19 | 4 | 0 | Yes | No |
| 17136727 | SELECTING ATTRIBUTES BY PROGRESSIVE SAMPLING TO GENERATE DIGITAL PREDICTIVE MODELS | December 2020 | January 2024 | Allow | 36 | 1 | 0 | No | No |
| 17123692 | DEVICES, SYSTEMS, AND METHODS FOR MODIFYING FEATURES OF APPLICATIONS BASED ON PREDICTED INTENTIONS OF USERS | December 2020 | April 2022 | Allow | 16 | 2 | 0 | Yes | No |
| 17120734 | DISPLAY TOOL | December 2020 | August 2021 | Allow | 8 | 1 | 0 | No | No |
| 17114644 | COMMUNICATION-EFFICIENT DATA PARALLEL ENSEMBLE BOOSTING | December 2020 | February 2024 | Allow | 38 | 1 | 0 | No | No |
| 16950524 | SYSTEMS AND METHODS FOR PROVIDING ENHANCED FEEDBACK ON A PERSONAL COMMUNICATION DEVICE USED FOR VEHICLE MANEUVERING | November 2020 | September 2022 | Allow | 22 | 1 | 0 | No | No |
| 17055600 | NEURAL NETWORK CIRCUIT DEVICE, NEURAL NETWORK PROCESSINGMETHOD, AND NEURAL NETWORK EXECUTION PROGRAM | November 2020 | October 2023 | Allow | 35 | 0 | 0 | No | No |
| 17053519 | ELECTRONIC DEVICE AND VOLUME ADJUSTMENT METHOD OF ELECTRONIC DEVICE | November 2020 | July 2021 | Allow | 8 | 0 | 0 | No | No |
| 17043203 | NEURAL NETWORK CIRCUIT DEVICE | November 2020 | September 2023 | Allow | 36 | 0 | 0 | No | No |
| 17087549 | USER SWITCHING FOR MULTI-USER DEVICES | November 2020 | October 2022 | Allow | 24 | 2 | 0 | Yes | No |
| 17079509 | USER INTERACTION WITH DESKTOP ENVIRONMENT | October 2020 | August 2021 | Allow | 10 | 1 | 0 | No | No |
| 17050006 | PRECISE POSITIONING OF A MARKER ON A DISPLAY | October 2020 | June 2022 | Allow | 19 | 2 | 0 | Yes | Yes |
| 17069609 | METHOD, APPARATUS, AND STORAGE MEDIUM FOR GENERATING NETWORK REPRESENTATION FOR NEURAL NETWORK | October 2020 | September 2023 | Allow | 35 | 0 | 0 | No | No |
| 17044419 | Handset for Controlling a Support Device or a Movable Surface | October 2020 | March 2023 | Allow | 29 | 1 | 0 | No | No |
| 17032237 | VEHICLE ASSIST HANDLE ASSEMBLY HAVING A DISPLAY | September 2020 | January 2023 | Allow | 28 | 3 | 0 | Yes | No |
| 17029743 | SELECTING AN ANOMALY FOR PRESENTATION AT A USER INTERFACE BASED ON A CONTEXT | September 2020 | January 2021 | Allow | 4 | 0 | 0 | Yes | No |
| 17028177 | ELECTRONIC APPARATUS AND METHOD OF CONTROLLING THE SAME | September 2020 | August 2022 | Allow | 23 | 2 | 0 | No | No |
| 17025871 | INFERENCER GRAPH FOR IMPLEMENTING MACHINE LEARNING MODEL TOPOLOGY | September 2020 | December 2023 | Allow | 38 | 0 | 0 | No | No |
| 17019181 | SYSTEM AND METHOD FOR AUTOMATIC SUGGESTION FOR DYNAMIC SITE COMPILATION WITHIN A CLOUD-BASED CONTENT HUB ENVIRONMENT | September 2020 | June 2021 | Allow | 9 | 1 | 0 | No | No |
| 16979199 | HAPTIC INPUT TEXT GENERATION | September 2020 | May 2022 | Allow | 20 | 1 | 0 | No | No |
| 17014817 | SYSTEMS AND METHODS FOR CONTROL CONFIGURATION FOR INSTALLED ARCHITECTURAL STRUCTURAL COVERINGS | September 2020 | November 2022 | Allow | 26 | 0 | 0 | Yes | No |
| 17011458 | SYNCHRONIZING A USER DEVICE AND A KIOSK INTERFACE USING A VISUAL CODE, AND APPLICATIONS THEREOF | September 2020 | February 2021 | Allow | 5 | 1 | 0 | No | No |
| 17011303 | BIOMETRIC STATUS SENSING MEDIA THERAPY SYSTEM AND METHODS OF USE | September 2020 | February 2023 | Allow | 29 | 1 | 0 | No | No |
| 16978110 | ELECTRONIC DEVICE AND ON-DEVICE METHOD FOR ENHANCING USER EXPERIENCE IN ELECTRONIC DEVICE | September 2020 | January 2023 | Allow | 28 | 3 | 0 | No | No |
| 17010660 | AUTOMATICALLY GENERATING A PIPELINE OF A NEW MACHINE LEARNING PROJECT FROM PIPELINES OF EXISTING MACHINE LEARNING PROJECTS STORED IN A CORPUS | September 2020 | September 2022 | Allow | 24 | 0 | 0 | No | No |
| 17007023 | System, Method, and Computer Program Product for Predicting Pin Placement in an Electronic Design | August 2020 | August 2023 | Allow | 36 | 0 | 0 | No | No |
| 16999196 | SYSTEMS AND METHODS TO ASSESS AND REPAIR DATA USING DATA QUALITY INDICATORS | August 2020 | August 2022 | Allow | 24 | 0 | 0 | No | No |
| 16999965 | METHOD, SYSTEMS, AND MEDIA TO ARRANGE A PLURALITY OF DIGITAL IMAGES WITHIN AN IMAGE DISPLAY SECTION OF A GRAPHICAL USER INTEFACE (GUI) | August 2020 | June 2021 | Allow | 10 | 1 | 0 | No | No |
| 16994022 | METHOD OF SETTING BUTTON FUNCTION FOR DEVICE AND SETTING APPARATUS | August 2020 | October 2021 | Abandon | 14 | 1 | 0 | No | No |
| 16969834 | MULTIFUNCTIONAL SWITCH DEVICE | August 2020 | September 2021 | Allow | 13 | 0 | 0 | No | No |
| 16969502 | WEARABLE DEVICE COMPRISING MICROPHONE FOR OBTAINING SOUND BY USING PLURALITY OF OPENINGS | August 2020 | August 2021 | Allow | 12 | 1 | 0 | No | No |
| 16940799 | METHOD AND APPARATUS FOR A DYNAMIC SEARCH KEYBOARD | July 2020 | February 2021 | Allow | 7 | 1 | 0 | No | No |
| 16936500 | DYNAMIC PATIENT OUTCOME PREDICTIONS | July 2020 | January 2023 | Abandon | 30 | 1 | 0 | No | No |
| 16925146 | SYSTEM AND METHOD FOR GENERATING CONTENT RECOMMENDATION RULES FOR A VEHICLE | July 2020 | April 2023 | Abandon | 33 | 2 | 0 | No | No |
| 16919030 | CUSTOMIZABLE COMMUNICATION PLATFORM BUILDER | July 2020 | February 2023 | Abandon | 32 | 1 | 0 | No | No |
| 16916176 | TACTILE FEEDBACK DEVICE AND OPERATION METHOD THEREOF | June 2020 | June 2021 | Allow | 11 | 0 | 0 | No | No |
| 16917496 | SYSTEMS AND METHODS TO GENERATE OVERLAYS ON A MEDIA LIBRARY CALENDAR | June 2020 | December 2020 | Allow | 6 | 0 | 0 | No | No |
| 16909734 | MANAGING EXECUTABLE COMPONENT GROUPS FROM SUBSET OF USER EXECUTABLE COMPONENTS | June 2020 | January 2021 | Allow | 7 | 0 | 0 | No | No |
| 16909166 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, AND INFORMATION PROCESSING METHOD | June 2020 | April 2021 | Allow | 10 | 1 | 0 | No | No |
| 16954975 | SYSTEM AND METHOD FOR INTERACTING WITH A MOBILE DEVICE USING A HEAD-UP DISPLAY | June 2020 | January 2023 | Allow | 31 | 1 | 0 | No | No |
| 16954921 | UPDATING LEARNED MODELS | June 2020 | August 2023 | Allow | 38 | 3 | 0 | No | No |
| 16900355 | DISTRIBUTED MANAGEMENT OF SECURE WI-FI NETWORK | June 2020 | July 2021 | Allow | 13 | 0 | 0 | No | No |
| 16899462 | PERFORMING A REMEDIATION BASED ON A BAYESIAN MULTILEVEL MODEL PREDICTION | June 2020 | May 2022 | Allow | 23 | 0 | 0 | No | No |
| 16889757 | METHOD AND SYSTEM FOR FACILITATING USER COLLABORATION | June 2020 | August 2021 | Allow | 15 | 1 | 0 | No | No |
| 16886360 | AUTOMATED DETECTION OF A PHYSICAL BEHAVIOR EVENT AND CORRESPONDING ADJUSTMENT OF A PHYSIOLOGICAL CHARACTERISTIC SENSOR DEVICE | May 2020 | November 2022 | Abandon | 30 | 2 | 0 | Yes | No |
| 16886353 | GESTURE-BASED DETECTION OF A PHYSICAL BEHAVIOR EVENT BASED ON GESTURE SENSOR DATA AND SUPPLEMENTAL INFORMATION FROM AT LEAST ONE EXTERNAL SOURCE | May 2020 | March 2022 | Allow | 21 | 1 | 0 | No | No |
| 16886329 | AUTOMATED DETECTION OF A PHYSICAL BEHAVIOR EVENT AND CORRESPONDING ADJUSTMENT OF A MEDICATION DISPENSING SYSTEM | May 2020 | March 2022 | Allow | 21 | 1 | 0 | No | No |
| 16882866 | Predictive Navigation and Fields Platform to Reduce Processor and Network Resources Usage | May 2020 | February 2021 | Allow | 9 | 1 | 0 | No | No |
| 16877201 | METHOD AND SYSTEM FOR REPLACING PLAYER IN SPORTS GAME | May 2020 | July 2022 | Allow | 26 | 1 | 0 | No | No |
| 16875563 | SYSTEM AND METHOD FOR DETECTING AND RESIZING A WINDOW FOR IMPROVED CONTENT DELIVERY | May 2020 | May 2022 | Allow | 24 | 4 | 0 | Yes | No |
| 16871834 | APPLICATION INTERFACE DISPLAY METHOD AND APPARATUS, AND STORAGE MEDIUM | May 2020 | August 2021 | Allow | 15 | 1 | 0 | No | No |
| 16861789 | MODULAR DISPLAY ASSEMBLY AND VEHICLE INTERIOR PART HAVING A MODULAR DISPLAY ASSEMBLY | April 2020 | October 2022 | Allow | 30 | 1 | 0 | No | No |
| 16853804 | TECHNOLOGIES FOR INDICATING THIRD PARTY CONTENT AND RESOURCES ON MOBILE DEVICES | April 2020 | August 2022 | Allow | 27 | 2 | 0 | Yes | No |
| 16652085 | DISPLAY DEVICE AND DISPLAY METHOD | March 2020 | January 2022 | Allow | 22 | 2 | 0 | No | No |
| 16827505 | MACHINE LEARNING MODELS FOR DIAGNOSIS SUSPECTING | March 2020 | October 2022 | Allow | 31 | 1 | 0 | No | No |
| 16822875 | SERVICE MANAGEMENT TECHNIQUES | March 2020 | September 2020 | Allow | 6 | 0 | 0 | No | No |
| 16806239 | SYSTEM AND METHOD FOR PROVIDING DYNAMIC AND DEEP NAVIGATION OF WEB PAGES USING KEYBOARD NAVIGATION | March 2020 | January 2021 | Allow | 10 | 2 | 0 | Yes | No |
| 16802144 | AUTOMATIC RECOGNITION FOR SMART DECLARATION OF USER INTERFACE ELEMENTS | February 2020 | January 2021 | Allow | 11 | 2 | 0 | No | No |
| 16792923 | CHARACTER INPUT DEVICE, CHARACTER INPUT METHOD, AND CHARACTER INPUT PROGRAM | February 2020 | November 2020 | Allow | 9 | 1 | 0 | No | No |
| 16787018 | ORGANIZING A SYNCHRONOUS COMMUNICATION SESSION ACCORDING TO CONTEXT | February 2020 | July 2020 | Allow | 5 | 0 | 0 | No | No |
| 16787024 | ORGANIZING A SYNCHRONOUS COMMUNICATION SESSION ACCORDING TO CONTEXT | February 2020 | August 2020 | Allow | 6 | 0 | 0 | No | No |
| 16775797 | GAZE-BASED HUMAN INTERFACE CONTROLS | January 2020 | September 2021 | Allow | 20 | 2 | 0 | No | No |
| 16774013 | UNIVERSAL MOUNTING SYSTEM FOR TABLET-CONTROLLED STEREO HEAD UNIT | January 2020 | November 2020 | Allow | 9 | 1 | 0 | No | No |
| 16746412 | APPARATUS AND METHOD FOR MESSAGE IMAGE REFERENCE MANAGEMENT | January 2020 | February 2021 | Allow | 13 | 2 | 0 | Yes | No |
| 16736125 | METHODS AND SYSTEMS FOR WEB CONTENT GENERATION | January 2020 | November 2020 | Allow | 10 | 1 | 0 | No | No |
| 16729493 | USER INTERACTION WITH DESKTOP ENVIRONMENT | December 2019 | September 2020 | Allow | 8 | 0 | 0 | No | No |
| 16728858 | BUILDING ENERGY MANAGEMENT SYSTEM WITH ENERGY ANALYTICS | December 2019 | November 2021 | Allow | 22 | 1 | 0 | Yes | No |
| 16724075 | BUILDING SYSTEM WITH A BUILDING GRAPH | December 2019 | January 2021 | Allow | 13 | 2 | 0 | No | No |
| 16724097 | BUILDING SYSTEM WITH A BUILDING MODEL INCLUDING SEMANTIC RELATIONSHIPS | December 2019 | October 2020 | Allow | 10 | 1 | 0 | No | No |
| 16723893 | BUILDING SYSTEM WITH DATA MODEL INCLUDING BIDIRECTIONAL RELATIONSHIPS | December 2019 | October 2020 | Allow | 10 | 1 | 0 | No | No |
| 16712952 | APPARATUS AND METHOD FOR MESSAGE REFERENCE MANAGEMENT | December 2019 | June 2020 | Allow | 6 | 1 | 0 | No | No |
| 16702831 | PASSENGER INFOTAINMENT SYSTEM | December 2019 | June 2022 | Allow | 30 | 1 | 0 | Yes | No |
| 16698997 | DATA PROCESSING APPARATUS AND METHOD | November 2019 | December 2021 | Allow | 25 | 1 | 0 | Yes | No |
| 16696932 | INTEGRATED LEARNING USING MULTIPLE DEVICES | November 2019 | January 2021 | Allow | 14 | 2 | 0 | Yes | No |
| 16683050 | TECHNOLOGY ADAPTED TO PROVIDE A USER INTERFACE VIA PRESENTATION OF TWO-DIMENSIONAL CONTENT VIA THREE-DIMENSIONAL DISPLAY OBJECTS RENDERED IN A NAVIGABLE VIRTUAL SPACE | November 2019 | November 2021 | Allow | 25 | 0 | 0 | No | No |
| 16678711 | HISTORY COMPONENT FOR SINGLE PAGE APPLICATION | November 2019 | February 2021 | Allow | 15 | 2 | 0 | Yes | No |
| 16669328 | Automatic Creation of Related Event Groups for an IT Service Monitoring System | October 2019 | October 2020 | Allow | 11 | 0 | 0 | No | No |
| 16667641 | AUTOMATED DETECTION OF A PHYSICAL BEHAVIOR EVENT AND CORRESPONDING ADJUSTMENT OF A MEDICATION DISPENSING SYSTEM | October 2019 | March 2022 | Allow | 28 | 1 | 0 | No | No |
| 16667433 | INTELLIGENT NAVIGATION VIA A TRANSIENT USER INTERFACE CONTROL | October 2019 | June 2021 | Allow | 20 | 3 | 0 | Yes | No |
| 16663308 | DATA PROCESSING METHOD AND APPARATUS APPLIED TO ELECTRONIC MAP, AND MOBILE TERMINAL | October 2019 | August 2020 | Allow | 10 | 1 | 0 | No | No |
| 16597942 | OPTIMIZATION DEVICE AND CONTROL METHOD OF OPTIMIZATION DEVICE | October 2019 | July 2022 | Allow | 33 | 0 | 0 | No | No |
| 16594818 | MEMORIAL EVENT MANAGEMENT SYSTEM | October 2019 | May 2021 | Allow | 19 | 0 | 0 | No | No |
| 16582781 | Display Element, Method for Production of a Display Element and Use of a Display Element and Vehicle Having a Display Element | September 2019 | April 2022 | Allow | 31 | 2 | 0 | No | No |
| 16579033 | CONFIGURING A LOAD CONTROL SYSTEM | September 2019 | January 2021 | Allow | 16 | 1 | 0 | No | No |
| 16560640 | SYSTEM AND METHOD FOR DISPLAYING ELECTROPHYSIOLOGICAL SIGNALS FROM MULTI-DIMENSIONAL CATHETERS | September 2019 | February 2022 | Allow | 30 | 0 | 0 | No | No |
| 16560942 | INTERACTIVE VISUAL SEARCH ENGINE | September 2019 | February 2021 | Allow | 18 | 1 | 0 | Yes | No |
| 16554820 | MOUNTING STRUCTURE FOR OPERATOR INTERFACE OF A MACHINE | August 2019 | January 2022 | Allow | 29 | 1 | 0 | No | No |
| 16555994 | DISPLAY DEVICE AND DISPLAY SYSTEM OF INJECTION MOLDING MACHINE | August 2019 | December 2020 | Allow | 60 | 2 | 0 | Yes | No |
| 16554735 | CONTENT INTEGRITY OF ANIMATIONS | August 2019 | November 2021 | Allow | 27 | 0 | 0 | No | No |
| 16553038 | THERMAL MITIGATION OF A HAPTIC ELEMENT IN A PERIPHERAL DEVICE | August 2019 | November 2020 | Allow | 15 | 1 | 0 | Yes | No |
| 16552822 | System And Method For Teaching Computer Programming | August 2019 | February 2022 | Allow | 30 | 3 | 0 | Yes | No |
| 16549026 | METHOD, APPARATUS AND COMPUTER-READABLE STORAGE MEDIUM FOR VISUAL TEACHING | August 2019 | May 2021 | Allow | 21 | 0 | 0 | No | No |
| 16549390 | SELECTING AN ANOMALY FOR PRESENTATION AT A USER INTERFACE BASED ON A CONTEXT | August 2019 | July 2020 | Allow | 11 | 0 | 0 | No | No |
| 16545198 | PREDICTING TEXT INPUT BASED ON USER DEMOGRAPHIC INFORMATION AND CONTEXT INFORMATION | August 2019 | October 2020 | Allow | 14 | 2 | 0 | Yes | No |
| 16542349 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR FACILITATING THE PLAYBACK OF INTERFACE EVENTS | August 2019 | October 2020 | Allow | 14 | 1 | 0 | No | No |
| 16541713 | Systems, Devices, and/or Methods for Managing Calendars | August 2019 | January 2021 | Allow | 17 | 2 | 0 | No | No |
| 16540015 | SYSTEMS AND METHODS FOR DETERMINING CREDIBILITY AT SCALE | August 2019 | May 2021 | Allow | 21 | 1 | 0 | No | No |
| 16485380 | KEYWORD-BASED DATA MANAGEMENT SYSTEM AND METHOD | August 2019 | March 2021 | Allow | 19 | 1 | 0 | No | No |
| 16538284 | VEHICULAR INFOTAINMENT APPARATUS, METHOD OF CONTROLLING THE SAME, AND VEHICLE INCLUDING THE SAME | August 2019 | May 2022 | Allow | 33 | 0 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHOI, DAVID E.
With a 22.7% 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, 24.0% 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 CHOI, DAVID E works in Art Unit 2174 and has examined 505 patent applications in our dataset. With an allowance rate of 72.5%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 31 months.
Examiner CHOI, DAVID E's allowance rate of 72.5% places them in the 37% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by CHOI, DAVID E receive 2.37 office actions before reaching final disposition. This places the examiner in the 64% 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 CHOI, DAVID E is 31 months. This places the examiner in the 54% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +8.9% benefit to allowance rate for applications examined by CHOI, DAVID E. This interview benefit is in the 40% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 20.9% of applications are subsequently allowed. This success rate is in the 26% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 22.0% of cases where such amendments are filed. This entry rate is in the 30% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
When applicants request a pre-appeal conference (PAC) with this examiner, 72.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 60% 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 54.2% of appeals filed. This is in the 26% percentile among all examiners. Of these withdrawals, 46.2% 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, 40.7% are granted (fully or in part). This grant rate is in the 30% 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 12% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 14% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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.