Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19317300 | METHODS FOR MANAGING NO-TOUCH MEETING ROOM CONFIRMATION THROUGH VIRTUAL ATTENDANCE AND DEVICES THEREOF | September 2025 | December 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 18758150 | PRESENTING PARTICIPANT REACTIONS WITHIN A VIRTUAL WORKING ENVIRONMENT | June 2024 | February 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18750249 | Multimedia Data Playing Method and Electronic Device | June 2024 | January 2026 | Allow | 19 | 2 | 0 | Yes | No |
| 18747271 | USER INTERFACES FOR CONTROLLING AN INSERTION MARKER | June 2024 | September 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18731277 | ENHANCED VIDEO ENABLED SOFTWARE TOOLS FOR MEDICAL ENVIRONMENTS | June 2024 | December 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18625649 | DISPLAY CONTROL DEVICE AND DISPLAY CONTROL METHOD | April 2024 | January 2025 | Allow | 9 | 1 | 0 | No | No |
| 18589260 | DOCUMENT FORM EXPORT SYSTEM | February 2024 | February 2026 | Allow | 23 | 0 | 0 | Yes | No |
| 18428363 | SINGLE-HANDED GESTURES FOR REVIEWING VIRTUAL CONTENT | January 2024 | January 2025 | Allow | 12 | 2 | 0 | No | No |
| 18428454 | WEARABLE DEVICE FOR RECOGNIZING TOUCH INPUT BY EXTERNAL OBJECT AND METHOD THEREOF | January 2024 | October 2025 | Allow | 20 | 0 | 0 | No | No |
| 18422326 | Browser Enabled Switching Between Virtual Worlds in Artificial Reality | January 2024 | February 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18410022 | DIGITAL IMAGE EDITING USING CURVILINEAR PERSPECTIVE | January 2024 | February 2026 | Allow | 25 | 1 | 0 | Yes | No |
| 18402136 | Edge Assisted Virtual Calling | January 2024 | February 2026 | Allow | 25 | 1 | 0 | Yes | No |
| 18400636 | MODIFYING NOTES WITHIN VIRTUAL SCENE | December 2023 | February 2026 | Allow | 25 | 1 | 0 | Yes | No |
| 18400307 | ROBUST NATURAL LANGUAGE BASED CONTROL OF COMPUTER APPLICATIONS | December 2023 | February 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18401190 | STRUCTURED ARRANGEMENTS FOR TRACKING CONTENT ITEMS ON A SHARED USER INTERFACE | December 2023 | June 2025 | Allow | 17 | 2 | 0 | Yes | No |
| 18398478 | INFORMATION PROCESSOR AND INFORMATION PROCESSING METHOD | December 2023 | November 2025 | Allow | 23 | 0 | 0 | No | No |
| 18569817 | DISPLAY METHOD FOR VIDEO PLAYING PROGRESS BAR, APPARATUS, DEVICE, AND STORAGE MEDIUM | December 2023 | December 2025 | Allow | 24 | 1 | 0 | No | No |
| 18534341 | PROVIDING BOT PARTICIPANTS WITHIN A VIRTUAL CONFERENCING SYSTEM | December 2023 | December 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18528354 | SYSTEMS AND METHODS FOR SMART VOLUMETRIC LAYOUTS | December 2023 | February 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18528087 | DIGITAL PLATFORM AND METHODS FOR MANAGING DIGITAL APPLICATION FORMS | December 2023 | February 2026 | Abandon | 26 | 1 | 0 | No | No |
| 18526747 | ELECTRONIC DEVICE SUPPORTING MULTIPLE WINDOWS AND METHOD OF CONTROLLING THE SAME | December 2023 | May 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18526779 | PAGE INFORMATION DISPLAY METHOD, APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM | December 2023 | September 2025 | Allow | 22 | 0 | 0 | No | No |
| 18523197 | SELECTING ITEMS DISPLAYED BY A HEAD-WORN DISPLAY DEVICE | November 2023 | July 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18509568 | SYSTEMS AND METHODS FOR RE-ORDERING SOCIAL MEDIA FEED ITEMS | November 2023 | December 2024 | Allow | 14 | 1 | 0 | No | No |
| 18386868 | HAND GESTURES FOR ANIMATING AND CONTROLLING VIRTUAL AND GRAPHICAL ELEMENTS | November 2023 | July 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18499238 | CAMERA CALIBRATION METHOD AND APPARATUS, COMPUTER DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT | November 2023 | October 2025 | Allow | 23 | 1 | 0 | No | No |
| 18386211 | INTELLIGENT AUTHORING FOR VIRTUAL REALITY | November 2023 | June 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18287215 | METHOD AND APPARATUS FOR PRODUCING OPTIMIZED FONTS | October 2023 | December 2025 | Allow | 26 | 1 | 0 | No | No |
| 18378782 | SYSTEMS FOR INTERFACING WITH IMMERSIVE COMPUTING ENVIRONMENTS | October 2023 | August 2025 | Abandon | 22 | 2 | 0 | No | No |
| 18483155 | AUTOMATED DATA CLASSIFICATION ERROR CORRECTION THROUGH SPATIAL ANALYSIS USING MACHINE LEARNING | October 2023 | January 2026 | Allow | 28 | 1 | 0 | No | No |
| 18477230 | MEDICAL DEVICE WITH MODIFIABLE VIEW OF AN ELECTROCARDIOGRAM | September 2023 | September 2024 | Allow | 12 | 0 | 0 | Yes | No |
| 18473735 | WEARABLE DATA TRANSMISSION DEVICE AND METHOD | September 2023 | March 2026 | Abandon | 29 | 2 | 0 | No | No |
| 18371372 | Devices, Methods, and Graphical User Interfaces for Interacting with Window Controls in Three-Dimensional Environments | September 2023 | January 2026 | Allow | 28 | 1 | 0 | Yes | No |
| 18468326 | INFORMATION PROCESSING APPARATUS, OPERATION METHOD OF INFORMATION PROCESSING APPARATUS, AND OPERATION PROGRAM OF INFORMATION PROCESSING APPARATUS | September 2023 | January 2026 | Allow | 29 | 2 | 0 | Yes | No |
| 18463533 | METHOD FOR CONTROLLING MULTI-SCREEN DEVICE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | September 2023 | April 2025 | Allow | 20 | 1 | 0 | No | No |
| 18464001 | Learning To Personalize User Interfaces | September 2023 | November 2024 | Allow | 15 | 0 | 0 | No | No |
| 18458843 | AUTOMATED DIGITAL MAGAZINE GENERATION ELECTRONIC PUBLISHING PLATFORM | August 2023 | October 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18456157 | SKIPPING TO PLAYBACK POSITIONS IN MEDIA CONTENT USING SEEK GUIDES | August 2023 | June 2024 | Allow | 10 | 0 | 0 | Yes | No |
| 18455583 | VEHICLE TERMINAL CONTROL METHOD, COMPUTER DEVICE, AND STORAGE MEDIUM | August 2023 | June 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18454525 | INCIDENT-BASED TRANSFORMATIONS OF GRAPHICAL USER INTERFACES FOR COMMUNICATIONS SYSTEMS WITH DUAL-VISUAL DISPLAYS | August 2023 | January 2026 | Allow | 29 | 2 | 0 | Yes | No |
| 18236135 | INTERACTIVE THREE-DIMENSIONAL REPRESENTATIONS OF OBJECTS | August 2023 | October 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18450740 | PRESENTING PARTICIPANT REACTIONS WITHIN A VIRTUAL WORKING ENVIRONMENT | August 2023 | March 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18450171 | VIRTUAL MOUSE FOR ELECTRONIC TOUCHSCREEN DISPLAY | August 2023 | February 2025 | Allow | 18 | 1 | 0 | No | No |
| 18233823 | MOTION STILLS EXPERIENCE | August 2023 | August 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18232447 | ENTIRE DOCUMENT SUMMARIZATION | August 2023 | December 2025 | Allow | 28 | 1 | 0 | No | No |
| 18446049 | Simulation Layer for User Interface Development | August 2023 | September 2024 | Allow | 13 | 0 | 0 | No | No |
| 18228938 | FREEFORM TEXT ANALYSIS AND PROCESSING FOR NEUROSTIMULATION DATA | August 2023 | April 2025 | Allow | 21 | 1 | 0 | No | No |
| 18228403 | PREDICTIVE MEDIA CACHING | July 2023 | January 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18227201 | WORKPLACE DIGITAL BILLBOARD EXPERIENCE | July 2023 | August 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18224235 | Intelligent Contextual Data Selection | July 2023 | October 2024 | Allow | 15 | 1 | 0 | No | No |
| 18273275 | SERVICE ANOMALY REMINDING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | July 2023 | December 2024 | Allow | 17 | 1 | 0 | No | No |
| 18223036 | SYSTEMS AND METHODS FOR CUSTOMIZING SERVICES TO USERS | July 2023 | March 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18222473 | DISPLAY METHOD, DISPLAY APPARATUS, AND ELECTRONIC DEVICE | July 2023 | July 2024 | Allow | 12 | 1 | 0 | No | No |
| 18272294 | COMPLETING TYPESET CHARACTERS USING HANDWRITTEN STROKES | July 2023 | January 2025 | Allow | 18 | 0 | 0 | No | No |
| 18346609 | LINGUISTICALLY-DRIVEN AUTOMATED TEXT FORMATTING | July 2023 | June 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18343212 | METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR INTERACTING WITH A VIRTUAL OBJECT | June 2023 | November 2025 | Allow | 29 | 1 | 0 | No | No |
| 18343183 | GESTURE INTERACTION METHOD, APPARATUS AND ELECTRONIC DEVICE | June 2023 | July 2025 | Allow | 25 | 2 | 0 | No | No |
| 18332654 | CUSTOMIZABLE AND ANIMATABLE POPUP CARD SYSTEM | June 2023 | December 2024 | Allow | 18 | 1 | 0 | No | No |
| 18266452 | HOLISTIC APPROACH FOR CREATING STRUCTURED MEDICAL FINDINGS REPORT | June 2023 | April 2025 | Allow | 22 | 0 | 0 | No | No |
| 18331858 | SYSTEMS, METHODS AND GRAPHICAL USER INTERFACES FOR MEDIA CAPTURE AND EDITING APPLICATIONS | June 2023 | April 2025 | Allow | 22 | 0 | 0 | No | No |
| 18266178 | SELF-LEARNING ANALYTICAL SOLUTION CORE | June 2023 | September 2025 | Allow | 27 | 0 | 0 | No | No |
| 18331732 | METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR PROVIDING A MEMBER CALENDAR IN A GROUP-BASED COMMUNICATION SYSTEM | June 2023 | May 2024 | Allow | 11 | 1 | 0 | No | No |
| 18265203 | MULTIMEDIA RESOURCE DISPLAY METHOD AND APPARATUS | June 2023 | January 2026 | Allow | 32 | 0 | 1 | Yes | No |
| 18203324 | DISPLAY CONTROL DEVICE FOR VEHICLE, DISPLAY METHOD FOR VEHICLE, AND NON-TRANSITORY RECORDING MEDIUM FOR VEHICLE | May 2023 | March 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18039156 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, PROGRAM, AND INFORMATION PROCESSING SYSTEM | May 2023 | June 2025 | Allow | 24 | 1 | 0 | No | No |
| 18202774 | DISPLAYING PREDICTED TASKS BASED ON CHANGING DEVICES | May 2023 | May 2024 | Allow | 12 | 2 | 0 | Yes | No |
| 18202831 | Method for Providing a Network of Streaming Web Apps | May 2023 | December 2025 | Abandon | 30 | 1 | 0 | No | No |
| 18321779 | MOTOR CONTROL METHOD, TERMINAL DEVICE, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM | May 2023 | July 2024 | Allow | 14 | 1 | 0 | No | No |
| 18321531 | SUBTITLE PRESENTATION BASED ON VOLUME CONTROL | May 2023 | July 2024 | Allow | 13 | 1 | 0 | No | No |
| 18320114 | SYSTEM AND METHOD FOR USING A GRAPHICAL USER INTERFACE TO DEVELOP A VIRTUAL PROGRAMMABLE LOGIC CONTROLLER | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18196814 | DISPLAY APPARATUS AND METHOD FOR SOUND PROCESSING | May 2023 | May 2025 | Allow | 24 | 1 | 0 | No | No |
| 18314195 | SYSTEM FOR CREATING VIDEO FILE FOR AUDIO SNIPPET OF PODCAST AUDIO FILE AND RELATED METHODS | May 2023 | August 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18311946 | Techniques for Reducing Latency in a Wireless Home Theater Environment | May 2023 | June 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18250975 | INTERACTION METHOD OF A TERMINAL DEVICE FOR A USER WITH VISUAL IMPAIRMENT | April 2023 | January 2026 | Allow | 33 | 5 | 0 | No | No |
| 18305201 | REPRESENTATIONS OF MESSAGES IN A THREE-DIMENSIONAL ENVIRONMENT | April 2023 | April 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18299023 | AUTOMATION MANAGEMENT INTERFACE WITH MULTIPLE ASSET DISPLAY | April 2023 | January 2025 | Allow | 22 | 0 | 0 | No | No |
| 18296059 | Compositions Rendering for Publisher-Rendered Native Content Items in Applications | April 2023 | August 2025 | Allow | 28 | 1 | 0 | No | No |
| 18128334 | SYSTEMS AND METHODS FOR USER INTERFACE ADAPTATION FOR PER-USER METRICS | March 2023 | February 2024 | Allow | 11 | 0 | 0 | Yes | No |
| 18127327 | ASYSTEM AND METHOD FOR MODULATING A GRAPHICAL USER INTERFACE (GUI) BASED ON REAL TIME STATUS CRITERIA | March 2023 | September 2024 | Abandon | 17 | 1 | 0 | No | No |
| 18114201 | Devices, Methods, and Graphical User Interfaces for Providing Feedback During Interaction with an Intensity-Sensitive Button | February 2023 | May 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18022631 | SPLIT-SCREEN DISPLAY METHOD AND APPARATUS | February 2023 | February 2024 | Allow | 12 | 1 | 0 | No | No |
| 18169923 | WIRELESS MICROPHONE SYSTEM AND METHODS FOR SYNCHRONIZING A WIRELESS TRANSMITTER AND A WIRELESS RECEIVER | February 2023 | September 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18170061 | METHOD AND ELECTRONIC DEVICE FOR INTELLIGENTLY READING DISPLAYED CONTENTS | February 2023 | September 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18166311 | GRAPHICAL USER INTERFACE FOR INSIGHTS ON VIEWING OF MEDIA CONTENT | February 2023 | November 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 18096305 | SYSTEMS AND METHODS FOR OPTIMIZING RENDERING FOR A SPACE-CONSTRAINED DISPLAY | January 2023 | April 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18067678 | METHOD AND SYSTEM FOR CONTROLLING A FLOATING WINDOW | December 2022 | March 2024 | Abandon | 15 | 1 | 0 | No | No |
| 18081736 | BIMANUAL GESTURES FOR CONTROLLING VIRTUAL AND GRAPHICAL ELEMENTS | December 2022 | March 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 17924883 | ABNORMALITY SYMPTOM ANALYZING DEVICE | November 2022 | August 2025 | Allow | 33 | 1 | 0 | No | No |
| 18053550 | COMBINE HARVESTER CONTROL INTERFACE FOR OPERATOR AND/OR REMOTE USER | November 2022 | May 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17977554 | SYSTEMS AND METHODS TO CAUSE ANNOTATION TRANSFERS BETWEEN CLIENT COMPUTING PLATFORMS | October 2022 | February 2025 | Allow | 28 | 0 | 0 | No | No |
| 17976733 | VALUE TRANSFER IN VIRTUAL ENVIRONMENTS | October 2022 | January 2025 | Allow | 27 | 0 | 0 | No | No |
| 17976223 | COMPUTER-IMPLEMENTED METHODS AND APPARATUSES FOR DEFINING CONTEXT-BASED RULES FOR IDENTIFYING OCCURRENCES OF SITUATIONS IN SECURITY MONITORING SYSTEMS | October 2022 | September 2025 | Allow | 35 | 1 | 0 | No | No |
| 18048531 | ROBUST FRAMEWORK FOR INTELLIGENT NEURAL INTERFACE SYSTEMS | October 2022 | February 2026 | Allow | 40 | 1 | 0 | No | No |
| 17964322 | DEVICE, SYSTEM, AND METHOD FOR ELECTRONIC BOOK ENHANCEMENT | October 2022 | April 2024 | Allow | 18 | 1 | 0 | No | No |
| 17961143 | METHODS AND SYSTEMS FOR MANIPULATING AUDIO PROPERTIES OF OBJECTS | October 2022 | July 2024 | Allow | 21 | 2 | 0 | No | Yes |
| 17955992 | METHOD AND APPARATUS FOR PROVIDING SEARCH FUNCTION IN TOUCH-SENSITIVE DEVICE | September 2022 | May 2024 | Allow | 19 | 3 | 0 | Yes | No |
| 17949042 | USER INTERFACES FOR SHARING AN ELECTRONIC KEY | September 2022 | June 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17897144 | METHOD AND APPARATUS FOR SIMULTANEOUS VIDEO EDITING | August 2022 | June 2024 | Allow | 22 | 1 | 1 | Yes | No |
| 17896609 | SYSTEM AND METHOD FOR DATA ANALYSIS AND PROCESSING USING IDENTIFICATION TAGGING OF INFORMATION ON A GRAPHICAL USER INTERFACE | August 2022 | February 2024 | Allow | 18 | 2 | 0 | No | No |
| 17820352 | CONTROLLED TREATMENT OF TISSUE AND DYNAMIC INTERACTION WITH, AND COMPARISON OF, TISSUE AND/OR TREATMENT DATA | August 2022 | October 2024 | Allow | 26 | 3 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHOWDHURY, RAYEEZ R.
With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
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, 0.0% 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 CHOWDHURY, RAYEEZ R works in Art Unit 2174 and has examined 53 patent applications in our dataset. With an allowance rate of 94.3%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 32 months.
Examiner CHOWDHURY, RAYEEZ R's allowance rate of 94.3% places them in the 83% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by CHOWDHURY, RAYEEZ R receive 2.34 office actions before reaching final disposition. This places the examiner in the 66% 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 CHOWDHURY, RAYEEZ R is 32 months. This places the examiner in the 50% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a -8.1% benefit to allowance rate for applications examined by CHOWDHURY, RAYEEZ R. This interview benefit is in the 4% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.
When applicants file an RCE with this examiner, 32.3% of applications are subsequently allowed. This success rate is in the 68% 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 22.2% of cases where such amendments are filed. This entry rate is in the 29% 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.
This examiner withdraws rejections or reopens prosecution in 0.0% of appeals filed. This is in the 0% 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, 44.4% are granted (fully or in part). This grant rate is in the 37% 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 1.9% of allowed cases (in the 74% 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 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.