Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18755081 | WALL, WINDOW, AND DOOR REPORT GENERATION | June 2024 | March 2026 | Allow | 20 | 0 | 0 | Yes | No |
| 18737274 | System and Method for Creating Anchors in Augmented or Mixed Reality | June 2024 | December 2025 | Allow | 18 | 0 | 0 | Yes | No |
| 18641421 | METHOD FOR RENDERING VIEWPOINTS AND ELECTRONIC DEVICE | April 2024 | November 2025 | Allow | 19 | 0 | 0 | Yes | No |
| 18606547 | METHOD OF CREATING A VOLUMETRIC TEXTURE FOR A 3D MODEL OF A PHYSICAL OBJECT | March 2024 | January 2026 | Allow | 22 | 0 | 0 | No | No |
| 18592689 | IMAGE PROCESSING METHOD, IMAGE PROCESSING APPARATUS, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM | March 2024 | November 2025 | Allow | 21 | 1 | 0 | No | No |
| 18584747 | METHOD, AN APPARATUS AND A COMPUTER PROGRAM PRODUCT FOR REAL-TIME STREAMING OF VOLUMETRIC VIDEO | February 2024 | February 2026 | Allow | 24 | 1 | 0 | No | No |
| 18440277 | Map Tile Culling for Displaying Globe Representations in an Electronic Map System | February 2024 | October 2025 | Allow | 20 | 0 | 0 | Yes | No |
| 18435780 | SYNCHRONIZING IMAGE SIGNAL PROCESSOR AND IMAGE SENSOR CONFIGURATIONS | February 2024 | February 2026 | Allow | 25 | 1 | 0 | No | No |
| 18430312 | SYSTEMS AND METHODS FOR PROVIDING SEMANTICS-BASED RECOMMENDATIONS FOR THREE-DIMENSIONAL CONTENT CREATION | February 2024 | August 2025 | Allow | 19 | 0 | 0 | Yes | No |
| 18428837 | SCALABLE ROAD GRAPH GENERATION | January 2024 | August 2025 | Allow | 18 | 0 | 0 | No | No |
| 18413383 | IMAGE PROCESSING APPARATUS, BINARIZATION METHOD, AND NON-TRANSITORY RECORDING MEDIUM | January 2024 | January 2026 | Allow | 24 | 2 | 0 | No | No |
| 18412520 | VIEW SYNTHESIS SYSTEM AND METHOD USING DEPTH MAP | January 2024 | November 2025 | Allow | 22 | 1 | 0 | No | No |
| 18543010 | METHOD AND SYSTEM FOR PROVIDING SERVICE FOR CONVERSING WITH VIRTUAL PERSON SIMULATING DECEASED PERSON | December 2023 | January 2026 | Abandon | 25 | 1 | 0 | No | No |
| 18541333 | VIRTUAL AVATAR GENERATION | December 2023 | October 2025 | Allow | 22 | 1 | 0 | No | No |
| 18538662 | THREE-DIMENSIONAL LANDMARK LOCALIZATION | December 2023 | June 2025 | Allow | 19 | 0 | 0 | No | No |
| 18537442 | INCREMENTAL SURFACE COMPLETION | December 2023 | December 2025 | Allow | 24 | 1 | 0 | No | No |
| 18535169 | AUGMENTED REALITY SYSTEM FOR A PRESS MOLD AND A CONTROL METHOD THEREOF | December 2023 | November 2025 | Allow | 23 | 1 | 0 | No | No |
| 18532227 | ENCODER-OPTIMIZED TEXT RENDERING | December 2023 | September 2025 | Allow | 22 | 0 | 0 | No | No |
| 18529550 | TEXTURE GENERATION USING MULTIMODAL EMBEDDINGS | December 2023 | August 2025 | Allow | 21 | 0 | 0 | Yes | No |
| 18525291 | AVATAR DANCE ANIMATION SYSTEM | November 2023 | July 2025 | Allow | 20 | 0 | 0 | No | No |
| 18521656 | DIGITAL OUTCROP MODEL RECONSTRUCTING METHOD | November 2023 | June 2025 | Allow | 19 | 0 | 0 | No | No |
| 18556401 | LEARNING-BASED POINT CLOUD COMPRESSION VIA TEARING TRANSFORM | October 2023 | September 2025 | Allow | 23 | 1 | 0 | No | No |
| 18483839 | Segmenting Volumetric Media Content with Rotational Spaces | October 2023 | January 2026 | Allow | 27 | 0 | 0 | Yes | No |
| 18375332 | GENERATING 3D MODELS WITH TEXTURE | September 2023 | July 2025 | Allow | 22 | 0 | 0 | No | No |
| 18553384 | METHOD FOR GENERATING A HEXAHEDRAL MESH | September 2023 | September 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18284552 | Unreal Engine Graphic Construction Method and Apparatus, Computer-Readable Storage Medium | September 2023 | May 2025 | Allow | 20 | 0 | 0 | Yes | No |
| 18476764 | DISPLAY DEVICE FOR SHOVEL, SHOVEL, AND ASSIST DEVICE FOR SHOVEL | September 2023 | January 2026 | Allow | 27 | 2 | 0 | No | No |
| 18374525 | IMAGE OPTIMIZATIONS FOR MODERN WEB | September 2023 | February 2026 | Allow | 29 | 2 | 0 | Yes | No |
| 18477363 | TECHNIQUE FOR GENERATING A BOUNDING VOLUME HIERARCHY | September 2023 | October 2025 | Allow | 25 | 1 | 0 | No | No |
| 18477146 | THREE-DIMENSIONAL OBJECT RECONSTRUCTION | September 2023 | June 2025 | Allow | 20 | 0 | 0 | Yes | No |
| 18374293 | CENTRAL PROCESSING UNIT TRANSLATION OF IDENTIFIERS FOR CAPTURED GRAPHICS WORKLOADS | September 2023 | September 2025 | Allow | 23 | 1 | 0 | No | No |
| 18474660 | Non-User Controls for an Artificial Reality Device | September 2023 | January 2026 | Abandon | 28 | 1 | 0 | No | No |
| 18474847 | System and Method for Generating and Securing a User-Specific Application in an Extended Reality Environment | September 2023 | June 2025 | Allow | 21 | 0 | 0 | No | No |
| 18474536 | IMAGE GENERATION WITH MULTIPLE IMAGE EDITING MODES | September 2023 | November 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 17779661 | APPARATUS AND METHOD FOR GENERATING SPEECH SYNTHESIS IMAGE | May 2022 | January 2026 | Allow | 44 | 1 | 0 | No | No |
| 17304534 | INTERIOR PHOTOGRAPHIC DOCUMENTATION OF ARCHITECTURAL AND INDUSTRIAL ENVIRONMENTS USING 360 PANORAMIC VIDEOS | June 2021 | June 2022 | Allow | 11 | 1 | 0 | Yes | No |
| 17304380 | TOUCHUPS, DENOISING AND MAKEUP RELATED TO A 3D VIRTUAL CONFERENCE | June 2021 | July 2022 | Allow | 13 | 1 | 0 | No | No |
| 17328788 | DIGITAL VISUALIZATION OF PERIODICALLY UPDATED IN-SEASON AGRICULTURAL PRESCRIPTIONS | May 2021 | May 2022 | Allow | 12 | 1 | 0 | No | No |
| 17328998 | ADJUSTED OVERLAID IMAGES IN SCENES | May 2021 | April 2022 | Allow | 11 | 1 | 0 | Yes | No |
| 17243449 | UNTRANSFORMED DISPLAY LISTS IN A TILE BASED RENDERING SYSTEM | April 2021 | May 2022 | Allow | 12 | 1 | 0 | No | No |
| 17233817 | SYSTEMS, METHODS, AND COMPUTER-READABLE MEDIA FOR AUTOMATIC COMPUTED TOMOGRAPHY TO COMPUTED TOMOGRAPHY REGISTRATION | April 2021 | June 2022 | Allow | 14 | 1 | 0 | No | No |
| 17214936 | SPEECH-DRIVEN FACIAL ANIMATION GENERATION METHOD | March 2021 | February 2022 | Allow | 11 | 0 | 0 | No | No |
| 17216092 | SYSTEMS AND METHODS OF REAL-TIME AMBIENT LIGHT SIMULATION BASED ON GENERATED IMAGERY | March 2021 | May 2022 | Allow | 13 | 1 | 0 | Yes | No |
| 17188512 | METHOD AND SYSTEM FOR GENERATING FACE ANIMATIONS FROM SPEECH SIGNAL INPUT | March 2021 | November 2021 | Allow | 9 | 1 | 0 | Yes | No |
| 17169201 | HDR TONE MAPPING BASED ON CREATIVE INTENT METADATA AND AMBIENT LIGHT | February 2021 | March 2022 | Allow | 13 | 1 | 0 | Yes | No |
| 17167460 | GRAPHICAL PROCESSING METHOD FOR CHARACTERISTIC DATA AND USE THEREOF | February 2021 | April 2022 | Allow | 14 | 2 | 0 | Yes | No |
| 17167245 | METHOD AND APPARATUS FOR INCREASED ENERGY HARVEST IN A MICROGRID | February 2021 | September 2021 | Allow | 8 | 1 | 0 | Yes | No |
| 17156583 | GENERATING A 3D DATASET CONTAINING A SIMULATED SURGICAL DEVICE | January 2021 | July 2021 | Allow | 6 | 1 | 0 | No | No |
| 17153263 | Generating Augmented Reality Prerenderings Using Template Images | January 2021 | July 2021 | Allow | 6 | 0 | 0 | Yes | No |
| 17151123 | Machine Learning (ML) Quality Assurance for Data Curation | January 2021 | June 2022 | Allow | 17 | 2 | 0 | No | No |
| 17146718 | GENERATING IMAGE MASKS FROM DIGITAL IMAGES UTILIZING COLOR DENSITY ESTIMATION AND DEEP LEARNING MODELS | January 2021 | June 2022 | Allow | 17 | 1 | 0 | Yes | No |
| 17145292 | System and Method for Triggering Machine Learning (ML) Annotation Model Retraining | January 2021 | January 2022 | Allow | 13 | 1 | 0 | No | No |
| 17127097 | METHODS AND APPARATUS FOR SIMULATING IMAGES OF PRODUCE WITH MARKINGS FROM IMAGES OF PRODUCE AND IMAGES OF MARKINGS | December 2020 | January 2022 | Allow | 13 | 0 | 0 | No | No |
| 17114480 | OVERLAPPED CURVE MAPPING FOR HISTOGRAM-BASED LOCAL TONE AND LOCAL CONTRAST | December 2020 | February 2022 | Allow | 14 | 1 | 0 | Yes | No |
| 15734041 | Perceptual Rasterization for Image Rendering | December 2020 | July 2022 | Abandon | 20 | 3 | 0 | No | No |
| 17107151 | MIXED REALITY IMAGE CAPTURE AND SMART INSPECTION | November 2020 | May 2022 | Abandon | 18 | 1 | 0 | No | No |
| 17102399 | MATCHING MOUTH SHAPE AND MOVEMENT IN DIGITAL VIDEO TO ALTERNATIVE AUDIO | November 2020 | June 2022 | Allow | 18 | 2 | 0 | Yes | No |
| 16953299 | IMAGE PROCESSING APPARATUS AND METHOD CAPABLE OF RAPIDLY DETERMINING BOUNDING BOX FOR MOTION OBJECTS WITHOUT ITERATION | November 2020 | September 2021 | Allow | 10 | 0 | 0 | No | No |
| 16951884 | PERSONALIZED AVATAR REAL-TIME MOTION CAPTURE | November 2020 | March 2022 | Allow | 15 | 2 | 0 | No | No |
| 17086046 | Method for Applying a Vignette Effect to Rendered Images | October 2020 | August 2021 | Allow | 10 | 0 | 0 | Yes | No |
| 17051333 | POSTURE PREDICTION METHOD, COMPUTER DEVICE AND STORAGE MEDIUM | October 2020 | February 2022 | Allow | 16 | 1 | 0 | No | No |
| 17074254 | VARIABLE SCALING RATIO SYSTEMS AND METHODS | October 2020 | May 2021 | Allow | 7 | 0 | 0 | No | No |
| 17068107 | ARTIFICIAL REALITY SYSTEM HAVING MULTIPLE MODES OF ENGAGEMENT | October 2020 | August 2021 | Allow | 10 | 0 | 0 | Yes | No |
| 17065681 | DATA PROCESSING SYSTEMS AND METHODS USING SIX-DIMENSIONAL DATA TRANSFORMATIONS | October 2020 | July 2021 | Allow | 9 | 1 | 0 | Yes | No |
| 16948955 | INTERIOR PHOTOGRAPHIC DOCUMENTATION OF ARCHITECTURAL AND INDUSTRIAL ENVIRONMENTS USING 360 PANORAMIC VIDEOS | October 2020 | June 2021 | Allow | 8 | 0 | 0 | Yes | No |
| 17062995 | POINT CLOUD DATA TRANSMISSION DEVICE, POINT CLOUD DATA TRANSMISSION METHOD, POINT CLOUD DATA RECEPTION DEVICE, AND POINT CLOUD DATA RECEPTION METHOD | October 2020 | June 2021 | Allow | 8 | 1 | 0 | No | No |
| 17062991 | POINT CLOUD DATA TRANSMISSION DEVICE, POINT CLOUD DATA TRANSMISSION METHOD, POINT CLOUD DATA RECEPTION DEVICE, AND POINT CLOUD DATA RECEPTION METHOD | October 2020 | June 2021 | Allow | 8 | 1 | 0 | No | No |
| 17035991 | Adaptive Depth Guard Band | September 2020 | January 2022 | Allow | 15 | 1 | 0 | No | No |
| 17037566 | ERROR CONCEALMENT IN SPLIT RENDERING | September 2020 | January 2022 | Allow | 16 | 2 | 0 | Yes | No |
| 17033765 | METHOD AND APPARATUS FOR COMPRESSION OF GRAPHICS PROCESSING COMMANDS | September 2020 | December 2021 | Allow | 14 | 1 | 0 | No | No |
| 17033223 | PICTURE OBTAINING METHOD AND APPARATUS AND PICTURE PROCESSING METHOD AND APPARATUS | September 2020 | December 2021 | Allow | 14 | 1 | 0 | Yes | No |
| 17031228 | METHOD AND APPARATUS FOR SWITCHING PANORAMIC SCENE | September 2020 | August 2021 | Allow | 10 | 1 | 0 | No | No |
| 17027127 | INFORMATION INTERACTION METHOD, INFORMATION INTERACTION SYSTEM, AND APPLICATION THEREOF | September 2020 | August 2021 | Allow | 11 | 1 | 0 | No | No |
| 17016506 | IMPLICIT SURFACE SHADING IN MEDICAL VOLUMETRIC RENDERING | September 2020 | December 2021 | Allow | 15 | 1 | 0 | No | No |
| 17010903 | VISUALIZED DATA GENERATION DEVICE, VISUALIZED DATA GENERATION SYSTEM, AND VISUALIZED DATA GENERATION METHOD | September 2020 | May 2022 | Allow | 20 | 2 | 0 | Yes | No |
| 17009194 | DISPLAY RESPONSIVE COMMUNICATION SYSTEM AND METHOD | September 2020 | June 2022 | Allow | 21 | 4 | 0 | Yes | No |
| 16985329 | Frequent Data Value Compression for Graphics Processing Units | August 2020 | October 2021 | Allow | 15 | 2 | 0 | No | No |
| 16945754 | PRIVACY PROTECTION IN VISION SYSTEMS | July 2020 | December 2021 | Allow | 17 | 1 | 0 | No | No |
| 16916993 | IMAGE GENERATING DEVICE, INSPECTION APPARATUS, AND LEARNING DEVICE | June 2020 | September 2021 | Allow | 14 | 1 | 0 | No | No |
| 16914908 | INTERSECTION TESTING IN A RAY TRACING SYSTEM USING MULTIPLE RAY BUNDLE INTERSECTION TESTS | June 2020 | November 2021 | Allow | 17 | 2 | 0 | No | No |
| 16954485 | SPATIAL REPRESENTATION IN VIRTUAL AND MIXED REALITY | June 2020 | October 2021 | Allow | 16 | 1 | 0 | No | No |
| 16864038 | SYSTEMS AND METHODS FOR IMAGE PROCESSING | April 2020 | November 2021 | Allow | 19 | 2 | 0 | Yes | No |
| 16862597 | METHOD AND SYSTEM FOR GENERATING IMAGERY MAPPINGMODELING OF GOBLET | April 2020 | April 2022 | Allow | 24 | 0 | 0 | Yes | No |
| 16861229 | METHOD FOR GENERATING ACTION ACCORDING TO AUDIO SIGNAL AND ELECTRONIC DEVICE | April 2020 | March 2022 | Allow | 22 | 0 | 0 | No | No |
| 16858117 | ENHANCING TETRAHEDRAL MESHING FOR SELF-INTERSECTING BOUNDARIES | April 2020 | July 2021 | Allow | 15 | 1 | 0 | Yes | No |
| 16842811 | DISPLAY CONTROL DEVICE, COMMUNICATION DEVICE, DISPLAY CONTROL METHOD, AND RECORDING MEDIUM | April 2020 | August 2022 | Allow | 28 | 2 | 0 | Yes | No |
| 16837529 | SCALABLE VISUAL ANALYTICS FOR REMOTE SENSING APPLICATIONS | April 2020 | August 2022 | Allow | 28 | 2 | 0 | Yes | No |
| 16825823 | ELECTRONIC DEROTATION OF PICTURE-IN-PICTURE IMAGERY | March 2020 | November 2021 | Abandon | 20 | 1 | 0 | No | No |
| 16646138 | METHOD AND APPARATUS FOR MODELING AND DESIGNING MULTI-DIMENSIONAL CELLULAR STRUCTURES FOR ADDITIVE MANUFACTURING | March 2020 | April 2022 | Allow | 25 | 1 | 0 | No | No |
| 16802400 | VIRTUAL REALITY APPARATUS AND METHOD INCLUDING PRIORITIZED PIXEL SHADER OPERATIONS, ALTERNATE EYE RENDERING, AND/OR AUGMENTED TIMEWARP | February 2020 | July 2021 | Allow | 17 | 2 | 0 | Yes | No |
| 16792606 | AUTOMATIC LINE ERASE TOOL AND METHOD | February 2020 | August 2021 | Allow | 18 | 0 | 0 | No | No |
| 16783766 | De-Prioritization Supporting Frame Buffer Caching | February 2020 | September 2021 | Allow | 20 | 1 | 0 | Yes | No |
| 16635559 | SYSTEMS AND METHODS FOR MIXED REALITY INTERACTIONS WITH AVATAR | January 2020 | February 2021 | Allow | 12 | 0 | 0 | Yes | No |
| 16778039 | UNTRANSFORMED DISPLAY LISTS IN A TILE BASED RENDERING SYSTEM | January 2020 | January 2021 | Allow | 12 | 1 | 0 | No | No |
| 16635585 | INFORMATION PROCESSING DEVICE, AND INFORMATION PROCESSING METHOD | January 2020 | November 2021 | Allow | 22 | 3 | 0 | No | No |
| 16632905 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | January 2020 | February 2022 | Allow | 25 | 4 | 0 | No | No |
| 16633098 | ON-VEHICLE DISPLAY DEVICE, ON-VEHICLE DISPLAY METHOD AND VEHICLE | January 2020 | February 2021 | Allow | 13 | 1 | 0 | No | No |
| 16748721 | GRAPHICS PROCESSING SYSTEMS | January 2020 | April 2021 | Allow | 15 | 0 | 0 | No | No |
| 16739414 | VIDEO PRESENTATION DEVICE, METHOD THEREOF, AND RECORDING MEDIUM | January 2020 | February 2021 | Allow | 13 | 1 | 0 | No | No |
| 16733344 | CONTRAST ADJUSTMENT SYSTEM AND CONTRAST ADJUSTMENT METHOD | January 2020 | December 2020 | Allow | 11 | 0 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner WELCH, DAVID T.
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, 66.7% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner WELCH, DAVID T works in Art Unit 2613 and has examined 142 patent applications in our dataset. With an allowance rate of 90.8%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 18 months.
Examiner WELCH, DAVID T's allowance rate of 90.8% places them in the 75% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by WELCH, DAVID T receive 1.46 office actions before reaching final disposition. This places the examiner in the 24% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.
The median time to disposition (half-life) for applications examined by WELCH, DAVID T is 18 months. This places the examiner in the 96% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +12.2% benefit to allowance rate for applications examined by WELCH, DAVID T. This interview benefit is in the 48% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 28.7% of applications are subsequently allowed. This success rate is in the 53% 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 52.1% of cases where such amendments are filed. This entry rate is in the 78% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.
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 9% 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 100.0% of appeals filed. This is in the 90% percentile among all examiners. Of these withdrawals, 33.3% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.
When applicants file petitions regarding this examiner's actions, 94.1% are granted (fully or in part). This grant rate is in the 89% 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 18% 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 24% 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.