Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19243631 | FUSION NETWORK MODEL-BASED CROP YIELD INVERSION METHOD AND SYSTEM | June 2025 | December 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19215867 | METHOD FOR MONITORING SOIL EROSION RATE IN WIND-WATER COMPLEX EROSION REGION | May 2025 | August 2025 | Allow | 3 | 1 | 0 | No | No |
| 19009900 | SYSTEMS AND TECHNIQUES FOR VEHICLE INSPECTION AND CONDITION ANALYSIS | January 2025 | November 2025 | Allow | 10 | 2 | 0 | Yes | No |
| 19001469 | RAPID DROUGHT MONITORING AND IDENTIFICATION METHOD FOR WINTER WHEAT BASED ON UAV MEASUREMENTS OF LEAF AREA INDEX | December 2024 | July 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18774764 | SYSTEMS AND METHODS FOR ALIGNING TRAJECTORY INFORMATION DERIVED FROM DIFFERENT SOURCE DATA | July 2024 | October 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18748637 | DEVICE AND METHOD FOR MONITORING VESSEL AND HARBOR | June 2024 | May 2025 | Allow | 11 | 1 | 0 | No | No |
| 18742540 | SYSTEMS AND METHODS FOR ACQUIRING AND INSPECTING LENS IMAGES OF OPTHALMIC LENSES | June 2024 | July 2025 | Abandon | 13 | 1 | 0 | No | No |
| 18643003 | METHOD, SYSTEM AND DEVICE FOR ACQUIRING SEAWEED BED AREA, AND STORAGE MEDIUM | April 2024 | September 2024 | Allow | 5 | 1 | 0 | No | No |
| 18610659 | METHODS AND SYSTEMS FOR VISUALIZING SOYBEAN VARIETY PLACEMENT USING VARIETY PROFILE INDEX | March 2024 | March 2025 | Allow | 11 | 1 | 0 | No | No |
| 18591087 | AUTOMATIC CONTROL OF AN ENCLOSED CROP GROWING DEVICE | February 2024 | September 2024 | Allow | 6 | 1 | 0 | Yes | No |
| 18584420 | METHODS AND SYSTEMS FOR PROVIDING SOYBEAN VARIETY PLACEMENT USING VARIETY PROFILE INDEX | February 2024 | April 2025 | Allow | 14 | 1 | 0 | No | No |
| 18440354 | Remote Sensing Algorithms for Mapping Regenerative Agriculture | February 2024 | March 2026 | Abandon | 25 | 1 | 0 | No | No |
| 18435087 | Remote Sensing Algorithms for Mapping Regenerative Agriculture | February 2024 | January 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18433837 | MANUAL CALIBRATION OF IMAGING SYSTEM | February 2024 | April 2025 | Abandon | 14 | 1 | 0 | No | No |
| 18422997 | Systems and Methods for Detecting a Travelling Object Vortex | January 2024 | July 2024 | Allow | 6 | 0 | 0 | No | No |
| 18419874 | FACIAL VERIFICATION METHOD AND APPARATUS | January 2024 | January 2025 | Allow | 12 | 1 | 0 | No | No |
| 18488063 | ADAPTIVE ATMOSPHERIC CORRECTION METHOD OF HYPERSPECTRAL SATELLITE BASED ON PRIOR GROUND OBJECT SPECTRAL MATCHING | October 2023 | May 2024 | Allow | 7 | 1 | 0 | Yes | No |
| 18487252 | Plant Group Identification | October 2023 | February 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18554612 | POLARIZATION IMAGE-BASED BUILDING INSPECTION | October 2023 | February 2026 | Allow | 28 | 1 | 0 | No | No |
| 18377693 | MACHINE LEARNING METHODS AND SYSTEMS FOR VARIETY PROFILE INDEX CROP CHARACTERIZATION | October 2023 | April 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18478197 | Pinch Recognition and Rejection | September 2023 | January 2026 | Allow | 28 | 4 | 0 | Yes | No |
| 18477535 | SYSTEM AND METHOD FOR EXTRACTING A REGION OF INTEREST FROM VOLUME DATA | September 2023 | January 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18371486 | APPARATUS AND METHOD FOR MEDICAL IMAGE RECONSTRUCTION USING DEEP LEARNING TO IMPROVE IMAGE QUALITY IN POSITRON EMISSION TOMOGRAPHY (PET) | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18458325 | Unthreshed Grain Loss Detection and Analysis | August 2023 | March 2026 | Allow | 31 | 1 | 0 | No | No |
| 18451014 | IMAGE FINGERPRINTING CONVERSION BETWEEN DIFFERENT IMAGE FINGERPRINTING MODELS | August 2023 | March 2024 | Allow | 7 | 1 | 0 | No | No |
| 18450085 | METHODS AND APPARATUS FOR GENERATING IMAGES OF OBJECTS DETECTED IN VIDEO CAMERA DATA | August 2023 | February 2024 | Allow | 6 | 1 | 0 | No | No |
| 18446822 | SYSTEMS AND METHODS FOR CHARACTERIZING HIGH RISK PLAQUES | August 2023 | September 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18223473 | LONG-RANGE 3D OBJECT DETECTION USING 2D BOUNDING BOXES | July 2023 | March 2026 | Allow | 32 | 1 | 0 | No | No |
| 18350703 | IDENTIFYING AND AVOIDING OBSTRUCTIONS USING DEPTH INFORMATION IN A SINGLE IMAGE | July 2023 | August 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18216220 | CROSS-MODAL SEARCH SYSTEMS AND METHODS | June 2023 | July 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18341434 | INFERRING MOISTURE FROM COLOR | June 2023 | September 2024 | Allow | 14 | 1 | 0 | No | No |
| 18204079 | AGRICULTURAL ANALYSIS ROBOTIC SYSTEMS AND METHODS THEREOF | May 2023 | June 2024 | Allow | 13 | 3 | 0 | No | No |
| 18326144 | METHOD, DEVICE AND COMPUTER PROGRAM FOR TRAINING AN ARTIFICIAL NEURAL NETWORK FOR OBJECT RECOGNITION IN IMAGES | May 2023 | October 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18323584 | RECOVERING LED LIGHT IN INDOOR MULTI-LEVEL FARMS | May 2023 | October 2025 | Allow | 29 | 1 | 0 | No | No |
| 18200132 | GENERATING AGRONOMIC INFERENCES FROM EXTRACTED INDIVIDUAL PLANT COMPONENTS | May 2023 | February 2026 | Allow | 33 | 1 | 0 | No | No |
| 18317283 | Organic Camera-Pose Mapping | May 2023 | November 2023 | Allow | 6 | 1 | 0 | No | No |
| 18035851 | Method And Apparatus For Positioning Of Laser Beam | May 2023 | November 2025 | Abandon | 31 | 1 | 0 | No | No |
| 18187353 | METHOD OF PROVIDING CARBON EMISSION MANAGEMENT INFORMATION, AND SERVER AND SYSTEM USING THE SAME | March 2023 | November 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 18184619 | Systems and Methods for Optimizing Asset Maintenance Protocols by Predicting Vegetation-Driven Outages | March 2023 | October 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 18116185 | PREDICTING SOIL ORGANIC CARBON CONTENT | March 2023 | September 2023 | Allow | 6 | 1 | 0 | No | No |
| 18116056 | BODILY EMISSION ANALYSIS | March 2023 | April 2025 | Allow | 25 | 3 | 0 | No | No |
| 18008727 | INTEGRATED MANAGEMENT SYSTEM OF SMART FARM USING MUTI-HOP NETWORK | January 2023 | January 2026 | Abandon | 37 | 1 | 0 | No | No |
| 18006893 | METHOD FOR CLASSIFYING PLANTS FOR AGRICULTURAL PURPOSES | January 2023 | November 2025 | Allow | 34 | 1 | 0 | No | No |
| 18156814 | REMOTE SENSING ALGORITHMS FOR MAPPING REGENERATIVE AGRICULTURE | January 2023 | December 2023 | Allow | 11 | 2 | 1 | No | No |
| 18095033 | SYSTEM AND METHOD FOR TURNING IRRIGATION PIVOTS INTO A NETWORK OF ROBOTS FOR OPTIMIZING FERTILIZATION | January 2023 | January 2026 | Allow | 37 | 1 | 0 | Yes | No |
| 18094927 | Plant Group Identification | January 2023 | October 2023 | Allow | 9 | 1 | 0 | Yes | No |
| 18014631 | VEGETATION MANAGEMENT SYSTEM AND VEGETATION MANAGEMENT METHOD | January 2023 | February 2026 | Allow | 37 | 2 | 0 | No | No |
| 18148309 | SYSTEMS AND METHODS FOR CHARACTERIZING HIGH RISK PLAQUES | December 2022 | March 2023 | Allow | 3 | 1 | 0 | No | No |
| 18148296 | SYSTEMS AND METHODS FOR CHARACTERIZING HIGH RISK PLAQUES | December 2022 | July 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 18088259 | MACHINE LEARNING METHODS AND SYSTEMS FOR VARIETY PROFILE INDEX CROP CHARACTERIZATION | December 2022 | June 2023 | Allow | 5 | 1 | 0 | No | No |
| 17999994 | METHOD FOR PREDICTING GEOLOGICAL FEATURES FROM BOREHOLE IMAGE LOGS | November 2022 | November 2025 | Abandon | 35 | 1 | 0 | No | No |
| 17993908 | METHOD AND SYSTEM FOR DETECTING CHANGE TO STRUCTURE BY USING DRONE | November 2022 | December 2023 | Allow | 13 | 1 | 0 | No | No |
| 17999217 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | November 2022 | September 2025 | Allow | 34 | 1 | 0 | No | No |
| 17987758 | MACHINE LEARNING METHODS AND SYSTEMS FOR VARIETY PROFILE INDEX CROP CHARACTERIZATION | November 2022 | May 2023 | Allow | 6 | 1 | 0 | No | No |
| 17987677 | Systems and Methods for Detecting a Travelling Object Vortex | November 2022 | October 2023 | Allow | 11 | 1 | 1 | Yes | No |
| 17925250 | SYSTEM AND METHOD FOR ESTIMATING VEGETATION COVERAGE IN A REAL-WORLD ENVIRONMENT | November 2022 | July 2025 | Allow | 32 | 1 | 0 | No | No |
| 18054830 | DETERMINATION OF DROPLET CHARACTERISTICS | November 2022 | August 2025 | Allow | 33 | 1 | 0 | No | No |
| 17982029 | METHOD AND APPARATUS WITH IMAGE PROCESSING | November 2022 | March 2026 | Allow | 40 | 2 | 0 | Yes | No |
| 18051578 | FAIR NEURAL NETWORKS | November 2022 | November 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 17973532 | METHOD AND SYSTEM FOR BODY POSE GUIDING BASED ON VIDEO CONTENTS SELECTED BY USER | October 2022 | July 2025 | Abandon | 33 | 1 | 0 | No | No |
| 18048923 | Arrangement and Method for the Optical Assessment of Crop in a Harvesting Machine | October 2022 | December 2025 | Allow | 37 | 2 | 0 | Yes | No |
| 17970140 | DEVICE AND METHOD FOR TRACKING AN OBJECT | October 2022 | January 2026 | Allow | 39 | 2 | 0 | No | No |
| 17918518 | EYE BAG DETECTION METHOD AND APPARATUS | October 2022 | January 2026 | Abandon | 39 | 2 | 0 | No | No |
| 17937152 | ARTIFACT-DRIVEN DATA SYNTHESIS IN COMPUTED TOMOGRAPHY | September 2022 | June 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17902511 | METHOD AND SYSTEM FOR HAND POSE RECOGNITION, DEVICE AND STORAGE MEDIUM | September 2022 | February 2023 | Allow | 5 | 1 | 0 | No | No |
| 17823582 | DIFFUSION MODEL IMAGE GENERATION | August 2022 | October 2025 | Allow | 38 | 1 | 0 | Yes | No |
| 17895629 | METHOD AND APPARATUS FOR IMAGE SEGMENTATION MODEL TRAINING AND FOR IMAGE SEGMENTATION | August 2022 | September 2023 | Abandon | 13 | 1 | 0 | No | No |
| 17882885 | TREE CROWN EXTRACTION METHOD BASED ON UNMANNED AERIAL VEHICLE MULTI-SOURCE REMOTE SENSING | August 2022 | January 2023 | Allow | 5 | 1 | 0 | No | No |
| 17816246 | TRAINING METHOD, EVALUATION METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | July 2022 | August 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17875274 | ARTIFICIAL INTELLIGENCE FOR PASSIVE LIVENESS DETECTION | July 2022 | January 2026 | Allow | 42 | 1 | 0 | Yes | No |
| 17869879 | FEATURE EXTRACTION METHOD, MODEL TRAINING METHOD, DETECTION METHOD OF FRUIT SPECTRUM | July 2022 | March 2023 | Allow | 8 | 1 | 0 | No | No |
| 17869165 | METHOD AND APPARATUS WITH DEGRADED IMAGE RESTORATION | July 2022 | February 2026 | Allow | 43 | 1 | 0 | Yes | No |
| 17810608 | METHODS FOR RECOGNIZING SMALL TARGETS BASED ON DEEP LEARNING NETWORKS | July 2022 | January 2023 | Allow | 6 | 1 | 0 | No | No |
| 17809321 | INFORMATION EXTRACTION FROM DOCUMENTS CONTAINING HANDWRITTEN TEXT | June 2022 | August 2025 | Allow | 37 | 2 | 0 | Yes | No |
| 17832636 | VIDEO FRAME TYPE CLASSIFICATION FOR A COMMUNICATION SESSION | June 2022 | June 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17781887 | IMAGE PROCESSING SYSTEM AND METHOD | June 2022 | September 2025 | Allow | 39 | 1 | 0 | Yes | No |
| 17778014 | LARGE-SCALE CROP PHENOLOGY EXTRACTION METHOD BASED ON SHAPE MODEL FITTING METHOD | May 2022 | May 2023 | Allow | 12 | 1 | 0 | No | No |
| 17742701 | CITRUS IDENTIFICATION METHOD BASED ON ROUNDNESS INTEGRITY CORRECTION | May 2022 | January 2023 | Allow | 9 | 1 | 0 | No | No |
| 17662762 | SYSTEMS AND METHODS OF CHARACTERIZING HIGH RISK PLAQUES | May 2022 | July 2023 | Allow | 15 | 2 | 0 | Yes | No |
| 17732978 | MULTIVIEW ASSOCIATION OF MULTIPLE ITEMS FOR ITEM RECOGNITION | April 2022 | January 2026 | Allow | 45 | 3 | 0 | No | No |
| 17733099 | APPARATUS AND TECHNIQUES OF IMAGE COLLECTION FOR VISION CHECKOUT | April 2022 | October 2025 | Allow | 42 | 1 | 0 | Yes | No |
| 17733139 | INCREMENTAL TRAINING OF A MACHINE-LEARNING MODEL (MLM) FOR MULTIVIEW ITEM RECOGNITION | April 2022 | June 2025 | Allow | 38 | 1 | 0 | No | No |
| 17731525 | DEPTH IMAGE INTERPOLATION FOR MULTIVIEW ITEM RECOGNITION | April 2022 | August 2025 | Allow | 40 | 1 | 0 | No | No |
| 17730253 | Audio and Video System for Capturing Surroundings of a Vehicle | April 2022 | March 2025 | Abandon | 34 | 1 | 0 | No | No |
| 17729237 | MACHINE-LEARNING MODEL ANNOTATION AND TRAINING TECHNIQUES | April 2022 | December 2025 | Allow | 43 | 2 | 0 | No | No |
| 17767367 | LANE LINE RECOGNITION METHOD, DEVICE AND STORAGE MEDIUM | April 2022 | March 2025 | Abandon | 35 | 1 | 0 | No | No |
| 17713978 | SYSTEMS AND METHODS FOR ACQUIRING AND INSPECTING LENS IMAGES OF OPHTHALMIC LENSES | April 2022 | April 2024 | Allow | 24 | 0 | 0 | Yes | No |
| 17709323 | Industrial Metrology of Workpiece Surface based on Depth Map | March 2022 | January 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17705595 | AUTOMATED DATA LABELING USING A GEOMETRIC APPROACH | March 2022 | June 2025 | Allow | 39 | 1 | 0 | Yes | No |
| 17760892 | Edge Phase Effects Removal Using Wavelet Correction and Particle Classification Using Combined Absorption and Phase Contrast | March 2022 | February 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 17694661 | Machine Learning Methods and Systems for Variety Profile Index Crop Characterization | March 2022 | September 2022 | Allow | 6 | 1 | 0 | Yes | No |
| 17654647 | PROCESSING IMAGES OF OBJECTS AND OBJECT PORTIONS, INCLUDING MULTI-OBJECT ARRANGEMENTS AND DEFORMED OBJECTS | March 2022 | October 2025 | Allow | 43 | 2 | 0 | No | No |
| 17642455 | METHOD AND DEVICE FOR PROCESSING IMAGE, DISPLAY DEVICE, AND STORAGE MEDIUM | March 2022 | December 2024 | Allow | 33 | 1 | 0 | No | No |
| 17687579 | METHOD AND SYSTEM FOR DETECTING CHANGE TO STRUCTURE BY USING DRONE | March 2022 | December 2022 | Abandon | 9 | 1 | 0 | No | No |
| 17665615 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUM | February 2022 | September 2024 | Allow | 32 | 1 | 0 | No | No |
| 17665145 | MULTI-ITEM PRODUCT RECOGNITION FOR CHECKOUTS | February 2022 | March 2025 | Allow | 38 | 2 | 0 | No | No |
| 17584527 | ENCODING APPARATUS, ENCODING METHOD, AND STORAGE MEDIUM | January 2022 | March 2025 | Allow | 38 | 1 | 0 | No | No |
| 17581364 | METHOD FOR DISPLAYING CELL COUNT INFORMATION, SYSTEM, AND COMPUTER-READABLE MEDIUM | January 2022 | March 2025 | Allow | 38 | 1 | 0 | No | No |
| 17580095 | DATA PROCESSING METHOD, DEVICE, FILMING SYSTEM, AND COMPUTER STORAGE MEDIUM | January 2022 | July 2025 | Allow | 42 | 3 | 0 | Yes | No |
| 17625390 | COMPUTER SOFTWARE MODULE ARRANGEMENT, A CIRCUITRY ARRANGEMENT, AN ARRANGEMENT AND A METHOD FOR IMPROVED OBJECT DETECTION | January 2022 | March 2025 | Allow | 39 | 3 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner MANGIALASCHI, TRACY.
With a 10.0% 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, 6.7% 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 MANGIALASCHI, TRACY works in Art Unit 2668 and has examined 427 patent applications in our dataset. With an allowance rate of 80.3%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 31 months.
Examiner MANGIALASCHI, TRACY's allowance rate of 80.3% places them in the 50% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by MANGIALASCHI, TRACY receive 2.22 office actions before reaching final disposition. This places the examiner in the 61% 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 MANGIALASCHI, TRACY is 31 months. This places the examiner in the 55% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +32.7% benefit to allowance rate for applications examined by MANGIALASCHI, TRACY. This interview benefit is in the 81% 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, 31.1% of applications are subsequently allowed. This success rate is in the 63% 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 33.9% of cases where such amendments are filed. This entry rate is in the 51% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.
When applicants request a pre-appeal conference (PAC) with this examiner, 28.6% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 31% 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 47.4% of appeals filed. This is in the 13% percentile among all examiners. Of these withdrawals, 44.4% 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, 40.0% 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 0.7% of allowed cases (in the 64% 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 2.9% of allowed cases (in the 73% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).
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.