Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19170483 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | April 2025 | August 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18943493 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | November 2024 | March 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 18890276 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | September 2024 | February 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18755510 | DEVICE, METHOD, AND COMPUTER-READABLE MEDIUM FOR MANAGING PLURALITY OF PIECES OF DRAWING DATA REPRESENTING SET OF COMPONENTS | June 2024 | February 2025 | Allow | 8 | 1 | 0 | No | No |
| 18664081 | Method and Device for Generating a Resultant Image based on Colors Extracted from an Input Image | May 2024 | September 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18660080 | SURGICAL DEVICES AND METHODS OF USE THEREOF | May 2024 | June 2025 | Abandon | 14 | 1 | 0 | No | No |
| 18645714 | Methods And Systems For Characterizing Fluids From A Patient | April 2024 | July 2025 | Allow | 14 | 1 | 0 | No | No |
| 18629259 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | April 2024 | July 2024 | Allow | 3 | 1 | 0 | No | No |
| 18620520 | Methods for Detecting Vehicle Following Distance | March 2024 | April 2025 | Allow | 13 | 1 | 0 | No | No |
| 18596078 | VIRTUALIZING OBJECTS USING OBJECT MODELS AND OBJECT POSITION DATA | March 2024 | December 2024 | Allow | 9 | 1 | 0 | No | No |
| 18394903 | SYSTEMS AND METHODS FOR MODELING AND CONTROLLING PHYSICAL DYNAMICAL SYSTEMS USING ARTIFICIAL INTELLIGENCE | December 2023 | June 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18544988 | METHOD FOR DETECTING VEHICLE AND DEVICE FOR EXECUTING THE SAME | December 2023 | December 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18535881 | METHOD FOR DETECTING HUMAN OCCUPANCY AND ACTIVITY IN A WORK AREA | December 2023 | October 2024 | Allow | 10 | 1 | 0 | No | No |
| 18528904 | INFORMATION PROCESSING APPARATUS, CONTROL METHOD, AND NON-TRANSITORY STORAGE MEDIUM | December 2023 | November 2024 | Allow | 11 | 1 | 0 | No | No |
| 18514594 | AUTO-CONFIGURING A REGION OF INTEREST (ROI) ASSOCIATED WITH A CAMERA | November 2023 | February 2026 | Allow | 27 | 1 | 0 | No | No |
| 18504814 | USING SENSOR DATA TO DETERMINE ACTIVITY | November 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18503698 | MICRO-OBJECT MOVEMENT MONITOR TO OBSERVE CONTROLLED MICRO-OBJECT MOVEMENT | November 2023 | October 2025 | Allow | 23 | 0 | 0 | No | No |
| 18502344 | SYSTEMS AND METHODS FOR MEDICAL ACQUISITION PROCESSING AND MACHINE LEARNING FOR ANATOMICAL ASSESSMENT | November 2023 | September 2024 | Allow | 11 | 2 | 0 | No | No |
| 18490178 | VISION SENSOR, OPERATING METHOD OF VISION SENSOR, AND IMAGE PROCESSING DEVICE INCLUDING THE VISION SENSOR | October 2023 | November 2025 | Allow | 25 | 1 | 0 | No | No |
| 18287082 | TRAINING DEVICE, PREDICTION DEVICE, TRAINING METHOD, AND RECORDING MEDIUM | October 2023 | February 2026 | Allow | 28 | 1 | 0 | No | No |
| 18377000 | HELMET WEARING DETERMINATION METHOD, HELMET WEARING DETERMINATION SYSTEM, HELMET WEARING DETERMINATION APPARATUS, AND PROGRAM | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18481717 | CALCULATING RISK SCORE ASSOCIATED WITH A PHYSICAL STRUCTURE FOR A NATURAL DISASTER PERIL USING HAZARD AND VULNERABILITY MODELS | October 2023 | July 2024 | Allow | 10 | 1 | 0 | No | No |
| 18480279 | COMPUTING EMISSION RATE FROM GAS DENSITY IMAGES | October 2023 | April 2024 | Allow | 7 | 1 | 0 | No | No |
| 18479504 | PLANT FEATURE DETECTION USING CAPTURED IMAGES | October 2023 | July 2024 | Allow | 9 | 1 | 0 | No | No |
| 18460537 | IMAGING SYSTEM | September 2023 | July 2024 | Allow | 10 | 1 | 0 | No | No |
| 18449002 | METHOD AND APPARATUS FOR PREDICTING VEHICLE TRAJECTORY, AND METHOD AND APPARATUS FOR TRAINING NEURAL NETWORK PREDICTION MODEL | August 2023 | November 2025 | Allow | 27 | 1 | 0 | No | No |
| 18230172 | Object Tracking System and 3D Location Reporting Method | August 2023 | November 2025 | Allow | 28 | 1 | 0 | No | No |
| 18221417 | COMPUTER-READABLE RECORDING MEDIUM STORING MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND INFORMATION PROCESSING DEVICE | July 2023 | March 2026 | Abandon | 32 | 1 | 0 | No | No |
| 18221825 | SYSTEMS AND METHODS FOR AUTONOMOUS HORN ACTIVATION AND KIDNAPPING DETECTION | July 2023 | November 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18341499 | Automated Image Aberration Identification System and Method | June 2023 | October 2025 | Allow | 27 | 0 | 0 | No | No |
| 18339312 | METHOD FOR TRAJECTORY CORRECTION FOR 3D MAP CREATION, AND COMPUTER PROGRAM RECORDED ON RECORD-MEDIUM FOR EXECUTING METHOD THEREFOR | June 2023 | August 2025 | Allow | 26 | 1 | 0 | No | No |
| 18335174 | INFORMATION PROCESSING APPARATUS, LEARNING APPARATUS, AND TRACKING METHOD | June 2023 | July 2025 | Allow | 25 | 1 | 0 | No | No |
| 18205680 | METHOD FOR PROCESSING KEY POINTS IN IMAGE AND RELATED APPARATUS | June 2023 | November 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18327919 | VEHICLE POSE | June 2023 | December 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18039807 | A DEVICE AND A METHOD FOR REPRESENTING THE YAW ORIENTATION OF A VEHICLE VISIBLE ON AN IMAGE | June 2023 | October 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18203080 | QUICK AND INTELLIGENT IR7-EC NETWORK BASED CLASSIFICATION METHOD FOR CONCRETE IMAGE CRACK TYPE | May 2023 | October 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18311014 | SUBSTRATE TREATING APPARATUS AND SUBSTRATE TREATING METHOD | May 2023 | December 2025 | Allow | 32 | 1 | 0 | No | No |
| 18033425 | OBJECT TRACKING DEVICE, OBJECT TRACKING METHOD, AND RECORDING MEDIUM | April 2023 | August 2025 | Allow | 28 | 1 | 0 | No | No |
| 18248617 | TARGET OBJECT DETECTION METHOD AND APPARATUS, AND ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM | April 2023 | January 2026 | Allow | 33 | 1 | 0 | No | No |
| 18122573 | POSITIONING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | March 2023 | October 2025 | Allow | 31 | 1 | 0 | No | No |
| 18245011 | METHOD AND SYSTEM FOR 2D MOTION TRACKING OF A SUBJECT | March 2023 | November 2025 | Allow | 32 | 1 | 0 | No | No |
| 18178589 | INFORMATION PROCESSING APPARATUS, LEARNING METHOD, RECOGNITION METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | March 2023 | January 2026 | Allow | 34 | 1 | 0 | No | No |
| 18177980 | METHOD AND SYSTEM FOR A TIERED TIME SYNCHRONIZATION PROTOCOL FOR A SET OF VEHICLES | March 2023 | July 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18043607 | LOCATING METHOD AND APPARATUS FOR ROBOT, AND STORAGE MEDIUM | March 2023 | January 2026 | Allow | 34 | 1 | 0 | Yes | No |
| 18020178 | ELECTRONIC ASSESSMENT OF PLAYING SURFACE PROPERTIES | February 2023 | September 2025 | Allow | 31 | 1 | 0 | No | No |
| 18159670 | SYSTEMS AND METHODS FOR TARGET ASSIGNMENT FOR END-TO-END THREE-DIMENSIONAL (3D) DETECTION | January 2023 | January 2026 | Allow | 36 | 2 | 0 | Yes | No |
| 18155936 | GENERATING LONG-RANGE OBJECTS DATASET USING PROXIMAL TIME-SYNCED DATA FOR OBJECT DETECTION MODELS | January 2023 | July 2025 | Allow | 30 | 1 | 0 | No | No |
| 18155112 | METHOD FOR DETECTING INFORMATION ABOUT AT LEAST ONE OBJECT AND/OR AT LEAST A PART OF FREE SPACE IN A REPRESENTATION OF THE ENVIRONMENT OF A SYSTEM | January 2023 | February 2026 | Allow | 37 | 2 | 0 | No | No |
| 18014408 | IMAGE SELECTION APPARATUS, IMAGE SELECTION METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM | January 2023 | August 2025 | Allow | 31 | 1 | 0 | No | No |
| 18092384 | SYSTEMS AND METHODS FOR PERSON CLASSIFICATION AND GESTURE RECOGNITION | January 2023 | June 2025 | Allow | 29 | 1 | 0 | No | No |
| 18013596 | VELOCITY MEASUREMENT METHOD, SYSTEM, DEVICE AND APPARATUS AND STORAGE MEDIUM, AS WELL AS VELOCITY FIELD MEASUREMENT METHOD AND SYSTEM | December 2022 | November 2025 | Allow | 35 | 1 | 0 | Yes | No |
| 18013319 | CELL ALIGNMENT METRIC DETECTION METHOD, CONTROLLER, DETECTION SYSTEM AND STORAGE MEDIUM | December 2022 | October 2025 | Allow | 34 | 1 | 0 | No | No |
| 18146731 | METHODS FOR SELECTING KEY-POINTS FOR REAL-TIME TRACKING IN A MOBILE ENVIRONMENT | December 2022 | August 2025 | Abandon | 32 | 1 | 0 | No | No |
| 18146071 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM | December 2022 | September 2025 | Allow | 32 | 1 | 0 | No | No |
| 18009999 | SYSTEM AND METHOD FOR TRACING COMPONENTS OF ELECTRONIC ASSEMBLY | December 2022 | June 2025 | Allow | 30 | 1 | 0 | No | No |
| 18077465 | APPARATUS AND METHOD WITH IMAGE PROCESSING AND TARGET TRACKING | December 2022 | December 2025 | Allow | 36 | 2 | 0 | No | No |
| 18061775 | MONOCULAR WORLD MESHING | December 2022 | January 2026 | Allow | 37 | 2 | 0 | Yes | No |
| 18070375 | Auto-Review System | November 2022 | August 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 18053111 | RECOVERING GAMUT COLOR LOSS UTILIZING LIGHTWEIGHT NEURAL NETWORKS | November 2022 | August 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17961226 | AUTOMATED ARTIFICIAL INTELLIGENCE MODEL TRAINING USING PRODUCT IMAGES | October 2022 | October 2025 | Allow | 36 | 1 | 0 | No | No |
| 17958090 | METHOD FOR DETECTING NESTED CLOSED SHAPES IN AN IMAGE | September 2022 | July 2025 | Abandon | 34 | 1 | 0 | No | No |
| 17769313 | IMAGE PROCESSING METHOD, IMAGE PROCESSING DEVICE, AND IMAGE PROCESSING PROGRAM | August 2022 | May 2025 | Allow | 37 | 1 | 0 | No | No |
| 17886662 | IMAGE STREAM WITH COLOR METADATA | August 2022 | March 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 17880535 | SHAPE LOCALIZATION FOR EXAMINING A SEMICONDUCTOR SPECIMEN | August 2022 | April 2025 | Allow | 32 | 0 | 0 | No | No |
| 17866375 | INFERRING THE AMOUNT OF LIQUID CONTAINED IN A TRANSPARENT VESSEL THROUGH IMAGE SEGMENTATION | July 2022 | September 2025 | Allow | 38 | 1 | 0 | Yes | No |
| 17825207 | Monitoring System and Method Having Gesture Detection | May 2022 | December 2025 | Allow | 43 | 2 | 0 | Yes | No |
| 17741068 | IMAGE PROCESSING DEVICE FOR IMAGE DENOISING | May 2022 | May 2025 | Allow | 36 | 1 | 0 | No | No |
| 17773952 | IMAGE PROCESSING METHOD, DATA PROCESSING METHOD, IMAGE PROCESSING APPARATUS AND PROGRAM | May 2022 | February 2025 | Allow | 33 | 2 | 0 | No | No |
| 17725107 | METHOD OF DETECTING MEASUREMENT ERROR OF SEM EQUIPMENT AND METHOD OF ALIGNING SEM EQUIPMENT | April 2022 | February 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17722976 | INMATE RELEASE VERIFICATION | April 2022 | September 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17719606 | MEDICAL IMAGE ACQUISITION APPARATUS AND METHOD | April 2022 | February 2025 | Allow | 34 | 2 | 0 | Yes | No |
| 17766847 | Method for Providing a Neural Network for Directly Validating an Environment Map in a Vehicle by Means of Sensor Data | April 2022 | September 2024 | Allow | 29 | 1 | 0 | No | No |
| 17657956 | SYSTEM AND METHOD FOR DETERMINING A COLOR MIX ON A THREE COLOR DISPLAY DEVICE WITH LOW LUMINANCE OR ILLUMINANCE | April 2022 | May 2025 | Allow | 37 | 1 | 0 | No | No |
| 17711605 | ELECTRONIC DEVICE AND METHOD FOR CHECKING CONNECTION OF A CONNECTOR | April 2022 | September 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17657366 | SEMI-SUPERVISED TRACKING IN MEDICAL IMAGES WITH CYCLE TRACKING | March 2022 | July 2025 | Allow | 39 | 2 | 0 | No | No |
| 17710734 | SENSOR FUSION BETWEEN RADAR AND OPTICALLY POLARIZED CAMERA | March 2022 | November 2024 | Allow | 31 | 1 | 0 | No | No |
| 17656957 | NUCLEAR MEDICINE DIAGNOSIS APPARATUS AND NUCLEAR MEDICINE DIAGNOSIS METHOD | March 2022 | September 2024 | Allow | 29 | 1 | 0 | No | No |
| 17701338 | Dynamic Animation of Human Motion Using Wearable Sensors and Machine Learning | March 2022 | March 2025 | Allow | 36 | 1 | 0 | No | No |
| 17696797 | EFFICIENT SELF-ATTENTION FOR VIDEO PROCESSING | March 2022 | July 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17692559 | THREE-DIMENSIONAL DATA ENCODING METHOD, THREE-DIMENSIONAL DATA DECODING METHOD, THREE-DIMENSIONAL DATA ENCODING DEVICE, AND THREE-DIMENSIONAL DATA DECODING DEVICE | March 2022 | February 2025 | Allow | 35 | 1 | 0 | No | No |
| 17687889 | SYSTEM AND METHOD FOR IMAGING OF LOCALIZED AND HETEROGENEOUS DYNAMICS USING LASER SPECKLE | March 2022 | April 2025 | Allow | 37 | 1 | 0 | No | No |
| 17688572 | METHODS AND SYSTEMS FOR AUTHENTICATION OF A PHYSICAL DOCUMENT | March 2022 | July 2025 | Allow | 41 | 1 | 0 | No | No |
| 17675097 | IMAGE PROCESSING APPARATUS, RADIATION IMAGING SYSTEM, IMAGE PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM | February 2022 | April 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17666055 | SELF-SUPERVISED MUTUAL LEARNING FOR BOOSTING GENERALIZATION IN COMPACT NEURAL NETWORKS | February 2022 | November 2024 | Abandon | 33 | 1 | 0 | No | No |
| 17665829 | IMAGE PROCESSING AND DETECTION OF DISCONTINUITIES IN BATTERY CELLS | February 2022 | September 2024 | Allow | 32 | 1 | 0 | No | No |
| 17588855 | RESET SYSTEMS AND METHODS FOR CONTINUOUS ADAPTATION WITHOUT FORGETTING | January 2022 | March 2025 | Allow | 38 | 1 | 0 | No | No |
| 17589535 | SYSTEM AND METHOD FOR SUPERVISED CONTRASTIVE LEARNING FOR MULTI-MODAL TASKS | January 2022 | August 2024 | Allow | 31 | 1 | 0 | Yes | No |
| 17649114 | FALSE TRACK MITIGATION IN OBJECT DETECTION SYSTEMS | January 2022 | July 2024 | Allow | 30 | 1 | 0 | No | No |
| 17576041 | DEVICES AND PROCESS FOR SYNTHESIZING IMAGES FROM A SOURCE NATURE TO A TARGET NATURE | January 2022 | November 2024 | Allow | 34 | 1 | 0 | Yes | No |
| 17569598 | IMAGE SEARCHING APPARATUS, CLASSIFIER TRAINING METHOD, AND RECORDING MEDIUM | January 2022 | January 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17557575 | ELECTRONIC DEVICE THAT PRESENTS CUSTOMIZED, AGE-APPROPRIATE AUGMENTED REALITY CONTENT | December 2021 | October 2024 | Allow | 34 | 1 | 0 | No | No |
| 17619159 | Method and Generator for Generating Disturbed Input Data for a Neural Network | December 2021 | March 2025 | Allow | 39 | 2 | 0 | No | No |
| 17618974 | PERSON STATE DETECTION APPARATUS, PERSON STATE DETECTION METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM | December 2021 | October 2024 | Allow | 34 | 1 | 0 | No | No |
| 17619217 | CONVERSION DEVICE, CONVERSION LEARNING DEVICE, CONVERSION METHOD, CONVERSION LEARNING METHOD, CONVERSION PROGRAM, AND CONVERSION LEARNING PROGRAM | December 2021 | January 2025 | Allow | 37 | 1 | 0 | No | No |
| 17537729 | METHOD AND APPARATUS WITH OBJECT POSE ESTIMATION | November 2021 | March 2025 | Allow | 40 | 1 | 0 | Yes | No |
| 17456103 | INTERPRETATION OF RESONANT SENSOR DATA USING MACHINE LEARNING | November 2021 | March 2025 | Abandon | 39 | 2 | 0 | No | No |
| 17606850 | THREE-DIMENSIONAL MEASUREMENT SYSTEM AND THREE-DIMENSIONAL MEASUREMENT METHOD | October 2021 | September 2024 | Allow | 35 | 1 | 0 | No | No |
| 17606976 | FULLY ATTENTIONAL COMPUTER VISION | October 2021 | February 2025 | Allow | 40 | 1 | 0 | No | No |
| 17507801 | METHODS AND APPARATUS FOR AUTOMATICALLY CENSORING, MODIFYING AND/OR CONTROLLING DISTRIBUTION OF IMAGES INCLUDING MULTIPLE PEOPLE | October 2021 | September 2024 | Allow | 35 | 1 | 0 | No | No |
| 17502729 | Differencing Based Self-Supervised Pretraining for Change Detection (D-SSCD) | October 2021 | July 2024 | Allow | 33 | 1 | 0 | No | No |
No appeal data available for this record. This may indicate that no appeals have been filed or decided for applications in this dataset.
Examiner PATEL, PINALBEN V works in Art Unit 2673 and has examined 23 patent applications in our dataset. With an allowance rate of 82.6%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.
Examiner PATEL, PINALBEN V's allowance rate of 82.6% places them in the 56% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by PATEL, PINALBEN V receive 1.35 office actions before reaching final disposition. This places the examiner in the 20% 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 PATEL, PINALBEN V is 37 months. This places the examiner in the 33% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +25.0% benefit to allowance rate for applications examined by PATEL, PINALBEN V. This interview benefit is in the 72% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.
When applicants file an RCE with this examiner, 0.0% of applications are subsequently allowed. This success rate is in the 0% 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 66.7% of cases where such amendments are filed. This entry rate is in the 90% 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 file petitions regarding this examiner's actions, 200.0% are granted (fully or in part). This grant rate is in the 99% 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 22% 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 10.5% of allowed cases (in the 89% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.
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.