Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18592346 | FEATURE EXTRACTION MODEL PROCESSING | February 2024 | February 2026 | Allow | 23 | 0 | 0 | No | No |
| 18569512 | SYSTEM AND METHOD TO DETERMINE AND CONTROL WELLBORE STABILITY | December 2023 | December 2024 | Allow | 12 | 1 | 0 | No | No |
| 18468656 | UNIFIED SIMULTANEOUS OPTICAL FLOW AND DEPTH ESTIMATION | September 2023 | December 2025 | Allow | 27 | 1 | 0 | No | No |
| 18234172 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND NON-TRANSITORY STORAGE MEDIUM | August 2023 | January 2026 | Allow | 30 | 1 | 0 | No | No |
| 18349171 | METHOD FOR AIDING VISUALIZATION OF LESIONS IN MEDICAL IMAGERY AND APPARATUS USING THE SAME | July 2023 | September 2025 | Allow | 26 | 1 | 0 | No | No |
| 18347281 | SYSTEMS AND METHODS FOR DETECTING AND RECOGNIZING A RAILCAR IDENTIFIER | July 2023 | January 2026 | Allow | 31 | 1 | 0 | No | No |
| 18216119 | METHOD AND SYSTEM FOR SCENE GRAPH GENERATION | June 2023 | July 2025 | Allow | 25 | 0 | 0 | No | No |
| 18270222 | OBJECT RECOGNITION METHOD AND APPARATUS, AND DEVICE AND MEDIUM | June 2023 | February 2026 | Allow | 32 | 2 | 0 | No | No |
| 18340113 | METHOD AND SYSTEM FOR SINGLE PASS OPTICAL CHARACTER RECOGNITION | June 2023 | January 2026 | Allow | 31 | 3 | 0 | Yes | No |
| 18268374 | TARGET TRACKING METHOD, TARGET TRACKING SYSTEM AND ELECTRONIC DEVICE | June 2023 | December 2025 | Allow | 30 | 1 | 0 | No | No |
| 18267095 | IMAGE PROCESSING METHOD USING ARTIFICIAL NEURAL NETWORK, AND NEURAL PROCESSING UNIT | June 2023 | January 2026 | Allow | 31 | 1 | 0 | No | No |
| 18333271 | TEXT-BASED INFORMATION EXTRACTION FROM IMAGES | June 2023 | July 2025 | Allow | 25 | 0 | 0 | No | No |
| 18208144 | METHOD AND APPARATUS FOR VIDEO ACTION CLASSIFICATION | June 2023 | December 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18324644 | SYSTEM AND METHOD OF CAPTIONS FOR TRIGGERS | May 2023 | December 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18319896 | Information Extraction Method and Apparatus for Text With Layout | May 2023 | December 2025 | Allow | 31 | 1 | 0 | No | No |
| 18141011 | IMAGE ABNORMALITY DETECTION MODEL TRAINING | April 2023 | November 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18192201 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM | March 2023 | August 2025 | Allow | 29 | 1 | 0 | No | No |
| 18246299 | Method, Apparatus and Device for Extracting Image Features, and Storage Medium | March 2023 | November 2025 | Allow | 32 | 1 | 0 | No | No |
| 18186798 | VIDEO-BASED SURGICAL SKILL ASSESSMENT USING TOOL TRACKING | March 2023 | December 2025 | Allow | 33 | 1 | 0 | No | No |
| 18186528 | DEEP LEARNING BASED VISUAL COMPATIBILITY PREDICTION FOR BUNDLE RECOMMENDATIONS | March 2023 | July 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18118616 | Identifying Unseen Objects From Shared Attributes Of Labeled Data Using Weak Supervision | March 2023 | January 2026 | Allow | 35 | 1 | 0 | No | No |
| 18175993 | SYSTEMS AND METHODS FOR UTILIZING A NEURAL NETWORK MODEL AND TEMPLATES TO GENERATE AN IMAGE CAPTION | February 2023 | May 2025 | Allow | 26 | 0 | 0 | No | No |
| 18023647 | METHOD AND DEVICE FOR CLASSIFYING TARGETS | February 2023 | October 2025 | Allow | 31 | 1 | 0 | No | No |
| 18113785 | SYSTEMS AND METHODS FOR DETECTING OBJECTS BASED ON LIDAR DATA | February 2023 | January 2026 | Allow | 35 | 2 | 0 | Yes | No |
| 18022523 | OBJECT RECOGNITION PROCESSING METHOD, PROCESSING APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | February 2023 | August 2025 | Allow | 29 | 1 | 0 | No | No |
| 18168917 | MACHINE LEARNING APPROACH FOR RADIOGRAPHIC NON-DESTRUCTIVE TESTING | February 2023 | November 2025 | Abandon | 33 | 1 | 0 | No | No |
| 18108780 | IMAGE CLASSIFICATION METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | February 2023 | August 2025 | Allow | 30 | 1 | 0 | No | No |
| 18163389 | METHOD AND RELATED DEVICE FOR BOARD WRITING EXTRACTION | February 2023 | September 2025 | Allow | 31 | 1 | 0 | No | No |
| 18105219 | DETECTING, IDENTIFYING, AND TRACKING OBJECTS BASED UPON A TENSOR WITH SPARSELY COMPUTED NON-ZERO VALUES | February 2023 | August 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18017660 | SEQUENCE RECOGNITION METHOD AND APPARATUS, IMAGE PROCESSING DEVICE, AND STORAGE MEDIUM | January 2023 | September 2025 | Allow | 32 | 2 | 0 | No | No |
| 18155998 | CHARACTER STRING PATTERN MATCHING USING MACHINE LEARNING | January 2023 | February 2026 | Allow | 37 | 3 | 0 | Yes | No |
| 18016124 | ALIGNING ENTITIES USING NEURAL NETWORKS | January 2023 | August 2025 | Allow | 31 | 1 | 0 | No | No |
| 18095643 | ARTIFICIAL INTELLIGENCE PIXEL SENSOR SYSTEMS AND METHODS | January 2023 | August 2025 | Allow | 31 | 1 | 0 | No | No |
| 18092005 | METHOD, APPARATUS, AND SYSTEM FOR CHARACTER RECOGNITION USING CONTEXT | December 2022 | June 2025 | Allow | 30 | 1 | 0 | No | No |
| 18091126 | METHOD FOR RECOGNIZING ILLUMINATION STATE OF TRAFFIC LIGHTS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | December 2022 | August 2025 | Allow | 32 | 1 | 0 | No | No |
| 18089637 | COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING METHOD | December 2022 | October 2025 | Abandon | 33 | 1 | 0 | No | No |
| 18069872 | SEARCH DEVICE, SEARCH SYSTEM, SEARCH METHOD, AND STORAGE MEDIUM | December 2022 | May 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18012137 | RECOGNIZER LEARNING DEVICE, RECOGNIZER LEARNING METHOD, AND RECOGNIZER LEARNING PROGRAM | December 2022 | October 2025 | Abandon | 33 | 1 | 0 | No | No |
| 18068149 | METHOD AND DEVICE FOR RECOGNIZING TEXT, AND METHOD AND DEVICE FOR TRAINING TEXT RECOGNITION MODEL | December 2022 | August 2025 | Abandon | 32 | 1 | 0 | No | No |
| 18001690 | METHOD, COMPUTER SYSTEM AND COMPUTER PROGRAM PRODUCT FOR IMPROVED TABLE PROCESSING | December 2022 | August 2025 | Allow | 32 | 1 | 0 | No | No |
| 18009629 | Subtask Adaptable Neural Network | December 2022 | September 2025 | Allow | 33 | 1 | 0 | No | No |
| 18078164 | Method And Computing System For Travelway Feature Detection And Reporting | December 2022 | November 2025 | Allow | 35 | 2 | 0 | Yes | No |
| 18074204 | Method to Detect Lane Segments for Creating High Definition Maps | December 2022 | January 2026 | Allow | 38 | 3 | 0 | No | No |
| 17993648 | GENERATING GRAPHICAL EXPLANATIONS OF MACHINE LEARNING PREDICTIONS | November 2022 | October 2025 | Allow | 35 | 2 | 0 | Yes | No |
| 18054493 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM | November 2022 | September 2025 | Allow | 35 | 2 | 0 | No | No |
| 18053512 | PROJECTING IMAGES CAPTURED USING FISHEYE LENSES FOR FEATURE DETECTION IN AUTONOMOUS MACHINE APPLICATIONS | November 2022 | August 2024 | Allow | 22 | 3 | 0 | Yes | No |
| 17982208 | SYSTEM AND METHOD FOR SELF-CALIBRATED CONVOLUTION FOR REAL-TIME IMAGE SUPER-RESOLUTION | November 2022 | July 2025 | Allow | 32 | 1 | 0 | No | No |
| 18050525 | PEER-TO-PEER VEHICULAR PROVISION OF ARTIFICIALLY INTELLIGENT TRAFFIC ANALYSIS | October 2022 | September 2025 | Abandon | 35 | 1 | 0 | Yes | No |
| 17921241 | HANDWRITING RECOGNITION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND STORAGE MEDIUM | October 2022 | April 2025 | Allow | 30 | 1 | 0 | No | No |
| 18047659 | OCCLUDED ONCOMING VEHICLES DETECTION SYSTEMS AND METHODS | October 2022 | May 2025 | Allow | 30 | 1 | 0 | No | No |
| 17918670 | METHOD, DEVICE, AND SYSTEM FOR OUTPUTTING DESCRIPTION OF PATENT REFERENCE SIGN | October 2022 | July 2025 | Allow | 33 | 1 | 0 | No | No |
| 17960680 | USER SWITCHING DETECTION DURING ROBOTIC SURGERIES USING DEEP LEARNING | October 2022 | May 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17931906 | HANDWRITING TEXT RECOGNITION SYSTEM BASED ON NEURAL NETWORK | September 2022 | March 2025 | Allow | 30 | 1 | 0 | No | No |
| 17942858 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, COMPUTER PROGRAM PRODUCT, AND RECORDING MEDIUM | September 2022 | April 2025 | Allow | 31 | 1 | 0 | No | No |
| 17929405 | ENRICHING LATER-IN-TIME FEATURE MAPS USING EARLIER-IN-TIME FEATURE MAPS | September 2022 | July 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17821247 | OPTICAL CHARACTER RECOGNITION FILTERING | August 2022 | January 2026 | Allow | 41 | 3 | 0 | Yes | No |
| 17887580 | CAMERA-ONLY-LOCALIZATION IN SPARSE 3D MAPPED ENVIRONMENTS | August 2022 | April 2024 | Allow | 20 | 1 | 0 | No | No |
| 17904160 | SUPER RESOLUTION MACHINE LEARNING MODEL FOR SEISMIC VISUALIZATION GENERATION | August 2022 | January 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 17880333 | DETECTION RESULT ANALYSIS DEVICE, DETECTION RESULT ANALYSIS METHOD, AND COMPUTER READABLE MEDIUM | August 2022 | April 2025 | Allow | 32 | 2 | 0 | No | No |
| 17816940 | Neural Network Architecture for Classifying Documents | August 2022 | March 2025 | Allow | 31 | 1 | 0 | No | No |
| 17816787 | SYSTEM AND METHOD OF DUAL-PIXEL IMAGE SYNTHESIS AND IMAGE BACKGROUND MANIPULATION | August 2022 | May 2025 | Allow | 33 | 1 | 0 | No | No |
| 17871261 | ENHANCED OPTICAL CHARACTER RECOGNITION (OCR) IMAGE SEGMENTATION SYSTEM AND METHOD | July 2022 | August 2024 | Allow | 25 | 1 | 0 | No | No |
| 17813963 | IMAGE CONVOLUTION METHOD IN HYPERBOLIC SPACE | July 2022 | May 2025 | Allow | 34 | 1 | 0 | No | No |
| 17863567 | WIRELESS TRANSMITTER IDENTIFICATION IN VISUAL SCENES | July 2022 | February 2026 | Allow | 43 | 3 | 1 | No | No |
| 17851729 | METHOD, APPARATUS, ELECTRONIC DEVICE AND COMPUTER READABLE STORAGE MEDIUM FOR IMAGE SEARCHING | June 2022 | January 2024 | Abandon | 18 | 4 | 0 | Yes | No |
| 17836926 | OBJECT DETECTION METHOD, OBJECT DETECTION DEVICE, TERMINAL DEVICE, AND MEDIUM | June 2022 | February 2025 | Allow | 32 | 1 | 0 | No | No |
| 17805828 | METHOD AND APPARATUS FOR SCENE SEGMENTATION FOR THREE-DIMENSIONAL SCENE RECONSTRUCTION | June 2022 | January 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 17660815 | SYNCHRONIZATION DEVICE, SYNCHRONIZATION METHOD, AND NON-TRANSITORY TANGIBLE COMPUTER READABLE STORAGE MEDIUM | April 2022 | March 2025 | Allow | 35 | 2 | 0 | Yes | No |
| 17727810 | METHOD AND SYSTEM FOR REMOTE SHARING THREE DIMENSIONAL SPACE ANNOTATION TRAJECTORY | April 2022 | June 2025 | Allow | 38 | 2 | 0 | No | No |
| 17770192 | Facial Skin Detection Method and Apparatus | April 2022 | July 2025 | Abandon | 39 | 2 | 0 | No | No |
| 17723279 | IMAGE RECOGNITION METHOD, APPARATUS, TERMINAL, AND STORAGE MEDIUM | April 2022 | February 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 17714648 | METHOD AND APPARATUS FOR INSPECTING A COMPOSITE ASSEMBLY | April 2022 | January 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17765558 | A METHOD AND APPARATUS FOR ENCODING, TRANSMITTING AND DECODING VOLUMETRIC VIDEO | March 2022 | July 2025 | Allow | 40 | 3 | 0 | No | No |
| 17657040 | Mapping a Vehicle Environment | March 2022 | February 2025 | Allow | 35 | 1 | 0 | No | No |
| 17656796 | MACHINE LEARNING BASED IMAGE CALIBRATION USING DENSE FIELDS | March 2022 | November 2024 | Allow | 31 | 0 | 0 | No | No |
| 17699056 | IMAGE ANALYSIS METHOD, IMAGE ANALYSIS APPARATUS, AND IMAGE ANALYSIS SYSTEM | March 2022 | May 2025 | Allow | 38 | 2 | 0 | Yes | No |
| 17698632 | IMAGE PROCESSING-BASED FOREIGN SUBSTANCE DETECTION METHOD IN WIRELESS CHARGING SYSTEM AND DEVICE PERFORMING METHOD | March 2022 | November 2024 | Allow | 32 | 1 | 0 | Yes | No |
| 17696050 | TRACKING OF MULTIPLE OBJECTS USING NEURAL NETWORKS, LOCAL MEMORIES, AND A SHARED MEMORY | March 2022 | October 2024 | Allow | 31 | 1 | 0 | No | No |
| 17641823 | VIDEO CLASSIFICATION METHOD, DEVICE AND SYSTEM | March 2022 | December 2024 | Abandon | 33 | 1 | 0 | No | No |
| 17650931 | IDENTIFICATION AND TRACKING OF INTERNET MEMES | February 2022 | July 2023 | Allow | 17 | 2 | 0 | No | No |
| 17667151 | HYPERSPECTRAL IMAGE COMPRESSION USING A FEATURE EXTRACTION MODEL | February 2022 | November 2024 | Allow | 33 | 1 | 0 | No | No |
| 17587689 | IMAGE CLASSIFICATION METHOD AND APPARATUS | January 2022 | October 2024 | Allow | 33 | 1 | 0 | No | No |
| 17628394 | BLOOD VESSEL WALL THICKNESS ESTIMATION METHOD, BLOOD VESSEL WALL THICKNESS ESTIMATION DEVICE, AND BLOOD VESSEL WALL THICKNESS ESTIMATION SYSTEM | January 2022 | October 2024 | Allow | 33 | 1 | 0 | No | No |
| 17647385 | Detection of a scooter parking status through a dynamic classification model | January 2022 | November 2024 | Abandon | 35 | 1 | 0 | No | No |
| 17647388 | METHOD AND APPARATUS OF EVALUATING QUALITY OF WAFER OR SINGLE CRYSTAL INGOT | January 2022 | August 2024 | Allow | 32 | 1 | 0 | No | No |
| 17568192 | OBJECT RECOGNITION METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND STORAGE MEDIUM | January 2022 | January 2024 | Allow | 24 | 1 | 0 | No | No |
| 17597371 | IDENTIFYING NEUTROPHIL EXTRACELLULAR TRAPS IN PERIPHERAL BLOOD SMEARS | January 2022 | November 2024 | Allow | 35 | 1 | 0 | No | No |
| 17566135 | METHODS, SYSTEMS, ARTICLES OF MANUFACTURE, AND APPARATUS FOR PROCESSING AN IMAGE USING VISUAL AND TEXTUAL INFORMATION | December 2021 | October 2024 | Allow | 33 | 2 | 0 | Yes | No |
| 17563843 | GRADIENT ADAPTIVE RINGING CONTROL FOR IMAGE RESAMPLING | December 2021 | February 2025 | Allow | 38 | 2 | 0 | No | No |
| 17560491 | MACHINE LEARNING TECHNIQUES FOR DETERMINING PREDICTED SIMILARITY SCORES FOR INPUT SEQUENCES | December 2021 | December 2023 | Allow | 23 | 1 | 0 | Yes | No |
| 17622488 | INFORMATION PROCESSING DEVICE AND METHOD | December 2021 | August 2024 | Allow | 32 | 1 | 0 | No | No |
| 17559641 | DEFECT DETECTION USING NEURAL NETWORKS BASED ON BIOLOGICAL CONNECTIVITY | December 2021 | September 2024 | Abandon | 33 | 1 | 0 | No | No |
| 17560246 | DETECTING OBSTACLE | December 2021 | August 2024 | Allow | 32 | 1 | 0 | No | No |
| 17558693 | COMPUTER-READABLE RECORDING MEDIUM STORING SPECIFYING PROGRAM, SPECIFYING METHOD, AND SPECIFYING DEVICE | December 2021 | August 2024 | Abandon | 32 | 1 | 0 | No | No |
| 17559751 | MULTI-VIEW MULTI-TARGET ACTION RECOGNITION | December 2021 | January 2025 | Allow | 37 | 2 | 0 | No | No |
| 17645366 | REAL-TIME MOTION AND APPEARANCE TRANSFER | December 2021 | September 2024 | Allow | 32 | 1 | 0 | No | No |
| 17621550 | IMAGE ENCODING METHOD AND IMAGE DECODING METHOD | December 2021 | August 2024 | Allow | 32 | 1 | 0 | No | No |
| 17558410 | MACHINE LEARNING BASED REMOTE MONITORING OF MOVEABLE OBJECTS USING SENSOR DATA | December 2021 | July 2024 | Allow | 31 | 1 | 0 | No | No |
| 17552762 | METHOD AND SYSTEM FOR TRAINING NEURAL NETWORK FOR ENTITY DETECTION | December 2021 | May 2024 | Allow | 29 | 2 | 0 | No | No |
| 17547380 | KEYBOARD FILE VERIFICATION METHOD BASED ON IMAGE PROCESSING | December 2021 | May 2024 | Allow | 30 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LIU, XIAO.
With a 33.3% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success 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, 25.0% 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 show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner LIU, XIAO works in Art Unit 2664 and has examined 210 patent applications in our dataset. With an allowance rate of 89.5%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 30 months.
Examiner LIU, XIAO's allowance rate of 89.5% places them in the 72% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by LIU, XIAO receive 1.53 office actions before reaching final disposition. This places the examiner in the 27% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.
The median time to disposition (half-life) for applications examined by LIU, XIAO is 30 months. This places the examiner in the 60% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +12.4% benefit to allowance rate for applications examined by LIU, XIAO. 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, 41.3% of applications are subsequently allowed. This success rate is in the 93% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.
This examiner enters after-final amendments leading to allowance in 60.3% of cases where such amendments are filed. This entry rate is in the 86% 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 11% 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 40.0% of appeals filed. This is in the 7% 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, 120.0% are granted (fully or in part). This grant rate is in the 95% 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 21% 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 28% percentile). This examiner issues Quayle actions less often than average. Allowances may 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.