Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18733876 | CLASSIFICATION METHOD BASED ON SKELETON LINES FOR MAP BUILDING SHAPES | June 2024 | August 2024 | Allow | 2 | 0 | 0 | No | No |
| 18733482 | METHOD AND APPARATUS FOR AUGMENTING DATA OF THREE-DIMENSIONAL IMAGE, ELECTRONIC DEVICE AND STORAGE MEDIUM | June 2024 | July 2024 | Allow | 1 | 0 | 0 | No | No |
| 18504809 | DEFECT DETECTION OF A COMPONENT IN AN ASSEMBLY | November 2023 | May 2024 | Allow | 6 | 0 | 0 | No | No |
| 18469506 | AUTONOMOUS WELDING ROBOTS | September 2023 | April 2024 | Allow | 7 | 0 | 0 | No | No |
| 18359821 | METHOD FOR GENERATING A 3D PHYSICAL MODEL OF A PATIENT SPECIFIC ANATOMIC FEATURE FROM 2D MEDICAL IMAGES | July 2023 | October 2023 | Allow | 3 | 0 | 0 | No | No |
| 18225457 | APPARATUS AND METHOD FOR LOOP PLATING | July 2023 | April 2024 | Allow | 9 | 1 | 0 | Yes | No |
| 18356544 | CHARACTERIZATION PLATFORM FOR SCALABLE, SPATIALLY-RESOLVED MULTISPECTRAL ANALYSIS OF TISSUE | July 2023 | February 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18212350 | SELECTIVE USAGE OF PRODUCT MODELS | June 2023 | January 2024 | Allow | 7 | 0 | 0 | No | No |
| 18333874 | MEANS FOR USING MICROSTRUCTURE OF MATERIALS SURFACE AS A UNIQUE IDENTIFIER | June 2023 | May 2024 | Allow | 11 | 1 | 0 | No | No |
| 18324536 | METHODS AND SYSTEMS FOR DETERMINING THE AUTHENTICITY OF AN IDENTITY DOCUMENT | May 2023 | September 2023 | Allow | 3 | 1 | 0 | No | No |
| 18321547 | METHODS AND SYSTEMS FOR IMAGE PROCESSING | May 2023 | June 2024 | Allow | 13 | 1 | 0 | No | No |
| 18197463 | DEEP INTERACTIVE LEARNING FOR IMAGE SEGMENTATION MODELS | May 2023 | March 2024 | Allow | 10 | 1 | 0 | No | No |
| 18144045 | OPEN-VOCABULARY OBJECT DETECTION IN IMAGES | May 2023 | July 2023 | Allow | 2 | 0 | 0 | No | No |
| 18302745 | METHOD FOR CLASSIFYING HYPERSPECTRAL IMAGES ON BASIS OF ADAPTIVE MULTI-SCALE FEATURE EXTRACTION MODEL | April 2023 | July 2023 | Allow | 3 | 0 | 0 | No | No |
| 18110415 | SYSTEMS AND METHODS FOR GENERATING ENCODED REPRESENTATIONS FOR MULTIPLE MAGNIFICATIONS OF IMAGE DATA | February 2023 | February 2024 | Allow | 12 | 1 | 0 | No | No |
| 18150112 | METHOD FOR GENERATING A 3D PHYSICAL MODEL OF A PATIENT SPECIFIC ANATOMIC FEATURE FROM 2D MEDICAL IMAGES | January 2023 | March 2023 | Allow | 2 | 0 | 0 | No | No |
| 18150171 | LICENSE PLATE DETECTION AND RECOGNITION SYSTEM | January 2023 | May 2023 | Allow | 5 | 0 | 0 | No | No |
| 18149036 | DEVICES, METHODS, AND GRAPHICAL USER INTERFACES FOR ANALYZING, LABELING, AND MANAGING LAND IN A GEOSPATIAL PLATFORM | December 2022 | August 2023 | Allow | 8 | 2 | 0 | No | No |
| 18146203 | DEFECT DETECTION OF A COMPONENT IN AN ASSEMBLY | December 2022 | August 2023 | Allow | 7 | 0 | 0 | No | No |
| 18074187 | SYSTEM AND METHOD FOR CLASSIFICATION OF AMBIGUOUS OBJECTS | December 2022 | June 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 17994775 | IDENTIFYING PRODUCT METADATA FROM AN ITEM IMAGE | November 2022 | May 2023 | Allow | 5 | 0 | 0 | No | No |
| 17989234 | AUTOMATIC LABELING OF PRODUCTS VIA EXPEDITED CHECKOUT SYSTEM | November 2022 | August 2023 | Allow | 9 | 1 | 0 | No | No |
| 18052156 | ASSESSING PLAYER PERFORMANCE IN A SPORT USING A GRAPHICAL USER INTERFACE | November 2022 | July 2023 | Allow | 8 | 0 | 0 | No | No |
| 17965355 | INFRARED THERMAL IMAGE CLASSIFICATION AND HOT SPOT POSITIONING METHOD OF PHOTOVOLTAIC PANEL | October 2022 | January 2023 | Allow | 3 | 0 | 0 | No | No |
| 17955060 | Systems for Cell Sorting Based on Frequency-Encoded Images and Methods of Use Thereof | September 2022 | December 2023 | Allow | 14 | 1 | 0 | No | No |
| 17944440 | Surveillance Camera Upgrade via Removable Media having Deep Learning Accelerator and Random Access Memory | September 2022 | April 2024 | Allow | 19 | 3 | 0 | Yes | No |
| 17902748 | AUTONOMOUS WELDING ROBOTS | September 2022 | March 2023 | Allow | 6 | 1 | 0 | Yes | No |
| 17821481 | METHOD AND SYSTEM FOR IMAGE PROCESSING | August 2022 | June 2023 | Allow | 10 | 1 | 0 | No | No |
| 17889801 | TECHNIQUES FOR IMAGE CONTENT EXTRACTION | August 2022 | November 2022 | Allow | 3 | 0 | 0 | No | No |
| 17863678 | Tray Inserts and Image Quality, Systems, Methods and Algorithms for Quantifying Tray's Impact Using the Same | July 2022 | March 2023 | Allow | 8 | 0 | 0 | No | No |
| 17859673 | Method, apparatus and program | July 2022 | November 2023 | Allow | 16 | 2 | 0 | No | No |
| 17855469 | GENERALIZABLE KEY-VALUE SET EXTRACTION FROM DOCUMENTS USING MACHINE LEARNING MODELS | June 2022 | May 2023 | Allow | 10 | 1 | 1 | No | No |
| 17825738 | Medical Testing Apparatus | May 2022 | February 2023 | Allow | 9 | 1 | 0 | No | No |
| 17739373 | COMPARING PLANOGRAM COMPLIANCE TO CHECKOUT DATA | May 2022 | March 2023 | Allow | 10 | 0 | 0 | No | No |
| 17739430 | FIBER TRACKING AND SEGMENTATION | May 2022 | June 2023 | Allow | 13 | 1 | 0 | No | No |
| 17661929 | DETECTING CHANGES OF ITEMS HANGING ON PEG-HOOKS | May 2022 | February 2023 | Allow | 9 | 0 | 0 | No | No |
| 17735792 | Dose reduction for medical imaging using deep convolutional neural networks | May 2022 | June 2023 | Allow | 14 | 1 | 0 | No | No |
| 17771602 | METHOD FOR RECOGNIZING SEAWATER POLLUTED AREA BASED ON HIGH-RESOLUTION REMOTE SENSING IMAGE AND DEVICE | April 2022 | July 2023 | Allow | 15 | 0 | 0 | No | No |
| 17714681 | Methods And Apparatus For Machine Learning To Analyze Musculo-Skeletal Rehabilitation From Images | April 2022 | January 2024 | Allow | 21 | 1 | 0 | No | No |
| 17714875 | Spectral Unmixing of Fluorescence Imaging Using Radiofrequency-Multiplexed Excitation Data | April 2022 | November 2022 | Allow | 8 | 0 | 0 | No | No |
| 17710434 | OPTIMAL REAL WORLD PHOTO SELECTION BY NON-PROFESSIONALS | March 2022 | December 2022 | Allow | 8 | 0 | 0 | No | No |
| 17708370 | METHOD FOR IDENTIFYING ENTITY DATA IN A DATA SET | March 2022 | June 2023 | Allow | 14 | 2 | 0 | No | No |
| 17704894 | ELECTRONIC DEVICE FOR PREDICTING POSE AND OPERATING METHOD THEREOF | March 2022 | June 2024 | Allow | 27 | 0 | 0 | No | No |
| 17656189 | METHOD FOR GENERATING A 3D PHYSICAL MODEL OF A PATIENT SPECIFIC ANATOMIC FEATURE FROM 2D MEDICAL IMAGES | March 2022 | September 2022 | Allow | 6 | 1 | 0 | No | No |
| 17691577 | MULTIPLE GEOREFERENCED AERIAL IMAGE CROP ANALYSIS AND SYNTHESIS | March 2022 | February 2023 | Allow | 11 | 1 | 0 | No | No |
| 17680027 | AUTONOMOUS WELDING ROBOTS | February 2022 | July 2022 | Allow | 5 | 1 | 1 | Yes | No |
| 17591769 | ROBOT INTEGRATED SEGMENTAL TRACKING | February 2022 | May 2024 | Allow | 27 | 0 | 0 | No | No |
| 17649766 | ENCRYPTED SECURITIZED DATABASES FOR DEVICES AND SYSTEMS THAT MEASURE, QUANTIFY, COMPARE, PACKAGE, AND CAPTURE DATA | February 2022 | April 2022 | Allow | 3 | 0 | 0 | No | No |
| 17585603 | COLOR CORRECTION METHOD AND IMAGE CORRECTION APPARATUS | January 2022 | August 2023 | Allow | 19 | 1 | 0 | No | No |
| 17628140 | PINPOINTING SINGLE MOLECULE POSITIONS WITH IN SITU POINT SPREAD FUNCTION RETRIEVAL FOR THREE DIMENSIONAL NANOSCOPY OF WHOLE CELLS AND TISSUES | January 2022 | February 2024 | Allow | 25 | 0 | 0 | No | No |
| 17577857 | IMAGE DEHAZING METHOD, APPARATUS, AND DEVICE, AND COMPUTER STORAGE MEDIUM | January 2022 | October 2023 | Allow | 21 | 1 | 0 | No | No |
| 17578127 | DEMOSAICING CIRCUIT FOR DEMOSAICING QUAD BAYER RAW IMAGE DATA | January 2022 | October 2023 | Allow | 21 | 1 | 0 | No | No |
| 17575029 | IMAGE PROCESSING APPARATUS FOR PROCESSING CAPTURED IMAGE, METHOD THEREFOR, AND STORAGE MEDIUM | January 2022 | October 2023 | Allow | 21 | 1 | 0 | No | No |
| 17626096 | METHOD FOR DETERMINING LINE-OF-SIGHT, METHOD FOR PROCESSING VIDEO, DEVICE, AND STORAGE MEDIUM | January 2022 | March 2024 | Allow | 26 | 0 | 0 | No | No |
| 17622723 | DEVICE, PROCESS AND SYSTEM FOR DIAGNOSING AND TRACKING OF THE DEVELOPMENT OF THE SPINAL ALIGNMENT OF A PERSON | December 2021 | April 2024 | Allow | 27 | 0 | 0 | No | No |
| 17558829 | APPARATUS AND METHOD OF PROVIDING PARAMETER ESTIMATION | December 2021 | September 2023 | Allow | 21 | 1 | 0 | Yes | No |
| 17550422 | OPEN DATA BIOMETRIC IDENTITY VALIDATION | December 2021 | February 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17550852 | MACHINE LEARNING-BASED SELECTION OF A REPRESENTATIVE VIDEO FRAME WITHIN A MESSAGING APPLICATION | December 2021 | February 2024 | Allow | 26 | 0 | 0 | No | No |
| 17615457 | ORGAN CLASSIFICATION SYSTEM AND METHOD | November 2021 | April 2024 | Allow | 29 | 1 | 0 | No | No |
| 17534693 | SYSTEMS AND METHODS FOR GENERATING ENCODED REPRESENTATIONS FOR MULTIPLE MAGNIFICATIONS OF IMAGE DATA | November 2021 | November 2022 | Allow | 12 | 1 | 0 | No | No |
| 17529836 | METHOD FOR PROPERTY FEATURE SEGMENTATION | November 2021 | February 2023 | Allow | 15 | 1 | 0 | No | No |
| 17529042 | SYSTEMS AND METHODS FOR CHARACTERIZING OBJECT POSE DETECTION AND MEASUREMENT SYSTEMS | November 2021 | October 2022 | Allow | 11 | 0 | 0 | No | No |
| 17611673 | METHOD AND DEVICE FOR IDENTIFYING VIDEO | November 2021 | January 2024 | Allow | 26 | 0 | 0 | No | No |
| 17454645 | DYNAMIC NON-LINEAR INTERPOLATION OF LATENT VECTORS FOR SEMANTIC FACE EDITING | November 2021 | June 2024 | Allow | 31 | 1 | 1 | No | No |
| 17523989 | METHOD FOR CALCULATING A DENSITY OF STEM CELLS IN A CELL IMAGE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | November 2021 | August 2024 | Allow | 33 | 1 | 0 | No | No |
| 17522533 | OPTIMAL PHOTO SELECTION | November 2021 | March 2022 | Allow | 4 | 0 | 0 | No | No |
| 17609948 | Image Processing Method and Apparatus, and Device | November 2021 | February 2024 | Allow | 27 | 0 | 0 | No | No |
| 17516883 | METHOD AND APPARATUS FOR GENERATING TRAINING SAMPLE OF SEMANTIC SEGMENTATION MODEL, STORAGE MEDIUM, AND ELECTRONIC DEVICE | November 2021 | January 2024 | Allow | 26 | 0 | 0 | No | No |
| 17516255 | DEEP INTERACTIVE LEARNING FOR IMAGE SEGMENTATION MODELS | November 2021 | February 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17515312 | METHOD AND APPARATUS FOR TRAINING IMAGE RECOGNITION MODEL, AND IMAGE RECOGNITION METHOD AND APPARATUS | October 2021 | December 2023 | Allow | 26 | 0 | 0 | No | No |
| 17515230 | DEEP-LEARNING BASED TEXT CORRECTION METHOD AND APPARATUS | October 2021 | June 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17512080 | PROCESS FOR DETECTION OF THE PRESENCE OF AN OBJECT IN A FIELD OF VISION OF A FLIGHT TIME SENSOR | October 2021 | April 2024 | Allow | 30 | 1 | 0 | No | No |
| 17508001 | LIVENESS TEST METHOD AND APPARATUS | October 2021 | December 2023 | Allow | 26 | 1 | 0 | No | No |
| 17503838 | SYSTEMS AND METHODS FOR IMPROVING ACCURACY OF IDENTIFYING OBSERVATIONS BASED ON IMAGES AND RISK ASSESSMENT TECHNIQUES USING SUCH DETERMINATIONS | October 2021 | February 2024 | Allow | 28 | 0 | 0 | No | No |
| 17502017 | Method and Apparatus for Data Structuring of Text | October 2021 | March 2024 | Allow | 29 | 1 | 0 | No | No |
| 17496033 | MOBILE WORK MACHINE CONTROL SYSTEM WITH TERRAIN IMAGE ANALYSIS | October 2021 | January 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17494937 | IMAGE CORRECTION DEVICE | October 2021 | October 2023 | Allow | 24 | 1 | 0 | No | No |
| 17493611 | FAST, EMBEDDED, HYBRID VIDEO FACE RECOGNITION SYSTEM | October 2021 | April 2023 | Abandon | 18 | 1 | 0 | No | No |
| 17491183 | METHOD FOR GENERATING A 3D PHYSICAL MODEL OF A PATIENT SPECIFIC ANATOMIC FEATURE FROM 2D MEDICAL IMAGES | September 2021 | November 2021 | Allow | 2 | 0 | 0 | No | No |
| 17600328 | IMAGE PROCESSING METHOD, IMAGE PROCESSING DEVICE, AND COMPUTER DEVICE | September 2021 | March 2024 | Allow | 30 | 1 | 0 | No | No |
| 17598602 | DENTAL IMAGE REGISTRATION DEVICE AND METHOD | September 2021 | August 2023 | Allow | 23 | 1 | 0 | No | No |
| 17481625 | STRUCTURAL RECTAL ATLAS DEFORMATION FEATURES FOR CHARACTERIZING INTRA-WALL AND PERI-WALL CHEMORADIATION RESPONSE ON MAGNETIC RESONANCE IMAGING (MRI) | September 2021 | June 2023 | Allow | 21 | 0 | 0 | No | No |
| 17439171 | PROCESSING A POINT CLOUD | September 2021 | May 2024 | Allow | 32 | 1 | 0 | No | No |
| 17473526 | Methods And Apparatus For Machine Learning To Analyze Musculo-Skeletal Rehabilitation From Images | September 2021 | January 2022 | Allow | 4 | 0 | 0 | No | No |
| 17446618 | SYSTEMS AND METHODS FOR MAPPING BASED ON MULTI-JOURNEY DATA | August 2021 | June 2023 | Allow | 21 | 0 | 0 | No | No |
| 17408698 | SYSTEM AND METHOD FOR A DIGITAL CONSUMER MEDICAL WALLET AND STOREHOUSE | August 2021 | October 2023 | Allow | 25 | 1 | 0 | No | No |
| 17399599 | GROUND HEIGHT-MAP BASED ELEVATION DE-NOISING | August 2021 | June 2024 | Abandon | 35 | 2 | 0 | Yes | No |
| 17397470 | TECHNIQUES FOR IMAGE CONTENT EXTRACTION | August 2021 | November 2021 | Allow | 4 | 0 | 0 | No | No |
| 17396499 | HAZARD RECOGNITION | August 2021 | March 2023 | Allow | 20 | 1 | 0 | No | No |
| 17387866 | METHOD FOR TRACKING AND MAINTAINING INVENTORY IN A STORE | July 2021 | April 2023 | Abandon | 20 | 1 | 0 | No | No |
| 17384585 | Secure Messaging in a Machine Learning Blockchain Network | July 2021 | October 2022 | Allow | 15 | 0 | 0 | No | No |
| 17379664 | DARK IMAGE ENHANCEMENT | July 2021 | November 2023 | Allow | 28 | 1 | 0 | No | No |
| 17379425 | Method for Identifying Still Objects from Video | July 2021 | October 2023 | Allow | 26 | 1 | 0 | No | No |
| 17365693 | TRAY INSERTS AND IMAGE QUALITY, SYSTEMS, METHODS AND ALGORITHM FOR QUANTIFYING TRAY'S IMPACT USING THE SAME | July 2021 | April 2022 | Allow | 9 | 0 | 0 | No | No |
| 17364038 | PERCEPTION-BASED AUTONOMOUS LANDING FOR AIRCRAFT | June 2021 | June 2023 | Allow | 23 | 0 | 0 | No | No |
| 17357554 | Selecting Available Assignments for Users Based on Mobile Computing Devices of the Users | June 2021 | January 2022 | Allow | 7 | 1 | 0 | No | No |
| 17354785 | Devices and Systems that Measure, Quantify, Compare, Package, and Capture Human Content in Databases | June 2021 | January 2022 | Allow | 7 | 1 | 0 | Yes | No |
| 17343585 | IMAGE NOISE REDUCTION METHOD AND DEVICE | June 2021 | November 2023 | Allow | 29 | 1 | 0 | No | No |
| 17339207 | PARTITIONING OF PORES AND THROATS IN 2D AND 3D DIGITAL TOMOGRAPHIC REPRESENTATIONS | June 2021 | November 2023 | Allow | 30 | 1 | 0 | No | No |
| 17336134 | METHOD FOR PROPERTY FEATURE SEGMENTATION | June 2021 | August 2021 | Allow | 3 | 0 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LIEW, ALEX KOK SOON.
With a 50.0% 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, 55.0% 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.
✓ 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 is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner LIEW, ALEX KOK SOON works in Art Unit 2668 and has examined 903 patent applications in our dataset. With an allowance rate of 91.5%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 22 months.
Examiner LIEW, ALEX KOK SOON's allowance rate of 91.5% places them in the 75% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by LIEW, ALEX KOK SOON receive 1.18 office actions before reaching final disposition. This places the examiner in the 19% 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 LIEW, ALEX KOK SOON is 22 months. This places the examiner in the 80% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +3.4% benefit to allowance rate for applications examined by LIEW, ALEX KOK SOON. This interview benefit is in the 24% 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, 37.0% of applications are subsequently allowed. This success rate is in the 81% 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 65.0% 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, 50.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 42% 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 58.3% of appeals filed. This is in the 27% percentile among all examiners. Of these withdrawals, 42.9% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 54.8% are granted (fully or in part). This grant rate is in the 69% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.
Examiner's Amendments: This examiner makes examiner's amendments in 0.1% of allowed cases (in the 46% percentile). This examiner makes examiner's amendments less often than average. You may need to make most claim amendments yourself.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.7% of allowed cases (in the 53% 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.