Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19319833 | MULTIMODAL CONTEXTUAL DIAGNOSTICS AND LIVE MASKING | September 2025 | October 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18752176 | VISION-BASED HAND GRIP RECOGNITION METHOD AND SYSTEM FOR INDUSTRIAL ERGONOMICS RISK IDENTIFICATION | June 2024 | March 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18650660 | VEHICLE LOCALIZATION BASED ON LANE TEMPLATES | April 2024 | October 2025 | Allow | 18 | 3 | 0 | Yes | No |
| 18631897 | Barmaster Automated Order System Using Scale and Biometrics | April 2024 | February 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18630234 | SPOOFING ATTACK DETECTION | April 2024 | April 2025 | Allow | 12 | 1 | 0 | No | No |
| 18611671 | IMAGE PROCESSING DEVICE, IMAGING APPARATUS, IMAGE PROCESSING METHOD, AND IMAGE PROCESSING PROGRAM | March 2024 | February 2026 | Allow | 23 | 0 | 0 | No | No |
| 18609006 | PREDICTIVE CODING OF POINT CLOUDS USING MULTIPLE FRAMES OF REFERENCES | March 2024 | February 2025 | Allow | 11 | 1 | 0 | No | No |
| 18564052 | FELINE COMFORT LEVEL CLASSIFICATION SYSTEM AND METHOD | November 2023 | March 2026 | Allow | 27 | 1 | 0 | No | No |
| 18481732 | AUTONOMOUS VEHICLE OBJECT DETECTION | October 2023 | September 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18476881 | GENERATION OF DOMAIN-SPECIFIC IMAGES FOR TRAINING OPTICAL CHARACTER RECOGNITION (OCR) MACHINE LEARNING MODEL | September 2023 | January 2026 | Allow | 28 | 1 | 0 | No | No |
| 18371838 | INDIVIDUAL PLANT RECOGNITION AND LOCALIZATION | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18549256 | DEEP LEARNING IMAGE CLASSIFICATION ORIENTED TO HETEROGENEOUS COMPUTING DEVICE | September 2023 | December 2023 | Allow | 3 | 0 | 0 | Yes | No |
| 18457855 | VISION-BASED HAND GRIP RECOGNITION METHOD AND SYSTEM FOR INDUSTRIAL ERGONOMICS RISK IDENTIFICATION | August 2023 | April 2024 | Allow | 8 | 2 | 0 | Yes | No |
| 18235546 | SIX-DIMENSIONAL OPTICAL POSITION SENSOR | August 2023 | March 2024 | Allow | 7 | 2 | 0 | Yes | No |
| 18276214 | ESTIMATION DEVICE, ESTIMATION METHOD, AND STORAGE MEDIUM | August 2023 | March 2026 | Allow | 31 | 1 | 0 | No | No |
| 18230775 | COARSE-TO-FINE ATTENTION NETWORKS FOR LIGHT SIGNAL DETECTION AND RECOGNITION | August 2023 | July 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18359018 | ROBOTIC NAVIGATION OF ROBOTIC SURGICAL SYSTEMS | July 2023 | August 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18262862 | Dog Nose Print Recognition Method and System | July 2023 | February 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18350354 | Low- And High-Fidelity Classifiers Applied To Road-Scene Images | July 2023 | April 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18257127 | PULSE DETECTION DEVICE AND PULSE DETECTION METHOD | June 2023 | March 2026 | Allow | 33 | 1 | 0 | Yes | No |
| 18321014 | VEHICLE VISION SYSTEM WITH OBJECT DETECTION FAILSAFE | May 2023 | March 2024 | Allow | 10 | 0 | 0 | Yes | No |
| 18144769 | METHOD OF DETERMINING DEGREE OF CONGESTION OF COMPARTMENT, ELECTRONIC DEVICE AND STORAGE MEDIUM | May 2023 | September 2025 | Allow | 29 | 0 | 0 | Yes | No |
| 18144701 | APPARATUS, SYSTEMS AND METHODS FOR CLASSIFYING DIGITAL IMAGES | May 2023 | November 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18311612 | ROBUST INTERSECTION RIGHT-OF-WAY DETECTION USING ADDITIONAL FRAMES OF REFERENCE | May 2023 | December 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18034013 | IMAGE RECOGNITION METHOD AND APPARATUS BASED ON SYSTOLIC ARRAY, AND MEDIUM | April 2023 | July 2023 | Allow | 3 | 0 | 0 | No | No |
| 18128553 | AUTOMATED ESTIMATION OF NEEDED RESOURCES RELATED TO LABELING A LABELING SERVICE WITHIN A SERVICE PROVIDER NETWORK | March 2023 | May 2025 | Allow | 26 | 0 | 0 | Yes | No |
| 18247289 | INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD | March 2023 | September 2025 | Allow | 30 | 1 | 0 | No | No |
| 18122419 | CONTROL SYSTEM, CONTROL METHOD, AND STORAGE MEDIUM | March 2023 | November 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18181502 | NEURAL NETWORK TRACING ARRANGEMENTS | March 2023 | April 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18116602 | METHOD OF TRAINING IMAGE REPRESENTATION MODEL | March 2023 | July 2025 | Allow | 29 | 0 | 0 | No | No |
| 18023199 | Action Recognition System | February 2023 | October 2025 | Allow | 31 | 1 | 0 | No | No |
| 18021575 | COMPUTER-IMPLEMENTED METHOD FOR ANALYSING THE INTERIOR OF A VEHICLE | February 2023 | July 2025 | Allow | 29 | 2 | 0 | No | No |
| 18168830 | INSTRUCTION POSITION DETECTION DEVICE, INSTRUCTION POSITION DETECTION METHOD, INSTRUCTION POSITION DETECTION PROGRAM, AND PROJECTION SYSTEM | February 2023 | July 2025 | Allow | 29 | 0 | 0 | Yes | No |
| 18107196 | AUTHENTICATION USING PRISM | February 2023 | October 2023 | Allow | 8 | 1 | 0 | No | No |
| 18162544 | DETERMINING AUDIO AND VIDEO REPRESENTATIONS USING SELF-SUPERVISED LEARNING | January 2023 | January 2026 | Allow | 35 | 2 | 0 | Yes | No |
| 18158072 | Shared Dense Network with Robot Task-Specific Heads | January 2023 | December 2023 | Allow | 10 | 1 | 0 | No | No |
| 18005834 | VIEWER AUTHORIZATION FOR DISPLAY PANELS | January 2023 | February 2026 | Allow | 37 | 2 | 0 | Yes | No |
| 18095954 | METHOD FOR IDENTIFYING MOVING VEHICLES AND IN-VEHICLE DEVICE | January 2023 | March 2026 | Allow | 38 | 2 | 0 | No | No |
| 18151798 | REMOVING FIXED OBJECTS FROM REAR VIEW CAMERA | January 2023 | July 2025 | Allow | 30 | 1 | 0 | No | No |
| 18013795 | PEDESTRIAN RE-IDENTIFICATION METHOD AND DEVICE | December 2022 | June 2025 | Allow | 30 | 1 | 0 | No | No |
| 18088800 | PERSON RE-IDENTIFICATION METHOD, COMPUTER-READABLE STORAGE MEDIUM, AND TERMINAL DEVICE | December 2022 | August 2025 | Allow | 32 | 1 | 0 | No | No |
| 18089306 | INFORMATION PROCESSING DEVICE | December 2022 | September 2025 | Allow | 33 | 1 | 0 | No | No |
| 18145966 | APPARATUS, METHOD, AND COMPUTER PROGRAM FOR DETERMINING DRIVER'S BEHAVIOR | December 2022 | July 2025 | Allow | 31 | 1 | 0 | No | No |
| 18088343 | OCCLUSION DETECTION AND OBJECT COORDINATE CORRECTION FOR ESTIMATING THE POSITION OF AN OBJECT | December 2022 | May 2025 | Allow | 29 | 0 | 0 | Yes | No |
| 18002020 | ARTIFICIAL INTELLIGENCE FOR SEMI-AUTOMATED DYNAMIC COMPRESSION OF IMAGES | December 2022 | June 2025 | Allow | 30 | 0 | 1 | Yes | No |
| 18060096 | SYSTEMS AND METHODS FOR TRAFFIC LIGHT DETECTION | November 2022 | August 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18059082 | VARIABLE CONFIDENCE MACHINE LEARNING | November 2022 | July 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 17994274 | INTELLIGENT RECOMMENDATION METHOD, VEHICLE-MOUNTED DEVICE, AND STORAGE MEDIUM | November 2022 | August 2025 | Abandon | 33 | 1 | 0 | No | No |
| 17991553 | SYSTEM FOR FEATURELESS IMAGE CATEGORIZATION AND RECOGNITION USING UNSUPERVISED LEARNING | November 2022 | March 2025 | Allow | 27 | 0 | 0 | No | No |
| 18055028 | TRAINING A MACHINE TO RECOGNIZE A MOTOR VEHICLE DRIVER USING A MOBILE DEVICE | November 2022 | July 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 17982144 | VEHICLE LOCALIZATION BASED ON LANE TEMPLATES | November 2022 | February 2024 | Allow | 16 | 4 | 0 | Yes | No |
| 18051231 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, PROGRAM, AND RECORDING MEDIUM | October 2022 | July 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18046067 | AUTOMATED LICENSE PLATE RECOGNITION SYSTEM AND RELATED METHOD | October 2022 | June 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 17899185 | Stable Visualization of Tubular Objects by the Fly-In Method with Applications to Computed Tomography Colonography | August 2022 | February 2025 | Allow | 29 | 1 | 0 | No | No |
| 17871501 | OPTIMIZING BRA SIZING ACCORDING TO THE 3D SHAPE OF BREASTS | July 2022 | February 2025 | Allow | 31 | 0 | 0 | Yes | No |
| 17837165 | OBJECT DETECTION METHOD, OBJECT DETECTION DEVICE, TERMINAL DEVICE, AND MEDIUM | June 2022 | April 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17830667 | IMAGE ANALYSIS APPARATUS AND MONITORING SYSTEM | June 2022 | March 2025 | Allow | 34 | 1 | 0 | No | No |
| 17824675 | APPARATUSES, SYSTEMS AND METHODS FOR CLASSIFYING DIGITAL IMAGES | May 2022 | September 2024 | Allow | 27 | 4 | 0 | Yes | No |
| 17745610 | SYSTEMS AND METHODS FOR IDENTIFYING SEMANTICALLY AND VISUALLY RELATED CONTENT | May 2022 | August 2024 | Abandon | 27 | 2 | 0 | No | No |
| 17739827 | ELECTRONIC APPARATUS AND METHOD FOR CONTROLLING THEREOF | May 2022 | March 2025 | Allow | 34 | 1 | 0 | No | No |
| 17739877 | INFERRING USER POSE USING OPTICAL DATA | May 2022 | August 2025 | Allow | 40 | 2 | 0 | Yes | No |
| 17729878 | NOVEL CATEGORY DISCOVERY USING MACHINE LEARNING | April 2022 | March 2025 | Allow | 35 | 1 | 0 | Yes | No |
| 17723790 | METHOD, APPARATUS AND SYSTEM FOR IMAGE PROCESSING | April 2022 | February 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17720513 | BALANCING MULTI-TASK LEARNING THROUGH CONDITIONAL OR PARALLEL BATCH MINING | April 2022 | March 2025 | Allow | 35 | 1 | 0 | No | No |
| 17705754 | POSE DETERMINING | March 2022 | April 2025 | Allow | 37 | 1 | 0 | No | No |
| 17694710 | METHOD AND SYSTEM FOR PROVIDING VISUAL EXPLANATIONS FOR IMAGE ANALYTICS DECISIONS | March 2022 | June 2024 | Allow | 27 | 0 | 0 | No | No |
| 17694396 | LEARNING SYSTEMS AND METHODS | March 2022 | February 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 17668431 | MAGNETIC RESONANCE IMAGING DEVICE, ATTACHMENT POSITION OUTPUT METHOD, AND STORAGE MEDIUM | February 2022 | October 2024 | Allow | 32 | 1 | 0 | No | No |
| 17633707 | PHYSIQUE DETERMINATION APPARATUS AND PHYSIQUE DETERMINATION METHOD | February 2022 | February 2024 | Allow | 24 | 1 | 0 | No | No |
| 17562284 | IMAGE COMPARISON METHOD AND COMPUTING DEVICE UTILIZING METHOD | December 2021 | November 2024 | Allow | 34 | 1 | 0 | No | No |
| 17621904 | MULTI WEED DETECTION | December 2021 | July 2025 | Allow | 43 | 2 | 1 | Yes | No |
| 17536649 | INFORMATION PROCESSING APPARATUS, AND RECORDING MEDIUM | November 2021 | January 2024 | Allow | 25 | 1 | 0 | No | No |
| 17594917 | SKELETON INFORMATION DETERMINATION APPARATUS, SKELETON INFORMATION DETERMINATION METHOD AND COMPUTER PROGRAM | November 2021 | October 2023 | Allow | 24 | 1 | 0 | Yes | No |
| 17518437 | LINEAR TRANSFORM OF UNDISTORTED IMAGE FOR FUSION | November 2021 | October 2024 | Allow | 35 | 1 | 0 | No | No |
| 17518535 | MACHINE LEARNING MODEL WITH DEPTH PROCESSING UNITS | November 2021 | May 2024 | Allow | 30 | 0 | 0 | No | No |
| 17518570 | APPARATUS AND METHOD OF ANALYZING DEVELOPED IMPACT MARKS, AND COMPUTER PROGRAM FOR EXECUTING THE METHOD | November 2021 | February 2024 | Allow | 28 | 1 | 0 | No | No |
| 17512870 | AUTOMATED LICENSE PLATE RECOGNITION SYSTEM AND RELATED METHOD | October 2021 | April 2024 | Allow | 29 | 2 | 0 | Yes | Yes |
| 17509735 | DETECTION OF DUPLICATED DATA FOR NON-FUNGIBLE TOKENS | October 2021 | August 2024 | Allow | 34 | 1 | 0 | Yes | No |
| 17602464 | BIOMETRICS IMAGING DEVICE AND BIOMETRICS IMAGING METHOD FOR CAPTURING IMAGE DATA OF A BODY PART OF A PERSON WHICH ENABLE IMPROVED IMAGE DATA QUALITY | October 2021 | October 2023 | Allow | 24 | 1 | 0 | Yes | No |
| 17486441 | METHOD, APPARATUS, COMPUTING DEVICE AND COMPUTER-READABLE STORAGE MEDIUM FOR CORRECTING PEDESTRIAN TRAJECTORY | September 2021 | April 2024 | Allow | 30 | 0 | 0 | Yes | No |
| 17480356 | METHOD FOR DIFFERENTIATING BETWEEN BACKGROUND AND FOREGROUND OF SCENERY AND ALSO METHOD FOR REPLACING A BACKGROUND IN IMAGES OF A SCENERY | September 2021 | November 2023 | Allow | 26 | 1 | 0 | Yes | No |
| 17440732 | REDUCTION OF VIDEO MATERIAL TO MOTION SECTIONS | September 2021 | June 2024 | Allow | 33 | 1 | 0 | Yes | No |
| 17465017 | IMAGE PROCESSING APPARATUS | September 2021 | July 2025 | Allow | 46 | 4 | 0 | Yes | No |
| 17406546 | DYNAMIC MEASUREMENT OPTIMIZATION BASED ON IMAGE QUALITY | August 2021 | June 2024 | Abandon | 34 | 1 | 0 | No | No |
| 17383942 | ANTI-SPOOFING VISUAL AUTHENTICATION | July 2021 | January 2024 | Allow | 29 | 1 | 0 | No | No |
| 17383362 | Focused Computer Detection Of Objects In Images | July 2021 | June 2024 | Allow | 34 | 3 | 0 | No | No |
| 17363704 | Detection of Synthetically Generated Images | June 2021 | September 2024 | Allow | 39 | 2 | 0 | No | No |
| 17363280 | MULTI-SCALE-FACTOR IMAGE SUPER RESOLUTION WITH MICRO-STRUCTURED MASKS | June 2021 | November 2023 | Allow | 28 | 0 | 0 | No | No |
| 17361960 | METHODS, APPARATUSES, DEVICES AND STORAGE MEDIA FOR PREDICTING CORRELATION BETWEEN OBJECTS INVOLVED IN IMAGE | June 2021 | December 2023 | Abandon | 29 | 1 | 0 | No | No |
| 17304914 | BIAS EVALUATION OF A BIOMETRIC IDENTIFICATION FUNCTION | June 2021 | July 2023 | Allow | 24 | 1 | 0 | Yes | No |
| 17356474 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM | June 2021 | November 2023 | Allow | 28 | 1 | 0 | No | No |
| 17299907 | Systems and Methods for Quantifying Vessel Features in Ultrasound Doppler Images | June 2021 | February 2025 | Allow | 45 | 3 | 0 | Yes | No |
| 17299685 | CRANIAL CT-BASED GRADING METHOD AND SYSTEM | June 2021 | February 2024 | Allow | 32 | 1 | 0 | Yes | No |
| 17299523 | SYSTEM AND METHOD FOR OBTAINING MEASUREMENTS FROM IMAGING DATA | June 2021 | April 2024 | Abandon | 34 | 1 | 0 | No | No |
| 17336111 | SYSTEMS AND METHODS FOR OPTICAL MATERIAL CHARACTERIZATION OF WASTE MATERIALS USING MACHINE LEARNING | June 2021 | July 2024 | Allow | 37 | 4 | 0 | Yes | No |
| 17303313 | AUGMENTED REALITY TRANSLATION OF SIGN LANGUAGE CLASSIFIER CONSTRUCTIONS | May 2021 | February 2025 | Allow | 45 | 4 | 0 | Yes | No |
| 17317899 | BIOMETRIC DEVICE AND METHOD THEREOF AND WEARABLE CARRIER | May 2021 | November 2024 | Abandon | 42 | 4 | 1 | Yes | No |
| 17287821 | WEAR DETECTION IN MECHANICAL EQUIPMENT | April 2021 | September 2023 | Allow | 29 | 1 | 1 | Yes | No |
| 17218348 | APPARATUS, METHOD, AND COMPUTER PROGRAM FOR IDENTIFYING STATE OF OBJECT, AND CONTROLLER | March 2021 | September 2023 | Allow | 30 | 3 | 0 | Yes | No |
| 17198883 | INFORMATION PROCESSING APPARATUS, COMPUTER-READABLE RECORDING MEDIUM RECORDING FAKE DETERMINATION PROGRAM, AND FAKE DETERMINATION METHOD | March 2021 | February 2024 | Abandon | 35 | 2 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner AZIMA, SHAGHAYEGH.
With a 100.0% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.
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.
✓ 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 AZIMA, SHAGHAYEGH works in Art Unit 2671 and has examined 48 patent applications in our dataset. With an allowance rate of 89.6%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 32 months.
Examiner AZIMA, SHAGHAYEGH's allowance rate of 89.6% 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 AZIMA, SHAGHAYEGH receive 1.60 office actions before reaching final disposition. This places the examiner in the 31% 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 AZIMA, SHAGHAYEGH is 32 months. This places the examiner in the 51% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +12.5% benefit to allowance rate for applications examined by AZIMA, SHAGHAYEGH. This interview benefit is in the 49% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 31.7% of applications are subsequently allowed. This success rate is in the 65% 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 30.0% of cases where such amendments are filed. This entry rate is in the 43% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
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 12% 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 75.0% of appeals filed. This is in the 65% percentile among all examiners. Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.
When applicants file petitions regarding this examiner's actions, 0.0% are granted (fully or in part). This grant rate is in the 3% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.
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 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.