Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18734557 | RESOLVING TRAINING DATASET CATEGORY AMBIGUITY | June 2024 | September 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18733526 | BALL LOCATING IN IMAGES OF SPORTS GAMES | June 2024 | November 2025 | Abandon | 17 | 2 | 0 | No | No |
| 18619844 | TRAINING A MACHINE LEARNING ALGORITHM TO PERFORM MOTION ESTIMATION OF OBJECTS IN A SET OF FRAMES | March 2024 | February 2025 | Allow | 11 | 0 | 0 | No | No |
| 18599086 | VIDEO SUPER-RESOLUTION METHOD, PROGRAM, AND DEVICE | March 2024 | February 2026 | Allow | 24 | 0 | 0 | No | No |
| 18436865 | SYSTEMS AND METHODS FOR DYNAMIC OBJECT TRACKING USING A MESH NETWORK OF NODES COUPLED TO CAMERAS | February 2024 | March 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18433673 | GENERATING MINORITY CLASS DEFECT DETECTION DATA FROM VISUAL INSPECTION DATASET USING SELF-SUPERVISED DEFECT GENERATOR | February 2024 | February 2026 | Allow | 24 | 0 | 0 | No | No |
| 18574322 | PHYSIQUE ESTIMATION DEVICE AND PHYSIQUE ESTIMATION METHOD | December 2023 | December 2025 | Allow | 23 | 0 | 0 | No | No |
| 18499799 | Methods and Systems for Determining Accuracy of Sport-Related Information Extracted from Digital Video Frames | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18495776 | TRACKING AND IDENTIFICATION METHOD, DEVICE, ELECTRONIC DEVICE, AND STORAGE MEDIUM FOR MULTIPLE VESSEL TARGETS | October 2023 | April 2024 | Allow | 6 | 1 | 0 | No | No |
| 18484039 | ANOMALOUS ACTIVITY RECOGNITION IN VIDEOS | October 2023 | December 2023 | Allow | 2 | 0 | 0 | No | No |
| 18236590 | Neural Flow Attestation | August 2023 | July 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18452634 | SYNTHETIC BRACKETING FOR EXPOSURE CORRECTION | August 2023 | August 2025 | Allow | 24 | 0 | 0 | No | No |
| 18235292 | HIGH THROUGHPUT POINT CLOUD PROCESSING | August 2023 | March 2026 | Allow | 31 | 1 | 0 | Yes | No |
| 18449393 | CROSS-DOMAIN FEW-SHOT VIDEO CLASSIFICATION WITH OPTICAL-FLOW SEMANTICS | August 2023 | September 2025 | Allow | 25 | 0 | 0 | No | No |
| 18232110 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND NON-TRANSITORY STORAGE MEDIUM | August 2023 | March 2026 | Allow | 31 | 1 | 0 | Yes | No |
| 18275786 | OBJECT DETECTION DEVICE, METHOD, AND PROGRAM | August 2023 | December 2025 | Allow | 29 | 1 | 0 | No | No |
| 18229710 | METHOD, COMPUTER PROGRAM, PROFILE IDENTIFICATION DEVICE | August 2023 | November 2025 | Allow | 27 | 1 | 0 | No | No |
| 18364281 | Method and Device for Situation Awareness | August 2023 | July 2024 | Allow | 11 | 1 | 0 | No | No |
| 18215075 | TRACKING USERS ACROSS IMAGE FRAMES USING FINGERPRINTS OBTAINED FROM IMAGE ANALYSIS | June 2023 | April 2025 | Abandon | 21 | 2 | 0 | No | No |
| 18205035 | TRAINING DATA GENERATION APPARATUS | June 2023 | February 2026 | Allow | 33 | 1 | 0 | No | No |
| 18318286 | Systems and Methods for Geolocation Prediction | May 2023 | July 2025 | Allow | 26 | 0 | 0 | No | No |
| 18140322 | METHOD FOR TRACKING AN OPTICAL MOUSE BY WAY OF FRAME ANCHORING | April 2023 | August 2025 | Allow | 28 | 1 | 0 | No | No |
| 18139971 | SKELETON BASED DRIVER MONITORING | April 2023 | October 2024 | Abandon | 18 | 1 | 1 | No | No |
| 18307503 | DEVICE AND METHOD FOR DETERMINING WHETHER THERE IS A MOVEABLE OBJECT LOCATED IN A SCENE AT LEAST A PREDETERMINED PORTION OF A GIVEN PERIOD OF TIME | April 2023 | October 2025 | Allow | 29 | 1 | 0 | No | No |
| 18302015 | INHALER TRAINING SYSTEM AND METHOD | April 2023 | September 2025 | Allow | 29 | 3 | 1 | Yes | No |
| 18194050 | FEW-SHOT ANOMALY DETECTION | March 2023 | January 2026 | Abandon | 33 | 1 | 0 | No | No |
| 18193531 | TIRE-SIZE IDENTIFICATION METHOD, TIRE-SIZE IDENTIFICATION SYSTEM AND COMPUTER-READABLE STORAGE MEDIUM | March 2023 | February 2026 | Allow | 35 | 2 | 0 | No | No |
| 18028408 | A CROP SCANNING SYSTEM, PARTS THEREOF, AND ASSOCIATED METHODS | March 2023 | November 2025 | Allow | 31 | 1 | 0 | No | No |
| 18185142 | SYSTEM AND METHOD FOR ADAPTING A NEURAL NETWORK MODEL ON A HARDWARE PLATFORM | March 2023 | July 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18122269 | ACTION DETECTION SYSTEM FOR DARK VIDEOS USING SPATIO-TEMPORAL FEATURES AND BIDIRECTIONAL ENCODER REPRESENTATIONS FROM TRANSFORMERS | March 2023 | December 2025 | Abandon | 33 | 1 | 0 | No | No |
| 18182807 | ACTION RECOGNITION USING IMPLICIT POSE REPRESENTATIONS | March 2023 | August 2024 | Allow | 17 | 2 | 0 | Yes | No |
| 18178097 | ELECTRONIC DEVICE FOR CONTROLLING OPERATION BASED ON A BIO-SIGNAL AND OPERATING METHOD THEREOF | March 2023 | September 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18174667 | Systems and methods for detecting movement of at least one non-line-of-sight object | February 2023 | May 2023 | Allow | 2 | 0 | 0 | No | No |
| 18174664 | Systems and methods for detecting movement of at least one non-line-of-sight object | February 2023 | May 2023 | Allow | 3 | 0 | 0 | No | No |
| 18172411 | STATIC PRIVACY MASKING | February 2023 | August 2024 | Allow | 18 | 1 | 0 | No | No |
| 18171579 | OBJECT RECOGNITION DEVICES, ELECTRONIC DEVICES AND METHODS OF RECOGNIZING OBJECTS | February 2023 | January 2026 | Allow | 35 | 1 | 1 | No | No |
| 18164021 | SCENE UNDERSTANDING AND GENERATION USING NEURAL NETWORKS | February 2023 | August 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18018879 | MOVEMENT EXTRACTION METHOD AND APPARATUS FOR DANCE VIDEO, COMPUTER DEVICE, AND STORAGE MEDIUM | January 2023 | July 2025 | Allow | 30 | 1 | 0 | No | No |
| 18019090 | A METHOD FOR VIDEO MOVING OBJECT DETECTION BASED ON RELATIVE STATISTICAL CHARACTERISTICS OF IMAGE PIXELS | January 2023 | December 2025 | Allow | 34 | 2 | 0 | Yes | No |
| 18102196 | APPARATUS AND METHOD FOR OPERATING A PERSONAL GROOMING APPLIANCE OR HOUSEHOLD CLEANING APPLIANCE | January 2023 | July 2024 | Abandon | 18 | 2 | 0 | No | No |
| 18149303 | System and Method For Capturing By A Device An Image Of A Light Colored Object on a Light Colored Background For Uploading To A Remote Server | January 2023 | August 2024 | Allow | 19 | 1 | 0 | No | No |
| 18003322 | METHOD FOR DETECTING AND/OR TRACKING MOVING OBJECTS WITHIN A CERTAIN ZONE AND SPORTS VIDEO PRODUCTION SYSTEM IN WHICH SUCH A METHOD IS IMPLEMENTED | December 2022 | July 2025 | Allow | 31 | 1 | 0 | No | No |
| 18088121 | MULTIPURPOSE VISUAL & AUDITORY INTELLIGENT OBSERVER SYSTEM | December 2022 | July 2025 | Allow | 31 | 1 | 0 | No | No |
| 18087374 | LEARNED STATE COVARIANCES | December 2022 | September 2024 | Allow | 21 | 2 | 0 | Yes | Yes |
| 18062823 | OBJECT TRACKING DEVICE, OBJECT TRACKING METHOD, AND PROGRAM | December 2022 | October 2025 | Abandon | 34 | 1 | 0 | No | No |
| 17928025 | A SYSTEM AND METHOD FOR PROVIDING ASSISTANCE DURING BOTTLE-FEEDING | November 2022 | September 2025 | Allow | 34 | 1 | 0 | No | No |
| 17924033 | MAKING MEASUREMENTS OF THE HIP | November 2022 | July 2025 | Allow | 32 | 1 | 0 | No | No |
| 17982133 | FEATURE SELECTION FOR OBJECT TRACKING USING MOTION MASK, MOTION PREDICTION, OR BOTH | November 2022 | February 2026 | Allow | 40 | 2 | 0 | Yes | No |
| 17998156 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM | November 2022 | February 2026 | Abandon | 39 | 2 | 0 | No | No |
| 17976296 | Method and Device for Situation Awareness | October 2022 | May 2023 | Allow | 6 | 0 | 0 | No | No |
| 18049473 | FRAME-BASED VIDEO SEGMENTATION | October 2022 | June 2025 | Allow | 32 | 1 | 0 | No | No |
| 17973140 | DEVICE AND METHOD FOR INFERRING INTERACTION RELATIONSHIP BETWEEN OBJECTS THROUGH IMAGE RECOGNITION | October 2022 | August 2025 | Allow | 34 | 1 | 0 | No | No |
| 17968338 | SURFACE PERFORMANCE EVALUATION DEVICE, SURFACE PERFORMANCE EVALUATION METHOD, AND SURFACE PERFORMANCE EVALUATION PROGRAM | October 2022 | May 2025 | Allow | 31 | 1 | 0 | No | No |
| 17949238 | Image processing method and related video processor | September 2022 | December 2024 | Allow | 27 | 0 | 0 | No | No |
| 17802467 | Evaluation Method and System for Corrosion Degree of Absorbable Stent | August 2022 | September 2024 | Allow | 25 | 0 | 0 | Yes | No |
| 17890567 | APPARATUS AND METHOD FOR OPERATING A DENTAL APPLIANCE | August 2022 | January 2026 | Allow | 41 | 3 | 0 | No | No |
| 17800255 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING SYSTEM, IMAGE PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM STORING IMAGE PROCESSING PROGRAM THEREIN | August 2022 | May 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17799900 | VISUAL POSITIONING BASED ON A PLURALITY OF IMAGE FRAMES | August 2022 | April 2025 | Allow | 32 | 1 | 0 | No | No |
| 17819308 | CALCULATING A DISTANCE BETWEEN A VEHICLE AND OBJECTS | August 2022 | February 2025 | Allow | 30 | 0 | 0 | No | No |
| 17878354 | INFORMATION PROCESSING APPARATUS AND CONTROL METHOD THEREOF, AND LEARNING APPARATUS | August 2022 | February 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 17795755 | SYSTEMATIC CHARACTERIZATION OF OBJECTS IN A BIOLOGICAL SAMPLE | July 2022 | January 2025 | Allow | 30 | 1 | 0 | No | No |
| 17815451 | ADAPTING GENERATIVE NEURAL NETWORKS USING A CROSS DOMAIN TRANSLATION NETWORK | July 2022 | November 2024 | Allow | 27 | 0 | 0 | No | No |
| 17839448 | NEURAL NETWORK FOR OBJECT DETECTION AND TRACKING | June 2022 | February 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 17784388 | CONTEXT DETERMINATION FOR PLANAR MODE IN OCTREE-BASED POINT CLOUD CODING | June 2022 | August 2024 | Allow | 26 | 0 | 0 | No | No |
| 17835814 | SYSTEMS AND METHODS FOR COUNTING PARTICLES | June 2022 | July 2023 | Allow | 14 | 1 | 0 | No | No |
| 17781898 | TAXIS ANALYSIS METHOD, CANCER EVALUATION METHOD, TAXIS ANALYSIS SYSTEM AND PROGRAM | June 2022 | March 2025 | Allow | 34 | 2 | 0 | No | No |
| 17827574 | METHOD AND SYSTEM FOR TRACKING AN OBJECT | May 2022 | November 2023 | Allow | 18 | 2 | 0 | Yes | No |
| 17748185 | FULL-AUTOMATIC CLASSIFICATION METHOD FOR THREE-DIMENSIONAL POINT CLOUD AND DEEP NEURAL NETWORK MODEL | May 2022 | February 2025 | Allow | 33 | 1 | 0 | No | No |
| 17730315 | BIOMETRIC TASK NETWORK | April 2022 | July 2025 | Allow | 39 | 2 | 0 | Yes | No |
| 17729703 | MONOCULAR UNDERWATER CAMERA BIOMASS ESTIMATION | April 2022 | April 2025 | Allow | 36 | 1 | 0 | No | No |
| 17720584 | METHOD AND WORKSTATION FOR GENERATING A JOINT-VISUALIZATION IMAGE BASED ON MULTIPLE FUNCTIONAL IMAGING DATASETS | April 2022 | January 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17658819 | SYSTEMS AND METHODS FOR IMAGE QUALITY DETECTION | April 2022 | April 2025 | Abandon | 36 | 0 | 1 | No | No |
| 17763173 | ZOOM BASED ON GESTURE DETECTION | March 2022 | March 2025 | Abandon | 36 | 1 | 0 | No | No |
| 17698577 | PLANAR SURFACE DETECTION APPARATUS AND METHOD | March 2022 | May 2025 | Allow | 38 | 2 | 0 | Yes | No |
| 17655500 | LANE MARKER RECOGNITION | March 2022 | July 2024 | Allow | 28 | 0 | 0 | No | No |
| 17760880 | DETERMINATION SYSTEM | March 2022 | August 2024 | Allow | 29 | 1 | 0 | No | No |
| 17641421 | HOME INSPECTION SYSTEMS AND METHODS | March 2022 | October 2025 | Allow | 43 | 3 | 0 | Yes | No |
| 17687227 | IMAGE PROCESSING APPARATUS AND OPERATING METHOD OF THE SAME | March 2022 | August 2024 | Allow | 30 | 1 | 0 | No | No |
| 17635430 | COVER IMAGE DETERMINING METHOD AND APPARATUS, AND DEVICE | February 2022 | June 2025 | Abandon | 40 | 2 | 0 | No | No |
| 17635417 | FACE SEARCH METHOD AND DEVICE, APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM | February 2022 | September 2024 | Allow | 31 | 1 | 0 | No | No |
| 17666589 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, PROGRAM, AND RADIOGRAPHY SYSTEM | February 2022 | March 2025 | Allow | 37 | 3 | 0 | Yes | No |
| 17665458 | METHODS, SYSTEMS, AND MEDIA FOR IDENTIFYING HUMAN COACTIVITY IN IMAGES AND VIDEOS USING NEURAL NETWORKS | February 2022 | April 2025 | Allow | 38 | 2 | 0 | Yes | No |
| 17631538 | SAMPLE OBSERVATION APPARATUS | January 2022 | February 2025 | Abandon | 37 | 2 | 0 | No | No |
| 17631423 | TRAINING DATA GENERATION DEVICE, INSPECTION DEVICE AND PROGRAM | January 2022 | July 2025 | Allow | 42 | 2 | 1 | Yes | Yes |
| 17581664 | SCANNING SEQUENCE FOR AN INTRA-ORAL IMAGING SYSTEM | January 2022 | February 2025 | Allow | 37 | 4 | 0 | No | No |
| 17621368 | INFORMATION PROCESSING DEVICE AND INDEX VALUE CALCULATION METHOD | December 2021 | August 2024 | Allow | 32 | 1 | 0 | No | No |
| 17555656 | METHOD FOR DETECTING WHETHER A FACE IS MASKED, MASKED-FACE RECOGNITION DEVICE, AND COMPUTER STORAGE MEDIUM | December 2021 | September 2024 | Abandon | 33 | 1 | 0 | No | No |
| 17620518 | ENHANCED MEASUREMENT OF PHOTOSYNTHETICALLY ACTIVE RADIATION (PAR) AND IMAGE CONVERSION THEREFOR | December 2021 | February 2024 | Allow | 26 | 0 | 0 | No | No |
| 17538449 | TECHNIQUES FOR IDENTIFYING SKIN COLOR IN IMAGES HAVING UNCONTROLLED LIGHTING CONDITIONS | November 2021 | July 2025 | Allow | 44 | 2 | 0 | No | Yes |
| 17537623 | COMPUTER VISION SYSTEM AND METHOD FOR ASSESSING ORTHOPEDIC SPINE CONDITION | November 2021 | February 2025 | Abandon | 39 | 2 | 0 | No | No |
| 17531444 | CROSS-MODAL SENSOR DATA ALIGNMENT | November 2021 | February 2024 | Abandon | 27 | 2 | 0 | Yes | No |
| 17609668 | AUTO-REGRESSIVE VIDEO GENERATION NEURAL NETWORKS | November 2021 | July 2024 | Allow | 32 | 1 | 0 | Yes | No |
| 17518858 | METHOD AND SYSTEM FOR SELECTING A REGION OF INTEREST IN AN IMAGE | November 2021 | May 2023 | Allow | 18 | 1 | 0 | Yes | No |
| 17515977 | Data Collection and Retraining in Edge Video Devices | November 2021 | June 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17512330 | ADAPTIVE COLOR TRANSFORMATION TO AID COMPUTER VISION | October 2021 | November 2022 | Allow | 12 | 0 | 0 | No | No |
| 17449444 | SYSTEM AND METHOD FOR ENSURING CREATION OF AUTHENTIC ONLINE PROFILES | September 2021 | August 2024 | Abandon | 35 | 2 | 0 | No | No |
| 17598800 | METHOD AND SYSTEM FOR VISUAL BASED INSPECTION OF ROTATING OBJECTS | September 2021 | January 2023 | Allow | 16 | 0 | 0 | No | No |
| 17475745 | X-RAY DYNAMIC IMAGE DISPLAY APPARATUS, STORAGE MEDIUM, X-RAY DYNAMIC IMAGE DISPLAY METHOD, AND X-RAY DYNAMIC IMAGE DISPLAY SYSTEM | September 2021 | February 2026 | Abandon | 53 | 4 | 0 | Yes | No |
| 17402500 | IMAGE RECOGNITION METHOD AND APPARATUS, RECOGNITION MODEL TRAINING METHOD AND APPARATUS, AND STORAGE MEDIUM | August 2021 | June 2024 | Allow | 34 | 1 | 0 | Yes | No |
| 17426624 | SYSTEM AND METHOD FOR GENERATING PERFUSION FUNCTIONAL MAPS FROM TEMPORALLY RESOLVED HELICAL COMPUTED TOMOGRAPHIC IMAGES | July 2021 | September 2023 | Allow | 26 | 0 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner BALI, VIKKRAM.
With a 44.4% 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, 58.3% 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 BALI, VIKKRAM works in Art Unit 2663 and has examined 332 patent applications in our dataset. With an allowance rate of 84.9%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 27 months.
Examiner BALI, VIKKRAM's allowance rate of 84.9% places them in the 61% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by BALI, VIKKRAM receive 1.80 office actions before reaching final disposition. This places the examiner in the 40% 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 BALI, VIKKRAM is 27 months. This places the examiner in the 73% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +6.9% benefit to allowance rate for applications examined by BALI, VIKKRAM. This interview benefit is in the 35% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 27.8% of applications are subsequently allowed. This success rate is in the 49% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 32.5% of cases where such amendments are filed. This entry rate is in the 47% 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, 50.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 44% 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 67.9% of appeals filed. This is in the 53% percentile among all examiners. Of these withdrawals, 26.3% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). 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, 55.0% are granted (fully or in part). This grant rate is in the 56% 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 1.2% of allowed cases (in the 69% 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 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.