Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19288486 | ARTIFICIAL INTELLIGENCE SYSTEM AND METHOD FOR AUTOMATIC CONTENT DETECTION AND BLOCKING | August 2025 | December 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 19272982 | KNOWLEDGE RETRIEVAL TECHNIQUES | July 2025 | September 2025 | Allow | 2 | 0 | 0 | No | No |
| 19270987 | TRAINING-FREE FRAMEWORK FOR ZERO-SHOT CHECK FIELD DETECTION | July 2025 | October 2025 | Allow | 3 | 0 | 0 | No | No |
| 19261899 | Multimodal AI Model Protection Using Embeddings | July 2025 | October 2025 | Allow | 4 | 1 | 0 | No | No |
| 19084341 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | March 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19009692 | PARKING FACILITY SYSTEM FOR VEHICLE DETECTION AND IDENTIFICATION | January 2025 | December 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18962814 | METHOD OF TRACKING OBJECTS | November 2024 | January 2026 | Allow | 13 | 0 | 0 | Yes | No |
| 18902020 | COMPUTER, INFORMATION PROCESSING SYSTEM, AND INFORMATION PROCESSING METHOD | September 2024 | April 2025 | Allow | 7 | 1 | 1 | Yes | No |
| 18808184 | MANAGED VIDEO CAPTURE | August 2024 | November 2024 | Allow | 3 | 0 | 0 | No | No |
| 18781538 | HUMAN-ROBOT COLLABORATION METHOD BASED ON MULTI-SCALE GRAPH CONVOLUTIONAL NEURAL NETWORK | July 2024 | October 2024 | Allow | 2 | 0 | 0 | No | No |
| 18776059 | SYSTEM AND METHOD FOR GENERATING KNIFE BLADE MAINTENANCE RECOMMENDATIONS | July 2024 | November 2024 | Allow | 4 | 0 | 0 | No | No |
| 18727828 | OPTICALLY VARIABLE SURFACE PATTERN AND METHOD FOR PRODUCING SAME | July 2024 | January 2026 | Allow | 19 | 1 | 1 | No | No |
| 18750709 | METHOD, APPARATUS, DEVICE, AND MEDIUM FOR IMAGE RECOGNITION VIA WIRELESS FEDERATED LEARNING | June 2024 | December 2024 | Allow | 6 | 1 | 0 | No | No |
| 18736776 | VIDEO PROCESSING FOR ENABLING SPORTS HIGHLIGHTS GENERATION | June 2024 | October 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18736533 | Loading Lockout System | June 2024 | May 2025 | Allow | 11 | 1 | 0 | No | No |
| 18668642 | MAGNIFICATION SCOPE AND ANALYSIS TOOLS | May 2024 | September 2025 | Allow | 16 | 1 | 0 | No | No |
| 18661695 | HIGH DYNAMIC RANGE IMAGING METHOD AND APPARATUS | May 2024 | September 2024 | Allow | 4 | 0 | 0 | Yes | No |
| 18629301 | MACHINE-LEARNING MODELS FOR IMAGE PROCESSING | April 2024 | January 2025 | Allow | 10 | 2 | 0 | Yes | No |
| 18620408 | Systems for Detecting Vehicle Following Distance | March 2024 | August 2024 | Allow | 5 | 0 | 0 | No | No |
| 18598137 | PARKING FACILITY SYSTEM FOR VEHICLE DETECTION AND IDENTIFICATION | March 2024 | November 2024 | Allow | 9 | 2 | 0 | Yes | No |
| 18584453 | MANAGED VIDEO CAPTURE | February 2024 | May 2024 | Allow | 3 | 0 | 0 | No | No |
| 18439200 | DEVICE AND METHOD FOR ENHANCING TRACKING OF OBJECTS IN A SCENE CAPTURED IN A VIDEO SEQUENCE | February 2024 | February 2025 | Allow | 12 | 0 | 0 | No | No |
| 18681461 | MICROSCOPIC NON-DESTRUCTIVE MEASUREMENT METHOD OF MICROSTRUCTURE LINEWIDTH BASED ON TRANSLATION DIFFERENCE | February 2024 | September 2024 | Allow | 7 | 1 | 0 | No | No |
| 18401054 | CAMERA APPARATUS AND METHOD OF ENHANCED FOLIAGE DETECTION | December 2023 | April 2024 | Allow | 3 | 0 | 0 | Yes | No |
| 18391689 | Infant height estimation | December 2023 | February 2025 | Allow | 13 | 1 | 0 | No | No |
| 18389641 | CONTINUAL TEXT RECOGNITION USING PROMPT-GUIDED KNOWLEDGE DISTILLATION | December 2023 | March 2024 | Allow | 2 | 0 | 0 | No | No |
| 18541924 | IMAGING DEVICE FOR BASKETBALL ACTION CHARACTERISTICS | December 2023 | June 2024 | Allow | 6 | 1 | 0 | No | No |
| 18569692 | METHOD DEVICE AND STORAGE MEDIUM FOR BACK-END OPTIMIZATION OF SIMULTANEOUS LOCALIZATION AND MAPPING | December 2023 | December 2025 | Allow | 24 | 0 | 0 | No | No |
| 18537922 | OBJECT FEATURE EXTRACTION DEVICE, OBJECT FEATURE EXTRACTION METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM | December 2023 | September 2025 | Abandon | 22 | 2 | 0 | No | No |
| 18565652 | IMAGE PROCESSING METHOD, AN APPARATUS, AN ELECTRONIC DEVICE, AND A STORAGE MEDIUM, WITH JOINT OPTIMIZATION ON A DEPTH MAP AND A NORMAL VECTOR MAP | November 2023 | December 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18517637 | ANALYTICS FOR DETECTION OF FLUID LEAKS BY PREMISES MONITORING SYSTEMS | November 2023 | May 2024 | Allow | 5 | 1 | 0 | No | No |
| 18562617 | DOOR OPERATING SYSTEM | November 2023 | June 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18507131 | AUTOMATED TOLERANCE-BASED MATCHING OF VIDEO STREAMING EVENTS WITH REPLAYS IN A VIDEO | November 2023 | January 2024 | Allow | 2 | 0 | 0 | No | No |
| 18288713 | SYSTEMS AND METHODS FOR IMPROVED VOLUMETRIC ADDITIVE MANUFACTURING | October 2023 | November 2025 | Allow | 24 | 0 | 1 | No | No |
| 18484147 | SYSTEM, DEVICE AND METHOD FOR OBJECT DETECTION IN VIDEO FEEDS | October 2023 | May 2025 | Allow | 19 | 1 | 0 | No | No |
| 18373999 | MOVING ROBOT CAPABLE OF RECOGNIZING CARPET | September 2023 | December 2024 | Allow | 14 | 1 | 0 | No | No |
| 18371471 | MOVING ROBOT WITH IMPROVED IDENTIFICATION ACCURACY OF STEP DISTANCE | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18468947 | APPARATUS AND METHOD FOR EXTRACTING VASCULAR FUNCTION FROM BRAIN-RELATED INFORMATION | September 2023 | March 2024 | Allow | 6 | 0 | 0 | Yes | No |
| 18468647 | TARGET TRACKING METHOD AND APPARATUS, DEVICE, AND MEDIUM | September 2023 | March 2026 | Allow | 30 | 1 | 0 | No | No |
| 18464912 | Pose Empowered RGB-Flow Net | September 2023 | February 2025 | Allow | 17 | 1 | 0 | No | No |
| 18457495 | COMPUTING SYSTEM FOR EXTRACTION OF TEXTUAL ELEMENTS FROM A DOCUMENT | August 2023 | November 2024 | Allow | 14 | 1 | 0 | No | No |
| 18223231 | DEVICE, METHOD, AND STORAGE MEDIUM FOR ESTIMATING A DIRECTION OF FACE OF A PERSON INCLUDED IN AN IMAGE | July 2023 | June 2025 | Abandon | 23 | 2 | 0 | No | No |
| 18222950 | VIDEO SURVEILLANCE SYSTEM, VIDEO PROCESSING APPARATUS, VIDEO PROCESSING METHOD, AND VIDEO PROCESSING PROGRAM | July 2023 | October 2025 | Allow | 27 | 1 | 0 | No | No |
| 18222744 | VIDEO SURVEILLANCE SYSTEM, VIDEO PROCESSING APPARATUS, VIDEO PROCESSING METHOD, AND VIDEO PROCESSING PROGRAM | July 2023 | November 2025 | Allow | 28 | 1 | 0 | No | No |
| 18222350 | VIDEO SURVEILLANCE SYSTEM, VIDEO PROCESSING APPARATUS, VIDEO PROCESSING METHOD, AND VIDEO PROCESSING PROGRAM | July 2023 | February 2025 | Allow | 19 | 0 | 0 | Yes | No |
| 18222360 | VIDEO SURVEILLANCE SYSTEM, VIDEO PROCESSING APPARATUS, VIDEO PROCESSING METHOD, AND VIDEO PROCESSING PROGRAM | July 2023 | October 2025 | Allow | 27 | 1 | 0 | No | No |
| 18214011 | AUTOMATED VIRTUAL TRIPWIRE PLACEMENT | June 2023 | June 2024 | Allow | 12 | 1 | 0 | No | No |
| 18269507 | AUTOMATED EYE TRACKING ASSESSMENT SOLUTION FOR SKILL DEVELOPMENT | June 2023 | February 2026 | Allow | 32 | 1 | 0 | No | No |
| 18335373 | METHOD OF CONTROLLING AMOUNT OF FODDER FOR SOWS BASED ON ARTIFICIAL INTELLIGENCE AND APPARATUS THEREFOR | June 2023 | March 2025 | Allow | 21 | 1 | 1 | No | No |
| 18266734 | METHOD FOR COMPRESSING AN AI-BASED OBJECT DETECTION MODEL FOR DEPLOYMENT ON RESOURCE-LIMITED DEVICES | June 2023 | August 2025 | Allow | 27 | 4 | 0 | No | No |
| 18208120 | VIDEO SURVEILLANCE SYSTEM, VIDEO PROCESSING APPARATUS, VIDEO PROCESSING METHOD, AND VIDEO PROCESSING PROGRAM | June 2023 | February 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18327153 | MACHINE LEARNING SYSTEM FOR NATURAL GAS LEAK DETECTION | June 2023 | January 2026 | Allow | 32 | 1 | 0 | No | No |
| 18203073 | VIDEO ANALYSIS SYSTEM USING EDGE COMPUTING | May 2023 | February 2026 | Allow | 32 | 1 | 0 | No | No |
| 18196940 | SYSTEMS AND METHODS FOR SIMULATENOUS LOCALIZATION AND MAPPING | May 2023 | January 2024 | Allow | 8 | 1 | 0 | No | No |
| 18305349 | SYSTEMS AND METHODS FOR OBJECT RECOGNITION | April 2023 | August 2025 | Allow | 28 | 0 | 0 | Yes | No |
| 18137037 | ACCURATE VIDEO EVENT INFERENCE USING 3D INFORMATION | April 2023 | December 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 18302723 | Associating an event with an agent | April 2023 | October 2024 | Allow | 18 | 1 | 0 | No | No |
| 18300420 | CONTOUR MOTION PROPAGATION ACROSS VIEWFRAME DATA | April 2023 | September 2025 | Allow | 30 | 0 | 0 | No | No |
| 18130445 | CASCADE STAGE BOUNDARY AWARENESS NETWORKS FOR SURGICAL WORKFLOW ANALYSIS | April 2023 | October 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18130640 | Synergistic Object Tracking and Pattern Recognition for Event Representation | April 2023 | June 2024 | Allow | 14 | 1 | 0 | No | No |
| 18129336 | METHOD AND SYSTEM FOR ESTIMATING THE LENGTH OF A VESSEL | March 2023 | February 2026 | Allow | 35 | 2 | 0 | No | No |
| 18190760 | Systems and Methods for Depth Estimation Using Generative Models | March 2023 | April 2024 | Allow | 13 | 0 | 0 | Yes | No |
| 18124264 | INSPECTION SYSTEM FOR WELDED PORTION | March 2023 | February 2025 | Allow | 23 | 1 | 1 | No | No |
| 18186233 | OBJECT TRACING APPARATUS, METHOD FOR SAME, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM | March 2023 | August 2025 | Allow | 29 | 1 | 0 | No | No |
| 18245651 | Action Detection Using Machine Learning Models | March 2023 | November 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18120491 | REMOTE CAMERA-ASSISTED ROBOT GUIDANCE | March 2023 | August 2024 | Allow | 17 | 2 | 0 | No | No |
| 18175019 | VIDEO PROCESSING FOR ENABLING SPORTS HIGHLIGHTS GENERATION | February 2023 | March 2024 | Allow | 13 | 1 | 0 | No | No |
| 18168136 | METHODS OF DETERMINING FLOW RATES OF GAS LEAKS IN A PRESSURIZED GAS SYSTEM | February 2023 | May 2025 | Allow | 27 | 0 | 0 | No | No |
| 18098217 | System And Methods For Monitoring User Presence In A System Having Multiple User Presence Detection (UPD) Capable Devices | January 2023 | May 2025 | Allow | 28 | 0 | 0 | Yes | No |
| 18095311 | Methods and Systems for Operative Analysis and Management | January 2023 | October 2025 | Abandon | 33 | 1 | 0 | No | No |
| 18014317 | IMAGE SELECTION APPARATUS, IMAGE SELECTION METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM | January 2023 | October 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 18012751 | Gaze Tracking | December 2022 | August 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18083347 | IMAGE-BASED COMPLEMENTARY ITEM RECOMMENDATIONS | December 2022 | November 2025 | Allow | 35 | 2 | 1 | No | No |
| 18082165 | SYSTEMS, METHODS, AND DEVICES FOR GENERATING DIGITAL AND CRYPTOGRAPHIC ASSETS BY MAPPING BODIES FOR N-DIMENSIONAL MONITORING USING MOBILE IMAGE DEVICES | December 2022 | April 2025 | Allow | 28 | 0 | 1 | No | No |
| 18082268 | OFF-AXIS LASER DETECTION | December 2022 | July 2025 | Allow | 31 | 1 | 1 | No | No |
| 18064590 | Normalized Resolution Determination For Multiple Video Stream Capture | December 2022 | May 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18070653 | EVALUATION SYSTEM, EVALUATION METHOD, AND PROGRAM | November 2022 | June 2025 | Allow | 30 | 1 | 0 | No | No |
| 17928237 | Method for Recognizing Image Artifacts, Control Device for Carrying Out a Method of this Kind, Recognition Device Having a Control Device of this Kind and Motor Vehicle Having a Recognition Device of this Kind | November 2022 | December 2025 | Abandon | 36 | 2 | 0 | No | No |
| 18058092 | Methods and Systems for the Efficient Acquisition, Conversion, and Display of Pathology Images | November 2022 | April 2024 | Allow | 16 | 1 | 0 | No | No |
| 17995775 | METHOD FOR DETERMINING THE VIABILITY OF CELLS | October 2022 | February 2025 | Allow | 28 | 0 | 0 | No | No |
| 17907662 | METHOD AND APPARATUS FOR DETECTING MOTION INFORMATION OF TARGET, DEVICE AND MEDIUM | September 2022 | June 2025 | Allow | 33 | 1 | 0 | No | No |
| 17948302 | ENHANCING MEDICAL IMAGING WORKFLOWS USING ARTIFICIAL INTELLIGENCE | September 2022 | January 2024 | Allow | 16 | 1 | 0 | No | No |
| 17931268 | Monitoring and analyzing body language with machine learning, using artificial intelligence systems for improving interaction between humans, and humans and robots | September 2022 | October 2023 | Allow | 13 | 1 | 0 | No | No |
| 17942699 | SYSTEM, DEVICE AND METHOD FOR OBJECT DETECTION IN VIDEO FEEDS | September 2022 | July 2023 | Allow | 10 | 1 | 0 | No | No |
| 17929462 | ANALYSIS SYSTEM FOR SATELLITE INFORMATION UTILIZATION AND THE OPERATION METHOD FOR THE SAME | September 2022 | November 2025 | Abandon | 39 | 2 | 0 | No | No |
| 17887124 | DETECTING CHANGE IN QUALITY AND OTHER OBSTRUCTIONS IN LICENSE PLATE RECOGNITION SYSTEMS | August 2022 | October 2025 | Allow | 38 | 2 | 0 | No | No |
| 17818987 | SYSTEM AND METHOD FOR IMPROVING IMAGE RESOLUTION OF 3-D REFRACTIVE INDEX MICROSCOPE BASED ON AI TECHNOLOGY | August 2022 | March 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 17862075 | SYSTEMS AND METHODS FOR DETECTING INBOUND AND OUTBOUND TRAFFIC AT A FACILITY | July 2022 | January 2024 | Allow | 18 | 1 | 0 | No | No |
| 17758411 | MOBILE SENSING SYSTEM FOR CROP MONITORING | July 2022 | June 2025 | Allow | 35 | 1 | 1 | Yes | No |
| 17852013 | IMAGE BASED METROLOGY OF SURFACE DEFORMATIONS | June 2022 | January 2025 | Allow | 31 | 0 | 1 | No | No |
| 17850681 | STRUCTURE FROM MOTION FOR DRONE VIDEOS | June 2022 | September 2023 | Allow | 15 | 1 | 0 | No | No |
| 17808045 | IMAGE-BASED KEYPOINT GENERATION | June 2022 | February 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 17836147 | CLOSED-LOOP DETECTING METHOD USING INVERTED INDEX-BASED KEY FRAME SELECTION STRATEGY, STORAGE MEDIUM AND DEVICE | June 2022 | March 2023 | Allow | 9 | 1 | 0 | No | No |
| 17835452 | CONTROL ACCESS UTILIZING VIDEO ANALYTICS | June 2022 | October 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17739814 | TRANSPOSED CONVOLUTION ON DOWNSAMPLED DATA | May 2022 | January 2025 | Allow | 32 | 1 | 0 | No | No |
| 17775573 | Video Advertising Signage Replacement | May 2022 | April 2025 | Abandon | 35 | 1 | 0 | No | No |
| 17731875 | SYSTEMS AND METHODS FOR COLOR-BASED OUTFIT CLASSIFICATION USING SEMANTIC EMBEDDINGS | April 2022 | December 2024 | Allow | 32 | 1 | 0 | No | No |
| 17728616 | Machine learning user motion identification using intra-body optical signals | April 2022 | December 2024 | Abandon | 32 | 1 | 0 | No | No |
| 17724228 | TRAFFIC FLOW MACHINE-LEARNING MODELING SYSTEM AND METHOD APPLIED TO VEHICLES | April 2022 | November 2024 | Allow | 31 | 1 | 0 | No | No |
| 17769590 | METHOD FOR VEHICLE HINGE POINT CALIBRATION AND CORRESPONDING CALIBRATION APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM | April 2022 | December 2024 | Allow | 32 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ABDI, AMARA.
With a 37.5% 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, 35.7% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting 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 is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner ABDI, AMARA works in Art Unit 2668 and has examined 761 patent applications in our dataset. With an allowance rate of 88.4%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 24 months.
Examiner ABDI, AMARA's allowance rate of 88.4% places them in the 69% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by ABDI, AMARA receive 1.41 office actions before reaching final disposition. This places the examiner in the 22% 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 ABDI, AMARA is 24 months. This places the examiner in the 83% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a -10.5% benefit to allowance rate for applications examined by ABDI, AMARA. This interview benefit is in the 3% 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, 32.7% of applications are subsequently allowed. This success rate is in the 69% 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 62.5% of cases where such amendments are filed. This entry rate is in the 87% 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, 44.4% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 40% 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 54.3% of appeals filed. This is in the 25% percentile among all examiners. Of these withdrawals, 31.6% 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, 52.7% are granted (fully or in part). This grant rate is in the 53% 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 0.4% of allowed cases (in the 58% 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 2.4% of allowed cases (in the 70% 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.