Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19019564 | SCENE, POSE, AND ENVIRONMENT REPLACEMENT IN VIDEOS AND IMAGES USING GENERATIVE AI | January 2025 | March 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18861344 | CAPTURING MULTI-SPECTRAL IMAGES | October 2024 | February 2025 | Allow | 4 | 0 | 0 | No | No |
| 18823740 | VIRTUAL TRY-ON BASED ON PREDETERMINED CLOTH PATTERNS DRIVEN BY GENERATIVE AI | September 2024 | November 2024 | Allow | 3 | 0 | 0 | Yes | No |
| 18808818 | DROWSY DRIVING DETECTION | August 2024 | March 2025 | Allow | 6 | 1 | 0 | No | No |
| 18775533 | PERSONALIZED AVATARS USING TEXT DESCRIPTION OF FEATURES | July 2024 | November 2024 | Allow | 4 | 0 | 0 | Yes | No |
| 18769544 | AI-DRIVEN VIDEO STYLIZATION WITH TEXT DESCRIPTION TUNING | July 2024 | November 2024 | Allow | 4 | 1 | 0 | Yes | No |
| 18751168 | COMMON SENSE REASONING FOR DEEPFAKE DETECTION | June 2024 | February 2025 | Allow | 8 | 1 | 0 | No | No |
| 18748397 | AI-DRIVEN PHOTO STYLIZATION WITH TEXT DESCRIPTION TUNING | June 2024 | November 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18743640 | OPTICAL SKIN DETECTION FOR FACE UNLOCK | June 2024 | January 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18647482 | METHODS AND APPARATUS FOR SIMULATING A VIRTUAL CAMERA USING A COMPUTER TO GENERATE ANALYTICS OF A VIDEO | April 2024 | March 2025 | Allow | 11 | 1 | 0 | No | No |
| 18634353 | DROWSY DRIVING DETECTION | April 2024 | July 2024 | Allow | 3 | 0 | 0 | No | No |
| 18631983 | USING IMAGE PROCCESSING, MACHINE LEARNING AND IMAGES OF A HUMAN FACE FOR PROMPT GENERATION RELATED TO FALSE EYELASHES | April 2024 | June 2024 | Allow | 3 | 0 | 0 | No | No |
| 18609397 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM | March 2024 | February 2025 | Allow | 11 | 1 | 0 | No | No |
| 18585111 | PERSONALIZED FACE BIOMETRIC KEY GENERATION METHOD BASED ON DEEP NEURAL NETWORK CODING | February 2024 | May 2024 | Allow | 2 | 0 | 0 | No | No |
| 18421823 | APPARATUS AND METHOD FOR ASSESSING OPTICAL QUALITY OF GEMSTONES | January 2024 | November 2024 | Allow | 10 | 1 | 0 | No | No |
| 18398846 | SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE-BASED IMAGE ANALYSIS FOR CANCER ASSESSMENT | December 2023 | February 2025 | Allow | 14 | 1 | 0 | No | No |
| 18539544 | FEATURE MATCHING AND CORRESPONDENCE REFINEMENT AND 3D SUBMAP POSITION REFINEMENT SYSTEM AND METHOD FOR CENTIMETER PRECISION LOCALIZATION USING CAMERA-BASED SUBMAP AND LIDAR-BASED GLOBAL MAP | December 2023 | October 2024 | Allow | 10 | 1 | 0 | No | No |
| 18536092 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM OF VIDEO PROCESSING | December 2023 | August 2024 | Allow | 9 | 1 | 0 | No | No |
| 18517077 | DATA PROCESSING SYSTEMS, DEVICES, AND METHODS FOR CONTENT ANALYSIS | November 2023 | October 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18501467 | Method and System for Electronic Image Analysis | November 2023 | March 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18497625 | METHODS AND SYSTEM FOR PERFORMANCE ASSESSMENT OF CLEANING OPERATIONS | October 2023 | June 2024 | Allow | 8 | 0 | 0 | No | No |
| 18384105 | METHOD FOR MONITORING EMOTION AND BEHAVIOR DURING CONVERSATION FOR USER IN NEED OF PROTECTION | October 2023 | March 2024 | Allow | 5 | 0 | 0 | No | No |
| 18491533 | SYSTEMS AND METHODS FOR TONE MAPPING OF HIGH DYNAMIC RANGE IMAGES FOR HIGH-QUALITY DEEP LEARNING BASED PROCESSING | October 2023 | September 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18381195 | DYNAMIC FACIAL EXPRESSION RECOGNITION (FER) METHOD BASED ON DEMPSTER-SHAFER (DS) THEORY | October 2023 | January 2024 | Allow | 3 | 0 | 0 | No | No |
| 18485266 | DETECTION OF MOMENT OF PERCEPTION | October 2023 | October 2024 | Allow | 12 | 1 | 0 | No | No |
| 18373318 | PRODUCTION MONITORING AND ANALYSIS METHOD BASED ON AN IMAGE DATA ALGORITHM | September 2023 | November 2023 | Allow | 2 | 0 | 0 | No | No |
| 18466389 | METHODS AND APPARATUS FOR SIMULATING A VIRTUAL CAMERA USING A COMPUTER TO GENERATE ANALYTICS OF A VIDEO | September 2023 | February 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18465643 | IMAGE CLEANUP ON A MOBILE DEVICE | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18243539 | SYSTEMS FOR AND METHODS OF CREATING A LIBRARY OF FACIAL EXPRESSIONS | September 2023 | July 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18243527 | SYSTEMS FOR AND METHODS OF CREATING A LIBRARY OF FACIAL EXPRESSIONS | September 2023 | October 2023 | Allow | 2 | 0 | 0 | No | No |
| 18454722 | SYSTEMS AND METHODS FOR MATCHING FACIAL IMAGES TO REFERENCE IMAGES | August 2023 | January 2025 | Allow | 17 | 1 | 0 | No | No |
| 18264326 | OPTICAL SKIN DETECTION FOR FACE UNLOCK | August 2023 | March 2025 | Allow | 19 | 1 | 0 | No | No |
| 18346760 | COMPOUND EXPRESSION RECOGNITION METHOD WITH FEW SAMPLES OF MULTI-DOMAIN ADVERSARIAL LEARNING | July 2023 | September 2023 | Allow | 2 | 0 | 0 | No | No |
| 18332579 | IMAGE PROCESSING DEVICE AND FACE DETECTION METHOD | June 2023 | June 2025 | Allow | 25 | 0 | 0 | No | No |
| 18331798 | Color Image Analysis for Makeup Color Prediction Model | June 2023 | September 2024 | Abandon | 15 | 1 | 0 | No | No |
| 18323351 | IMAGE PROCESSING DEVICE AND IMAGE PROCESSING METHOD THEREOF | May 2023 | June 2024 | Allow | 13 | 1 | 0 | No | No |
| 18197571 | METHOD FOR PREDICTING DEFECTS IN ASSEMBLY UNITS | May 2023 | October 2024 | Allow | 17 | 1 | 0 | No | No |
| 18144574 | SYSTEMS AND METHODS FOR SPATIALLY SELECTIVE VIDEO CODING | May 2023 | June 2024 | Allow | 13 | 0 | 0 | No | No |
| 18296631 | METHOD AND APPARATUS WITH FINGERPRINT VERIFICATION | April 2023 | February 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18121827 | CONTEXT-AIDED MACHINE VISION | March 2023 | December 2023 | Allow | 9 | 1 | 0 | No | No |
| 18120309 | IMAGE CLEANUP ON A MOBILE DEVICE | March 2023 | August 2023 | Allow | 5 | 1 | 0 | No | No |
| 18174911 | Systems And Methods For Analyzing Colors | February 2023 | September 2023 | Allow | 7 | 1 | 0 | No | No |
| 18105595 | SHORT RANGE RADAR FOR FACE TRACKING | February 2023 | April 2025 | Allow | 27 | 0 | 0 | No | No |
| 18164458 | FACE IDENTITY PRESERVATION FOR IMAGE-TO-IMAGE MODELS USING STABLE DIFFUSION GENERATIVE MODEL | February 2023 | May 2025 | Allow | 28 | 0 | 0 | No | No |
| 18150610 | APPARATUS AND METHOD FOR IMAGE PROCESSING | January 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18067838 | SYSTEMS AND METHODS FOR ANALYSIS OF IMAGES OF APPAREL IN A CLOTHING SUBSCRIPTION PLATFORM | December 2022 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18068231 | SYSTEMS AND METHODS FOR TONE MAPPING OF HIGH DYNAMIC RANGE IMAGES FOR HIGH-QUALITY DEEP LEARNING BASED PROCESSING | December 2022 | October 2023 | Allow | 9 | 1 | 0 | No | No |
| 17992815 | MACHINE LEARNING FOR QUANTUM MATERIAL SYNTHESIS | November 2022 | April 2023 | Allow | 5 | 1 | 0 | No | No |
| 17984935 | SYSTEMS FOR AND METHODS OF CREATING A LIBRARY OF FACIAL EXPRESSIONS | November 2022 | June 2023 | Allow | 7 | 0 | 0 | No | No |
| 17968668 | MORPHOMETRIC GENOTYPING OF CELLS IN LIQUID BIOPSY USING OPTICAL TOMOGRAPHY | October 2022 | September 2023 | Allow | 11 | 1 | 0 | No | No |
| 17916813 | INFORMATION PROCESSING DEVICE AND METHOD, AND COMPUTER READABLE STORAGE MEDIUM | October 2022 | March 2025 | Allow | 29 | 1 | 0 | No | No |
| 17954406 | SYSTEM AND METHOD FOR PROCESSING MEDIA FOR FACIAL MANIPULATION | September 2022 | June 2025 | Allow | 33 | 0 | 0 | No | No |
| 17892727 | ELECTRONIC APPARATUS FOR PROCESSING AN IMAGE AND CONTROL METHOD THEREOF | August 2022 | March 2025 | Allow | 31 | 0 | 0 | No | No |
| 17888691 | METHOD AND SYSTEM FOR EMERGENCY RESPONSES BY EVALUATING MEDIA DATA | August 2022 | September 2024 | Allow | 25 | 0 | 0 | No | No |
| 17885942 | BEAUTY PROCESSING METHOD, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | August 2022 | May 2023 | Allow | 9 | 1 | 0 | No | No |
| 17886101 | IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | August 2022 | May 2023 | Allow | 9 | 1 | 0 | Yes | No |
| 17881354 | ARTIFICIAL INTELLIGENCE BASED IMAGE QUALITY ASSESSMENT SYSTEM | August 2022 | May 2023 | Allow | 10 | 1 | 0 | No | No |
| 17880440 | METHOD FOR PREDICTING DEFECTS IN ASSEMBLY UNITS | August 2022 | April 2025 | Allow | 32 | 0 | 0 | No | No |
| 17812904 | METHODS AND SYSTEM FOR PERFORMANCE ASSESSMENT OF CLEANING OPERATIONS | July 2022 | June 2023 | Allow | 11 | 1 | 0 | No | No |
| 17792550 | LEARNING DATASET GENERATION DEVICE AND LEARNING DATASET GENERATION METHOD | July 2022 | October 2024 | Allow | 27 | 1 | 0 | No | No |
| 17846486 | NOISE ENHANCED HISTOGRAMS | June 2022 | June 2023 | Allow | 12 | 1 | 0 | No | No |
| 17842401 | INCREASING DYNAMIC RANGE OF A VIRTUAL PRODUCTION DISPLAY | June 2022 | September 2023 | Abandon | 15 | 1 | 0 | No | No |
| 17837450 | IMAGE PROCESSING APPARATUS AND RECORDING MEDIUM | June 2022 | September 2024 | Allow | 28 | 0 | 0 | Yes | No |
| 17832493 | SYSTEMS FOR AND METHODS OF CREATING A LIBRARY OF FACIAL EXPRESSIONS | June 2022 | August 2022 | Allow | 2 | 0 | 0 | No | No |
| 17782521 | IMAGE CAPTURING METHOD AND DEVICE, APPARATUS, AND STORAGE MEDIUM | June 2022 | November 2024 | Allow | 29 | 1 | 0 | No | No |
| 17830208 | GENERALIZED ANOMALY DETECTION | June 2022 | May 2025 | Allow | 35 | 0 | 0 | No | No |
| 17824833 | Microscopy System and Method for Generating Stylized Contrast Images | May 2022 | September 2022 | Allow | 4 | 0 | 0 | No | No |
| 17752347 | METHOD AND APPARATUS FOR INTERPOLATING FRAME BASED ON ARTIFICIAL INTELLIGENCE | May 2022 | August 2024 | Allow | 26 | 0 | 0 | No | No |
| 17749384 | Color Image Analysis for Makeup Color Prediction Model | May 2022 | July 2023 | Abandon | 14 | 1 | 0 | No | No |
| 17741632 | EYE GAZE DETECTION METHOD, EYE GAZE DETECTION DEVICE, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM | May 2022 | April 2025 | Allow | 35 | 1 | 0 | Yes | No |
| 17662608 | LEVERAGING COMPUTER VISION AND MACHINE LEARNING TO IDENTIFY COMPELLING SCENES | May 2022 | April 2023 | Allow | 11 | 1 | 0 | No | No |
| 17720575 | OBJECT TRACKING METHOD AND OBJECT TRACKING DEVICE | April 2022 | June 2024 | Allow | 26 | 0 | 0 | No | No |
| 17658652 | METHODS AND SYSTEMS FOR FACE ALIGNMENT | April 2022 | April 2023 | Allow | 12 | 1 | 0 | No | No |
| 17715871 | LUMINANCE-GUIDED IMAGE DE-MOSAICING AND DE-NOISING | April 2022 | May 2023 | Allow | 13 | 1 | 0 | No | No |
| 17766604 | SENSING DEVICE, SIGNAL PROCESSING SYSTEM, AND METHOD OF CONTROLLING SENSING DEVICE | April 2022 | April 2025 | Allow | 36 | 1 | 0 | No | No |
| 17711455 | SUBJECT DETECTING METHOD AND DEVICE, ELECTRONIC DEVICE, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM | April 2022 | March 2025 | Allow | 36 | 1 | 0 | No | No |
| 17762796 | SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE-BASED IMAGE ANALYSIS FOR CANCER ASSESSMENT | March 2022 | September 2023 | Allow | 18 | 1 | 0 | No | No |
| 17696240 | FACE IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | March 2022 | June 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17696223 | FACE IMAGE PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | March 2022 | June 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17654387 | SYSTEMS AND METHODS FOR MATCHING FACIAL IMAGES TO REFERENCE IMAGES | March 2022 | November 2024 | Allow | 32 | 1 | 0 | No | No |
| 17679026 | IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD, AND PROGRAM | February 2022 | March 2023 | Allow | 13 | 1 | 0 | No | No |
| 17670411 | APPARATUS AND METHOD FOR ASSESSING OPTICAL QUALITY OF GEMSTONES | February 2022 | October 2023 | Allow | 20 | 1 | 0 | No | No |
| 17590415 | CORNER DETECTION METHOD AND CORNER DETECTION DEVICE | February 2022 | September 2024 | Allow | 31 | 0 | 0 | No | No |
| 17626162 | IMAGE PROCESSING METHOD AND DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | January 2022 | June 2024 | Allow | 29 | 0 | 0 | No | No |
| 17647079 | SYSTEMS AND METHODS FOR MATCHING FACIAL IMAGES TO REFERENCE IMAGES | January 2022 | April 2023 | Allow | 16 | 1 | 0 | No | No |
| 17568768 | DATA PROCESSING SYSTEMS, DEVICES, AND METHODS FOR CONTENT ANALYSIS | January 2022 | July 2023 | Allow | 18 | 1 | 0 | No | No |
| 17568157 | DATA-DRIVEN, PHOTOREALISTIC SOCIAL FACE-TRAIT ENCODING, PREDICTION, AND MANIPULATION USING DEEP NEURAL NETWORKS | January 2022 | March 2023 | Allow | 15 | 1 | 0 | No | No |
| 17568156 | METHOD FOR PROCESSING IMAGES AND ELECTRONIC DEVICE | January 2022 | June 2022 | Allow | 6 | 1 | 0 | No | No |
| 17557794 | METHOD AND SYSTEM FOR AUTOMATICALLY ANALYZING PLACENTA INSUFFICIENCY IN A CURVED TOPOGRAPHICAL ULTRASOUND IMAGE SLICE | December 2021 | April 2024 | Allow | 27 | 0 | 0 | No | No |
| 17556401 | SYSTEM AND METHOD FOR COMPUTING RELATIVE ROTATION AND RELATIVE TRANSLATION OF BACK-TO-BACK CAMERAS | December 2021 | April 2024 | Allow | 28 | 0 | 0 | No | No |
| 17556091 | METHODS, SYSTEMS, AND DEVICES FOR MONITORING A WEB OF MATERIAL TRANSLATING ALONG A TRAVEL PATH | December 2021 | January 2025 | Allow | 37 | 1 | 0 | No | No |
| 17542916 | FACE DETECTION BASED ON FACIAL KEY-POINTS | December 2021 | March 2025 | Allow | 39 | 1 | 0 | No | No |
| 17539007 | INCREASING DYNAMIC RANGE OF A VIRTUAL PRODUCTION DISPLAY | November 2021 | April 2022 | Allow | 5 | 0 | 0 | No | No |
| 17531446 | PHOTO COMPOSITES | November 2021 | October 2024 | Allow | 34 | 1 | 0 | No | No |
| 17612750 | IMAGE PROCESSING METHOD, APPARATUS AND DEVICE AND COMPUTER-READABLE STORAGE MEDIUM | November 2021 | April 2025 | Allow | 40 | 1 | 0 | No | No |
| 17454833 | SYSTEMS AND METHODS FOR IMAGE PROCESSING | November 2021 | March 2024 | Allow | 28 | 0 | 0 | No | No |
| 17524387 | IMAGE PROCESSING METHOD AND APPARATUS, STORAGE MEDIUM, AND ELECTRONIC DEVICE | November 2021 | October 2024 | Allow | 35 | 1 | 0 | Yes | No |
| 17514548 | SYSTEM AND METHOD FOR DETERMINING A FACIAL EXPRESSION | October 2021 | April 2024 | Allow | 30 | 1 | 0 | No | No |
| 17506189 | APPARATUS AND METHOD | October 2021 | November 2023 | Allow | 25 | 1 | 0 | No | No |
| 17500289 | ENHANCED HIGH-DYNAMIC-RANGE IMAGING AND TONE MAPPING | October 2021 | March 2023 | Allow | 17 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner TRAN, PHUOC.
With a 20.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges 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, 12.5% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner TRAN, PHUOC works in Art Unit 2668 and has examined 800 patent applications in our dataset. With an allowance rate of 92.9%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 20 months.
Examiner TRAN, PHUOC's allowance rate of 92.9% places them in the 79% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by TRAN, PHUOC receive 0.76 office actions before reaching final disposition. This places the examiner in the 7% 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 TRAN, PHUOC is 20 months. This places the examiner in the 88% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a -0.2% benefit to allowance rate for applications examined by TRAN, PHUOC. This interview benefit is in the 10% 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, 37.5% of applications are subsequently allowed. This success rate is in the 82% 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 34.0% 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 10% 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 44.4% of appeals filed. This is in the 7% percentile among all examiners. Of these withdrawals, 25.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). 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, 53.8% are granted (fully or in part). This grant rate is in the 67% 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 0.9% of allowed cases (in the 66% 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 0.5% of allowed cases (in the 50% 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.