Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19022883 | IMAGE COMPARATOR WITH DIFFERENCE AREA LABELING | January 2025 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 18797265 | METHOD, DEVICE AND MEDIUM OF A FULL-AUTOMATIC CAPTURE FOR ROOM | August 2024 | March 2026 | Allow | 19 | 0 | 0 | No | No |
| 18795349 | SYSTEM AND METHOD FOR SYNCHRONIZED NAVIGATION AND ANNOTATION OF CORRELATED, HETEROGENEOUS SETS OF MEDICAL IMAGES | August 2024 | February 2026 | Allow | 19 | 0 | 0 | No | No |
| 18782314 | COMPUTER-READABLE RECORDING MEDIUM STORING AVATAR GENERATING PROGRAM, AVATAR GENERATING METHOD, AND INFORMATION PROCESSING DEVICE | July 2024 | February 2026 | Allow | 19 | 0 | 0 | No | No |
| 18770383 | IMAGE PROCESSING METHOD, APPARATUS, AND PROGRAM PRODUCT | July 2024 | January 2026 | Allow | 18 | 0 | 0 | No | No |
| 18731869 | Mapping a Real-World Room for A Shared Artificial Reality Environment | June 2024 | September 2025 | Allow | 15 | 1 | 0 | No | No |
| 18678551 | SYSTEM AND METHOD FOR BACKGROUND MODELLING FOR A VIDEO STREAM | May 2024 | January 2026 | Allow | 19 | 0 | 0 | Yes | No |
| 18674411 | LEARNING CHARACTER MODEL ANIMATIONS WITH A LAYER-WISE MIXTURE-OF-EXPERTS NETWORK | May 2024 | September 2025 | Abandon | 16 | 2 | 0 | No | No |
| 18661899 | SYSTEMS AND METHODS FOR AUTOMATIC IMAGE GENERATION | May 2024 | October 2025 | Allow | 18 | 0 | 0 | No | No |
| 18656015 | METHOD AND DEVICE WITH SYNTHETIC IMAGE GENERATION | May 2024 | October 2025 | Allow | 17 | 0 | 0 | No | No |
| 18654348 | System, Method, and Computer Program Product for Authenticating Identification Documents | May 2024 | February 2025 | Allow | 10 | 1 | 0 | No | No |
| 18655089 | OPTICAL SYSTEMS FOR HEAD- WORN COMPUTERS | May 2024 | July 2025 | Allow | 14 | 1 | 0 | No | No |
| 18629155 | USER INTERFACE FOR A FLASHLIGHT MODE ON AN ELECTRONIC DEVICE | April 2024 | January 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18616856 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM | March 2024 | September 2025 | Abandon | 17 | 2 | 0 | No | No |
| 18603206 | Diffusion-Based Multiple-Modality Image Fusion | March 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18587212 | METHODS OF ARTIFICIAL INTELLIGENCE-ASSISTED INFRASTRUCTURE ASSESSMENT USING MIXED REALITY SYSTEMS | February 2024 | January 2026 | Allow | 22 | 2 | 1 | No | No |
| 18683995 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM | February 2024 | September 2025 | Allow | 19 | 0 | 0 | No | No |
| 18434805 | METHOD FOR GENERATING PASS-THROUGH VIEW IN RESPONSE TO SELECTED MODE AND HOST | February 2024 | September 2025 | Allow | 20 | 0 | 0 | No | No |
| 18418987 | IMAGE PROCESSING DEVICE | January 2024 | December 2025 | Allow | 22 | 1 | 0 | No | No |
| 18413914 | Method and System for Image Processing | January 2024 | July 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18405322 | METHOD FOR PROVIDING SCALE TO ALIGN 3D OBJECTS IN 2D ENVIRONMENT | January 2024 | October 2025 | Abandon | 21 | 2 | 0 | No | No |
| 18576781 | AUGMENTED REALITY DISPLAY DEVICE AND AUGMENTED REALITY DISPLAY SYSTEM | January 2024 | December 2025 | Allow | 23 | 1 | 0 | No | No |
| 18575423 | METHOD FOR LABELLING AN EPIPOLAR-PROJECTED 3D IMAGE | December 2023 | July 2025 | Allow | 18 | 0 | 0 | No | No |
| 18399285 | PIXEL-BASED MULTI-VIEW GARMENT TRANSFER | December 2023 | October 2025 | Allow | 21 | 0 | 1 | No | No |
| 18536822 | INTERACTIVELY REFINING A DIGITAL IMAGE DEPTH MAP FOR NON DESTRUCTIVE SYNTHETIC LENS BLUR | December 2023 | September 2025 | Allow | 21 | 0 | 0 | No | No |
| 18528119 | CONTEXTUALIZED VISUAL SEARCH | December 2023 | December 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18522989 | SHARING NEIGHBORING MAP DATA ACROSS DEVICES | November 2023 | February 2025 | Allow | 15 | 1 | 0 | No | No |
| 18517392 | Computer Ball Device for Mixed Reality, Virtual Reality, or Augmented Reality | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18516334 | IMAGE PROCESSING DEVICE, IMAGE PROCESSING METHOD, AND IMAGE PROCESSING PROGRAM | November 2023 | September 2025 | Allow | 22 | 2 | 0 | No | No |
| 18508498 | GENERATING LIGHTING MAP USING AMBIENT LIGHT SENSOR AND TRACKING CAMERA | November 2023 | July 2025 | Allow | 20 | 0 | 0 | No | No |
| 18388714 | RENDERING OF SOFT SHADOWS | November 2023 | January 2026 | Abandon | 26 | 2 | 0 | No | Yes |
| 18505244 | IMAGE FUSION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | November 2023 | September 2025 | Abandon | 22 | 4 | 0 | No | No |
| 18502679 | AUTOMATICALLY GENERATING DESCRIPTIONS OF AUGMENTED REALITY EFFECTS | November 2023 | November 2025 | Allow | 25 | 1 | 0 | No | No |
| 18497871 | OPERATIONS USING SPARSE VOLUMETRIC DATA | October 2023 | January 2026 | Allow | 26 | 3 | 0 | Yes | No |
| 18494867 | AUGMENTED REALITY DEVICE AND ELECTRONIC DEVICE INTERACTING WITH AUGMENTED REALITY DEVICE | October 2023 | October 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18556984 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING SYSTEM | October 2023 | October 2025 | Allow | 24 | 1 | 0 | No | No |
| 18554934 | INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD | October 2023 | September 2025 | Allow | 23 | 1 | 0 | No | No |
| 18479995 | EVENT DRIVEN SENSOR (EDS) TRACKING OF LIGHT EMITTING DIODE (LED) ARRAY | October 2023 | April 2025 | Allow | 18 | 1 | 1 | No | No |
| 18480034 | HISTORY CLAMPING FOR DENOISING DYNAMIC RAY-TRACED SCENES USING TEMPORAL ACCUMULATION | October 2023 | January 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18474588 | UNIVERSAL STYLE TRANSFER USING MULTl-SCALE FEATURE TRANSFORM AND USER CONTROLS | September 2023 | September 2025 | Allow | 24 | 3 | 0 | Yes | No |
| 18472001 | METHOD FOR VIDEO ANTI-SHAKE PROCESSING, ELECTRONIC APPARATUS, AND STORAGE MEDIUM | September 2023 | September 2025 | Allow | 24 | 1 | 0 | No | No |
| 18467666 | SAMPLER FEEDBACK FOR TEXTURE SPACE SHADING | September 2023 | May 2025 | Allow | 20 | 0 | 0 | Yes | No |
| 18239095 | USER DEVICE UTILIZING ONE OR MORE MULTIDIMENSIONAL OBJECT DATABASES | August 2023 | May 2025 | Allow | 20 | 0 | 1 | No | No |
| 18236937 | METHOD FOR EDITING AN IMAGE | August 2023 | November 2024 | Allow | 15 | 1 | 0 | No | No |
| 18448439 | Application Programming Interface for Discovering Proximate Spatial Entities in an Artificial Reality Environment | August 2023 | February 2026 | Abandon | 30 | 1 | 0 | No | No |
| 18214192 | VIRTUAL VEHICLE GENERATION BY MULTI-SPECTRUM SCANNING | June 2023 | May 2024 | Allow | 11 | 1 | 0 | No | No |
| 18339086 | THREE-DIMENSIONAL CARDIAC REPRESENTATION | June 2023 | August 2025 | Abandon | 26 | 4 | 0 | Yes | No |
| 18330441 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUM | June 2023 | January 2025 | Allow | 20 | 0 | 0 | No | No |
| 18329982 | VIRTUAL AND AUGMENTED REALITY SYSTEMS AND METHODS | June 2023 | February 2026 | Allow | 32 | 3 | 1 | Yes | No |
| 18325922 | SYSTEM FOR VIEWING OF DENTAL TREATMENT OUTCOMES | May 2023 | April 2024 | Allow | 11 | 1 | 0 | No | No |
| 18201547 | ACTIVE DEFOCUS FOR DISPLAY ASSEMBLY | May 2023 | April 2025 | Allow | 23 | 0 | 0 | No | No |
| 18141751 | Systems and Methods for Switching Vision Correction Graphical Outputs on a Display of an Electronic Device | May 2023 | October 2024 | Allow | 18 | 2 | 1 | No | No |
| 18139929 | METHOD AND APPARATUS FOR PROCESSING ACTION OF VIRTUAL OBJECT, AND STORAGE MEDIUM | April 2023 | October 2025 | Allow | 30 | 2 | 0 | Yes | No |
| 18306816 | APPARATUS AND METHOD FOR PERFORMING NON-LOCAL MEANS FILTERING USING MOTION ESTIMATION CIRCUITRY OF A GRAPHICS PROCESSOR | April 2023 | March 2026 | Abandon | 35 | 4 | 0 | No | No |
| 18305828 | VIRTUAL REALITY SYSTEM | April 2023 | September 2025 | Abandon | 29 | 0 | 1 | No | No |
| 18303911 | SURROUND VIEW SYSTEM | April 2023 | June 2025 | Allow | 26 | 0 | 1 | No | No |
| 18136211 | Video See-Through Augmented Reality | April 2023 | November 2025 | Allow | 31 | 2 | 1 | Yes | No |
| 18300342 | OPTICAL MODULE AND VIRTUAL IMAGE DISPLAY DEVICE | April 2023 | February 2024 | Allow | 10 | 1 | 0 | No | No |
| 18131824 | LIGHT INVARIANT PATTERN MAPPING | April 2023 | July 2025 | Allow | 28 | 4 | 0 | Yes | No |
| 18122459 | ELECTRONIC DEVICE FOR PROVIDING AUGMENTED REALITY CONTENT AND OPERATION METHOD THEREOF | March 2023 | April 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18183626 | APPARATUSES AND METHODS FOR SECURELY PRESENTING DIGITAL OBJECTS | March 2023 | April 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18182783 | Artificial Reality Environment with Glints Displayed by an Extra Reality Device | March 2023 | May 2025 | Abandon | 26 | 2 | 0 | Yes | No |
| 18173739 | METHOD AND APPARATUS FOR DISPLAYING TRANSLUCENT IMAGE | February 2023 | February 2025 | Allow | 23 | 1 | 0 | No | No |
| 18109347 | System, Method, and Computer Program Product for Authenticating Identification Documents | February 2023 | January 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18157003 | GENERATING AND MODIFYING AN ARTIFICIAL REALITY ENVIRONMENT USING OCCLUSION SURFACES AT PREDETERMINED DISTANCES | January 2023 | April 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18094252 | HIGH QUALITY UI ELEMENTS WITH FRAME EXTRAPOLATION | January 2023 | February 2026 | Allow | 37 | 4 | 0 | Yes | No |
| 18147279 | METHODS OF ARTIFICIAL INTELLIGENCE-ASSISTED INFRASTRUCTURE ASSESSMENT USING MIXED REALITY SYSTEMS | December 2022 | November 2023 | Allow | 10 | 0 | 0 | No | No |
| 18147256 | METHODS OF ARTIFICIAL INTELLIGENCE-ASSISTED INFRASTRUCTURE ASSESSMENT USING MIXED REALITY SYSTEMS | December 2022 | October 2023 | Allow | 10 | 0 | 0 | No | No |
| 18073424 | OPTICAL SYSTEMS FOR HEAD-WORN COMPUTERS | December 2022 | March 2024 | Allow | 16 | 1 | 0 | No | No |
| 18000389 | APPARATUS AND METHODS FOR THREE-DIMENSIONAL POSE ESTIMATION | November 2022 | January 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18072199 | CONTROL DEVICE, CONTROL METHOD, AND RECORDING MEDIUM | November 2022 | May 2024 | Allow | 18 | 0 | 0 | No | No |
| 18056986 | EXPRESSION TRANSFER TO STYLIZED AVATARS | November 2022 | February 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18055910 | METHOD AND COMPUTER DEVICE FOR GENERATING A SIDE-BY-SIDE 3D IMAGE | November 2022 | May 2024 | Allow | 18 | 0 | 0 | No | No |
| 18053062 | GRAPHICS RENDERING | November 2022 | October 2025 | Abandon | 35 | 4 | 0 | Yes | No |
| 17982284 | SPATIAL PROCESSING FOR MAP GEOMETRY SIMPLIFICATION | November 2022 | June 2024 | Abandon | 19 | 1 | 0 | No | No |
| 18052862 | GENERATION OF IMAGES CORRESPONDING TO INPUT TEXT USING MULTI-ALGORITHM DIFFUSION SAMPLING | November 2022 | April 2024 | Allow | 18 | 0 | 0 | No | No |
| 17981240 | IMMERSIVE DISPLAYS | November 2022 | September 2024 | Abandon | 22 | 1 | 1 | Yes | No |
| 18052284 | Systems and Methods for Computer Animation of an Artificial Character Using Facial Poses From a Live Actor | November 2022 | February 2024 | Abandon | 15 | 1 | 0 | No | No |
| 17971535 | Computer Ball Device for Mixed Reality, Virtual Reality, or Augmented Reality | October 2022 | July 2023 | Allow | 9 | 0 | 0 | No | No |
| 18047924 | Parallax Asynchronous Spacewarp for Multiple Frame Extrapolation | October 2022 | November 2025 | Abandon | 37 | 3 | 0 | No | No |
| 17967230 | STYLIZING A WHOLE-BODY OF A PERSON | October 2022 | August 2025 | Allow | 34 | 2 | 1 | Yes | No |
| 18046758 | CONTEXT CONVERSION SYSTEMS AND METHODS FOR GEOMETRIC MODELING | October 2022 | December 2025 | Abandon | 38 | 4 | 1 | Yes | No |
| 17957784 | SYSTEMS AND METHODS FOR ASSESSING TRAILER UTILIZATION | September 2022 | May 2024 | Allow | 19 | 0 | 1 | No | No |
| 17957712 | INTENTIONAL VIRTUAL USER EXPRESSIVENESS | September 2022 | February 2025 | Abandon | 28 | 2 | 0 | Yes | No |
| 17936521 | Mapping a Real-World Room for A Shared Artificial Reality Environment | September 2022 | February 2024 | Allow | 17 | 0 | 0 | Yes | No |
| 17907535 | METHODS AND APPARATUS FOR OCCLUSION HANDLING TECHNIQUES | September 2022 | November 2025 | Allow | 38 | 2 | 0 | No | No |
| 17906349 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | September 2022 | July 2025 | Abandon | 34 | 3 | 0 | Yes | No |
| 17943208 | METHOD FOR OPERATING MIRRORED CONTENT UNDER MIRROR MODE AND COMPUTER READABLE STORAGE MEDIUM | September 2022 | April 2024 | Allow | 19 | 0 | 1 | No | No |
| 17944128 | OBJECT IDENTIFICATION DEVICE AND OBJECT IDENTIFICATION METHOD | September 2022 | April 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17931238 | PRIOR INFORMED POSE AND SCALE ESTIMATION | September 2022 | April 2024 | Allow | 19 | 1 | 0 | No | No |
| 17908771 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND PROGRAM | September 2022 | February 2026 | Abandon | 42 | 2 | 0 | No | No |
| 17823711 | APPARATUSES AND METHODS FOR PROCESSING SINGLE INSTRUCTION FOR IMAGE TRANSFORMATION FROM NON-INTEGRAL LOCATIONS | August 2022 | February 2024 | Allow | 17 | 0 | 0 | No | No |
| 17898136 | HIGH-DEFINITION REAL-TIME VIEW SYNTHESIS | August 2022 | June 2024 | Allow | 21 | 1 | 0 | No | No |
| 17821722 | VIRTUAL REALITY AVATAR ATTENTION-BASED SERVICES | August 2022 | August 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17821697 | THREE-DIMENSIONAL DISPLAY DEVICE, THREE-DIMENSIONAL DISPLAY METHOD, AND THREE-DIMENSIONAL DISPLAY PROGRAM | August 2022 | November 2025 | Abandon | 39 | 4 | 0 | Yes | No |
| 17893438 | METHOD OF BUILDING A THREE-DIMENSIONAL NETWORK SITE, NETWORK SITE OBTAINED BY THIS METHOD, AND METHOD OF NAVIGATING WITHIN OR FROM SUCH A NETWORK SITE | August 2022 | November 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17820129 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUM FOR GENERATING IMAGE OF MIXED WORLD | August 2022 | May 2025 | Abandon | 33 | 3 | 0 | Yes | No |
| 17887001 | Reinforced Differentiable Attribute for 3D Face Reconstruction | August 2022 | January 2026 | Abandon | 41 | 4 | 0 | Yes | Yes |
| 17815481 | INSURANCE INVENTORY AND CLAIM GENERATION | July 2022 | May 2025 | Allow | 34 | 5 | 0 | Yes | No |
| 17811349 | CALIBRATION SYSTEM AND METHOD TO ALIGN A 3D VIRTUAL SCENE AND A 3D REAL WORLD FOR A STEREOSCOPIC HEAD-MOUNTED DISPLAY | July 2022 | October 2023 | Allow | 16 | 0 | 1 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LHYMN, SARAH.
With a 59.4% 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, 50.0% 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 LHYMN, SARAH works in Art Unit 2613 and has examined 519 patent applications in our dataset. With an allowance rate of 70.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 24 months.
Examiner LHYMN, SARAH's allowance rate of 70.7% places them in the 33% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by LHYMN, SARAH receive 2.27 office actions before reaching final disposition. This places the examiner in the 63% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by LHYMN, SARAH is 24 months. This places the examiner in the 82% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +5.1% benefit to allowance rate for applications examined by LHYMN, SARAH. This interview benefit is in the 30% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 23.2% of applications are subsequently allowed. This success rate is in the 31% 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 12.2% of cases where such amendments are filed. This entry rate is in the 12% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.
When applicants request a pre-appeal conference (PAC) with this examiner, 7.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 24% 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 50.0% of appeals filed. This is in the 17% percentile among all examiners. Of these withdrawals, 12.5% 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, 73.2% are granted (fully or in part). This grant rate is in the 79% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 18% 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 0.5% of allowed cases (in the 56% 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.