Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19038210 | PERSONALIZED DIGITAL VISUAL REPRESENTATION SYSTEM AND METHOD | January 2025 | July 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18673295 | NONINVASIVE MULTIMODAL ORAL ASSESSMENT SYSTEMS | May 2024 | April 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18660382 | HEAD MODELING FOR A THERAPEUTIC OR DIAGNOSTIC PROCEDURE | May 2024 | April 2025 | Allow | 11 | 0 | 0 | No | No |
| 18631962 | USING IMAGE PROCCESSING, MACHINE LEARNING AND IMAGES OF A HUMAN FACE FOR PROMPT GENERATION RELATED TO BEAUTY PRODUCTS FOR THE HUMAN FACE | April 2024 | January 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 18609168 | POLYGON CORRECTION METHOD AND APPARATUS, POLYGON GENERATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | March 2024 | November 2025 | Allow | 20 | 0 | 0 | Yes | No |
| 18608640 | METHOD AND SYSTEM FOR GENERATING POLYGON MESHES APPROXIMATING SURFACES USING ITERATION FOR MESH VERTEX POSITIONS | March 2024 | June 2025 | Allow | 15 | 1 | 0 | No | No |
| 18402239 | ANNOTATION TOOLS FOR RECONSTRUCTING THREE-DIMENSIONAL ROOF GEOMETRY | January 2024 | December 2025 | Allow | 24 | 1 | 0 | No | No |
| 18396421 | DETAILED 3D OBJECT RECONSTRUCTION METHOD AND APPARATUS USING LAPLACIAN COORDINATES | December 2023 | November 2025 | Allow | 23 | 0 | 0 | Yes | No |
| 18544253 | VIRTUAL REALITY TRAINING DEVICE | December 2023 | April 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18541479 | SYSTEM AND METHOD OF GENERATING A 3D REPRESENTATION OF AN OBJECT | December 2023 | July 2025 | Allow | 19 | 1 | 0 | No | No |
| 18540224 | SYSTEMS AND METHODS FOR GENERATING SYNTHETIC IMAGES OF A TRAINING DATABASE | December 2023 | October 2025 | Abandon | 22 | 2 | 0 | No | No |
| 18540462 | RAY TRACING OF DISPLACED MICRO MESHES USING A BOUNDING PRISM HIERARCHY | December 2023 | January 2026 | Allow | 25 | 1 | 0 | No | No |
| 18522577 | PARTS-BASED DECOMPOSITION OF HUMAN BODY FOR BLEND SHAPE PIPELINE INTEGRATION AND MUSCLE PRIOR CREATION | November 2023 | February 2026 | Allow | 27 | 2 | 0 | No | No |
| 18509679 | GRAPHICS PROCESSORS | November 2023 | July 2025 | Allow | 20 | 0 | 0 | No | No |
| 18509426 | GRAPHICS PROCESSORS | November 2023 | January 2026 | Allow | 26 | 1 | 0 | Yes | No |
| 18503934 | PROGRESSIVE MATERIAL CACHING | November 2023 | December 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18386284 | DATA PROCESSING METHOD, APPARATUS, DEVICE, AND MEDIUM | November 2023 | June 2025 | Allow | 20 | 0 | 0 | No | No |
| 18500700 | SELECTING BLOCKS TO REPRESENT SCENE | November 2023 | March 2026 | Allow | 28 | 1 | 0 | Yes | No |
| 18558511 | MODELING METHOD AND SYSTEM FOR TUBULAR STRUCTURE, AND COMPUTER-READABLE STORAGE MEDIUM THEREOF | November 2023 | September 2025 | Allow | 23 | 0 | 0 | No | No |
| 18493934 | IMAGE PROCESSING METHOD, IMAGING PROCESSING APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | October 2023 | June 2025 | Allow | 20 | 0 | 0 | No | No |
| 18375046 | Fused Bounding Volume Hierarchy for Multiple Levels of Detail | September 2023 | December 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18472820 | METHOD AND APPARATUS FOR SELECTIVELY PRESENTING CONTENT | September 2023 | January 2025 | Abandon | 16 | 1 | 0 | No | No |
| 18472581 | AUTOMATIC HEAD POSE NEUTRALIZATION AND BLEND SHAPE GENERATION | September 2023 | November 2025 | Allow | 25 | 1 | 0 | No | No |
| 18368511 | V3C SYNTAX NEW BASEMESH PATCH DATA UNIT | September 2023 | July 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18243796 | RECONSTRUCTION OF A 3D MESH OF A PERSON | September 2023 | January 2026 | Allow | 28 | 1 | 0 | No | No |
| 18449652 | SYSTEM AND METHOD FOR USING PHYSICS-BASED DEPICTIONS OF PROTEIN SHAPES IN VISUALIZATION AND SHAPE-CONDITIONED DRUG CANDIDATE GENERATION | August 2023 | December 2025 | Abandon | 29 | 1 | 0 | No | No |
| 18449677 | GENERATIVE TILE PATTERNING USING APERIODIC MONOTILES | August 2023 | July 2025 | Allow | 23 | 0 | 0 | No | No |
| 18546043 | POSITION DETERMINATION METHOD AND DEVICE | August 2023 | March 2026 | Allow | 31 | 2 | 0 | No | No |
| 18352954 | PHYSIOLOGICAL RESPONSE PREDICTION SYSTEM | July 2023 | February 2025 | Allow | 19 | 1 | 1 | Yes | No |
| 18348369 | METHOD FOR MERGING SURFACE SKIN THREE-DIMENSIONAL DATA | July 2023 | October 2023 | Allow | 4 | 0 | 0 | No | No |
| 18214634 | IMAGE RENDERING METHOD AND RELATED DEVICE THEREOF | June 2023 | April 2025 | Allow | 21 | 0 | 0 | No | No |
| 18213789 | GENERATING TEETH IMAGES COLORED BASED ON TEETH DEPTH | June 2023 | September 2024 | Allow | 15 | 1 | 0 | No | No |
| 18258493 | METHOD AND DEVICE FOR RECONSTRUCTING THREE-DIMENSIONAL FACES AND STORAGE MEDIUM | June 2023 | May 2025 | Allow | 23 | 0 | 0 | No | No |
| 18201013 | METHOD AND APPARATUS FOR ENCODING AND DECODING THREE-DIMENSIONAL SCENES IN AND FROM A DATA STREAM | May 2023 | October 2024 | Allow | 17 | 2 | 0 | No | No |
| 18320716 | SYNTHESIZING THREE-DIMENSIONAL SHAPES USING LATENT DIFFUSION MODELS IN CONTENT GENERATION SYSTEMS AND APPLICATIONS | May 2023 | May 2025 | Allow | 24 | 0 | 0 | No | No |
| 18317279 | DATA PROCESSING APPARATUS AND METHOD | May 2023 | August 2025 | Allow | 27 | 1 | 0 | No | No |
| 18143700 | AVATAR OUTPUT DEVICE, TERMINAL DEVICE, AVATAR OUTPUT METHOD, AND PROGRAM | May 2023 | April 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18304179 | GENERATING SHADOWS FOR OBJECTS IN TWO-DIMENSIONAL IMAGES UTILIZING A PLURALITY OF SHADOW MAPS | April 2023 | July 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18136208 | VOLUMETRIC IMAGING TECHNIQUE FOR MEDICAL IMAGING PROCESSING SYSTEM | April 2023 | April 2024 | Allow | 12 | 1 | 0 | No | No |
| 18302218 | IMAGE DISPLAY DEVICE AND METHOD FOR CONTROLLING THE SAME | April 2023 | May 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18299748 | SEPARATELY PROCESSING REGIONS OR OBJECTS OF INTEREST FROM A RENDER ENGINE TO A DISPLAY ENGINE OR A DISPLAY PANEL | April 2023 | September 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 18133658 | GENERATING THREE-DIMENSIONAL GEO-REGISTERED MAPS FROM IMAGE DATA | April 2023 | March 2024 | Allow | 12 | 1 | 0 | No | No |
| 18295964 | AUTOMATICALLY GENERATING GRAPH GRAMMARS FROM SHAPES | April 2023 | September 2025 | Allow | 29 | 1 | 0 | No | No |
| 18128806 | PROCESS MANAGEMENT APPARATUS, PROCESS MANAGEMENT METHOD, AND STORAGE MEDIUM | March 2023 | June 2024 | Abandon | 14 | 1 | 0 | No | No |
| 18118801 | MODELLING BLOOD VESSELS AND BLOOD FLOW | March 2023 | April 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18115378 | V3C SYNTAX EXTENSION FOR MESH COMPRESSION | February 2023 | October 2025 | Allow | 31 | 3 | 0 | No | No |
| 18112977 | NEURAL NETWORK-BASED IMAGE GENERATION | February 2023 | October 2025 | Allow | 32 | 1 | 0 | No | No |
| 18165277 | COMPRESSING IMAGES FOR DISPLAY ON ELECTRONIC LABELS | February 2023 | July 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18007226 | DERIVING METROLOGY DATA FOR AN OBJECT BASED ON ABSTRACT GEOMETRY DATA | January 2023 | November 2024 | Allow | 21 | 0 | 0 | Yes | No |
| 18099186 | METHOD AND SYSTEM FOR FACILITATING GENERATION OF BACKGROUND REPLACEMENT MASKS FOR IMPROVED LABELED IMAGE DATASET COLLECTION | January 2023 | July 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18093364 | Toggling Operating Modes For Generating 3D Representations | January 2023 | July 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18086494 | DISPLAY METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | December 2022 | October 2025 | Abandon | 34 | 2 | 0 | No | No |
| 18068711 | DISPLAYING A VIRTUAL DISPLAY | December 2022 | October 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 18061271 | MIXED REALITY WORKFLOW GENERATION | December 2022 | March 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17928493 | ANATOMICAL SCENE VISUALIZATION SYSTEMS AND METHODS | November 2022 | December 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17994989 | SYSTEMS AND METHODS TO PROPOSE A PROJECT | November 2022 | March 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 17928217 | FACIAL MODEL RECONSTRUCTION METHOD AND APPARATUS, AND MEDIUM AND DEVICE | November 2022 | August 2024 | Allow | 20 | 1 | 0 | No | No |
| 17994752 | SYSTEMS AND METHODS FOR EDITING CONTENT ITEMS IN AUGMENTED REALITY | November 2022 | May 2025 | Allow | 40 | 2 | 0 | No | No |
| 17993377 | IMAGE CAPTURE FOR A MULTI-DIMENSIONAL BUILDING MODEL | November 2022 | August 2024 | Allow | 21 | 0 | 0 | No | No |
| 17989548 | Graphics Processors | November 2022 | November 2024 | Allow | 24 | 1 | 0 | No | No |
| 17793741 | Display Method and Electronic Device | November 2022 | July 2024 | Allow | 24 | 0 | 0 | No | No |
| 18055911 | VIRTUAL REALITY DESIGN NAVIGATION USING A TEMPORAL COLLABORATION DEPENDENCY MAP | November 2022 | March 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 18055585 | MODIFYING TWO-DIMENSIONAL IMAGES UTILIZING SEGMENTED THREE-DIMENSIONAL OBJECT MESHES OF THE TWO-DIMENSIONAL IMAGES | November 2022 | January 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 17923822 | DIFFERENTIABLE INVERSE RENDERING BASED ON RADIATIVE BACKPROPAGATION | November 2022 | November 2024 | Allow | 24 | 1 | 0 | No | No |
| 18052870 | GENERATION OF IMAGE CORRESPONDING TO INPUT TEXT USING MULTI-TEXT GUIDED IMAGE CROPPING | November 2022 | May 2024 | Allow | 19 | 0 | 0 | No | No |
| 17922054 | SYSTEM AND METHOD FOR PROVIDING VIRTUAL THREE-DIMENSIONAL MODEL | October 2022 | April 2025 | Abandon | 30 | 2 | 0 | No | No |
| 17974199 | THROTTLING HULL SHADERS BASED ON TESSELLATION FACTORS IN A GRAPHICS PIPELINE | October 2022 | November 2023 | Allow | 13 | 1 | 0 | No | No |
| 17969786 | GENERATED OFFERING EXPOSURE | October 2022 | November 2024 | Allow | 25 | 1 | 0 | No | No |
| 17965817 | DATA PROCESSING METHOD AND DATA PROCESSING SYSTEM | October 2022 | August 2024 | Allow | 22 | 1 | 0 | No | No |
| 17966543 | SAFETY POLICY FOR CONTACT INTERACTIONS BETWEEN AVATARS | October 2022 | February 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 17966349 | INTERACTIVE IMAGE GENERATION | October 2022 | June 2025 | Allow | 32 | 3 | 0 | Yes | No |
| 17965470 | METHOD AND SYSTEM FOR IMAGE TRANSLATION | October 2022 | September 2024 | Allow | 23 | 1 | 0 | No | No |
| 17962070 | SYSTEMS AND METHODS FOR ENHANCED OUTDOOR DISPLAYS VIA AUGMENTED REALITY | October 2022 | September 2024 | Allow | 23 | 1 | 0 | No | No |
| 17960367 | CLICK BASED CONTOUR EDITING | October 2022 | September 2024 | Allow | 23 | 1 | 0 | No | No |
| 17915424 | Artificial Intelligence-Based Assistant For Concurrent Review Of Needle Core Prostate Biopsies | September 2022 | August 2025 | Allow | 34 | 3 | 0 | Yes | No |
| 17954098 | METHOD AND SYSTEM FOR CREATING STICKERS FROM USER-GENERATED CONTENT | September 2022 | August 2024 | Allow | 23 | 1 | 0 | No | No |
| 17953787 | METHOD OF DISPLAYING CONTENT BY AUGMENTED REALITY DEVICE AND AUGMENTED REALITY DEVICE FOR DISPLAYING CONTENT | September 2022 | August 2024 | Allow | 23 | 1 | 0 | No | No |
| 17953827 | METHOD AND APPARATUS FOR SELECTIVELY PRESENTING CONTENT | September 2022 | October 2023 | Abandon | 12 | 1 | 0 | No | No |
| 17950836 | DETECTION OF BOUNDARY LOOPS IN NON-MANIFOLD MESHES | September 2022 | March 2024 | Allow | 17 | 0 | 0 | No | No |
| 17912919 | HEAD-MOUNTED DISPLAY AND IMAGE DISPLAY SYSTEM | September 2022 | September 2025 | Allow | 36 | 3 | 0 | Yes | No |
| 17940708 | HEAD MODELING FOR A THERAPEUTIC OR DIAGNOSTIC PROCEDURE | September 2022 | February 2024 | Allow | 17 | 2 | 0 | Yes | No |
| 17938937 | PROCESSING DEVICE AND PROCESSING METHOD FOR RAY TRACING ACCELERATION STRUCTURE | September 2022 | July 2024 | Allow | 22 | 2 | 0 | No | No |
| 17939015 | AUTO-FOCUS TOOL FOR MULTIMODALITY IMAGE REVIEW | September 2022 | November 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17897871 | PRECISE MANIPULATION OF VIRTUAL OBJECT POSITION IN AN EXTENDED REALITY ENVIRONMENT | August 2022 | September 2023 | Allow | 13 | 2 | 0 | Yes | No |
| 17898418 | PACKED DATA ELEMENT PREDICATION PROCESSORS, METHODS, SYSTEMS, AND INSTRUCTIONS | August 2022 | February 2024 | Allow | 18 | 1 | 0 | No | No |
| 17891803 | METHOD FOR BONE COLLISION DETECTION USING A STEREOTACTIC IMAGE-GUIDED NAVIGATION SYSTEM | August 2022 | December 2024 | Allow | 28 | 0 | 0 | No | No |
| 17882972 | SYSTEMS AND METHODS FOR VISUALIZING THE ORIENTATION OF HARVESTING IMPLEMENTS | August 2022 | December 2024 | Abandon | 28 | 1 | 0 | No | No |
| 17882102 | METHOD AND SYSTEM FOR GENERATING AN ANIMATION FROM A STATIC IMAGE | August 2022 | May 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17816976 | FOVEATED SCALING FOR RENDERING AND BANDWIDTH WORKLOADS | August 2022 | July 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 17875081 | RESOLVING GARMENT COLLISIONS USING NEURAL NETWORKS | July 2022 | January 2024 | Allow | 18 | 0 | 0 | No | No |
| 17806543 | Joint Autoencoder for Identity and Expression | June 2022 | June 2024 | Allow | 24 | 1 | 0 | No | No |
| 17835754 | Neural networks to generate appearance-responsive material map sets in digital graphical environments | June 2022 | December 2023 | Allow | 18 | 0 | 0 | No | No |
| 17806029 | SYSTEM AND METHOD FOR GENERATING A THREE-DIMENSIONAL PHOTOGRAPHIC IMAGE | June 2022 | September 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17834150 | DYNAMIC ALLOCATION OF CACHE BASED ON INSTANTANEOUS BANDWIDTH CONSUMPTION AT COMPUTING DEVICES | June 2022 | September 2024 | Allow | 27 | 4 | 0 | Yes | No |
| 17831321 | METHOD AND SYSTEM FOR GENERATING POLYGON MESHES APPROXIMATING SURFACES USING ITERATION FOR MESH VERTEX POSITIONS | June 2022 | December 2023 | Allow | 18 | 0 | 0 | No | No |
| 17804801 | Immersive Media Content Encoding and Rendering | May 2022 | May 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17828914 | GRAPHICS PROCESSING SYSTEMS AND METHODS WITH GEOMETRY LEVEL OF DETAIL PROCESSING | May 2022 | March 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 17826247 | NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM, FEATURE VALUE CALCULATION METHOD, AND INFORMATION PROCESSING APPARATUS | May 2022 | August 2025 | Abandon | 39 | 4 | 0 | No | No |
| 17663794 | Attribute Value Compression for a Three-Dimensional Mesh Using Geometry Information to Guide Prediction | May 2022 | October 2023 | Allow | 17 | 0 | 0 | Yes | No |
| 17663128 | ARRANGEMENT AND METHOD FOR PROVISION OF ENHANCED TWO-DIMENSIONAL IMAGING DATA | May 2022 | July 2024 | Allow | 26 | 2 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ZALALEE, SULTANA MARCIA.
With a 42.9% 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, 17.6% 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 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 shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner ZALALEE, SULTANA MARCIA works in Art Unit 2614 and has examined 199 patent applications in our dataset. With an allowance rate of 72.4%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 32 months.
Examiner ZALALEE, SULTANA MARCIA's allowance rate of 72.4% places them in the 35% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by ZALALEE, SULTANA MARCIA receive 2.39 office actions before reaching final disposition. This places the examiner in the 68% 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 ZALALEE, SULTANA MARCIA 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 +12.1% benefit to allowance rate for applications examined by ZALALEE, SULTANA MARCIA. This interview benefit is in the 48% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 22.8% of applications are subsequently allowed. This success rate is in the 30% 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 21.4% of cases where such amendments are filed. This entry rate is in the 27% 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, 40.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 37% 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 53.3% of appeals filed. This is in the 24% percentile among all examiners. Of these withdrawals, 50.0% 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, 57.1% are granted (fully or in part). This grant rate is in the 60% 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 0.0% 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 0.0% of allowed cases (in the 24% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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.