Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19213529 | ROLL MAP FOR ELECTRODE COATING PROCESS AND ROLL MAP CREATION METHOD AND SYSTEM | May 2025 | August 2025 | Allow | 3 | 1 | 0 | No | No |
| 19199219 | SIGNATURE-ASSISTED SMART MIRROR | May 2025 | August 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 18955043 | SYSTEM AND METHOD FOR CUSTOMER REVIEW MANAGEMENT | November 2024 | February 2025 | Allow | 3 | 0 | 0 | No | No |
| 18883265 | SYSTEM AND METHOD FOR CUSTOMER REVIEW MANAGEMENT | September 2024 | March 2025 | Allow | 6 | 2 | 0 | No | No |
| 18801345 | ROLL MAP FOR ELECTRODE COATING PROCESS AND ROLL MAP CREATION METHOD AND SYSTEM | August 2024 | March 2025 | Allow | 7 | 1 | 0 | No | No |
| 18762589 | INTERACTION ANALYSIS SYSTEMS AND METHODS | July 2024 | May 2025 | Allow | 10 | 2 | 0 | Yes | No |
| 18636946 | CONFIGURING A MESSAGE CARD | April 2024 | January 2025 | Allow | 9 | 1 | 0 | No | No |
| 18622051 | User-Specific Content Generation Using Text-To-Image Machine-Learned Models | March 2024 | February 2026 | Allow | 22 | 0 | 0 | No | No |
| 18594048 | ARTIFICIAL INTELLIGENCE (AI) / MACHINE LEARNING (ML) ENABLED ADAPTIVE/CONFIGURABLE INTERNET-OF-THINGS (IoT) SERVICES | March 2024 | March 2026 | Allow | 24 | 1 | 0 | Yes | No |
| 18593684 | DETECTING AND PROCESSING CURVED TEXT IN DOCUMENTS | March 2024 | November 2025 | Allow | 20 | 0 | 0 | No | No |
| 18444185 | SYSTEMS FOR HIGHLY EFFICIENT REVIEW OF IMAGE SUBSETS USING DICTATION CRITERIA | February 2024 | February 2026 | Allow | 24 | 1 | 0 | No | No |
| 18437004 | 3D USER INTERFACE DEPTH FORGIVENESS | February 2024 | October 2025 | Allow | 20 | 0 | 0 | No | No |
| 18433262 | REDUCED-SIZE INTERFACES FOR MANAGING ALERTS | February 2024 | January 2026 | Allow | 24 | 1 | 0 | Yes | No |
| 18427199 | Artificial Reality Collaborative Working Environments | January 2024 | October 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18420604 | AUDIO AND VISUAL EQUIPMENT AND APPLIED METHOD THEREOF | January 2024 | January 2026 | Abandon | 24 | 1 | 0 | No | No |
| 18411466 | Movement Tracking for Video Communications in a Virtual Environment | January 2024 | July 2025 | Allow | 18 | 1 | 0 | No | No |
| 18407005 | EMOJI THAT INDICATES A LOCATION OF BINAURAL SOUND | January 2024 | July 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18402454 | TRANSLATING A 3D VOLUME IN EXTENDED REALITY | January 2024 | August 2025 | Allow | 20 | 0 | 0 | No | No |
| 18570008 | METHOD AND DEVICE FOR PLAYING SOUND EFFECTS OF MUSIC | December 2023 | November 2025 | Allow | 23 | 1 | 0 | No | No |
| 18532485 | TEXTURE-PRESERVING SHADOW REMOVAL IN DIGITAL IMAGES UTILIZING GENERATING INPAINTING MODELS | December 2023 | August 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18532457 | SYNTHESIZING SHADOWS IN DIGITAL IMAGES UTILIZING DIFFUSION MODELS | December 2023 | November 2025 | Allow | 23 | 0 | 0 | No | No |
| 18510629 | VOLUMETRIC USER INTERFACE LAYERS FOR ELECTRONIC DEVICES | November 2023 | August 2025 | Allow | 21 | 0 | 0 | No | No |
| 18559192 | LIGHT-EMITTING DEVICE CONTROL METHOD, APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | November 2023 | July 2025 | Allow | 21 | 0 | 0 | Yes | No |
| 18287399 | GRAPHICAL USER INTERFACE FOR TRANSFORMABLE DISPLAY | October 2023 | September 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18380105 | User Interface Modification and Usage Tracking | October 2023 | September 2024 | Allow | 11 | 1 | 0 | No | No |
| 18485928 | GENERATIVE MODEL WITH WHITEBOARD | October 2023 | October 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18481175 | Digital image processing systems, methods, and graphical user interfaces | October 2023 | January 2025 | Allow | 16 | 0 | 0 | No | No |
| 18375221 | Digital Item Management and Randomization Techniques in an Online Platform | September 2023 | March 2026 | Allow | 29 | 1 | 0 | No | No |
| 18370831 | METHODS AND USER INTERFACES FOR EDITING A CLOCK FACE | September 2023 | August 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18370321 | Interpreting User Movement as Direct Touch User Interface Interactions | September 2023 | April 2025 | Allow | 19 | 0 | 0 | No | No |
| 18469555 | METHOD FOR PLAYING AUDIO SOURCE USING USER INTERACTION AND A MUSIC APPLICATION USING THE SAME | September 2023 | February 2025 | Abandon | 17 | 1 | 0 | No | No |
| 18461364 | REMOTE ASSISTANCE VIA VIDEO CONFERENCING | September 2023 | January 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18461064 | Selecting Layouts for User Interfaces using Free Text | September 2023 | January 2026 | Allow | 28 | 1 | 0 | No | No |
| 18460401 | REFLOWING DOCUMENTS TO DISPLAY SEMANTICALLY RELATED CONTENT | September 2023 | May 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18460150 | MOVING OBJECTS CASTING A SHADOW AND GENERATING PROXY SHADOWS WITHIN A DIGITAL IMAGE | September 2023 | September 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18232929 | SYSTEMS THAT LINK TIME-STAMPED IMAGES IN A VIDEO STREAM TO A DICTATION OF A REVIEW OF THE IMAGES | August 2023 | November 2023 | Allow | 3 | 0 | 0 | No | No |
| 18361908 | TERMINAL APPARATUS, METHOD OF OPERATING TERMINAL APPARATUS, AND SYSTEM FOR ADJUSTING SHARED IMAGES ON SCREEN | July 2023 | April 2025 | Allow | 20 | 0 | 0 | Yes | No |
| 18359671 | Screen-Reader Accessible Multiselect User Interface Component with Dynamic State Announcements | July 2023 | May 2025 | Allow | 22 | 0 | 0 | Yes | No |
| 18218259 | Server-Side Caching for Web User Interfaces | July 2023 | July 2025 | Allow | 24 | 1 | 0 | No | No |
| 18217942 | INTERACTION ANALYSIS SYSTEMS AND METHODS | July 2023 | April 2024 | Allow | 9 | 2 | 0 | Yes | No |
| 18217989 | SYSTEM AND METHOD FOR UNIVERSAL MAPPING OF STRUCTURED, SEMI-STRUCTURED, AND UNSTRUCTURED DATA FOR APPLICATION MIGRATION IN INTEGRATION PROCESSES | July 2023 | August 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18217711 | USER INTERACTION INTERPRETER | July 2023 | July 2024 | Allow | 12 | 1 | 0 | No | No |
| 18346025 | WEB BROWSING SYSTEM, SERVER, AND CONTROL METHOD WITH CLOUD-OFFLOADED BROWSER ENGINE AND IDENTIFICATION-BASED USER DATA MANAGEMENT | June 2023 | June 2025 | Allow | 23 | 2 | 0 | No | No |
| 18205827 | FILE DECAY PROPERTY | June 2023 | May 2025 | Allow | 23 | 3 | 0 | Yes | No |
| 18205487 | METHOD FOR CREATING AN ALBUM BY AUTO POPULATING IN REAL-TIME BY AN APPLICATION AND SYSTEM THEREOF | June 2023 | December 2025 | Abandon | 30 | 1 | 0 | No | No |
| 18312809 | System and method for updating augmented reality navigation instructions based on a detected error | May 2023 | February 2024 | Allow | 9 | 1 | 0 | No | No |
| 18309577 | Group Volume Control | April 2023 | November 2024 | Allow | 19 | 2 | 0 | No | No |
| 18136318 | DIGITAL ASSET GENERATION AND COMMUNICATION | April 2023 | July 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18299200 | Machine Learning in Video Classification with Playback Highlighting | April 2023 | March 2024 | Allow | 11 | 1 | 0 | No | No |
| 17999808 | MUSIC MODULATION AUDITORY FEEDBACK SYSTEM USING WIRELESS EARPHONE AND SMART PHONE | March 2023 | September 2025 | Allow | 34 | 0 | 0 | Yes | No |
| 18183028 | SYSTEMS AND METHODS TO CONNECT CARE SEEKERS WITH CARE PROVIDERS FOR CARETAKING NEEDS | March 2023 | December 2023 | Allow | 9 | 1 | 0 | No | No |
| 18040493 | COMMENT ADDING METHOD, ELECTRONIC DEVICE, AND RELATED APPARATUS | February 2023 | May 2025 | Allow | 27 | 1 | 0 | No | No |
| 18096092 | AUTOCOMPLETE PREDICTION ENGINE PROVIDING AUTOMATIC FORM FILLING FROM EMAIL AND TICKET EXTRACTIONS | January 2023 | July 2024 | Allow | 19 | 3 | 0 | Yes | No |
| 18087558 | DYNAMIC AIRCRAFT-SPECIFIC GRAPHICAL USER INTERFACES | December 2022 | May 2024 | Allow | 17 | 3 | 0 | Yes | No |
| 18012581 | Roll Map for Electrode Coating Process and Roll Map Creation Method and System | December 2022 | March 2025 | Allow | 27 | 1 | 0 | No | No |
| 18069931 | EXTENDED-REALITY SYSTEMS AND METHODS FOR PRIORITIZING DISPLAY OF OBJECT AUGMENTS HAVING MULTIPLE PRESENTATIONAL STATES | December 2022 | December 2025 | Abandon | 36 | 2 | 0 | No | No |
| 18083632 | System and Method for Generating an Improved User Interface for Data Analytics | December 2022 | July 2025 | Allow | 31 | 2 | 0 | No | No |
| 18077528 | COMPUTERIZED SYSTEM AND METHOD FOR GENERATING AND DYNAMICALLY UPDATING A DASHBOARD OF MULTIPLE PROCESSES AND OPERATIONS ACROSS PLATFORMS | December 2022 | April 2024 | Allow | 16 | 2 | 0 | No | No |
| 17993380 | EDITING DATA SETS VIA NON-EDITABLE WORKBOOKS | November 2022 | November 2024 | Allow | 34 | 1 | 0 | No | No |
| 17990579 | ABILITY CASTING METHOD AND APPARATUS FOR VIRTUAL OBJECT, DEVICE, MEDIUM AND PROGRAM PRODUCT | November 2022 | September 2024 | Allow | 22 | 5 | 0 | Yes | No |
| 17987154 | IMAGE PROCESSING DEVICE, SYSTEM, AND METHOD OF CONTROLLING IMAGE PROCESSING DEVICE FOR A CODE IMAGE | November 2022 | November 2024 | Allow | 24 | 2 | 0 | No | No |
| 17986685 | COMPUTER PROGRAM PRODUCT FOR PROVIDING A DISTANCE-BASED ZOOM FUNCTION IN CONNECTION WITH A MIRROR | November 2022 | September 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17976478 | DUMMY NODE MANAGEMENT IN EDGE COMPUTING | October 2022 | February 2025 | Abandon | 27 | 4 | 0 | Yes | No |
| 17823763 | GENERATING SUGGESTIONS USING EXTENDED REALITY | August 2022 | June 2025 | Abandon | 34 | 6 | 0 | Yes | No |
| 17900562 | INFORMATION PROCESSING SYSTEM AND METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM | August 2022 | December 2025 | Abandon | 40 | 1 | 0 | No | No |
| 17835334 | REDUCED-SIZE INTERFACES FOR MANAGING ALERTS | June 2022 | August 2023 | Allow | 14 | 3 | 0 | Yes | No |
| 17714686 | SYSTEMS AND METHODS FOR ORGANIZING DISPLAYS OF SOFTWARE APPLICATIONS RUNNING ON A DEVICE | April 2022 | June 2025 | Abandon | 38 | 1 | 0 | No | No |
| 17655347 | METHODS FOR MANIPULATING OBJECTS IN AN ENVIRONMENT | March 2022 | October 2024 | Allow | 31 | 0 | 0 | Yes | No |
| 17694538 | MULTI-GROUP VIRTUAL EVENT SYSTEM | March 2022 | July 2024 | Abandon | 28 | 3 | 0 | Yes | No |
| 17634279 | A USER INTERFACE, METHOD, COMPUTER PROGRAM FOR ENABLING USER-SELECTION OF AUDIO CONTENT | February 2022 | January 2025 | Allow | 36 | 2 | 0 | No | No |
| 17630187 | LIVE STREAM DISPLAY METHOD AND APPARATUS, ELECTRONIC DEVICE, AND READABLE STORAGE MEDIUM | January 2022 | February 2025 | Abandon | 36 | 1 | 0 | No | No |
| 17624616 | METHOD AND SYSTEM FOR SUPPORTING SHARING OF EXPERIENCES BETWEEN USERS, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM | January 2022 | October 2024 | Allow | 34 | 2 | 0 | Yes | No |
| 17566342 | VISUAL EFFECT DESIGN USING MULTIPLE PREVIEW WINDOWS | December 2021 | January 2024 | Allow | 25 | 4 | 0 | Yes | No |
| 17457482 | METHOD AND SYSTEM FOR USE OF BIOMETRIC INFORMATION ASSOCIATED WITH CONSUMER INTERACTIONS | December 2021 | February 2025 | Allow | 39 | 4 | 0 | Yes | No |
| 17528495 | METHOD FOR CREATING AN ALBUM BY AUTO POPULATING IN REAL TIME BY AN APPLICATION AND SYSTEM THEREOF | November 2021 | March 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17607031 | INTERFACE DISPLAY METHOD AND ELECTRONIC DEVICE | October 2021 | September 2024 | Allow | 34 | 2 | 0 | Yes | No |
| 17404596 | AUGMENTED REALITY TARGETING SYSTEM | August 2021 | March 2025 | Abandon | 43 | 4 | 0 | No | No |
| 17374438 | VIRTUAL ASSISTED AGREEMENT VIDEO RECORDING | July 2021 | February 2025 | Abandon | 43 | 4 | 0 | Yes | No |
| 17355455 | SUPERVISORY SYSTEM FOR MONITORING VARIABLES OF A PROCESS PLANT | June 2021 | March 2025 | Allow | 45 | 3 | 0 | Yes | No |
| 17292530 | AUTOMATIC SELECTION OF LANGUAGE FOR GRAPHICAL USER INTERFACE OF ELECTRONIC DEVICE BASED ON WIFI COUNTRY CODE | May 2021 | December 2024 | Abandon | 43 | 2 | 0 | No | Yes |
| 17244374 | AGENT CONTROL DEVICE, AGENT CONTROL METHOD, AND RECORDING MEDIUM | April 2021 | June 2024 | Abandon | 37 | 8 | 0 | Yes | No |
| 17242094 | ARTIFICIALLY INTELLIGENT REQUEST AND SUGGESTION CARD | April 2021 | March 2025 | Abandon | 46 | 2 | 1 | No | No |
| 17228212 | METHODS AND SYSTEMS FOR CREATING AUTOMATA NETWORKS | April 2021 | May 2024 | Allow | 38 | 3 | 0 | No | No |
| 17195751 | DEDUCING A ROOT CAUSE ANALYSIS MODEL FROM AUGMENTED REALITY PEER ASSISTANCE SESSIONS | March 2021 | August 2024 | Allow | 42 | 3 | 0 | Yes | No |
| 17171950 | VIRTUAL UNMANNED AERIAL VEHICLE CONTROL METHOD AND APPARATUS, STORAGE MEDIUM, AND ELECTRONIC DEVICE | February 2021 | September 2024 | Allow | 44 | 5 | 0 | Yes | No |
| 17156568 | SYSTEMS AND METHODS FOR DEVIATION DETECTION, INFORMATION EXTRACTION AND OBLIGATION DEVIATION DETECTION | January 2021 | March 2024 | Allow | 38 | 2 | 0 | No | No |
| 17156570 | SYSTEMS AND METHODS FOR DEVIATION DETECTION, INFORMATION EXTRACTION AND OBLIGATION DEVIATION DETECTION | January 2021 | August 2024 | Allow | 43 | 3 | 0 | No | No |
| 17141027 | POSTURE PROBABILITIES FOR HINGED TOUCH DISPLAY | January 2021 | May 2024 | Allow | 41 | 4 | 0 | Yes | No |
| 17255458 | USER INTERFACE SYSTEM, ELECTRONIC EQUIPMENT AND INTERACTION METHOD FOR PICTURE RECOGNITION | December 2020 | August 2024 | Allow | 43 | 2 | 2 | No | No |
| 17133154 | COMPUTING PLATFORMS AND RELATED METHODS FOR PROVIDING ACCESSIBLE USER INTERFACES | December 2020 | July 2024 | Allow | 43 | 1 | 0 | Yes | No |
| 16897403 | METHOD AND APPARATUS FOR CONTENT MANAGEMENT | June 2020 | June 2025 | Abandon | 60 | 8 | 0 | Yes | No |
| 16836044 | SHORTENING SERVICE INTERRUPTIONS | March 2020 | November 2024 | Allow | 55 | 6 | 0 | Yes | No |
| 16774806 | PERSONALIZED GRAPHICAL USER INTERFACE DISPLAYS | January 2020 | July 2024 | Allow | 54 | 7 | 0 | Yes | No |
| 16492367 | A GRAPHICAL USER INTERFACE DEVICE AND METHOD | September 2019 | February 2025 | Allow | 60 | 5 | 0 | Yes | Yes |
| 16296047 | Object Folding Tool | March 2019 | December 2024 | Allow | 60 | 5 | 0 | Yes | Yes |
| 16317363 | USING DRAG-AND-DROP TO OPEN LOCAL FILES REMOTELY | January 2019 | June 2024 | Allow | 60 | 6 | 0 | No | No |
| 16037892 | DISTANCE-BASED USER INTERFACES | July 2018 | December 2025 | Allow | 60 | 10 | 0 | Yes | Yes |
| 15693640 | EMPATHETIC IMAGE SELECTION | September 2017 | April 2019 | Allow | 19 | 1 | 0 | No | No |
| 15601729 | ENCAPSULATION OF SOFTWARE SUPPORT TOOLS | May 2017 | November 2018 | Allow | 18 | 1 | 0 | No | No |
| 15429173 | USER INTERFACE DISPLAY METHOD | February 2017 | August 2019 | Allow | 30 | 2 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SHIH, HAOSHIAN.
With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
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, 20.0% 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 SHIH, HAOSHIAN works in Art Unit 2179 and has examined 87 patent applications in our dataset. With an allowance rate of 93.1%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 43 months.
Examiner SHIH, HAOSHIAN's allowance rate of 93.1% places them in the 80% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by SHIH, HAOSHIAN receive 3.24 office actions before reaching final disposition. This places the examiner in the 91% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by SHIH, HAOSHIAN is 43 months. This places the examiner in the 16% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +1.8% benefit to allowance rate for applications examined by SHIH, HAOSHIAN. This interview benefit is in the 21% 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, 23.8% of applications are subsequently allowed. This success rate is in the 34% 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 14.6% of cases where such amendments are filed. This entry rate is in the 15% 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, 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 72.7% of appeals filed. This is in the 61% 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 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, 14.3% are granted (fully or in part). This grant rate is in the 8% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.
Examiner's Amendments: This examiner makes examiner's amendments in 5.7% of allowed cases (in the 87% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 14% 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.