Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19016076 | MACHINE LEARNING TECHNIQUES FOR IMPROVING CONTEXT AND UNDERSTANDING OF USER INTERACTION-BASED DATA | January 2025 | January 2026 | Allow | 13 | 1 | 0 | No | No |
| 18977455 | SYSTEMS AND METHODS FOR A MULTI-HIERARCHY PHYSICAL STORAGE ARCHITECTURE FOR MANAGING PROGRAM AND OUTCOME DATA | December 2024 | November 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18958192 | DATA PROCESSING METHOD, ELECTRONIC DEVICE AND COMPUTER-READABLE MEDIUM | November 2024 | March 2026 | Allow | 15 | 3 | 0 | No | No |
| 18934089 | DATABASE PROVISIONING AND MANAGEMENT SYSTEMS AND METHODS | October 2024 | January 2026 | Allow | 14 | 1 | 0 | Yes | No |
| 18751171 | Document Clause Comparison Using Transformers and Neural Vector Embeddings | June 2024 | August 2025 | Abandon | 13 | 2 | 0 | No | No |
| 18650963 | INTERACTIVE PATENT VISUALIZATION SYSTEMS AND METHODS | April 2024 | March 2026 | Allow | 22 | 1 | 0 | No | No |
| 18650948 | INTERACTIVE PATENT VISUALIZATION SYSTEMS AND METHODS | April 2024 | September 2025 | Allow | 17 | 2 | 0 | No | No |
| 18636065 | QUERY COMPLETION BASED ON LOCATION | April 2024 | December 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18626528 | QUERY RESPONSE USING MEDIA CONSUMPTION HISTORY | April 2024 | October 2025 | Allow | 18 | 1 | 0 | No | No |
| 18608821 | DETERMINING CONNECTIONS BETWEEN SOUND RECORDINGS AND COMPOSITIONS | March 2024 | October 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18586226 | Dropsite for Shared Content | February 2024 | January 2025 | Allow | 11 | 1 | 0 | No | No |
| 18543070 | AUTOMATICALLY EVOLVING TENANT MODEL SCHEMA IN DATA LAKE IN RESPONSE TO SOURCE SYSTEM CHANGES | December 2023 | January 2025 | Allow | 13 | 1 | 0 | No | No |
| 18524766 | SEARCH REQUEST PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM | November 2023 | June 2025 | Allow | 19 | 4 | 0 | Yes | No |
| 18509617 | GHOSTING FOR MULTIMODAL DIALOGS | November 2023 | August 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18495639 | SYSTEMS AND METHODS FOR A MULTI-HIERARCHY PHYSICAL STORAGE ARCHITECTURE FOR MANAGING PROGRAM AND OUTCOME DATA | October 2023 | September 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18381999 | SYSTEMS AND METHODS FOR A GRAPH DATABASE | October 2023 | April 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18376735 | MEDIA CONSUMPTION HISTORY | October 2023 | August 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18371208 | WORKLOAD DISTRIBUTION OPTIMIZER | September 2023 | July 2025 | Abandon | 21 | 2 | 0 | No | No |
| 18470980 | DATA PROCESSING METHOD, SERVER, AND SYSTEM | September 2023 | September 2025 | Allow | 23 | 3 | 0 | No | No |
| 18458412 | SYSTEM AND METHOD FOR MANAGING STORAGE SPACE IN A DATA MANAGEMENT SYSTEM | August 2023 | October 2024 | Allow | 14 | 2 | 0 | Yes | No |
| 18458001 | FEATURE SPACE MANAGEMENT | August 2023 | November 2025 | Allow | 27 | 1 | 0 | No | No |
| 18233181 | DETERMINING 3D MODELS CORRESPONDING TO AN IMAGE | August 2023 | March 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18350551 | SYSTEMS AND METHODS FOR DYNAMIC CONTENT DISTRIBUTION | July 2023 | September 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18270641 | SYSTEM AND METHOD FOR DISCOVERING HIT SONGS IN A FOREIGN LANGUAGE AND POPULARIZING THOSE SONGS IN LISTENERS’ NATIVE LANGUAGE MUSIC MARKETS | June 2023 | August 2025 | Abandon | 25 | 2 | 0 | No | No |
| 18344424 | DATA COMPARATOR SYSTEMS AND METHODS | June 2023 | September 2025 | Allow | 26 | 1 | 0 | No | No |
| 18344548 | WEB BROWSER SYSTEM, COMMUNICATION TERMINAL, AND METHOD FOR CONTROLLING THE SAME | June 2023 | April 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18213440 | DIRECTORY TREE DELETE AS A SUPPORTED FILE SYSTEM OPERATION | June 2023 | August 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18209964 | METHOD FOR DATABASE-DATABASE INTEGRATION | June 2023 | November 2024 | Allow | 17 | 2 | 0 | Yes | No |
| 18201733 | GENERATION OF VISUAL REPRESENTATIONS OF FACILITY COMPONENTS | May 2023 | April 2025 | Allow | 23 | 4 | 0 | Yes | No |
| 18195773 | DATA LOADING AND MANAGEMENT | May 2023 | February 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18140873 | METHOD AND SYSTEM FOR DISPLAYING A RESPONSE TO A NATURAL LANGUAGE QUERY | April 2023 | June 2025 | Allow | 26 | 4 | 0 | Yes | No |
| 18305645 | TICKETING INTERFACE BETWEEN A DEVICE MANAGEMENT SYSTEM AND TICKETING SYSTEMS | April 2023 | August 2025 | Allow | 28 | 5 | 0 | Yes | No |
| 18129728 | COMPUTER-IMPLEMENTED METHOD FOR DETERMING CONTENT FOR A CONTENT DISTRIBUTION SYSTEM | March 2023 | July 2025 | Allow | 28 | 4 | 0 | Yes | No |
| 18191450 | DATA CLASSIFICATION USING DYNAMICALLY FILTERED FORMATS | March 2023 | August 2025 | Allow | 28 | 3 | 0 | Yes | No |
| 18188667 | THEME BASED FONT SEARCH | March 2023 | October 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 18174074 | AUTOMATING IMPLEMENTATION OF TAXONOMIES | February 2023 | July 2024 | Abandon | 17 | 3 | 0 | Yes | No |
| 18162598 | SYSTEM MODIFICATION OF A SEARCH-RELATED STATEMENT IN A GRAPHICAL USER INTERFACE | January 2023 | June 2025 | Allow | 28 | 1 | 0 | No | No |
| 18157414 | METHOD AND SYSTEM FOR SELECTIVELY PRESERVING DATA GENERATED DURING APPLICATION ACCESS | January 2023 | February 2024 | Allow | 13 | 1 | 0 | No | No |
| 18157470 | METHOD OF PROCESSING AN OBSERVATION INFORMATION, ELECTRONIC DEVICE AND STORAGE MEDIUM | January 2023 | February 2025 | Allow | 25 | 2 | 0 | No | No |
| 18062795 | IDENTIFYING UNSEEN CONTENT OF INTEREST | December 2022 | October 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 18075192 | SIMILARITY MAPPING OF POST CONTENT IN HYPERSPACE | December 2022 | September 2024 | Abandon | 22 | 1 | 0 | No | No |
| 17997721 | METHOD AND SYSTEM FOR PRODUCING DATA VISUALIZATIONS VIA LIMITED BANDWIDTH COMMUNICATION CHANNELS | November 2022 | May 2025 | Abandon | 30 | 1 | 0 | No | No |
| 18051276 | OBSERVABILITY LOOP | October 2022 | August 2024 | Allow | 21 | 5 | 0 | No | No |
| 17976923 | SYSTEM AND METHOD FOR RECORD IDENTIFICATION | October 2022 | August 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 17975251 | VIDEO ANALYSIS FOR EFFICIENT SORTING OF EVENT DATA | October 2022 | June 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 18050386 | DATABASE METADATA UPDATE VALIDATION | October 2022 | June 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 18049722 | EXTRACTING INFORMATION FROM UNSTRUCTURED SERVICE AND ORGANIZATIONAL CONTROL AUDIT REPORTS USING NATURAL LANGUAGE PROCESSING AND COMPUTER VISION | October 2022 | April 2025 | Allow | 30 | 3 | 0 | Yes | No |
| 17969271 | METHOD, SYSTEM AND COMPUTER READABLE STORAGE MEDIUM FOR AN APPLICATION PROGRAM INTERFACE-BASED CONTENT MANAGEMENT SYSTEM | October 2022 | November 2024 | Allow | 25 | 4 | 0 | Yes | No |
| 17969264 | Query Generation and Processing System | October 2022 | July 2024 | Allow | 21 | 2 | 0 | No | No |
| 17996327 | STORING AND PROCESSING LONGITUDINAL DATA SETS | October 2022 | October 2024 | Abandon | 24 | 1 | 0 | No | No |
| 17959319 | Dynamic recorder for demonstrations of web-based software applications | October 2022 | February 2025 | Allow | 29 | 4 | 0 | Yes | No |
| 17955125 | FILE IMMUTABILITY USING A DEDUPLICATION FILE SYSTEM IN A PUBLIC CLOUD USING NEW FILESYSTEM REDIRECTION | September 2022 | May 2024 | Allow | 19 | 2 | 0 | No | No |
| 17949575 | CACHING OF TEXT ANALYTICS BASED ON TOPIC DEMAND AND MEMORY CONSTRAINTS | September 2022 | February 2025 | Allow | 29 | 2 | 0 | Yes | No |
| 17933444 | AUTHENTICATION OF DATA ENTRIES STORED ACROSS INDEPENDENT LEDGERS OF A SHARED PERMISSIONED DATABASE | September 2022 | January 2025 | Allow | 37 | 2 | 0 | Yes | No |
| 17897008 | METHOD, APPARATUS, AND SYSTEM FOR ESTIMATING DATABASE MANAGEMENT SYSTEM PERFORMANCE | August 2022 | December 2023 | Allow | 16 | 2 | 0 | No | No |
| 17891465 | METHOD FOR RECOMMENDING WORKS AND SERVER | August 2022 | December 2023 | Abandon | 16 | 1 | 0 | No | No |
| 17883955 | Mapping Natural Language To Queries Using A Query Grammar | August 2022 | November 2024 | Allow | 28 | 2 | 0 | Yes | Yes |
| 17870382 | Systems And Methods For Generating Stories For Live Events Using A Scalable Pipeline | July 2022 | May 2024 | Allow | 22 | 3 | 0 | Yes | No |
| 17860768 | METHODS AND SYSTEMS FOR DETERMINING MEDIA CONTENT TO DOWNLOAD | July 2022 | December 2023 | Allow | 17 | 2 | 0 | Yes | No |
| 17854771 | SYSTEMS AND METHODS FOR ASSET IDENTIFICATION STRING ERROR DETECTION AND CORRECTION | June 2022 | January 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17831240 | Techniques For In Memory Key Range Searches | June 2022 | November 2024 | Allow | 30 | 2 | 0 | Yes | No |
| 17750767 | METHOD FOR RECOMMENDING MULTIMEDIA RESOURCE AND ELECTRONIC DEVICE | May 2022 | November 2023 | Abandon | 18 | 1 | 0 | No | No |
| 17741079 | DATA PROCESSING METHOD AND STORAGE DEVICE | May 2022 | February 2024 | Allow | 21 | 1 | 0 | No | No |
| 17740160 | DATABASE PROVISIONING AND MANAGEMENT SYSTEMS AND METHODS | May 2022 | July 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17769519 | METHODS FOR STORING, ACCESSING AND RENDERING MULTIMEDIA FILE AND ITS METADATA | April 2022 | September 2025 | Allow | 41 | 4 | 0 | No | No |
| 17707820 | LOCALIZED DATA RETRIEVAL OF REMOTE DATA | March 2022 | August 2024 | Abandon | 28 | 2 | 0 | No | No |
| 17698613 | REMOTE MONITORING AND MANAGEMENT OF ASSETS FROM A PORTFOLIO OF ASSETS BASED ON AN ASSET MODEL | March 2022 | April 2024 | Allow | 25 | 3 | 0 | No | No |
| 17690189 | QUERY COMPLETION BASED ON LOCATION | March 2022 | August 2023 | Allow | 18 | 2 | 0 | Yes | No |
| 17677989 | SYSTEMS, METHODS, AND APPARATUS FOR DIVIDING AND COMPRESSING DATA | February 2022 | April 2025 | Allow | 38 | 5 | 0 | Yes | No |
| 17666548 | SYSTEMS, METHODS, AND APPARATUS FOR HIERARCHICAL AGGREGATION FOR COMPUTATIONAL STORAGE | February 2022 | April 2025 | Allow | 38 | 3 | 0 | Yes | No |
| 17590259 | SYSTEM AND METHOD FOR PRODUCT SEARCH BY EMBEDDING VISUAL REPRESENTATION INTO TEXT SEQUENCES | February 2022 | September 2024 | Allow | 31 | 1 | 0 | Yes | No |
| 17588316 | SYSTEMS AND METHODS FOR ALTERING A GRAPHICAL USER INTERFACE BASED ON A CUSTOMER JOURNEY GRAPH | January 2022 | March 2025 | Allow | 38 | 3 | 0 | Yes | No |
| 17619432 | SLIDE STORAGE METHOD AND APPARATUS | December 2021 | January 2024 | Allow | 25 | 2 | 0 | Yes | No |
| 17538346 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR EXTENDING AN ACTION VECTOR | November 2021 | October 2023 | Abandon | 22 | 1 | 0 | No | No |
| 17532686 | VIDEO PROCESSING OPTIMIZATION AND CONTENT SEARCHING | November 2021 | January 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17476863 | SYSTEM AND METHOD FOR INITIATING DATA RECORD CREATION AT A THIRD PARTY SERVER | September 2021 | May 2024 | Allow | 32 | 1 | 0 | No | No |
| 17460449 | BLOCKCHAIN-BASED RECORDING AND QUERYING OPERATIONS | August 2021 | September 2023 | Allow | 25 | 1 | 0 | Yes | No |
| 17383642 | DATA PAIR GENERATING METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | July 2021 | April 2023 | Allow | 21 | 1 | 0 | No | No |
| 17376871 | REMOTE DATA GATEWAY FOR USE WITH A DATA ANALYTICS WAREHOUSE | July 2021 | October 2023 | Allow | 27 | 2 | 0 | No | No |
| 17420033 | METHOD AND APPARATUS FOR RETRIEVING INTELLIGENT INFORMATION FROM ELECTRONIC DEVICE | June 2021 | February 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17343529 | SYSTEMS AND METHODS FOR DYNAMIC CONTENT DISTRIBUTION | June 2021 | April 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17342161 | SYSTEM AND METHOD FOR RICH MEDIA ANNOTATION | June 2021 | November 2023 | Abandon | 29 | 2 | 0 | No | No |
| 17338245 | Dropsite for Shared Content | June 2021 | January 2024 | Allow | 32 | 1 | 0 | Yes | No |
| 17329058 | Identity Mapping For Cloud Migrations | May 2021 | January 2023 | Allow | 20 | 1 | 0 | Yes | No |
| 17315418 | STRUCTURING OF UNSTRUCTURED WEB POSTING | May 2021 | October 2024 | Allow | 42 | 5 | 0 | No | No |
| 17226791 | INTERACTIVE PATENT VISUALIZATION SYSTEMS AND METHODS | April 2021 | February 2024 | Allow | 34 | 4 | 0 | No | No |
| 17223774 | GRAPH-BASED EVENT SCHEMA INDUCTION FOR INFORMATION RETRIEVAL | April 2021 | November 2022 | Allow | 19 | 1 | 0 | Yes | No |
| 17214017 | INTERACTIVE PATENT VISUALIZATION SYSTEMS AND METHODS | March 2021 | January 2024 | Allow | 34 | 5 | 0 | Yes | No |
| 17177459 | UNSUPERVISED CORPUS EXPANSION USING DOMAIN-SPECIFIC TERMS | February 2021 | November 2022 | Allow | 20 | 1 | 0 | No | No |
| 17169774 | SYSTEM AND METHOD FOR TEXT PROCESSING FOR SUMMARIZATION AND OPTIMIZATION | February 2021 | April 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17167741 | INFORMATION PROCESSING SYSTEM AND CONTROL METHOD | February 2021 | June 2023 | Abandon | 28 | 4 | 0 | No | No |
| 17163317 | SECURITY ESSENTIALS AND INFORMATION TECHNOLOGY ESSENTIALS FOR A DATA INTAKE AND QUERY SYSTEM | January 2021 | November 2022 | Allow | 22 | 1 | 0 | No | No |
| 17162633 | SYSTEMS AND METHODS FOR ENHANCING SEARCH RESULTS BY WAY OF UPDATING SEARCH INDICES | January 2021 | October 2024 | Abandon | 45 | 4 | 0 | Yes | No |
| 17144906 | AUTOMATED DATABASE MODELING | January 2021 | September 2023 | Allow | 32 | 1 | 0 | Yes | No |
| 17138998 | IN-VEHICLE MUSIC SYSTEM AND METHOD | December 2020 | October 2024 | Abandon | 45 | 4 | 0 | Yes | No |
| 17112671 | TAGGING TOOL FOR MANAGING DATA | December 2020 | June 2023 | Allow | 30 | 2 | 0 | Yes | No |
| 17093551 | QUERY RESPONSE USING MEDIA CONSUMPTION HISTORY | November 2020 | December 2023 | Allow | 37 | 2 | 0 | Yes | Yes |
| 17081986 | MANAGING A LSM TREE OF KEY VALUE PAIRS THAT IS STORED IN A NON-VOLATILE MEMORY | October 2020 | August 2023 | Allow | 34 | 1 | 0 | No | No |
| 17034661 | CONCURRENT ENUMERATION OF MULTIPLE HIERARCHIES IN A DATABASE ENVIRONMENT | September 2020 | January 2024 | Allow | 40 | 3 | 0 | Yes | No |
| 17034090 | METHOD, APPARATUS, AND STORAGE MEDIUM FOR CLASSIFYING MULTIMEDIA RESOURCE | September 2020 | July 2023 | Allow | 34 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner KIM, PAUL.
With a 47.8% 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, 45.9% 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 KIM, PAUL works in Art Unit 2152 and has examined 163 patent applications in our dataset. With an allowance rate of 76.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 44 months.
Examiner KIM, PAUL's allowance rate of 76.7% places them in the 43% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by KIM, PAUL receive 3.59 office actions before reaching final disposition. This places the examiner in the 95% 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 KIM, PAUL is 44 months. This places the examiner in the 14% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +15.8% benefit to allowance rate for applications examined by KIM, PAUL. This interview benefit is in the 56% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.
When applicants file an RCE with this examiner, 19.9% of applications are subsequently allowed. This success rate is in the 21% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.
This examiner enters after-final amendments leading to allowance in 25.2% of cases where such amendments are filed. This entry rate is in the 35% 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, 66.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 53% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 47.7% of appeals filed. This is in the 13% percentile among all examiners. Of these withdrawals, 14.3% 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, 52.4% are granted (fully or in part). This grant rate is in the 52% 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 3.7% of allowed cases (in the 82% 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 12% 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.