Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19007654 | OPTIMIZING QUERY EXECUTION IN A DATA VIRTUALIZATION SYSTEM | January 2025 | December 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18974155 | DATA QUERY METHOD AND APPARATUS BASED ON LARGE MODEL, ELECTRONIC DEVICE, AND STORAGE MEDIUM | December 2024 | November 2025 | Allow | 11 | 1 | 0 | No | No |
| 18962502 | MULTIMODAL SEARCH ON WEARABLE SMART DEVICES | November 2024 | November 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18938366 | SYSTEMS AND METHODS FOR UNIFIED DATA VALIDATION | November 2024 | October 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18934862 | METHOD AND SYSTEM FOR AUTOMATIC RESPONSE TO CUSTOMER REQUESTS USING ARTIFICIAL INTELLIGENCE MODELS | November 2024 | October 2025 | Allow | 12 | 1 | 0 | No | No |
| 18924366 | HIGH-SPEED SEARCH MATCHING METHOD FOR LARGE-SCALE HETEROGENEOUS DATABASES | October 2024 | January 2026 | Allow | 14 | 1 | 0 | No | No |
| 18909921 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM | October 2024 | October 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18893373 | System and Methods for Process Mining Using Integrated Data Fabric | September 2024 | September 2025 | Allow | 11 | 1 | 0 | No | No |
| 18891434 | Determining Corrective Actions for a Storage Network Based on Event Records | September 2024 | September 2025 | Allow | 11 | 1 | 0 | No | No |
| 18820958 | CENTRALIZED PLATFORM FOR PROCESSING ARTIFACTS OF DISTRIBUTED ENTITIES | August 2024 | July 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18804867 | DISPLAY DEVICE | August 2024 | July 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18800404 | METHOD FOR LINEAGE SAMPLING TO EFFICIENTLY DETECT CORRUPTIONS | August 2024 | August 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18790361 | TIME SERIES DATA QUERY METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | July 2024 | October 2025 | Allow | 15 | 1 | 0 | No | No |
| 18775977 | Entity Cards Including Descriptive Content Relating to Entities from a Video | July 2024 | December 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18729092 | PROCESSING APPARATUS, PROCESSING METHOD AND PROGRAM | July 2024 | September 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18760704 | METHODS AND APPARATUS TO IDENTIFY MEDIA THAT HAS BEEN PITCH SHIFTED, TIME SHIFTED, AND/OR RESAMPLED | July 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18748026 | OBJECT IDENTIFICATION AND SEARCH RANGE ADJUSTMENT METHOD AND APPARATUS | June 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18741889 | POWER BASED QUERY PROCESSING SYSTEM AND METHODS FOR USE THEREWITH | June 2024 | February 2025 | Allow | 8 | 1 | 0 | No | No |
| 18741926 | GENERATING QUERY COST DATA FOR QUERY REQUESTS BASED ON POWER | June 2024 | March 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18742101 | UTILIZING QUERY APPROVAL DATA DETERMINED BASED ON POWER FOR A QUERY REQUEST | June 2024 | January 2026 | Abandon | 20 | 1 | 0 | No | No |
| 18742013 | END USER CONFIGURATION OF COST RULES IN A DATABASE SYSTEM WITH QUERY COSTS BASED ON POWER AND METHODS FOR USE THEREWITH | June 2024 | March 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 18742059 | APPLYING QUERY COST DATA BASED ON POWER VIA AN AUTOMATICALLY GENERATED SCHEME | June 2024 | December 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18741877 | GENERATING QUERY COST DATA BASED ON POWER AND AT LEAST ONE QUERY FUNCTION OF A QUERY REQUEST | June 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18672860 | SYSTEM AND METHOD FOR IMPROVED DATA CONSISTENCY IN DATA SYSTEMS INCLUDING DEPENDENT ALGORITHMS | May 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18668888 | USING REINFORCEMENT LEARNING TO RECOMMEND DATA VISUALIZATIONS | May 2024 | June 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18665413 | Systems, Methods, and Apparatuses for Implementing a Holistic Integrated Behavioral Health Engagement Platform | May 2024 | March 2025 | Allow | 10 | 0 | 0 | No | No |
| 18659088 | STANDARDIZING CUSTOMIZED ENTITIES IN MULTI-TENANT CLOUD SYSTEMS | May 2024 | July 2025 | Allow | 14 | 1 | 0 | No | No |
| 18652586 | System and Methods for Process Mining Using Integrated Data Fabric | May 2024 | August 2024 | Allow | 3 | 1 | 0 | No | No |
| 18648956 | METHOD AND SYSTEM FOR RECOMMENDING TEST CASES USING MACHINE LEARNING MODELS | April 2024 | January 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18639500 | MULTIMODAL SEMANTIC ANALYSIS AND IMAGE RETRIEVAL | April 2024 | April 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18611833 | SNAPSHOT CHANGES FOR CLOUD SYSTEMS DURING ZERO DOWNTIME UPGRADES | March 2024 | March 2025 | Allow | 12 | 0 | 0 | No | No |
| 18604283 | METHOD AND APPARATUS FOR ENCAPSULATING IMAGES IN A FILE | March 2024 | December 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18603024 | SEARCHING A SUBSET OF A DATABASE HAVING SEARCH TOKENS | March 2024 | January 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18598204 | VISUALIZING DATA PROVIDED BY EXTERNAL SOURCES | March 2024 | October 2025 | Allow | 19 | 1 | 0 | No | No |
| 18596482 | STREAM-BASED TRANSACTION PROCESSING | March 2024 | December 2024 | Allow | 9 | 0 | 0 | No | No |
| 18596517 | MODIFICATION OF DATABASE OBJECTS | March 2024 | May 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18584296 | METADATA-DRIVEN COMPUTING SYSTEM | February 2024 | July 2025 | Allow | 17 | 1 | 0 | No | No |
| 18435171 | CONTENT DISPLAY AND CLUSTERING SYSTEM | February 2024 | October 2024 | Allow | 8 | 1 | 0 | No | No |
| 18428598 | AI-POWERED VIDEO CONTENT SEARCH | January 2024 | February 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18423743 | DATA PROCESSING METHOD AND APPARATUS, READABLE STORAGE MEDIUM, AND ELECTRONIC DEVICE | January 2024 | June 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18424214 | INTERACTIVE WORKFLOW FOR DATA ANALYTICS | January 2024 | March 2025 | Allow | 14 | 1 | 0 | No | No |
| 18423873 | MODIFIED READ PATH FOR PROCESSING READ OPERATIONS DURING OBJECT MIGRATION | January 2024 | March 2025 | Allow | 14 | 0 | 0 | No | No |
| 18423235 | DOCUMENT GRAPH | January 2024 | May 2025 | Allow | 15 | 1 | 0 | No | No |
| 18413732 | Multi-Agent Search Client | January 2024 | February 2025 | Allow | 13 | 1 | 0 | No | No |
| 18403892 | STORAGE LIFECYCLE CONTROL IN A DATABASE SYSTEM | January 2024 | August 2025 | Allow | 19 | 1 | 0 | No | No |
| 18403002 | QUERY EXECUTION VIA COMMUNICATION WITH AN OBJECT STORAGE SYSTEM VIA AN OBJECT STORAGE COMMUNICATION PROTOCOL | January 2024 | November 2024 | Allow | 11 | 1 | 0 | No | No |
| 18400826 | STREAMING REAL-TIME DIALOG MANAGEMENT | December 2023 | November 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18389829 | DATA FUSION SYSTEM AND DATA FUSION METHOD | December 2023 | February 2025 | Allow | 14 | 1 | 0 | No | No |
| 18545617 | MULTI-TABLE QUESTION ANSWERING SYSTEM AND METHOD THEREOF | December 2023 | May 2025 | Allow | 17 | 1 | 0 | No | No |
| 18541949 | FINGERPRINTS FOR DATABASE QUERIES | December 2023 | April 2025 | Allow | 16 | 2 | 0 | No | No |
| 18532294 | UTILIZING QUERY APPROVAL DATA DETERMINED BASED ON QUERY COST DATA FOR A QUERY REQUEST | December 2023 | December 2024 | Allow | 12 | 1 | 0 | No | No |
| 18529218 | DATABASE LOAD UNIT FOR REPLICATION LOG REPLAY | December 2023 | December 2024 | Allow | 12 | 1 | 0 | No | No |
| 18527923 | USING LARGE GENERATIVE MODELS WITH IMPROVED GROUNDING TO IMPROVE IMAGE CONTEXT QUERIES | December 2023 | April 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18527696 | SECURITY FOR GENERATIVE MODELS USING ATTENTION ANALYSIS | December 2023 | January 2025 | Allow | 14 | 0 | 0 | No | No |
| 18526729 | UTILIZING MACHINE LEARNING MODELS TO SYNTHESIZE PERTURBATION DATA TO GENERATE PERTURBATION HEATMAP GRAPHICAL USER INTERFACES | December 2023 | May 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18524610 | DATABASE MANAGEMENT SYSTEMS AND METHODS FOR DATASETS | November 2023 | October 2024 | Allow | 11 | 0 | 0 | No | No |
| 17780146 | METHOD OF MAKING EFFICIENT BACKUP SPACE FOR ORIGINAL FILE USING DIFFERENCE (DELTA) EXTRACTION METHOD IN DISARMING OPERATION AND APPARATUS THEREFOR | November 2023 | March 2025 | Abandon | 33 | 1 | 0 | No | No |
| 18565331 | INFORMATION DISPLAY METHOD AND APPARATUS, COMPUTER DEVICE AND STORAGE MEDIUM | November 2023 | August 2025 | Allow | 21 | 2 | 0 | No | No |
| 18518893 | PERFORMING WRITES FROM A CONSUMER DATABASE TO A PRODUCER DATABASE | November 2023 | March 2025 | Allow | 16 | 1 | 0 | No | No |
| 18516216 | SYSTEM AND METHOD FOR TOPIC-BASED SEARCH ENGINE | November 2023 | November 2024 | Allow | 12 | 0 | 0 | No | No |
| 18512834 | FLEXIBLE AND INSTANTANEOUS LOCK EXTENSION FOR AUTO RETENTION LOCKED (ARL) FILES USING ARL LABELS | November 2023 | November 2024 | Allow | 12 | 0 | 0 | No | No |
| 18289904 | DATA EXTRACTION SYSTEM AND DATA EXTRACTION METHOD | November 2023 | November 2024 | Allow | 12 | 1 | 0 | No | No |
| 18387723 | Identifying, Processing And Displaying Data Point Clusters | November 2023 | September 2024 | Allow | 10 | 1 | 0 | No | No |
| 18502711 | Systems and Methods for Universal Indexing Scheme for Indexing Data | November 2023 | February 2025 | Abandon | 16 | 1 | 0 | No | No |
| 18501815 | CONTROL PLANE SERVICE OF A DISTRIBUTED CACHING PLATFORM | November 2023 | February 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18501630 | SYSTEMS AND METHODS FOR IDENTIFYING RELEVANT DATA TO USE FOR ENRICHING DATA STRUCTURES IN LARGE DATASETS USING DETECTED METADATA CORRELATIONS | November 2023 | October 2024 | Allow | 11 | 0 | 0 | No | No |
| 18487001 | ENABLING ROLE-BASED OPERATIONS TO BE PERFORMED ON MACHINE DATA IN A MACHINE ENVIRONMENT | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18484186 | HAIR PATTERN DETERMINATION AND FILTERING | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18374131 | STRING DATA ERROR DETECTION AND REPAIR | September 2023 | October 2024 | Allow | 13 | 1 | 0 | No | No |
| 18477260 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR BACKING UP DATA | September 2023 | November 2024 | Allow | 14 | 0 | 0 | No | No |
| 18476021 | DATABASE MANAGEMENT OF HOUSEHOLDING DATA USING GROUP SURROGATE KEYS | September 2023 | October 2024 | Allow | 13 | 0 | 0 | No | No |
| 18469726 | AUTOMATED VERSIONING OF CONFIGURATION TABLES WITH ROLLBACK | September 2023 | October 2024 | Allow | 12 | 0 | 0 | No | No |
| 18470150 | TEMPORAL IDENTITY GRAPH | September 2023 | September 2024 | Allow | 12 | 1 | 0 | No | No |
| 18468235 | DEEP MAPPING FOR IMPUTING NULLS | September 2023 | August 2024 | Allow | 12 | 1 | 0 | No | No |
| 18242289 | EFFICIENT FILE-DELIVERY TECHNIQUES | September 2023 | June 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18239077 | DYNAMIC PRESENTATION OF SEARCHABLE CONTEXTUAL ACTIONS AND DATA | August 2023 | December 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18454313 | DASHBOARD AND REPORT WIDGET LAYOUTS WITH VERSIONING FUNCTIONALTIY FOR MULTIPLE DISPLAYS AND CLASSIFICATION OF DATA SETS AND INPUTS | August 2023 | August 2025 | Allow | 24 | 2 | 0 | No | No |
| 18236128 | METHODS, SYSTEMS, AND MEDIA FOR PROVIDING A MEDIA SEARCH ENGINE | August 2023 | April 2025 | Abandon | 20 | 2 | 0 | Yes | No |
| 18234797 | SYSTEMS AND METHODS FOR GENERATING INTERACTABLE ELEMENTS IN TEXT STRINGS RELATING TO MEDIA ASSETS | August 2023 | October 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18364704 | SYSTEMS AND METHODS FOR UNIFIED DATA VALIDATION | August 2023 | August 2024 | Allow | 13 | 0 | 0 | No | No |
| 18362375 | SYSTEMS AND METHODS FOR GENERATING AND IMPLEMENTING KNOWLEDGE GRAPHS FOR KNOWLEDGE REPRESENTATION AND ANALYSIS | July 2023 | September 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18360685 | METHOD AND DEVICE FOR UPDATING DOCUMENT DATA | July 2023 | February 2026 | Abandon | 30 | 2 | 0 | No | No |
| 18347363 | METHODS AND APPARATUS TO IDENTIFY MEDIA THAT HAS BEEN PITCH SHIFTED, TIME SHIFTED, AND/OR RESAMPLED | July 2023 | May 2024 | Allow | 10 | 1 | 0 | No | No |
| 18347482 | APPLICATION OF INTER-ITEM CATEGORY CONSTRAINT FOR UNCATEGORIZED CONTENT ITEMS | July 2023 | July 2024 | Allow | 13 | 0 | 0 | No | No |
| 18344320 | SYSTEMS AND METHODS OF USING GENERATIVE AI TO SIMPLIFY BACKUP SOFTWARE INTERACTIONS | June 2023 | December 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18213303 | DATA ANNOTATION METHOD AND SYSTEM FOR UNSTRUCTURED DATA INTEGRATING WITH DATA CATALOG | June 2023 | May 2024 | Allow | 11 | 0 | 0 | Yes | No |
| 18318585 | THEMATIC SEARCH | May 2023 | July 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18311938 | EFFICIENT SIMILARITY SEARCH | May 2023 | July 2024 | Allow | 14 | 2 | 0 | No | No |
| 18142194 | Machine Learning Models for Discerning Relationships Between Data Stored in a Records System | May 2023 | June 2024 | Allow | 14 | 0 | 0 | No | No |
| 18306991 | STRUCTURED DATA ANALYSIS SYSTEM AND METHOD FOR STRUCTURED DATA ANALYSIS | April 2023 | June 2024 | Allow | 14 | 0 | 0 | No | No |
| 18306869 | DENSE RETRIEVAL EMPLOYING PROGRESSIVE DISTILLATION TRAINING | April 2023 | June 2024 | Allow | 13 | 0 | 0 | No | No |
| 18306246 | DATA COLLECTION FROM INDUSTRIAL EQUIPMENT | April 2023 | December 2024 | Allow | 20 | 1 | 0 | No | No |
| 18138735 | SYSTEM AND METHOD FOR AUTOMATIC DOCUMENT MANAGEMENT | April 2023 | March 2024 | Allow | 11 | 1 | 0 | No | No |
| 18305220 | METHOD FOR MATHEMATICAL LANGUAGE PROCESSING VIA TREE EMBEDDINGS | April 2023 | July 2024 | Allow | 15 | 0 | 0 | No | No |
| 18301356 | SYSTEM AND METHOD FOR SUPPORTING CORPORATE BUSINESS | April 2023 | April 2024 | Allow | 12 | 1 | 0 | No | No |
| 18135266 | DATA RECONCILIATION FOR BIG DATA ENVIRONMENTS | April 2023 | January 2024 | Allow | 9 | 1 | 0 | No | No |
| 18134705 | TOKENIZED CACHE | April 2023 | November 2023 | Allow | 7 | 1 | 0 | No | No |
| 18134053 | ON-DEMAND BACKUPS FOR MANAGEMENT COMPONENTS IN SOFTWARE-DEFINED DATA CENTERS | April 2023 | May 2024 | Allow | 13 | 0 | 0 | No | No |
| 18300191 | BLOCK-CHAIN-BASED DATA PROCESSING | April 2023 | May 2024 | Allow | 13 | 0 | 0 | Yes | No |
| 18299577 | SYSTEM AND METHOD FOR GENERATING A SYNTHETIC LONGITUDINAL DATASET FROM AN ORIGINAL DATASET | April 2023 | February 2024 | Allow | 11 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner TO, BAOQUOC N.
With a 25.0% 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, 30.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.
⚠ 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 TO, BAOQUOC N works in Art Unit 2154 and has examined 517 patent applications in our dataset. With an allowance rate of 91.1%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 29 months.
Examiner TO, BAOQUOC N's allowance rate of 91.1% places them in the 75% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by TO, BAOQUOC N receive 1.65 office actions before reaching final disposition. This places the examiner in the 33% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.
The median time to disposition (half-life) for applications examined by TO, BAOQUOC N is 29 months. This places the examiner in the 63% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +6.8% benefit to allowance rate for applications examined by TO, BAOQUOC N. This interview benefit is in the 34% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 33.7% of applications are subsequently allowed. This success rate is in the 74% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.
This examiner enters after-final amendments leading to allowance in 47.9% of cases where such amendments are filed. This entry rate is in the 72% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.
When applicants request a pre-appeal conference (PAC) with this examiner, 100.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 71% 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 68.0% of appeals filed. This is in the 53% percentile among all examiners. Of these withdrawals, 47.1% 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, 32.4% are granted (fully or in part). This grant rate is in the 19% 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 3.5% of allowed cases (in the 81% 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 19.5% of allowed cases (in the 93% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.
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.