Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18919163 | EXTENSIBLE DATA PLATFORM WITH DATABASE DOMAIN EXTENSIONS | October 2024 | June 2025 | Allow | 8 | 0 | 0 | No | No |
| 18819923 | COMPUTER-IMPLEMENTED METHOD, COMPUTER PROGRAM PRODUCT AND COMPUTER SYSTEM FOR MANAGING TRANSACTIONAL DATA | August 2024 | August 2025 | Allow | 12 | 1 | 0 | No | No |
| 18629594 | APPARATUS AND METHODS FOR GENERATING OBFUSCATED DATA WITHIN A COMPUTING ENVIRONMENT | April 2024 | August 2024 | Allow | 4 | 1 | 0 | No | No |
| 18591499 | APPARATUS AND METHOD FOR TIME SERIES DATA FORMAT CONVERSION AND ANALYSIS | February 2024 | March 2025 | Abandon | 13 | 2 | 0 | Yes | No |
| 18437059 | ANALYZING A DATABASE BY REPRESENTING DATABASE RECORDS IN A PROJECTION SPACE INFLUENCED BY FORCES | February 2024 | December 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18413532 | SYSTEMS AND METHODS FOR AGENT-CONTROLLED FEDERATED RETRIEVAL-AUGMENTED GENERATION | January 2024 | July 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18411619 | VIRTUAL COMPUTATION AND CONTROL SYSTEM FOR AGGREGATION AND CATEGORIZATION OF GEOGRAPHIC DATA | January 2024 | September 2025 | Abandon | 21 | 1 | 0 | No | No |
| 18575469 | METHOD OF UPLOADING AND MANAGING SINGLE DATA SET LARGER THAN MAXIMUM BLOCK SIZE ON BLOCKCHAIN | December 2023 | June 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18530537 | DATA DELETION FOR BUSINESS SERVER ENVIRONMENTS | December 2023 | June 2025 | Allow | 18 | 0 | 0 | No | No |
| 18511221 | Systems and Methods for Querying Hierarchically-Structured Data From a Database | November 2023 | July 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18494599 | SYSTEM FOR LIST-BASED DATABASE REPLICATION | October 2023 | July 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18485662 | CLUSTERING METHOD AND SYSTEM | October 2023 | February 2025 | Abandon | 16 | 1 | 0 | No | No |
| 18468759 | Time-series analytics for database management systems | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18468857 | EXTENSIBLE DATA PLATFORM WITH DATABASE DOMAIN EXTENSIONS | September 2023 | June 2024 | Allow | 9 | 0 | 0 | No | No |
| 18454884 | Query Categorization Based on Image Results | August 2023 | September 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18312498 | SYSTEMS AND METHODS FOR DISCOVERY, CLASSIFICATION, AND INDEXING OF DATA IN A NATIVE COMPUTING SYSTEM | May 2023 | November 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 18136538 | VIDEO RETRIEVAL METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM | April 2023 | December 2024 | Allow | 20 | 1 | 0 | No | No |
| 18031618 | COLLECTION DEVICE, COLLECTION METHOD, AND COLLECTION PROGRAM | April 2023 | March 2025 | Abandon | 23 | 2 | 0 | No | No |
| 18125316 | Latent Intent Clustering in High Latent Spaces | March 2023 | February 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18179738 | SENSOR DATA ANALYSIS SYSTEM AND METHOD | March 2023 | June 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18043912 | DATA PROCESSING METHOD AND APPARATUS, AND ELECTRONIC DEVICE AND STORAGE MEDIUM | March 2023 | June 2025 | Abandon | 27 | 2 | 0 | No | No |
| 18023897 | DATA BASE SYSTEM AND METHOD FOR MAINTAINING A DATA BASE | February 2023 | November 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 18114480 | METHOD AND SYSTEM FOR DATA STREAMING RECONCILIATION | February 2023 | April 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18162246 | INSIGHT CREATION TRANSPARENCY | January 2023 | December 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 18087069 | SYSTEM AND METHOD FOR CLASSIFYING TEXTUAL DATA BLOCKS | December 2022 | March 2025 | Allow | 27 | 2 | 0 | No | No |
| 18084716 | Database Indexing Using Structure-Preserving Dimensionality Reduction to Accelerate Database Operations | December 2022 | June 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 17966695 | SHARED VISIBILITY OF MULTI-DIMENSIONAL PROFILES AND PREDICTIONS | October 2022 | December 2024 | Allow | 27 | 1 | 0 | No | No |
| 17933191 | METHOD AND APPARATUS FOR READING DATA, ELECTRONIC DEVICE AND STORAGE MEDIUM | September 2022 | August 2024 | Abandon | 23 | 1 | 0 | No | No |
| 17899944 | DATA INDEXING AND SEARCHING USING PERMUTATION INDEXES | August 2022 | April 2024 | Allow | 20 | 3 | 0 | Yes | No |
| 17896445 | ENSURING DATABASE INTEGRITY USING A DATA FLOW IN A GRAPH, SUCH AS FOR USE BY A WIRELESS TELECOMMUNICATIONS SERVICE PROVIDER | August 2022 | June 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 17808961 | TRANSFORMING RELATIONAL STATEMENTS INTO HIERARCHICAL DATA SPACE OPERATIONS | June 2022 | April 2024 | Allow | 22 | 2 | 0 | Yes | Yes |
| 17808973 | EXECUTING HIERARCHICAL DATA SPACE OPERATIONS | June 2022 | July 2024 | Allow | 25 | 2 | 0 | Yes | Yes |
| 17807956 | SYSTEM FOR REGIONAL DATABASE REPLICATION | June 2022 | August 2023 | Allow | 13 | 2 | 0 | Yes | No |
| 17837334 | INTELLIGENT APPLICATION CLUSTERING FOR SCALABLE GRAPH VISUALIZATION USING MACHINE LEARNING | June 2022 | February 2025 | Abandon | 32 | 2 | 0 | No | No |
| 17738696 | SYSTEMS AND METHODS FOR DETERMINING ENTITIES INVOLVED IN MULTIPLE TRANSACTIONS | May 2022 | January 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17726649 | Utilizing Independently Stored Validation Keys to Enable Auditing of Instrument Measurement Data Maintained in a Blockchain | April 2022 | March 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 17723093 | DECLARATIVE AND UNIFIED DATA TRANSITION | April 2022 | August 2023 | Allow | 16 | 2 | 0 | No | No |
| 17705478 | Query Categorization Based on Image Results | March 2022 | May 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17654861 | TRANSFORMING DATA OF STRICT SCHEMA STRUCTURE DATABASE | March 2022 | August 2024 | Allow | 29 | 3 | 0 | Yes | No |
| 17686294 | SECURITY CONTROL FRAMEWORK FOR AN ENTERPRISE DATA MANAGEMENT PLATFORM | March 2022 | September 2024 | Allow | 30 | 2 | 0 | Yes | No |
| 17686272 | DATA QUALITY CONTROL IN AN ENTERPRISE DATA MANAGEMENT PLATFORM | March 2022 | June 2024 | Allow | 28 | 1 | 1 | Yes | No |
| 17681569 | DATABASE INDEXING USING STRUCTURE-PRESERVING DIMENSIONALITY REDUCTION TO ACCELERATE DATABASE OPERATIONS | February 2022 | September 2022 | Allow | 7 | 1 | 0 | No | No |
| 17676063 | APPARATUS, SYSTEMS AND METHODS FOR MEDIA CONTENT SEARCHING | February 2022 | May 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17667532 | METHODS AND APPARATUS TO ESTIMATE A DEDUPLICATED AUDIENCE OF A PARTITIONED AUDIENCE OF MEDIA PRESENTATIONS | February 2022 | November 2024 | Abandon | 34 | 2 | 0 | No | No |
| 17584187 | SYSTEMS AND METHODS FOR DISCOVERY, CLASSIFICATION, AND INDEXING OF DATA IN A NATIVE COMPUTING SYSTEM | January 2022 | February 2023 | Allow | 12 | 1 | 1 | No | No |
| 17457880 | DATA QUALITY SPECIFICATION FOR DATABASE | December 2021 | February 2025 | Abandon | 38 | 2 | 0 | Yes | No |
| 17538748 | DATA PROCESSING METHOD, APPARATUS, ELECTRONIC DEVICE, AND COMPUTER STORAGE MEDIUM | November 2021 | May 2024 | Allow | 30 | 2 | 0 | No | No |
| 17609765 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD AND PROGRAM FOR ANONYMIZING DATA | November 2021 | June 2025 | Allow | 43 | 3 | 0 | Yes | No |
| 17518968 | SPARSE MAPPING OF HIERARCHICAL SUBSET | November 2021 | April 2023 | Allow | 17 | 0 | 0 | No | No |
| 17515381 | Source Code Search Engine | October 2021 | July 2023 | Allow | 20 | 1 | 0 | No | No |
| 17512716 | ENHANCED PLATFORM AND PROCESSES FOR SCALABILITY | October 2021 | October 2024 | Abandon | 36 | 3 | 0 | No | No |
| 17506362 | CORRELATING MULTIPLE SOURCES | October 2021 | July 2023 | Allow | 21 | 2 | 0 | Yes | No |
| 17505542 | SYSTEMS AND METHODS FOR BUILDING AND PUBLISHING SCHEMAS BASED ON DATA PATTERNS AND DATA FORMATS | October 2021 | July 2024 | Allow | 33 | 2 | 0 | Yes | No |
| 17602440 | DATABASE REDUCTION BASED ON GEOGRAPHICALLY CLUSTERED DATA TO PROVIDE RECORD SELECTION FOR CLINICAL TRIALS | October 2021 | September 2023 | Allow | 24 | 1 | 0 | Yes | No |
| 17599113 | System and Process for Data Enrichment | September 2021 | December 2024 | Allow | 38 | 3 | 0 | Yes | No |
| 17475856 | GENERATING USER ATTRIBUTE VERIFICATION SCORES TO FACILITATE IMPROVED DATA VALIDATION FROM SCALED DATA PROVIDERS | September 2021 | December 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17388292 | METHODS AND SYSTEMS FOR DETERMINING END DATES FOR USER PROFILE MODIFICATIONS BASED ON REAL-LIFE EVENTS | July 2021 | October 2024 | Abandon | 38 | 4 | 0 | Yes | No |
| 17355694 | SECURE BUBBLE CONTENT RECOMMENDATION BASED ON A CALENDAR INVITE | June 2021 | March 2023 | Allow | 21 | 2 | 0 | No | No |
| 17355312 | LIVE COMMENT MANAGEMENT | June 2021 | December 2023 | Allow | 30 | 3 | 0 | Yes | No |
| 17352218 | HORIZONTALLY-SCALABLE DATA DE-IDENTIFICATION | June 2021 | July 2023 | Allow | 24 | 5 | 0 | Yes | No |
| 17351969 | EXTENSIBLE DATA PLATFORM WITH DATABASE DOMAIN EXTENSIONS | June 2021 | May 2023 | Allow | 23 | 1 | 0 | Yes | No |
| 17352044 | SYSTEM FOR IMPLEMENTING SUB-DATABASE REPLICATION | June 2021 | April 2022 | Allow | 10 | 2 | 0 | Yes | No |
| 17343140 | ENSURING DATABASE INTEGRITY USING A DATA FLOW IN A GRAPH, SUCH AS FOR USE BY A WIRELESS TELECOMMUNICATIONS SERVICE PROVIDER | June 2021 | August 2022 | Allow | 14 | 1 | 0 | No | No |
| 17303720 | COGNITIVE ANALYSIS OF HIERARCHICAL DATABASE ELEMENTS FOR GENERATION OF MICROSERVICES | June 2021 | September 2023 | Allow | 28 | 2 | 0 | No | No |
| 17334659 | Data Feed Meta Detail Categorization for Confidence | May 2021 | December 2023 | Allow | 30 | 3 | 0 | No | No |
| 17334646 | Data Feed Meta Detail Categorization for Confidence | May 2021 | December 2023 | Allow | 31 | 3 | 0 | Yes | No |
| 17235663 | METADATA MANAGEMENT FOR SCALED AND HIGH DENSITY BACKUP ENVIRONMENTS | April 2021 | July 2023 | Allow | 27 | 1 | 0 | No | No |
| 17214311 | METHOD AND SYSTEM FOR MANAGING CROSS DATA SOURCE DATA ACCESS REQUESTS | March 2021 | July 2023 | Allow | 27 | 1 | 0 | No | No |
| 17210393 | DATABASE MIGRATION | March 2021 | October 2024 | Abandon | 43 | 4 | 0 | No | No |
| 17193307 | PLAYLISTS FOR REAL-TIME OR NEAR REAL-TIME STREAMING | March 2021 | May 2025 | Abandon | 51 | 4 | 0 | No | No |
| 17144986 | MACHINE LEARNING-BASED CLUSTERING MODEL TO CREATE AUDITABLE ENTITIES | January 2021 | December 2022 | Allow | 23 | 1 | 0 | Yes | No |
| 17137203 | SMART DATA WAREHOUSE FOR CLOUD-BASED RESERVOIR SIMULATION | December 2020 | June 2023 | Allow | 30 | 1 | 0 | Yes | No |
| 16950963 | Time-series analytics for Database Management Systems | November 2020 | June 2023 | Allow | 31 | 3 | 0 | Yes | No |
| 17062211 | SOFTWARE APPLICATION CUSTOMIZED FOR TARGET MARKET | October 2020 | October 2023 | Allow | 36 | 2 | 0 | Yes | No |
| 17029880 | TECHNOLOGIES FOR PROVIDING PREDICTION-AS-A-SERVICE THROUGH INTELLIGENT BLOCKCHAIN SMART CONTRACTS | September 2020 | September 2024 | Abandon | 48 | 4 | 0 | Yes | No |
| 17024552 | REDUCE LOG CONTENTION BY BATCHING LOG RECORD TRANSFERS TO THE LOG | September 2020 | June 2022 | Allow | 21 | 2 | 0 | Yes | No |
| 17021292 | Latent Intent Clustering in High Latent Spaces | September 2020 | September 2023 | Abandon | 36 | 2 | 0 | Yes | No |
| 16993641 | DATA STORAGE GEOGRAPHIC LOCATION COMPLIANCE AND MANAGEMENT | August 2020 | March 2023 | Abandon | 32 | 2 | 0 | No | No |
| 16944988 | SYSTEM FOR IMPLEMENTING SUB-DATABASE REPLICATION | July 2020 | April 2021 | Allow | 8 | 2 | 0 | No | No |
| 16918984 | FILE COLLECTION METHOD FOR SUBSEQUENT MALWARE DETECTION | July 2020 | March 2021 | Allow | 8 | 1 | 0 | No | No |
| 16911429 | DEDUPLICATION OF DATA VIA ASSOCIATIVE SIMILARITY SEARCH | June 2020 | November 2024 | Allow | 53 | 6 | 0 | Yes | No |
| 16847617 | FILE SHARING METHOD, A DEVICE, AND A COMPUTER READABLE MEDIUM | April 2020 | February 2023 | Abandon | 34 | 2 | 0 | No | No |
| 16824541 | AUTONOMOUS CACHING FOR VIEWS | March 2020 | April 2023 | Allow | 36 | 2 | 0 | Yes | No |
| 16818385 | SENSOR DATA ANALYSIS SYSTEM AND METHOD | March 2020 | December 2022 | Allow | 33 | 0 | 0 | Yes | No |
| 16782830 | SYSTEMS AND METHODS FOR DEDUPLICATING VIEWERSHIP DATA | February 2020 | November 2024 | Allow | 57 | 5 | 0 | No | No |
| 16748941 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR DATA QUALITY ANALYSIS | January 2020 | April 2022 | Allow | 26 | 1 | 0 | No | No |
| 16733350 | DATA PROCESSING | January 2020 | September 2021 | Allow | 20 | 1 | 0 | No | No |
| 16710003 | Utilizing Independently Stored Validation Keys to Enable Auditing of Instrument Measurement Data Maintained in a Blockchain | December 2019 | January 2022 | Allow | 25 | 1 | 0 | No | No |
| 16696056 | SYSTEMS AND METHODS FOR PERFORMING TREE-STRUCTURED DATASET OPERATIONS | November 2019 | August 2021 | Allow | 21 | 2 | 0 | Yes | No |
| 16692240 | SYSTEM FOR INLINE MESSAGE DETAIL EXTRACTION AND TRANSFORMATION | November 2019 | April 2021 | Allow | 17 | 0 | 0 | No | No |
| 16688019 | STORAGE TIERING FOR DEDUPLICATED STORAGE ENVIRONMENTS | November 2019 | September 2023 | Allow | 46 | 4 | 0 | Yes | No |
| 16681514 | Visual Interactive Search | November 2019 | August 2021 | Allow | 21 | 1 | 0 | Yes | No |
| 16657837 | NETWORK TRAFFIC OPTIMIZATION USING DEDUPLICATION INFORMATION FROM A STORAGE SYSTEM | October 2019 | December 2024 | Abandon | 60 | 5 | 1 | Yes | No |
| 16567588 | METHOD AND SYSTEM OF MATCHING DATA IN USING MULTIPLE DATA POINTS | September 2019 | February 2023 | Allow | 41 | 2 | 0 | Yes | No |
| 16556680 | SEARCH RESULTS RANKING BASED ON A PERSONAL MEDICAL CONDITION | August 2019 | April 2022 | Allow | 32 | 1 | 0 | Yes | No |
| 16489177 | MEASUREMENT SOLUTION SERVICE PROVIDING SYSTEM | August 2019 | December 2022 | Allow | 39 | 1 | 0 | No | No |
| 16529993 | INLINE DEDUPLICATION USING NEIGHBORING SEGMENT LOADING | August 2019 | December 2023 | Abandon | 53 | 4 | 0 | No | No |
| 16526534 | REMOTE TRIGGERING OF COALESCING OF DATA STORAGE | July 2019 | March 2023 | Abandon | 44 | 2 | 0 | No | No |
| 16525055 | METHOD AND DEVICE FOR OBTAINING A PROOF OF WORK IN A COMPUTER NETWORK | July 2019 | June 2022 | Abandon | 35 | 1 | 0 | No | No |
| 16522351 | INGESTING AND TRANSFORMING BULK DATA FROM VARIOUS DATA SOURCES | July 2019 | June 2022 | Allow | 35 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner VO, CECILE H.
With a 61.9% 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, 34.5% 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 VO, CECILE H works in Art Unit 2153 and has examined 237 patent applications in our dataset. With an allowance rate of 72.6%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 43 months.
Examiner VO, CECILE H's allowance rate of 72.6% places them in the 36% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by VO, CECILE H receive 3.27 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 VO, CECILE H 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 +26.3% benefit to allowance rate for applications examined by VO, CECILE H. This interview benefit is in the 73% 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, 20.3% of applications are subsequently allowed. This success rate is in the 22% 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 17.2% of cases where such amendments are filed. This entry rate is in the 19% 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, 56.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 48% 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 63.2% of appeals filed. This is in the 42% percentile among all examiners. Of these withdrawals, 36.1% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 57.1% are granted (fully or in part). This grant rate is in the 59% 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 2.1% of allowed cases (in the 75% 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.