Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18903542 | System and method for using artificial intelligence to recommend valuable information to users | October 2024 | April 2025 | Allow | 6 | 1 | 0 | No | No |
| 18891634 | SYSTEMS AND METHODS FOR DETERMINING DATE PROXIMITY IN FEATURES ENGINEERING | September 2024 | June 2025 | Allow | 9 | 0 | 0 | No | No |
| 18762304 | Finding Relatives in a Database | July 2024 | March 2025 | Allow | 8 | 1 | 0 | No | No |
| 18759587 | DETERMINATION OF DATA-SOURCE INFLUENCE ON DATA MANIFESTATIONS | June 2024 | April 2025 | Allow | 9 | 0 | 0 | No | No |
| 18736430 | METHOD, APPARATUS, DEVICE AND MEDIUM FOR PROCESSING DISTRIBUTED FILE | June 2024 | April 2025 | Allow | 10 | 2 | 0 | No | No |
| 18633677 | SYSTEM AND METHOD FOR GROUPING DATA FILES INTO RELATED GROUPS | April 2024 | February 2025 | Allow | 10 | 1 | 0 | No | No |
| 18634383 | SYSTEM AND METHOD FOR MULTI-FORMAT PROPOSAL EVALUATION AND ANALYSIS | April 2024 | September 2024 | Allow | 5 | 1 | 0 | No | No |
| 18626314 | DOMAIN NAME PROCESSING SYSTEMS AND METHODS | April 2024 | May 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18615599 | SYSTEM AND METHOD FOR ENSURING THAT THE RESULTS OF MACHINE LEARNING MODELS CAN BE AUDITED | March 2024 | March 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18598736 | METHODS AND COMPOSITIONS FOR PROTEIN SEQUENCING | March 2024 | August 2024 | Allow | 5 | 1 | 0 | No | No |
| 18593945 | LONG DOCUMENT TOPIC SUMMARIZATION USING LARGE LANGUAGE MODELS | March 2024 | January 2025 | Allow | 10 | 0 | 0 | No | No |
| 18434362 | Finding Relatives in a Database | February 2024 | May 2024 | Allow | 4 | 1 | 0 | No | No |
| 18420226 | SYSTEM AND METHOD FOR MAINTAINING METADATA CORRECTNESS | January 2024 | January 2025 | Allow | 12 | 0 | 0 | No | No |
| 18413906 | ENFORCING BOTH SYNTACTIC AND SEMANTIC CORRECTNESS OF DOMAIN-SPECIFIC DATA QUERIES | January 2024 | December 2024 | Allow | 11 | 1 | 0 | No | No |
| 18541415 | RESOURCE DE-DUPLICATOR FOR DATA-PROVIDER AGNOSTIC CLOUD SECURITY TOOL | December 2023 | October 2024 | Allow | 10 | 1 | 0 | No | No |
| 18538773 | METHODS AND SYSTEMS FOR PROVIDING A SECURE AUTOMATED ASSISTANT | December 2023 | November 2024 | Allow | 11 | 1 | 0 | No | No |
| 18534002 | Window-Based Method for Determining Inherited Segments | December 2023 | May 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 16985183 | Accelerated Processing of Genomic Data and Streamlined Visualization of Genomic Insights | December 2023 | October 2023 | Allow | 38 | 0 | 1 | No | No |
| 18505942 | AUTOMATED SELECTION AND ORDERING OF DATA QUALITY RULES DURING DATA INGESTION | November 2023 | March 2025 | Allow | 16 | 1 | 0 | No | No |
| 18481462 | Dynamic Shard Allocation in a Near Real-Time Search Platform | October 2023 | April 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18367331 | SYSTEM AND METHOD FOR SELECTIVE SYNCHRONIZATION | September 2023 | February 2025 | Allow | 18 | 2 | 0 | No | No |
| 18459081 | LEARNING-BASED METHOD FOR GENERATING VISUALIZATIONS VIA NATURAL LANGUAGE | August 2023 | January 2025 | Allow | 17 | 1 | 0 | No | No |
| 18452814 | Distributed File System with Disaggregated Data Management and Storage Management Layers | August 2023 | July 2025 | Allow | 22 | 1 | 0 | No | No |
| 18232873 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR AUTHORIZING AND AUTHENTICATING USER COMMUNICATION WITHIN AN ENTERPRISE GROUP-BASED COMMUNICATION PLATFORM | August 2023 | December 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18357343 | FUSING ONLINE MEDIA MONITORING DATA WITH SECONDARY ONLINE DATA FEEDS TO GENERATE RATINGS DATA FOR ONLINE MEDIA EXPOSURE | July 2023 | October 2024 | Allow | 15 | 1 | 0 | No | No |
| 18223286 | Automatically Executing Responsive Actions Upon Detecting an Incomplete Account Lineage Chain | July 2023 | August 2024 | Allow | 13 | 1 | 0 | No | No |
| 18344592 | SYSTEMS AND METHODS FOR BI-DIRECTIONAL DATABASE APPLICATION PROGRAMMING INTERFACE, EXTRACT TRANSFORM AND LOAD SYSTEM, AND USER COMPUTING DEVICE | June 2023 | March 2024 | Allow | 9 | 0 | 0 | No | No |
| 18344041 | GENERATING AND PROVIDING CONTENT STACKS UTILIZING MACHINE-LEARNING MODELS | June 2023 | May 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18215593 | TIERED CLOUD STORAGE FOR DIFFERENT AVAILABILITY AND PERFORMANCE REQUIREMENTS | June 2023 | September 2024 | Allow | 14 | 2 | 0 | Yes | No |
| 18215433 | Consolidated Order Status and Tracking | June 2023 | January 2024 | Allow | 7 | 1 | 0 | Yes | No |
| 18330031 | SUPPORTING DATABASE TRANSACTIONS IN A DISTRIBUTED COMPUTING ENVIRONMENT | June 2023 | March 2025 | Allow | 21 | 1 | 0 | No | No |
| 18321693 | METHODS AND SYSTEMS FOR GENERATING CUSTOM CONTENT USING UNIVERSAL DEEP LINKING ACROSS WEB AND MOBILE APPLICATIONS | May 2023 | October 2024 | Allow | 17 | 1 | 0 | No | No |
| 18198699 | Window-Based Method for Determining Inherited Segments | May 2023 | September 2023 | Allow | 4 | 1 | 0 | No | No |
| 18141506 | Method And System For Calculating Minwise Hash Signatures From Weighted Sets | May 2023 | March 2024 | Allow | 10 | 0 | 0 | No | No |
| 18135603 | SYSTEMS AND METHODS USING DNA SEQUENCE STRINGS AS A COMMON DATA FORMAT FOR FORENSIC DNA TYPING APPLICATIONS | April 2023 | October 2024 | Allow | 18 | 1 | 0 | No | No |
| 18130164 | METHOD AND APPARATUS FOR QUESTION-ANSWERING USING A DATABASE CONSIST OF QUERY VECTORS | April 2023 | August 2024 | Allow | 17 | 1 | 0 | No | No |
| 18191525 | Finding Relatives in a Database | March 2023 | August 2023 | Allow | 5 | 1 | 0 | No | No |
| 18110354 | APPARATUSES AND METHODS FOR PARSING AND COMPARING VIDEO RESUME DUPLICATIONS | February 2023 | April 2024 | Allow | 14 | 2 | 0 | Yes | No |
| 18104848 | Visually Guided Machine-learning Language Model | February 2023 | June 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18162366 | Scan Parsing | January 2023 | August 2024 | Allow | 19 | 0 | 0 | No | No |
| 18093438 | CLOUD SNAPSHOT LINEAGE MOBILITY BETWEEN VIRTUALIZATION SOFTWARE RUNNING ON DIFFERENT STORAGE SYSTEMS | January 2023 | December 2023 | Allow | 12 | 1 | 0 | No | No |
| 18091477 | LIMITING CONCURRENT DATABASE UPDATES | December 2022 | November 2023 | Allow | 11 | 2 | 0 | Yes | No |
| 18088524 | FILE MANAGEMENT PROGRAM AND FILE MANAGEMENT SYSTEM, FOR OUTPUTTING TARGET FILE, AND INFORMATION FILE CONTAINING INFORMATION LINKED WITH TARGET FILE, TO EXTERNAL DEVICE | December 2022 | November 2023 | Allow | 11 | 1 | 0 | No | No |
| 18087737 | IMPLEMENTING DIFFERENT SYNCHRONIZATION PROCESSES USING A MULTI-ROOT SYSTEM | December 2022 | December 2024 | Allow | 23 | 1 | 0 | Yes | No |
| 18069031 | PRODUCTION METHOD OF MULTIMEDIA WORK, APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM | December 2022 | January 2025 | Allow | 25 | 3 | 0 | No | No |
| 18064214 | UNNESTING OF JSON ARRAYS | December 2022 | December 2024 | Allow | 24 | 1 | 0 | No | No |
| 18064112 | DATABASE LAYERED FILTERING | December 2022 | July 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 18064076 | COMMUNICATION METHOD AND SYSTEM IMPLEMENTED BASED ON RECOGNIZED DATA, AND GAS-VOLUME CONVERSION CONTROLLER | December 2022 | October 2024 | Allow | 22 | 1 | 0 | No | No |
| 17987252 | METHOD AND SYSTEM FOR PROVIDING QUERY SUGGESTIONS BASED ON USER FEEDBACK | November 2022 | February 2025 | Allow | 27 | 4 | 0 | No | No |
| 17979412 | Finding Relatives in a Database | November 2022 | December 2023 | Allow | 14 | 1 | 0 | No | No |
| 17975949 | Finding Relatives in a Database | October 2022 | March 2023 | Allow | 5 | 1 | 0 | No | No |
| 17970654 | SNAPSHOT MIGRATION BETWEEN CLOUD STORAGE PLATFORMS | October 2022 | December 2023 | Allow | 14 | 1 | 0 | No | No |
| 17908607 | LEARNING METHOD, DEVICE, LEARNING APPARATUS AND PROGRAM | September 2022 | October 2024 | Allow | 26 | 1 | 0 | No | No |
| 17821999 | DYNAMIC DATA AGGREGATION | August 2022 | February 2024 | Allow | 17 | 1 | 0 | No | No |
| 17892376 | SCAN PARSING | August 2022 | April 2024 | Allow | 20 | 1 | 0 | No | No |
| 17891486 | METHOD AND APPARATUS FOR SEARCHING VIDEO SECTION USING NATURAL LANGUAGE | August 2022 | December 2023 | Allow | 16 | 1 | 0 | No | No |
| 17815438 | VIRTUAL FILE SYSTEM FOR DYNAMICALLY PROVIDING MEDIA CONTENT | July 2022 | April 2024 | Allow | 21 | 2 | 0 | No | No |
| 17858957 | SYSTEMS AND METHOD FOR PROCESSING TIMESERIES DATA | July 2022 | August 2024 | Allow | 25 | 2 | 0 | Yes | No |
| 17810065 | SYSTEMS AND METHODS FOR IMPROVED BLOCKCHAIN DATA INDEXING BY AVOIDING THROUGHPUT BOTTLENECKS | June 2022 | July 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17850655 | SEARCH RESULT FILTERS FROM RESOURCE CONTENT | June 2022 | April 2023 | Allow | 9 | 0 | 0 | No | No |
| 17850283 | EVIDENCE DATA COLLECTOR USING CONTENT ADDRESSABLE STORAGE | June 2022 | September 2024 | Allow | 27 | 0 | 0 | No | No |
| 17825348 | INCREMENTAL AGGLOMERATIVE CLUSTERING OF DIGITAL IMAGES | May 2022 | July 2023 | Allow | 14 | 1 | 0 | No | No |
| 17824711 | METHOD FOR GENERATING A SIGNAL TEST SPECIFICATION, DATA PROCESSING CIRCUIT, AND CLOUD SYSTEM | May 2022 | January 2025 | Allow | 32 | 1 | 0 | No | No |
| 17658039 | PAIRING AND GROUPING USER PROFILES ACCESSED FROM PRE-CURRENT SYSTEMS | April 2022 | March 2024 | Allow | 24 | 1 | 0 | No | No |
| 17693462 | FILE STORAGE | March 2022 | September 2024 | Abandon | 30 | 2 | 0 | No | No |
| 17654110 | EFFICIENT JOB WRITING FOR DATABASE MEMBER | March 2022 | November 2023 | Allow | 20 | 1 | 0 | No | No |
| 17651754 | SYSTEMS AND METHODS FOR BI-DIRECTIONAL DATABASE APPLICATION PROGRAMMING INTERFACE, EXTRACT TRANSFORM AND LOAD SYSTEM, AND USER COMPUTING DEVICE | February 2022 | March 2023 | Allow | 13 | 0 | 0 | No | No |
| 17666487 | System and Method for Selective Synchronization | February 2022 | July 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17591675 | SYSTEM FOR TRACKING AND TAGGING COMMUNICATION USING ELECTRONIC NON-FUNGIBLE RESOURCES WITHIN A DISTRIBUTED NETWORK | February 2022 | February 2024 | Allow | 24 | 0 | 0 | No | No |
| 17582070 | APPARATUSES AND METHODS FOR PARSING AND COMPARING VIDEO RESUME DUPLICATIONS | January 2022 | November 2022 | Allow | 10 | 2 | 0 | No | No |
| 17576738 | FINDING RELATIVES IN A DATABASE | January 2022 | July 2022 | Allow | 6 | 1 | 0 | No | No |
| 17561023 | IMPLICIT CLASSIFICATION OF STORED OBJECTS FOR ARBITRARY WORKLOADS | December 2021 | July 2024 | Allow | 30 | 2 | 0 | No | No |
| 17621262 | METHOD FOR TESTING CONTROL SOFTWARE OF A CONTROL DEVICE | December 2021 | April 2024 | Allow | 28 | 1 | 0 | No | No |
| 17544979 | CLUSTERING OF LOG MESSAGES | December 2021 | October 2023 | Allow | 23 | 1 | 0 | No | No |
| 17457853 | COMPOSABLE NETWORK-STORAGE-BASED FILE SYSTEMS | December 2021 | October 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17519307 | SYSTEM AND METHOD FOR IMPLEMENTING SENTENCE LEVEL DOCUMENT VERSIONING THROUGH A DOCUMENT DATA STRUCTURE DESIGNED TO STORE MULTIPLE SENTENCE VARIANTS | November 2021 | June 2022 | Allow | 7 | 1 | 0 | No | No |
| 17453347 | DYNAMIC IDENTIFICATION OF CLOUD STORAGE DESTINATION FOR MULTI-USER FILES | November 2021 | July 2023 | Allow | 20 | 1 | 0 | No | No |
| 17518313 | SYSTEMS AND METHODS FOR CATEGORICAL REPRESENTATION LEARNING | November 2021 | October 2023 | Allow | 23 | 0 | 0 | No | No |
| 17510551 | REDUCING REDUNDANCY IN SYNCHRONOUS REPLICATION OF METADATA WITH A JOURNAL LOG | October 2021 | June 2024 | Allow | 32 | 1 | 0 | No | No |
| 17603622 | MODEL PUSHING METHOD AND DEVICE, MODEL REQUESTING METHOD AND DEVICE, STORAGE MEDIUM AND ELECTRONIC DEVICE | October 2021 | April 2024 | Allow | 30 | 1 | 0 | No | No |
| 17498191 | SYSTEM AND METHOD FOR MAINTAINING METADATA CORRECTNESS | October 2021 | August 2023 | Allow | 23 | 1 | 0 | No | No |
| 17449760 | Distributed File System with Reduced Write and Read Latencies | October 2021 | July 2024 | Allow | 33 | 1 | 0 | No | No |
| 17487873 | SYSTEMS AND METHODS TO PUBLISH NEW CONTENT | September 2021 | January 2025 | Allow | 40 | 3 | 0 | No | No |
| 17485234 | ANALYTICS WORKFLOW INTEGRATED WITH LOGIC CONTROL | September 2021 | February 2025 | Allow | 41 | 4 | 0 | Yes | No |
| 17482642 | FILE STORAGE AND COMPUTER SYSTEM | September 2021 | March 2024 | Allow | 30 | 2 | 0 | No | No |
| 17478287 | SYSTEM AND METHOD FOR OPTIMIZED PROCESSING OF INFORMATION ON QUANTUM SYSTEMS | September 2021 | January 2024 | Allow | 28 | 1 | 0 | No | No |
| 17476292 | SYSTEMS AND METHODS FOR CONTEXTUALIZED VISUAL SEARCH | September 2021 | December 2023 | Allow | 27 | 1 | 0 | No | No |
| 17465915 | SYSTEMS AND METHODS FOR PROVIDING AND USING CONFIDENCE ESTIMATIONS FOR SEMANTIC LABELING | September 2021 | October 2024 | Allow | 37 | 2 | 0 | No | Yes |
| 17408363 | System and Method for Evaluating Rules | August 2021 | March 2024 | Allow | 31 | 1 | 0 | No | No |
| 17384966 | TECHNIQUES FOR VISUALIZING DEPENDENCIES IN A DATA ANALYTICS SYSTEM | July 2021 | February 2024 | Allow | 30 | 2 | 0 | Yes | No |
| 17368298 | AUTOMATION SYSTEM AND METHOD | July 2021 | November 2024 | Allow | 41 | 2 | 0 | No | No |
| 17304849 | Method and device for sorting Chinese characters, searching Chinese characters and constructing dictionary | June 2021 | May 2024 | Allow | 34 | 2 | 0 | Yes | No |
| 17355128 | METHODS AND SYSTEMS FOR ENCODING URI FOR ARBITRARY PAYLOAD DATA BASED ON ALPHANUMERIC ENCODING METHODS | June 2021 | October 2022 | Allow | 16 | 2 | 0 | No | No |
| 17353881 | SYSTEM AND METHOD TO INTEGRATE DATA FROM ONE APPLICATION TO ANOTHER APPLICATION | June 2021 | December 2023 | Allow | 30 | 1 | 0 | No | No |
| 17353399 | BLOCKCHAIN TRANSACTION PROCESSING SYSTEMS AND METHODS | June 2021 | June 2022 | Allow | 12 | 2 | 0 | Yes | No |
| 17351052 | FINDING RELATIVES IN A DATABASE | June 2021 | March 2022 | Allow | 8 | 1 | 0 | No | No |
| 17347102 | FACILITATING PRACTICAL BYZANTINE FAULT TOLERANCE BLOCKCHAIN CONSENSUS AND NODE SYNCHRONIZATION | June 2021 | March 2022 | Allow | 9 | 1 | 0 | No | No |
| 17339333 | METHOD FOR MONITORING USER BEHAVIOR WHEN INTERACTING WITH CONTENT AND A SYSTEM FOR ITS IMPLEMENTATION | June 2021 | January 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17331584 | ENFORCING BOTH SYNTACTIC AND SEMANTIC CORRECTNESS OF DOMAIN-SPECIFIC DATA QUERIES | May 2021 | October 2023 | Allow | 29 | 1 | 0 | Yes | No |
| 17315676 | Partial Decompression For Rapid File or Sub-File Access | May 2021 | January 2024 | Allow | 32 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner PHAN, TUANKHANH D.
With a 30.0% 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, 34.8% 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 face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner PHAN, TUANKHANH D works in Art Unit 2154 and has examined 404 patent applications in our dataset. With an allowance rate of 86.6%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 35 months.
Examiner PHAN, TUANKHANH D's allowance rate of 86.6% places them in the 60% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by PHAN, TUANKHANH D receive 2.13 office actions before reaching final disposition. This places the examiner in the 72% 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 PHAN, TUANKHANH D is 35 months. This places the examiner in the 20% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +8.7% benefit to allowance rate for applications examined by PHAN, TUANKHANH D. This interview benefit is in the 42% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 30.8% of applications are subsequently allowed. This success rate is in the 54% 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 20.0% of cases where such amendments are filed. This entry rate is in the 17% 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, 122.2% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 82% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.
This examiner withdraws rejections or reopens prosecution in 59.2% of appeals filed. This is in the 29% percentile among all examiners. Of these withdrawals, 44.8% 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, 50.8% are granted (fully or in part). This grant rate is in the 63% 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 0.7% of allowed cases (in the 64% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 10% 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.