Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18809636 | GRAPH DATABASE SYSTEM WITH PARALLELIZED GRAPH PARTITIONING | August 2024 | April 2025 | Allow | 8 | 0 | 0 | No | No |
| 18679518 | MACHINE LEARNING AUTOMATION OF NETWORK RESOURCE WORKFLOWS | May 2024 | March 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18642150 | System and Method for Monitoring a Sentiment Score | April 2024 | May 2025 | Allow | 13 | 2 | 0 | No | No |
| 18611297 | PROCESS FLOW DATA PARAMETERS | March 2024 | April 2025 | Allow | 12 | 1 | 0 | No | No |
| 18594413 | PLANAR FILE SYSTEM FOR ORGANIZING AND INTERRELATING LARGE DATA SETS | March 2024 | February 2025 | Allow | 12 | 1 | 0 | No | No |
| 18440384 | Secure Data Interactions Performed by an Internet of Things (IoT) Device | February 2024 | November 2024 | Allow | 9 | 1 | 0 | No | No |
| 18415836 | INFORMATION SYSTEM FOR GENERATION OF COMPLEX MOLECULE BY USING GRAPH REPRESENTING MOLECULE | January 2024 | June 2025 | Abandon | 17 | 2 | 0 | Yes | No |
| 18414526 | INFORMATION SYSTEM FOR GENERATION OF NEW MOLECULE BY USING GRAPH REPRESENTING MOLECULE | January 2024 | June 2025 | Abandon | 17 | 2 | 0 | Yes | No |
| 18540820 | Information Monitoring System and Method | December 2023 | February 2025 | Allow | 14 | 1 | 0 | No | No |
| 18376369 | DATASET SUMMARY METADATA PROVIDING IMPROVED QUERY PERFORMANCE | October 2023 | November 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18473752 | RUNTIME STATISTICS FEEDBACK FOR QUERY PLAN COST ESTIMATION | September 2023 | May 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18239727 | METHODS AND SYSTEMS FOR PRESENTING PRIVACY FRIENDLY QUERY ACTIVITY BASED ON ENVIRONMENTAL SIGNAL(S) | August 2023 | March 2025 | Allow | 19 | 1 | 0 | No | No |
| 18232530 | ENHANCED SEARCH WITH MORPHED IMAGES | August 2023 | January 2025 | Abandon | 18 | 2 | 0 | Yes | No |
| 18355452 | Systems and Methods for Providing Expert Thread Search Results | July 2023 | May 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18353393 | METHODS AND APPARATUS TO ESTIMATE DE-DUPLICATED UNKNOWN TOTAL AUDIENCE SIZES BASED ON PARTIAL INFORMATION OF KNOWN AUDIENCES | July 2023 | April 2025 | Allow | 21 | 2 | 0 | No | No |
| 18218462 | WEB CONTENT RELIABILITY CLASSIFICATION | July 2023 | June 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18255928 | SECRET HASH TABLE CONSTRUCTION APPARATUS, SECRET HASH TABLE CONSTRUCTION SYSTEM, SECRET HASH TABLE CONSTRUCTION METHOD AND PROGRAM | June 2023 | October 2024 | Allow | 16 | 2 | 0 | No | No |
| 18255528 | DIGITAL DATA TRACING METHOD | June 2023 | July 2024 | Allow | 14 | 1 | 0 | No | No |
| 18204568 | GRADIENT FLOWS IN DATASET SPACE | June 2023 | August 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18255020 | Data Transmission Method, Electronic Device, and Computer-Readable Storage Medium | May 2023 | March 2024 | Allow | 10 | 0 | 0 | No | No |
| 18203185 | MAPPER COMPONENT FOR A NEURO-LINGUISTIC BEHAVIOR RECOGNITION SYSTEM | May 2023 | February 2025 | Abandon | 20 | 2 | 1 | No | No |
| 18201232 | CLOUD PLATFORM BASED ARCHITECTURE FOR CONTINUOUS DEPLOYMENT AND EXECUTION OF MODULAR DATA PIPELINES | May 2023 | June 2024 | Allow | 13 | 1 | 0 | No | No |
| 18200860 | AUTO FAULT TREE GENERATION SYSTEM | May 2023 | November 2024 | Allow | 18 | 1 | 0 | No | No |
| 18133751 | ERROR MESSAGE REPLACEMENT SYSTEM | April 2023 | April 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18027035 | File Generation Method and Electronic Device | March 2023 | March 2025 | Allow | 24 | 2 | 0 | No | No |
| 18183313 | BRIDGING HETEROGENEOUS SETS OF CLOUD APPLICATIONS AND STORAGE | March 2023 | December 2024 | Allow | 21 | 2 | 0 | No | No |
| 18181221 | Secure data interactions performed by an Internet of Things (IoT) device | March 2023 | January 2024 | Allow | 11 | 0 | 0 | No | No |
| 18181280 | METHOD AND APPARATUS FOR KNOWLEDGE REPRESENTATION AND REASONING IN ACCOUNTING | March 2023 | October 2024 | Allow | 19 | 1 | 1 | No | No |
| 18115569 | MULTI-TENANT SYSTEM FOR PROVIDING ARBITRARY QUERY SUPPORT | February 2023 | July 2023 | Allow | 5 | 1 | 0 | No | No |
| 18175597 | ENUMERATION OF TREES FROM FINITE NUMBER OF NODES | February 2023 | June 2024 | Abandon | 16 | 1 | 0 | No | No |
| 18167088 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM | February 2023 | February 2024 | Allow | 12 | 1 | 0 | No | No |
| 18167082 | SYSTEMS AND METHODS FOR REPORT GENERATION | February 2023 | December 2024 | Allow | 22 | 3 | 0 | No | No |
| 18106856 | DETERMINING WHETHER AND/OR HOW TO IMPLEMENT REQUEST TO PREVENT PROVISION OF SEARCH RESULT(S) | February 2023 | March 2024 | Allow | 13 | 0 | 1 | No | No |
| 18162160 | DATA OPERATIONS ACCELERATION | January 2023 | December 2024 | Allow | 22 | 3 | 0 | Yes | No |
| 18103151 | COMPUTER-IMPLEMENTED RECOMMENDATION OF SIDE-BY-SIDE PLANTING IN AGRICULTURAL FIELDS | January 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18094598 | System and Method for Monitoring a Sentiment Score | January 2023 | February 2024 | Abandon | 13 | 2 | 0 | No | No |
| 18145082 | DYNAMICALLY PROCESSING REQUESTS FOR DATA ITEMS BASED ON RESOURCE CONSTRAINTS | December 2022 | April 2025 | Allow | 27 | 1 | 0 | No | No |
| 18084001 | VIRTUAL FOREIGN KEYS | December 2022 | June 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 18058568 | OUTPUT VALIDATION OF DATA PROCESSING SYSTEMS | November 2022 | November 2023 | Allow | 12 | 2 | 0 | Yes | No |
| 17924203 | BROWSER-BASED FRAME EXTRACTION METHOD AND SYSTEM | November 2022 | March 2025 | Allow | 29 | 2 | 0 | No | No |
| 17959049 | CHANGE DATA CAPTURE ON NO-MASTER DATA STORES | October 2022 | October 2024 | Allow | 24 | 3 | 0 | Yes | No |
| 17957918 | PROVIDING ACCESS TO STATE INFORMATION ASSOCIATED WITH OPERATORS IN A DATA PROCESSING SYSTEM | September 2022 | December 2023 | Allow | 14 | 1 | 1 | Yes | No |
| 17935107 | NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING COMPUTER-READABLE INSTRUCTIONS FOR TERMINAL DEVICE, AND METHOD EXECUTED BY TERMINAL DEVICE | September 2022 | December 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17949335 | METHOD AND SYSTEM FOR INITIATING A LOCATION-BASED TOPIC | September 2022 | August 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 17946915 | AUTOMATED COVER SONG IDENTIFICATION | September 2022 | July 2024 | Allow | 22 | 3 | 0 | No | Yes |
| 17940411 | GATEWAY SYSTEM THAT MAPS POINTS INTO A GRAPH SCHEMA | September 2022 | January 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 17903626 | Reducing Query Optimizer Plan Regressions with Machine Learning Classification | September 2022 | February 2024 | Allow | 17 | 1 | 0 | No | No |
| 17879680 | SERVER SYSTEMS AND METHODS FOR MERCHANT DATA CLEANSING IN PAYMENT NETWORK | August 2022 | January 2024 | Allow | 17 | 1 | 0 | No | No |
| 17878821 | No-Code Configuration of Data Visualization Actions for Execution of Parameterized Remote Workflows with Data Context via API | August 2022 | October 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17877671 | METHODS AND APPARATUS TO ESTIMATE CARDINALITY THROUGH ORDERED STATISTICS | July 2022 | August 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17815023 | Systems and Methods of Determining Web Resource Relevance | July 2022 | February 2024 | Abandon | 19 | 2 | 0 | Yes | No |
| 17814741 | SYSTEM AND METHOD FOR REDUCING CLIENT-SERVER NETWORK TRAFFIC FOR INTERNET DATABASE QUERIES | July 2022 | January 2024 | Allow | 18 | 3 | 0 | Yes | Yes |
| 17867557 | SYSTEMS AND METHODS FOR GENERATING AND MAINTAINING DATA OBJECTS | July 2022 | June 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 17810715 | CLEANING AND ORGANIZING SCHEMALESS SEMI-STRUCTURED DATA FOR EXTRACT, TRANSFORM, AND LOAD PROCESSING | July 2022 | November 2023 | Allow | 16 | 1 | 0 | Yes | No |
| 17849446 | RUNTIME STATISTICS FEEDBACK FOR QUERY PLAN COST ESTIMATION | June 2022 | August 2023 | Allow | 14 | 1 | 0 | No | No |
| 17808243 | AUTOMATED NON-RELATIONAL TO RELATIONAL DATABASE STREAMING | June 2022 | July 2024 | Allow | 24 | 2 | 0 | No | No |
| 17807884 | HETEROGENEOUS SCHEMA DISCOVERY FOR UNSTRUCTURED DATA | June 2022 | January 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 17808083 | METHOD, PRODUCT, AND SYSTEM TO PROVIDE A PARSER FOR PROPERTY GRAPH QUERIES WITH PRECISE ERROR REPORTING AND AUTO-COMPLETION BASED ON INFORMATION FROM PROPERTY GRAPH SCHEMAS | June 2022 | December 2024 | Allow | 29 | 3 | 0 | Yes | No |
| 17833434 | AUTOMATIC CREATION AND SYNCHRONIZATION OF GRAPH DATABASE OBJECTS | June 2022 | February 2024 | Allow | 20 | 3 | 0 | Yes | No |
| 17831363 | METHOD AND/OR SYSTEM FOR TRANSMITTING AND/OR RECEIVING DATA | June 2022 | June 2024 | Abandon | 24 | 3 | 0 | No | No |
| 17828862 | DATA PIPELINE DEFINITION USING DESCRIPTIVE LANGUAGE | May 2022 | April 2024 | Allow | 22 | 2 | 0 | No | No |
| 17743293 | DATABASE TRANSACTION PROCESSING METHOD AND APPARATUS, SERVER, AND STORAGE MEDIUM | May 2022 | September 2024 | Allow | 28 | 2 | 0 | No | No |
| 17737106 | METHOD AND A SYSTEM FOR PROFILING OF METAGENOME | May 2022 | October 2023 | Allow | 18 | 0 | 0 | No | No |
| 17755662 | INFORMATION PROCESSING DEVICE, TERMINAL DEVICE, AND SEARCH METHOD | May 2022 | December 2023 | Allow | 19 | 1 | 0 | No | No |
| 17736024 | ASSOCIATION RULE GENERATION PROGRAM, DEVICE, AND METHOD | May 2022 | May 2024 | Abandon | 25 | 1 | 0 | No | No |
| 17734575 | SECURE DATABASE WITH USER-DEFINED SCHEMAS | May 2022 | December 2024 | Allow | 32 | 2 | 0 | No | No |
| 17730152 | Document Generator | April 2022 | December 2023 | Abandon | 19 | 1 | 0 | Yes | No |
| 17771182 | METHOD AND APPARATUS FOR SMART AND EXTENSIBLE SCHEMA MATCHING FRAMEWORK | April 2022 | April 2024 | Allow | 23 | 2 | 0 | No | No |
| 17726781 | Methods Make Web and Business Application Data Access Agnostic to Schema Variations and Migrations | April 2022 | March 2024 | Allow | 23 | 2 | 0 | No | No |
| 17722793 | Multi-resolution modeling of discrete stochastic processes for computationally-efficient information search and retrieval | April 2022 | February 2024 | Allow | 22 | 1 | 0 | No | No |
| 17706910 | ENHANCED SEARCH WITH MORPHED IMAGES | March 2022 | June 2023 | Allow | 14 | 1 | 0 | No | No |
| 17763842 | Quick Application Startup Method and Related Apparatus | March 2022 | October 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17696264 | NESTED GROUP HIERARCHIES FOR ANALYTICS APPLICATIONS | March 2022 | June 2023 | Allow | 15 | 2 | 0 | Yes | No |
| 17690576 | METHOD AND/OR SYSTEM FOR MANIPULATING TREE EXPRESSIONS | March 2022 | August 2023 | Allow | 17 | 2 | 1 | No | No |
| 17653491 | TASK SCHEDULING USING A STREAM OF COMMITTED TRANSACTIONS | March 2022 | July 2024 | Allow | 28 | 2 | 0 | No | No |
| 17677450 | MANAGING FLEET OF MULTI-TENANT LOGICAL DATABASES IN RELATIONAL DATABASE MANAGEMENT SYSTEM SERVERS | February 2022 | February 2024 | Allow | 24 | 2 | 0 | No | No |
| 17668443 | SYSTEMS AND METHODS FOR LEARNING HUMAN-UNDERSTANDABLE LOGICAL RULES FROM DATA | February 2022 | June 2023 | Allow | 16 | 1 | 0 | No | No |
| 17649617 | METHOD AND SYSTEM FOR AUTOMATED PUBLIC INFORMATION DISCOVERY | February 2022 | February 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17583023 | Schema Agnostic Migration Of Delineated Data Between Relational Databases | January 2022 | August 2024 | Allow | 30 | 3 | 1 | No | No |
| 17571656 | Content Recommendation System With Weighted Metadata Annotations | January 2022 | July 2024 | Allow | 30 | 3 | 1 | No | No |
| 17567633 | ONLINE SCHEMA CHANGE OF RANGE-PARTITIONED INDEX IN A DISTRIBUTED STORAGE SYSTEM | January 2022 | May 2024 | Allow | 28 | 4 | 0 | No | No |
| 17559179 | IDENTIFICATION OF A COMPUTER PROCESSING UNIT | December 2021 | April 2023 | Allow | 16 | 1 | 0 | No | No |
| 17553934 | SIZE-OPTIMIZED DATA INTERCHANGE METHOD AND SYSTEM | December 2021 | July 2023 | Allow | 18 | 3 | 0 | No | No |
| 17546265 | PREPARING A DATABASE FOR A DOMAIN SPECIFIC APPLICATION USING A CENTRALIZED DATA REPOSITORY | December 2021 | January 2024 | Allow | 25 | 2 | 0 | No | No |
| 17541970 | DATA PROCESSING SYSTEM AND CACHE UPDATE CONTROL METHOD | December 2021 | March 2023 | Allow | 16 | 1 | 0 | No | No |
| 17535466 | APPARATUS AND METHOD FOR PROVIDING INDEXING AND SEARCH SERVICE BASED ON IMPORTANT SENTENCE | November 2021 | November 2023 | Allow | 23 | 2 | 1 | No | No |
| 17533973 | MODIFYING SEARCH RESULT RANKING BASED ON IMPLICIT USER FEEDBACK | November 2021 | July 2023 | Allow | 19 | 2 | 0 | Yes | No |
| 17534121 | METHOD AND SYSTEM FOR CONSTRUCTING PERSISTENT MEMORY INDEX IN NON-UNIFORM MEMORY ACCESS ARCHITECTURE | November 2021 | May 2023 | Allow | 17 | 0 | 0 | No | No |
| 17530671 | Alerting Based on Pod Communication-based Logical Graph | November 2021 | December 2023 | Allow | 24 | 1 | 0 | No | No |
| 17521122 | MULTI-TENANT SYSTEM FOR PROVIDING ARBITRARY QUERY SUPPORT | November 2021 | October 2022 | Allow | 12 | 1 | 0 | No | No |
| 17516509 | SYSTEMS AND METHODS FOR AUTOMATING MAPPING OF REPAIR PROCEDURES TO REPAIR INFORMATION | November 2021 | January 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17516501 | SYSTEMS AND METHODS FOR AUTOMATING MAPPING OF REPAIR PROCEDURES TO REPAIR INFORMATION | November 2021 | December 2023 | Allow | 25 | 2 | 0 | No | No |
| 17506799 | System and Method for Distributed Data Consolidation | October 2021 | October 2024 | Allow | 36 | 2 | 0 | No | No |
| 17504845 | TWO-LEVEL LOGICAL TO PHYSICAL MAPPING MECHANISM IN A LOG-STRUCTURED FILE SYSTEM | October 2021 | August 2024 | Allow | 34 | 2 | 0 | No | No |
| 17486183 | SUPPRESSION FILTER FOR PRESENTING CONTENT IN A NETWORK DOCUMENT | September 2021 | December 2023 | Allow | 27 | 2 | 1 | Yes | No |
| 17448591 | AUTOMATIC GENERATION OF CONVERGENT DATA MAPPINGS FOR BRANCHES IN AN INTEGRATION WORKFLOW | September 2021 | July 2024 | Allow | 34 | 2 | 0 | Yes | No |
| 17470758 | CONTEXTUALIZATION OF GEOSCIENTIFIC DATA USING GEOLOGICAL AGE FRAMEWORK | September 2021 | September 2024 | Allow | 36 | 3 | 0 | Yes | No |
| 17459994 | DYNAMIC MITIGATION OF SLOW WEB PAGES | August 2021 | February 2025 | Allow | 42 | 4 | 1 | Yes | No |
| 17459015 | CARDINALITY OF TIME SERIES | August 2021 | December 2023 | Allow | 60 | 2 | 0 | Yes | No |
| 17406140 | COMPUTER-IMPLEMENTED METHODS, SYSTEMS COMPRISING COMPUTER-READABLE MEDIA, AND ELECTRONIC DEVICES FOR QUERYING RESTRICTED-ACCESS DATASOURCES | August 2021 | February 2023 | Allow | 18 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LU, KUEN S.
With a 33.3% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage 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, 38.5% 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 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 LU, KUEN S works in Art Unit 2156 and has examined 1,024 patent applications in our dataset. With an allowance rate of 88.6%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 29 months.
Examiner LU, KUEN S's allowance rate of 88.6% places them in the 66% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by LU, KUEN S receive 1.78 office actions before reaching final disposition. This places the examiner in the 54% 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 LU, KUEN S is 29 months. This places the examiner in the 45% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +13.3% benefit to allowance rate for applications examined by LU, KUEN S. This interview benefit is in the 54% 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, 39.4% of applications are subsequently allowed. This success rate is in the 88% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.
This examiner enters after-final amendments leading to allowance in 20.7% of cases where such amendments are filed. This entry rate is in the 18% 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, 109.5% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 78% 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 80.9% of appeals filed. This is in the 71% percentile among all examiners. Of these withdrawals, 36.8% 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, 31.3% are granted (fully or in part). This grant rate is in the 24% 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 7.2% of allowed cases (in the 93% 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 0.2% of allowed cases (in the 45% percentile). This examiner issues Quayle actions less often than average. Allowances may 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.