Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19183464 | SYSTEMS AND METHODS OF FACILITATING AN INFORMED CONSENSUS-DRIVEN DISCUSSION | April 2025 | November 2025 | Allow | 7 | 1 | 0 | No | No |
| 19000321 | UTILIZING LANGUAGE MACHINE LEARNING MODELS FOR AUTONOMOUS EXECUTIONS OF COMPUTERIZED TECH-BIO EXPLORATION TOOLS | December 2024 | March 2026 | Allow | 15 | 1 | 0 | Yes | No |
| 18991813 | ENTITY RECORD FILTERING TECHNIQUES | December 2024 | August 2025 | Allow | 8 | 1 | 0 | Yes | No |
| 18985146 | ENTITY RECORD FILTERING TECHNIQUES | December 2024 | August 2025 | Allow | 8 | 1 | 0 | Yes | No |
| 18982645 | Web Browser with Integrated Vector Database | December 2024 | March 2026 | Allow | 15 | 1 | 0 | Yes | No |
| 18979332 | VECTOR RETRIEVAL METHODS AND APPARATUSES, DEVICES, AND STORAGE MEDIA | December 2024 | February 2026 | Allow | 14 | 1 | 0 | Yes | No |
| 18975424 | TRAINING CONTENT LABELING MODELS | December 2024 | October 2025 | Allow | 10 | 1 | 0 | Yes | No |
| 18964762 | MAINTAINING CONSISTENT UNIQUE IDENTIFIERS IN ASSET MANAGEMENT SYSTEMS | December 2024 | May 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18960741 | SYSTEMS AND METHODS FOR MANAGING DATA | November 2024 | March 2026 | Allow | 15 | 1 | 0 | Yes | No |
| 18939140 | LLM-POWERED MICROSERVICE REGISTRATION AND DISCOVERY | November 2024 | January 2026 | Allow | 14 | 1 | 0 | Yes | No |
| 18928982 | CONCURRENT OPTIMISTIC TRANSACTIONS FOR TABLES WITH DELETION VECTORS | October 2024 | November 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18924937 | SYSTEMS AND METHODS FOR DETERMINING DATA-ORIGIN LINKS BETWEEN NAMED ENTITIES | October 2024 | February 2026 | Allow | 15 | 1 | 0 | No | No |
| 18912985 | Detection of Susceptibility of Membership Inference Attacks on Synthetic Data | October 2024 | August 2025 | Allow | 10 | 1 | 0 | No | No |
| 18827186 | SYSTEMS AND METHODS FOR ELECTRONICALLY MATCHING ONLINE USER PROFILES | September 2024 | February 2026 | Allow | 17 | 1 | 0 | Yes | No |
| 18819789 | LOG-STRUCTURED FILE SYSTEM FOR A ZONED BLOCK MEMORY DEVICE | August 2024 | November 2025 | Allow | 15 | 1 | 0 | No | No |
| 18806127 | MUSIC DISCOVERY | August 2024 | October 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18787830 | Waypoint Prediction Engine(s) For Compressing Geographical Information System Data | July 2024 | August 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18778054 | APPARATUS AND METHOD FOR DETERMINING CLUSTER PAIRS | July 2024 | February 2026 | Allow | 19 | 2 | 0 | No | No |
| 18776965 | APPARATUS AND METHODS FOR GENERATING AN INSTRUCTION SET | July 2024 | August 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18773407 | Reconfigurable Model for Auto-Classification System and Method | July 2024 | September 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18771157 | COMPUTER-BASED DATA COLLECTION, MANAGEMENT, AND FORECASTING | July 2024 | September 2025 | Allow | 14 | 1 | 0 | No | No |
| 18767109 | SYSTEMS AND METHODS FOR GROUPING DATA AND DETERMINING ANOMALIES WITHIN DATA | July 2024 | August 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18646100 | MEASURING POLARITY OF INTERACTIVE CONTENT | April 2024 | September 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18611572 | GENERATIVE ARTIFICIAL INTELLIGENCE MODEL STREAMING | March 2024 | August 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18608779 | COMPILE TIME PROCESSING OF EXTRACT, TRANSFORM, LOAD PROCESS | March 2024 | September 2025 | Allow | 18 | 1 | 0 | No | No |
| 18605318 | VISUAL FILTERING SYSTEM AND METHOD | March 2024 | April 2025 | Allow | 13 | 0 | 0 | No | No |
| 18603385 | System, Method, and Computer Program Product for Generating Code to Retrieve Aggregation Data for Machine Learning Models | March 2024 | October 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18597755 | SUPPORT DEVICE AND METHOD | March 2024 | July 2025 | Allow | 16 | 1 | 0 | No | No |
| 18590114 | CONFIGURING A LARGE LANGUAGE MODEL TO CONVERT NATURAL LANGUAGE QUERIES TO STRUCTURED QUERIES | February 2024 | July 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18686021 | INFORMATION PROCESSING DEVICE | February 2024 | June 2025 | Allow | 16 | 1 | 0 | No | No |
| 18423725 | Synthetic Data Generation for Query Plans | January 2024 | May 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18418718 | Compilation Techniques For Algorithmic Graph Processing In A Relational Database | January 2024 | March 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18415327 | METHOD, APPARATUS, ELECTRONIC DEVICE AND MEDIUM FOR EVENT EXTRACTION | January 2024 | April 2025 | Allow | 15 | 1 | 0 | No | No |
| 18412860 | DATA INTEGRATION IN AN INFORMATION PROCESSING SYSTEM | January 2024 | March 2025 | Allow | 14 | 1 | 0 | No | No |
| 18409306 | REAL TIME PROCESSING WITH DATA AGGREGATION AND VALIDATION | January 2024 | December 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18408269 | APPARATUS AND METHODS FOR GENERATING AN INSTRUCTION SET | January 2024 | May 2024 | Allow | 4 | 1 | 0 | Yes | No |
| 18403980 | APPARATUS AND METHOD FOR DETERMINING CLUSTER PAIRS | January 2024 | May 2024 | Allow | 4 | 2 | 0 | Yes | No |
| 18402210 | MINIMAL ENTROPY RESOURCE ALLOCATOR | January 2024 | February 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18394265 | Event-Based Customized Recommendations in a Distributed Network | December 2023 | January 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18393110 | Generative Machine-Learned Models for Identifying Optimal User-Generated Representation Images | December 2023 | May 2025 | Allow | 17 | 1 | 0 | No | No |
| 18543550 | METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR EFFICIENTLY CLASSIFYING A DATA OBJECT OF UNKNOWN TYPE | December 2023 | July 2025 | Allow | 19 | 1 | 0 | No | No |
| 18543813 | INTENT GRAPH MODEL GENERATION USING DIFFERENCE INFORMATION | December 2023 | November 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18544175 | UNIFIED QUERY ENGINE FOR GRAPH AND RELATIONAL DATA | December 2023 | July 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18542024 | SYNCHRONOUS CROSS-REGION REPLICATION FOR A MULTI-WRITER DATABASE | December 2023 | April 2025 | Allow | 16 | 1 | 0 | No | No |
| 18540732 | Information Monitoring System and Method | December 2023 | November 2025 | Abandon | 23 | 2 | 0 | No | No |
| 18536418 | ANOMALY DETECTION IN RELATIONAL DATABASES | December 2023 | February 2025 | Allow | 14 | 1 | 0 | No | No |
| 18530226 | DATA PIPELINE RECONFIGURATION | December 2023 | February 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18515826 | Generating and Distributing Playlists with Related Music and Stories | November 2023 | February 2026 | Abandon | 27 | 2 | 0 | No | No |
| 18516885 | HANDLING CASE SENSITIVITY OF FILENAMES | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18510195 | AUTOMATICALLY ESTIMATING PLACE DATA ACCURACY | November 2023 | February 2025 | Allow | 15 | 1 | 0 | No | No |
| 18386193 | SYSTEM AND METHOD FOR AUTOMATING CLOUD FINANCIAL OPERATIONS MANAGEMENT OPTIMIZATIONS | November 2023 | February 2025 | Allow | 15 | 1 | 0 | No | No |
| 18495756 | GENERATIVE CONTENT REGISTRATION SYSTEM AND METHOD OF USE | October 2023 | May 2025 | Allow | 19 | 1 | 0 | No | No |
| 18496341 | HIGH-PERFORMANCE RESOURCE AND JOB SCHEDULING | October 2023 | February 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18492887 | IMPROVING DATA RESTORATION USING DYNAMIC OPTIMIZATION | October 2023 | July 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18382994 | RELATIONAL SUBTREE MATCHING FOR IMPROVED QUERY PERFORMANCE | October 2023 | September 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18487312 | SYSTEM AND METHOD FOR OPTIMIZING TRANSMISSION OF REQUESTS FOR UPDATED CONTENT FROM EXTERNAL DATA SOURCES | October 2023 | November 2024 | Allow | 13 | 1 | 0 | No | No |
| 18487132 | Automatic classification of data loss events | October 2023 | December 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18487009 | GENERATIVE ARTIFICIAL INTELLIGENCE FORM BUILDER | October 2023 | October 2025 | Abandon | 24 | 2 | 0 | Yes | No |
| 18378948 | DOCUMENT CLASSIFICATION | October 2023 | November 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18483846 | SYSTEMS AND METHODS FOR GENERATING MULTIDIMENSIONAL DATA STRUCTURES BASED ON FANTASY SPORTS ACCOUNT ACTIVITY | October 2023 | January 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18469273 | SYSTEM AND METHODS FOR DATA MODEL DETECTION AND SURVEILLANCE | September 2023 | October 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18549570 | METAGENOMIC ANALYSIS OF MICROBIAL FLORA | September 2023 | January 2025 | Allow | 16 | 1 | 0 | No | No |
| 18241302 | DOCUMENT CONTENT SEARCH INDEX | September 2023 | April 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18548456 | INFORMATION PROCESSING METHOD AND APPARATUS, DEVICE, AND MEDIUM | August 2023 | January 2025 | Allow | 17 | 1 | 0 | No | No |
| 18458066 | SYSTEMS AND METHODS FOR DOCUMENT PARTITIONING AND PARTITION LABELING | August 2023 | November 2024 | Allow | 15 | 1 | 0 | No | No |
| 18278306 | QUERY-BASED DATABASE LINKAGE DISTRIBUTED DEEP LEARNING SYSTEM, AND METHOD THEREFOR | August 2023 | August 2024 | Allow | 12 | 1 | 0 | No | No |
| 18230568 | EXECUTING AGGREGATE COMPUTING OPERATIONS IN COMPLEX COMPUTING NETWORKS | August 2023 | February 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18358546 | System and Method for Duplicating Structured Data in Database | July 2023 | March 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18334842 | SEARCH QUERIES MATCHING SYSTEM | June 2023 | September 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18335029 | METHODS AND APPARATUS FOR KEYWORD ASSIGNMENT PREDICTIVE INTELLIGENCE MODELING | June 2023 | March 2025 | Allow | 21 | 2 | 0 | No | No |
| 18202137 | CLOUD SERVICE VALIDATION FOR MULTIPLE PROGRAMMING STACKS | May 2023 | August 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18302255 | ANNOTATING CUSTOMER DATA | April 2023 | September 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18301827 | SYSTEMS AND METHODS FOR DATA VERIFICATION | April 2023 | May 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18135078 | RETRIEVAL AND CACHING OF OBJECT METADATA ACROSS DATA SOURCES AND STORAGE SYSTEMS | April 2023 | September 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18133462 | Method of Improving Processing Efficiency Decision Making Within a Computer System | April 2023 | August 2024 | Abandon | 16 | 2 | 0 | Yes | No |
| 18297201 | MUSIC DISCOVERY | April 2023 | March 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18122667 | MULTI-LEVEL RICH AUTOSUGGESTIONS FOR MULTI-INTENT SEARCH QUERY | March 2023 | August 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18184064 | DATA ANALYSIS ACCELERATION ARCHITECTURE | March 2023 | October 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18183666 | CONTENT TRACKING SYSTEM AND METHOD OF USE | March 2023 | January 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18180928 | INCREMENTAL CLUSTERING OF CONTINUOUS FLOW DATA STREAMS TO PRESERVE DATA CONTINUITY | March 2023 | July 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18164008 | SYSTEMS AND METHODS FOR MANAGING DATA | February 2023 | August 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18040467 | FILE SHARING METHOD, DEVICE, AND SYSTEM | February 2023 | February 2025 | Allow | 25 | 1 | 0 | No | No |
| 18163107 | RULE-BASED QUERY CONTROL | February 2023 | August 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18162987 | Session-Based Processing Method and System | February 2023 | October 2024 | Allow | 21 | 1 | 0 | No | No |
| 18103870 | DATA MANAGEMENT SYSTEM FOR MANAGING INFERENCES | January 2023 | April 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18161592 | METHOD AND SYSTEM FOR IMPROVING EFFICIENCY IN THE MANAGEMENT OF DATA REFERENCES | January 2023 | January 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18103081 | NATURAL LANGUAGE WEB BROWSER | January 2023 | November 2024 | Abandon | 21 | 1 | 0 | No | No |
| 18157206 | SYSTEMS AND METHODS FOR ELECTRONICALLY MATCHING ONLINE USER PROFILES | January 2023 | July 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 18156140 | SYSTEMS AND METHODS FOR MAINTAINING BIFURCATED DATA MANAGEMENT WHILE LABELING DATA FOR ARTIFICIAL INTELLIGENCE MODEL DEVELOPMENT | January 2023 | July 2024 | Allow | 18 | 1 | 0 | No | No |
| 18156109 | CONCURRENT OPTIMISTIC TRANSACTIONS FOR TABLES WITH DELETION VECTORS | January 2023 | July 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18069505 | STORAGE MEDIUM, SEARCH DEVICE, AND SEARCH METHOD | December 2022 | September 2024 | Abandon | 21 | 1 | 0 | No | No |
| 18083469 | SYSTEMS AND METHODS FOR DETECTION AND CORRECTION OF ANOMALIES PRIORITY | December 2022 | October 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 18066335 | Client-Side Personalization of Search Results | December 2022 | April 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18070787 | MASTER DATA INCONSISTENCY EVALUATOR (MICE) | November 2022 | September 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 18071331 | EVENT LOGGING PROTOCOL CONNECTOR SYSTEMS AND METHODS | November 2022 | July 2025 | Allow | 32 | 2 | 0 | No | No |
| 17989139 | SYSTEM AND METHOD FOR DATA COMMUNITY DETECTION VIA DATA NETWORK TELEMETRY | November 2022 | March 2024 | Allow | 16 | 1 | 0 | No | No |
| 17984937 | NARROWING INFORMATION SEARCH RESULTS FOR PRESENTATION TO A USER | November 2022 | January 2025 | Allow | 26 | 4 | 0 | Yes | No |
| 17984717 | NAMED ENTITY BIAS DETECTION AND MITIGATION TECHNIQUES FOR SENTENCE SENTIMENT ANALYSIS | November 2022 | January 2026 | Allow | 38 | 1 | 0 | No | No |
| 17981242 | AUTOMATIC FEEDBACK LOOP FOR INCREMENTAL DATA SET PROCESSING | November 2022 | October 2023 | Allow | 12 | 1 | 0 | No | No |
| 18049138 | Providing unlabelled training data for training a computational model | October 2022 | December 2025 | Allow | 37 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner HWA, SHYUE JIUNN.
With a 12.5% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
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, 26.7% 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 HWA, SHYUE JIUNN works in Art Unit 2156 and has examined 355 patent applications in our dataset. With an allowance rate of 86.5%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 30 months.
Examiner HWA, SHYUE JIUNN's allowance rate of 86.5% places them in the 64% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by HWA, SHYUE JIUNN receive 1.87 office actions before reaching final disposition. This places the examiner in the 44% 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 HWA, SHYUE JIUNN is 30 months. This places the examiner in the 59% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +31.6% benefit to allowance rate for applications examined by HWA, SHYUE JIUNN. This interview benefit is in the 79% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.
When applicants file an RCE with this examiner, 34.4% of applications are subsequently allowed. This success rate is in the 76% 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 16.2% 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, 110.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 79% 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 74.2% of appeals filed. This is in the 63% percentile among all examiners. Of these withdrawals, 56.5% 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, 72.3% are granted (fully or in part). This grant rate is in the 79% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.
Examiner's Amendments: This examiner makes examiner's amendments in 1.7% of allowed cases (in the 73% 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 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.