Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19029473 | Audiovisual content curation system | January 2025 | March 2026 | Allow | 14 | 1 | 0 | No | No |
| 18984605 | GUIDED WEB CRAWLER FOR AUTOMATED IDENTIFICATION AND VERIFICATION OF WEBPAGE RESOURCES | December 2024 | March 2026 | Allow | 15 | 1 | 0 | No | No |
| 18963347 | Presenting Related Content while Browsing and Searching Content | November 2024 | January 2026 | Allow | 14 | 1 | 0 | No | No |
| 18952581 | AUTO COLLECTION PROCESSING | November 2024 | October 2025 | Allow | 11 | 0 | 0 | No | No |
| 18933061 | SYSTEMS AND METHODS FOR SPORTS ABILITY RATINGS | October 2024 | January 2026 | Allow | 15 | 1 | 0 | Yes | No |
| 18921387 | INTERACTIVE DATA FIELD ANALYZER | October 2024 | September 2025 | Allow | 10 | 0 | 0 | No | No |
| 18919264 | Distributed Graph Analysis with Atomic Transactions | October 2024 | August 2025 | Allow | 10 | 0 | 0 | No | No |
| 18856799 | INFORMATION MANAGEMENT SYSTEM AND OPTION MANAGEMENT APPARATUS | October 2024 | January 2026 | Allow | 15 | 1 | 0 | No | No |
| 18913102 | METHODS AND SYSTEM FOR DETERMINING, NAVIGATING, AND PRESENTING COMPLEX RELATIONSHIPS IN CONTENT | October 2024 | January 2026 | Allow | 15 | 1 | 0 | No | No |
| 18907927 | LIVE SYNCHRONIZATION FOR DATABASE DISASTER RECOVERY | October 2024 | July 2025 | Allow | 9 | 0 | 0 | No | No |
| 18908588 | AUTOMATIC DATA STORE ARCHITECTURE DETECTION | October 2024 | October 2025 | Allow | 12 | 1 | 0 | No | No |
| 18885060 | KNOWLEDGE RE-RANKING TECHNIQUES | September 2024 | November 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18826173 | SIGNALS AND MEASUREMENT OF BUSINESS GOALS IN A CHATBOT PLATFORM | September 2024 | October 2025 | Allow | 13 | 1 | 0 | No | No |
| 18824525 | SYSTEM AND METHOD FOR GENERATING A GRAPHICAL USER INTERFACE TO TRACK, ANALYZE AND INTERPRET A BIG DATA DATASET | September 2024 | September 2025 | Allow | 12 | 1 | 0 | No | No |
| 18839385 | METHOD FOR FILTERING A GRAPH | August 2024 | October 2025 | Allow | 14 | 1 | 0 | No | No |
| 18785124 | ADDITIONAL SEARCHING BASED ON CONFIDENCE IN A CLASSIFICATION PERFORMED BY A GENERATIVE LANGUAGE MACHINE LEARNING MODEL | July 2024 | October 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18781914 | LOG INFORMATION PROCESSING METHOD, DEVICE AND STORAGE MEDIUM | July 2024 | September 2025 | Allow | 14 | 1 | 0 | No | No |
| 18747068 | DATA QUERY OPTIMIZATION METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | June 2024 | October 2025 | Allow | 16 | 1 | 0 | No | No |
| 18743958 | QUERY COMPOSITION SYSTEM | June 2024 | July 2025 | Allow | 13 | 1 | 0 | No | No |
| 18735936 | REASSIGNMENT OF PROCESSING NODES | June 2024 | August 2025 | Allow | 14 | 0 | 0 | No | No |
| 18733323 | INFORMATION SERVICE FOR FACTS EXTRACTED FROM DIFFERING SOURCES ON A WIDE AREA NETWORK | June 2024 | October 2025 | Allow | 17 | 1 | 0 | No | No |
| 18649256 | Implementing Guardrails For Non-Disruptive Migration Of Workloads | April 2024 | March 2026 | Allow | 22 | 2 | 0 | Yes | No |
| 18647297 | Reranking Documents Based on Graph Representations of the Documents | April 2024 | August 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18638498 | RECONSTRUCTING BROWSER INTERACTION FROM SESSION DATA HAVING INCOMPLETE TRACKING DATA | April 2024 | June 2025 | Allow | 14 | 1 | 0 | No | No |
| 18626551 | ENHANCING ARTIFICIAL INTELLIGENCE RESPONSES WITH CONTEXTUAL USAGE INSIGHTS | April 2024 | August 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18622397 | Document Correlation Optimizer | March 2024 | December 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18617630 | DATA PROCESSING METHOD, APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | March 2024 | August 2025 | Allow | 17 | 1 | 0 | No | No |
| 18599543 | METHOD, ELECTRONIC APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM FOR IDENTIFYING ENTITY RELATIONSHIP PAIRS | March 2024 | July 2025 | Allow | 16 | 1 | 0 | No | No |
| 18591964 | ENHANCED AND ADAPTIVE QUERY DETECTION ENGINE(S) FOR PREDICTING AND IDENTIFYING EMERGENT INCIDIENT QUERIES | February 2024 | July 2025 | Allow | 16 | 1 | 0 | No | No |
| 18590656 | RESOURCE CONSERVATION BASED ON QUERY COMPLEXITY | February 2024 | May 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18590334 | METHOD AND SYSTEM FOR PRUNING BLOCKS FROM A BLOCKCHAIN | February 2024 | May 2025 | Allow | 15 | 1 | 0 | No | No |
| 18441592 | SYNCHRONIZATION OF GRAPHICAL DATA | February 2024 | March 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18441389 | RECOMMENDATION METHOD AND APPARATUS, TRAINING METHOD AND APPARATUS, DEVICE, AND RECOMMENDATION SYSTEM | February 2024 | May 2025 | Allow | 15 | 1 | 0 | No | No |
| 18438101 | METHODS AND SYSTEMS FOR MODIFYING A SEARCH RESULT | February 2024 | February 2025 | Allow | 12 | 1 | 0 | No | No |
| 18419118 | SYSTEM AND METHOD FOR IDENTIFYING CYBERTHREATS FROM UNSTRUCTURED SOCIAL MEDIA CONTENT | January 2024 | January 2025 | Allow | 12 | 1 | 0 | No | No |
| 18409472 | SHARED HIERARCHICAL DATA DESIGN MODEL FOR TRANSFERRING DATA WITHIN DISTRIBUTED SYSTEMS | January 2024 | January 2025 | Allow | 13 | 1 | 0 | No | No |
| 18402291 | ARTIFICIAL INTELLIGENCE-BASED AUTOMATED PARSER CREATION | January 2024 | May 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18401246 | ENABLING A MORE ACCURATE SEARCH OF A DIGITAL MEDIA DATABASE | December 2023 | July 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18396848 | CAMPAIGN MANAGEMENT SYSTEM - MIGRATION | December 2023 | March 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18545324 | TECHNIQUES FOR PRESENTING CONTENT TO A USER BASED ON THE USER'S PREFERENCES | December 2023 | February 2025 | Allow | 13 | 0 | 0 | No | No |
| 18530026 | INTEGRATION FLOW GENERATION USING LARGE LANGUAGE MODELS | December 2023 | July 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18524131 | OPTIMIZATION OF TIME-SERIES ANOMALY DETECTION | November 2023 | January 2025 | Allow | 14 | 0 | 0 | No | No |
| 18522397 | GRAPH SEARCH DEVICE, GRAPH SEARCH SYSTEM, AND GRAPH SEARCH METHOD | November 2023 | May 2025 | Allow | 17 | 1 | 0 | No | No |
| 18517199 | Moderation of User-Generated Content | November 2023 | April 2025 | Allow | 17 | 1 | 0 | No | No |
| 18502620 | REPRESENTATION AND VISUALIZATION OF MULTIVARIATE SENSORY TIME SERIES DATA | November 2023 | April 2025 | Allow | 17 | 1 | 0 | No | No |
| 18501225 | Blockchain Node and Transaction Method | November 2023 | March 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18498688 | DEDUPLICATED DATA DISTRIBUTION TECHNIQUES | October 2023 | May 2025 | Abandon | 19 | 1 | 0 | No | No |
| 18381165 | ADAPTIVE INTERPRETATION AND COMPILATION OF DATABASE QUERIES | October 2023 | February 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18479477 | METHODS AND APPARATUS FOR PROVIDING HYPERVISOR LEVEL DATA SERVICES FOR SERVER VIRTUALIZATION | October 2023 | October 2024 | Allow | 13 | 1 | 0 | No | No |
| 18471470 | AUDIBLE ACOUSTIC PERFORMANCE TOOL | September 2023 | December 2024 | Allow | 15 | 1 | 0 | No | No |
| 18370924 | DYNAMIC VISUAL TAGGING SYSTEM FOR SEARCH | September 2023 | January 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18462715 | Audiovisual Content Curation System | September 2023 | October 2024 | Allow | 14 | 1 | 0 | No | No |
| 18232498 | KEYWORD SELECTION FOR SKILLS INFERENCE | August 2023 | December 2024 | Allow | 16 | 0 | 0 | Yes | No |
| 18229727 | Expert Detection in Social Networks | August 2023 | August 2024 | Allow | 13 | 1 | 0 | No | No |
| 18343829 | PREDICTIVE FEEDBACK ENGINE FOR IMPROVING SEARCH RELEVANCE IN A TENANT CONFIGURABLE HYBRID SEARCH SYSTEM | June 2023 | July 2025 | Allow | 24 | 2 | 0 | No | No |
| 18340436 | SOFTWARE UTILITY TOOLBOX FOR CLIENT DEVICES | June 2023 | October 2024 | Allow | 16 | 1 | 0 | No | No |
| 18337231 | METHOD AND SYSTEM FOR PROCESSING LARGE AMOUNTS OF REAL WORLD EVIDENCE | June 2023 | September 2024 | Allow | 15 | 1 | 0 | No | No |
| 18328992 | SNAPSHOT ISOLATION QUERY TRANSACTIONS IN DISTRIBUTED SYSTEMS | June 2023 | April 2024 | Allow | 11 | 0 | 0 | No | No |
| 18326598 | SYSTEMS AND METHODS FOR PERFORMING ENTITY BASED DATA SEARCHES BETWEEN ENTERPRISES | May 2023 | March 2025 | Allow | 22 | 1 | 0 | No | No |
| 18326699 | PATTERN-BASED MATCHING FOR POLICY ENGINES | May 2023 | February 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18325782 | RENDERING A SERVICE GRAPH TO ILLUSTRATE PAGE PROVIDER DEPENDENCIES AT AN AGGREGATE LEVEL | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18201514 | Linking Discrete Dimensions to Enhance Dimensional Analysis | May 2023 | March 2024 | Allow | 10 | 1 | 0 | No | No |
| 18322527 | Automatic selection of visualization parameter based on field selection | May 2023 | June 2024 | Allow | 13 | 1 | 0 | No | No |
| 18318759 | System and Method for Performing Analyses and Automation Within Digital Systems | May 2023 | October 2025 | Allow | 29 | 1 | 0 | No | No |
| 18306638 | Visual and Audio Multimodal Searching System | April 2023 | February 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18138195 | METHODS AND SYSTEMS FOR REUSE OF DATA ITEM FINGERPRINTS IN GENERATION OF SEMANTIC MAPS | April 2023 | September 2024 | Allow | 16 | 1 | 0 | No | No |
| 18301276 | MACHINE-LEARNED NEWS AGGREGATION AND SERVING | April 2023 | February 2025 | Allow | 22 | 2 | 0 | No | No |
| 18135012 | Workflow for Generating Synthetic Data based on a Relational Database | April 2023 | October 2024 | Allow | 18 | 1 | 0 | No | No |
| 18300936 | SUPPLEMENTING EXTRACTION RULES BASED ON EVENT CLUSTERING | April 2023 | May 2024 | Allow | 13 | 1 | 0 | No | No |
| 18300032 | SYSTEM AND METHOD FOR CUSTOM LABEL EMBEDDING | April 2023 | October 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18299069 | METHOD, SYSTEM FOR PROVIDING SIGHT INFORMATION AND COMPUTER-READABLE RECORDING MEDIUM | April 2023 | October 2024 | Allow | 18 | 1 | 0 | No | No |
| 18298714 | METHODS AND SYSTEMS FOR PROVIDING AN ENHANCED RESPONSE TO A QUERY IN AN IOT ENVIRONMENT | April 2023 | February 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18296536 | GUIDED WEB CRAWLER FOR AUTOMATED IDENTIFICATION AND VERIFICATION OF WEBPAGE RESOURCES | April 2023 | September 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18128155 | QUERY COMPOSITION SYSTEM | March 2023 | February 2024 | Allow | 11 | 1 | 0 | No | No |
| 18127123 | GENERATING PARAMETER VALUES FOR SNAPSHOT SCHEDULES UTILIZING A REINFORCEMENT LEARNING FRAMEWORK | March 2023 | October 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18123758 | REASSIGNING A PROCESSING NODE FROM DOWNLOADING TO SEARCHING A DATA GROUP | March 2023 | February 2024 | Allow | 11 | 1 | 0 | No | No |
| 18169627 | SYSTEM AND METHOD FOR IDENTIFYING CYBERTHREATS FROM UNSTRUCTURED SOCIAL MEDIA CONTENT | February 2023 | October 2023 | Allow | 8 | 1 | 0 | No | No |
| 18160969 | AUTOMATIC DATA STORE ARCHITECTURE DETECTION | January 2023 | May 2024 | Allow | 16 | 1 | 0 | No | No |
| 18155744 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM FOR ANALYZING TEXT | January 2023 | November 2024 | Allow | 22 | 2 | 0 | No | No |
| 18067414 | DATA ACCESS USING SORTED COUNT MAPPING | December 2022 | June 2023 | Allow | 6 | 1 | 0 | No | No |
| 18081832 | Presenting Related Content while Browsing and Searching Content | December 2022 | August 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 18009766 | SEARCH USING WORDS FROM USER INTERFACE | December 2022 | June 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18009857 | INFORMATION SEARCH APPARATUS, INFORMATION SEARCH METHOD, AND COMPUTER-READABLE RECORDING MEDIUM | December 2022 | August 2024 | Allow | 20 | 1 | 0 | No | No |
| 18076202 | Method for Classifying Asset File | December 2022 | September 2024 | Abandon | 22 | 1 | 0 | No | No |
| 18076037 | INTELLIGENT SURGERY VIDEO MANAGEMENT AND RETRIEVAL SYSTEM | December 2022 | January 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18059691 | SYSTEMS AND METHODS FOR SEMANTIC PARSING WITH PRIMITIVE LEVEL ENUMERATION | November 2022 | June 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17987565 | SYSTEM AND METHOD FOR RANKING ITEMS ON LIST | November 2022 | December 2024 | Abandon | 25 | 2 | 0 | No | No |
| 18053053 | AUTOMATIC BUILDING, VERIFYING, AND SECURING OF A MASTER DATA LIST | November 2022 | April 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17974095 | Audiovisual Content Curation System | October 2022 | June 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 17964290 | DEDUPLICATED DATA DISTRIBUTION TECHNIQUES | October 2022 | June 2023 | Allow | 9 | 1 | 0 | No | No |
| 17960030 | Fast Aggregation And Ingestion Of Multidimensional Data | October 2022 | November 2025 | Allow | 38 | 3 | 0 | Yes | No |
| 17936408 | Pre-Processing of Files for Normalization of Fixed Length Fragment Comparison | September 2022 | May 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17948821 | PRODUCING NATIVELY COMPILED QUERY PLANS BY RECOMPILING EXISTING C CODE THROUGH PARTIAL EVALUATION | September 2022 | April 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17947339 | TECHNIQUES FOR PERFORMING RESYNCHRONIZATION ON A CLUSTERED SYSTEM | September 2022 | November 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17933160 | METHOD AND DEVICE FOR SNAPSHOTTING METADATA, AND STORAGE MEDIUM | September 2022 | June 2024 | Abandon | 21 | 1 | 0 | No | No |
| 17932750 | SIGNALS AND MEASUREMENT OF BUSINESS GOALS IN A CHATBOT PLATFORM | September 2022 | May 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17942844 | Moderation of User-Generated Content | September 2022 | August 2023 | Allow | 11 | 1 | 0 | No | No |
| 17898857 | AUDIBLE ACOUSTIC PERFORMANCE TOOL | August 2022 | June 2023 | Allow | 10 | 1 | 0 | No | No |
| 17892765 | METHODS AND SYSTEMS FOR MODIFYING A SEARCH RESULT | August 2022 | November 2023 | Allow | 15 | 1 | 0 | No | No |
| 17816457 | METHODS FOR MANAGING SNAPSHOTS IN A DISTRIBUTED DE-DUPLICATION SYSTEM AND DEVICES THEREOF | August 2022 | May 2023 | Allow | 10 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LE, DEBBIE M.
With a 43.8% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success 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, 30.8% 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 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 shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner LE, DEBBIE M works in Art Unit 2168 and has examined 923 patent applications in our dataset. With an allowance rate of 88.9%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 31 months.
Examiner LE, DEBBIE M's allowance rate of 88.9% places them in the 70% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by LE, DEBBIE M receive 1.64 office actions before reaching final disposition. This places the examiner in the 32% 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 LE, DEBBIE M is 31 months. This places the examiner in the 54% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +12.8% benefit to allowance rate for applications examined by LE, DEBBIE M. This interview benefit is in the 49% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 36.7% of applications are subsequently allowed. This success rate is in the 84% 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 22.9% of cases where such amendments are filed. This entry rate is in the 30% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
When applicants request a pre-appeal conference (PAC) with this examiner, 57.1% 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 75.8% of appeals filed. This is in the 67% percentile among all examiners. Of these withdrawals, 48.0% 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, 48.0% are granted (fully or in part). This grant rate is in the 43% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.
Examiner's Amendments: This examiner makes examiner's amendments in 11.4% of allowed cases (in the 94% 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 52% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).
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.