Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18964413 | GREEN KNOWLEDGE RECOMMENDATION METHOD BASED ON CHARACTERISTIC SIMILARITY AND USER DEMANDS, ELECTRONIC DEVICE AND COMPUTER READABLE STORAGE MEDIUM THEREOF | November 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18935303 | SYSTEMS AND METHODS FOR INTERLEAVING RECOMMENDED MEDIA ITEMS IN A PLAYLIST | November 2024 | February 2026 | Allow | 15 | 2 | 0 | Yes | No |
| 18891245 | EXTRACTING KNOWLEDGE FROM A KNOWLEDGE DATABASE | September 2024 | January 2026 | Allow | 16 | 1 | 0 | No | No |
| 18769782 | PREDICTION AND NOTIFICATION OF AGREEMENT DOCUMENT EXPIRATIONS | July 2024 | February 2026 | Allow | 19 | 1 | 0 | Yes | No |
| 18679625 | METHOD FOR SELECTING SAMPLES IN A DATASET TO BE LABELLED IN A CLASSIFICATION TASK, WHEREIN THE DATASET COMPRISES N SAMPLES BELONGING TO K CLASSES AND A METHOD FOR CLASSIFYING A DATASET | May 2024 | February 2026 | Abandon | 20 | 2 | 0 | Yes | No |
| 18676300 | DATA MIGRATION MANAGEMENT AND MIGRATION METRIC PREDICTION | May 2024 | January 2026 | Allow | 20 | 1 | 0 | No | No |
| 18673439 | SYSTEM AND METHOD FOR GENERATING RECOMMENDATIONS WITH COLD STARTS | May 2024 | February 2026 | Allow | 21 | 2 | 0 | No | No |
| 18712160 | DATABASE MANAGEMENT SYSTEM | May 2024 | January 2026 | Abandon | 20 | 2 | 0 | No | No |
| 18666418 | DICTIONARY SHARING FOR EFFICIENT JOIN OPERATION IN COLUMN STORE | May 2024 | September 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18654462 | COGNITION MANAGEMENT SYSTEM AND METHODS FOR MANAGING RESEARCH AND DEVELOPMENT ACTIVITY | May 2024 | June 2025 | Allow | 13 | 4 | 0 | Yes | No |
| 18618695 | DATA RETRIEVAL USING EMBEDDINGS FOR DATA IN BACKUP SYSTEMS | March 2024 | March 2026 | Allow | 23 | 3 | 0 | Yes | No |
| 18613136 | SYSTEM AND A METHOD FOR ROUTING DATA TO A CONVERTER IN AN ENTERPRISE PERFORMANCE MANAGEMENT SYSTEM | March 2024 | January 2026 | Allow | 21 | 2 | 0 | No | No |
| 18611337 | STORAGE DEVICE SEARCHING FOR MAP SEGMENTS STORED IN PLURALITY OF SEARCH ENGINES, AND METHOD FOR OPERATING STORAGE DEVICE | March 2024 | October 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18411638 | DATABASE OBJECT LIFECYCLE STATES | January 2024 | May 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18408655 | SYSTEM FOR INTELLIGENT DATABASE MODELLING | January 2024 | December 2025 | Allow | 23 | 3 | 0 | No | No |
| 18408659 | SYSTEM FOR INTELLIGENT DATABASE MODELLING | January 2024 | July 2025 | Allow | 19 | 2 | 0 | No | No |
| 18568274 | Method and System for Constructing Data Warehouse Based on Wireless Communication Network, and Device and Medium | December 2023 | October 2025 | Abandon | 22 | 2 | 0 | No | No |
| 18522728 | MEMORY EFFICIENT MULTI-VERSIONED CONCURRENCY FOR A HYPERCUBE MEMORY CACHE USING ANCHOR OBJECT POINTERS | November 2023 | October 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18513985 | SELF-MAINTAINED TABLESPACE | November 2023 | June 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18560513 | DYNAMIC OIL AND GAS DATA QUALITY VISUALIZATION SUGGESTION | November 2023 | October 2025 | Allow | 24 | 3 | 0 | Yes | No |
| 18389139 | ARTIFICIAL CROWD INTELLIGENCE VIA NETWORKING RECOMMENDATION ENGINES | November 2023 | November 2025 | Allow | 60 | 3 | 0 | Yes | No |
| 18497145 | OPTIMIZING DATABASE CURSOR OPERATIONS IN KEY-VALUE STORES | October 2023 | December 2025 | Allow | 26 | 3 | 0 | No | No |
| 18496281 | QUERY-AWARE EXTRACTIVE HIERARCHICAL SUMMARIZATION | October 2023 | September 2025 | Abandon | 23 | 2 | 0 | Yes | No |
| 18490216 | GENERATING INFORMATION INTEGRITY INSTRUCTIONS USING A GENERATIVE MODEL | October 2023 | September 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18467875 | SYSTEM AND METHOD FOR GENERATING RECOMMENDATIONS WITH COLD STARTS | September 2023 | February 2024 | Allow | 5 | 1 | 0 | No | No |
| 18244483 | METHODS, SYSTEMS, AND MEDIA FOR PRESENTING CONTENT BASED ON A GENERIC RATING | September 2023 | February 2025 | Abandon | 17 | 2 | 0 | Yes | No |
| 18244042 | MULTI-SERVICE BUSINESS PLATFORM SYSTEM HAVING ENTITY RESOLUTION SYSTEMS AND METHODS | September 2023 | April 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18354257 | Systems and Methods for Cohort Analysis Using Compressed Data Objects Enabling Fast Memory Lookups | July 2023 | July 2024 | Allow | 12 | 1 | 0 | No | No |
| 18214323 | RECOMMENDED CONTENT SELECTION METHOD AND APPARATUS, DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT | June 2023 | June 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18336426 | RULE BASED HINT APPLICATION | June 2023 | August 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18336393 | COMPUTER-READABLE RECORDING MEDIUM STORING DATA SYNCHRONIZATION PROGRAM, DATA SYNCHRONIZATION METHOD, AND INFORMATION PROCESSING DEVICE | June 2023 | September 2024 | Abandon | 15 | 1 | 0 | No | No |
| 18336609 | COMPREHENSIVE SEARCHES USING SEMANTIC SEARCHES AND LEXICAL SEARCHES | June 2023 | February 2026 | Allow | 32 | 3 | 0 | Yes | No |
| 18331561 | COMBINATORIAL MATCHING TECHNIQUES FOR ELECTRONIC DATA MESSAGES | June 2023 | August 2025 | Allow | 27 | 2 | 0 | No | No |
| 18330455 | CACHING PRECOMPUTED BINOMIAL COEFFICIENT VALUES FOR QUERY EXECUTION | June 2023 | November 2024 | Allow | 17 | 1 | 0 | No | No |
| 18326950 | CONCURRENT TRANSACTIONS CONSISTENCY IN DATABASE SYSTEMS | May 2023 | August 2025 | Abandon | 27 | 2 | 0 | No | No |
| 18323790 | QUERY EXECUTION IN A DATA ANALYSIS SYSTEM | May 2023 | November 2025 | Allow | 30 | 3 | 0 | Yes | No |
| 18200762 | METHOD AND SYSTEM FOR LOCKING AND SHARING PAGES IN A DOCUMENT | May 2023 | November 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18197503 | CONCURRENT ACCESS AND TRANSACTIONS IN A DISTRIBUTED FILE SYSTEM | May 2023 | June 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18131768 | SYSTEMS AND METHODS FOR GENERATING CODES AND CODE BOOKS BASED USING COSINE PROXIMITY | April 2023 | April 2025 | Abandon | 25 | 3 | 0 | Yes | No |
| 18130799 | AUTOMATED GEOSPATIAL DATA ANALYSIS | April 2023 | May 2024 | Allow | 14 | 2 | 0 | Yes | No |
| 18127104 | SYSTEM AND METHOD FOR HYPER-PERSONALIZATION OF USER EXPERIENCE | March 2023 | October 2025 | Allow | 31 | 4 | 0 | Yes | No |
| 18127322 | INTERACTIVE IDENTIFICATION OF SIMILAR SQL QUERIES | March 2023 | September 2025 | Allow | 30 | 3 | 0 | Yes | No |
| 18126180 | SYSTEM FOR HAVING VIRTUAL CONVERSATIONS WITH DECEASED PEOPLE | March 2023 | August 2024 | Abandon | 17 | 1 | 0 | No | No |
| 18117091 | APPARATUS FOR GOAL GENERATION AND A METHOD FOR ITS USE | March 2023 | August 2024 | Abandon | 18 | 2 | 0 | Yes | No |
| 18110004 | FRAMEWORK FOR MULTI-INPUT, MULTI-OUTPUT GRAPH NEURAL NETWORKS FOR HETEROGENEOUS GRAPHS | February 2023 | October 2025 | Abandon | 32 | 1 | 0 | No | No |
| 18165489 | IDENTIFYING SIMILAR DOCUMENTS IN A FILE REPOSITORY USING UNIQUE DOCUMENT SIGNATURES | February 2023 | May 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18156166 | SYSTEMS AND METHODS FOR MAINTAINING RIGHTS MANAGEMENT WHILE LABELING DATA FOR ARTIFICIAL INTELLIGENCE MODEL DEVELOPMENT | January 2023 | April 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18094245 | PREDICTING TOPICS OF POTENTIAL RELEVANCE BASED ON RETRIEVED/CREATED DIGITAL MEDIA FILES | January 2023 | December 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 18092834 | DATA MIGRATION MANAGEMENT AND MIGRATION METRIC PREDICTION | January 2023 | January 2024 | Allow | 13 | 1 | 0 | No | No |
| 18146955 | DATA SYNCHRONIZATION METHOD AND APPARATUS | December 2022 | April 2025 | Allow | 28 | 3 | 0 | No | No |
| 18146256 | NETWORKED CLOUD SERVICE MONITORING | December 2022 | August 2023 | Allow | 8 | 1 | 0 | No | No |
| 18065340 | METHOD AND SYSTEM FOR OPTIMIZING ELECTRONIC MAP DATA AND DETERMINING REAL PROPERTY DEVELOPMENT YIELD | December 2022 | January 2024 | Abandon | 14 | 1 | 0 | No | No |
| 18078789 | MEDIA UNIT RETRIEVAL AND RELATED PROCESSES | December 2022 | October 2023 | Allow | 11 | 1 | 0 | No | No |
| 18078910 | MEDIA UNIT RETRIEVAL AND RELATED PROCESSES | December 2022 | November 2023 | Allow | 11 | 1 | 0 | No | No |
| 18063274 | ENHANCED SEARCH UTILITY | December 2022 | June 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18063605 | OBJECT CENTRIC PROCESS MINING ALGORITHM | December 2022 | November 2024 | Allow | 24 | 3 | 0 | No | No |
| 18063593 | RELEVANT CONTENT DOCUMENT COMPARISON | December 2022 | July 2024 | Allow | 19 | 1 | 0 | No | No |
| 18063484 | Computer-operative records having subject-related structure | December 2022 | August 2024 | Abandon | 20 | 1 | 0 | No | No |
| 18062972 | ON-DEMAND CODE EXECUTION WITH LAYERED DATA MANAGEMENT | December 2022 | June 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18062842 | OPTIMIZING PERFORMANCE OF COMPLEX TRANSACTIONS ACROSS DATABASES | December 2022 | September 2025 | Abandon | 33 | 4 | 0 | Yes | No |
| 18071898 | DYNAMIC MODELING USING PROFILES | November 2022 | November 2025 | Abandon | 35 | 4 | 0 | No | No |
| 18000302 | IMPROVED OPERATION OF A QUESTION-AND-ANSWER SERVICE PROVIDED TO A TELECOMMUNICATIONS TERMINAL VIA A TELECOMMUNICATIONS NETWORK | November 2022 | August 2024 | Abandon | 20 | 1 | 0 | No | No |
| 18059571 | STRUCTURED DATA IN A BUSINESS NETWORKING FEED | November 2022 | July 2023 | Allow | 8 | 6 | 0 | Yes | No |
| 18071395 | GRAPH GENERATION METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM | November 2022 | April 2024 | Allow | 17 | 1 | 0 | No | No |
| 17980487 | MACHINE LEARNING FOR DYNAMIC INFORMATION RETRIEVAL IN A COLD START SETTING | November 2022 | May 2024 | Abandon | 19 | 1 | 0 | No | No |
| 17980380 | DATA QUERY METHOD AND APPARATUS, DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | November 2022 | March 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 17980477 | ENTITY EXPLANATION IN DATA MANAGEMENT | November 2022 | March 2024 | Allow | 17 | 1 | 0 | No | No |
| 17970109 | REUSE OF REDUNDANT ASSETS WITH CLIENT QUERY | October 2022 | March 2024 | Allow | 17 | 1 | 0 | No | No |
| 17970200 | AUTOMATED CREATION OF OPTIMIZED PERSISTENT DATABASE VIEWS | October 2022 | September 2024 | Allow | 23 | 2 | 0 | No | No |
| 18048003 | SYSTEMS AND METHODS FOR INTERLEAVING RECOMMENDED MEDIA ITEMS IN A PLAYLIST | October 2022 | April 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17955749 | AUTONOMOUS MINING METHOD OF INDUSTRIAL BIG DATA BASED ON MODEL SETS | September 2022 | November 2023 | Allow | 13 | 2 | 0 | No | No |
| 17935238 | REAL TIME FAULT TOLERANT STATEFUL FEATURIZATION | September 2022 | July 2023 | Allow | 10 | 1 | 0 | No | No |
| 17943874 | SYSTEMS AND METHODS FOR INTERPRETING NATURAL LANGUAGE SEARCH QUERIES | September 2022 | February 2024 | Allow | 17 | 4 | 0 | No | No |
| 17940408 | BUILDING SYSTEM THAT MAPS POINTS INTO A GRAPH SCHEMA | September 2022 | May 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17939627 | TRANSACTION TAGS FOR ENHANCED SEARCHING | September 2022 | August 2025 | Allow | 35 | 3 | 0 | Yes | No |
| 17898230 | ARTIFICIAL CROWD INTELLIGENCE VIA NETWORKING RECOMMENDATION ENGINES | August 2022 | August 2023 | Allow | 12 | 1 | 0 | No | No |
| 17894483 | GATEWAY SYSTEM WITH CONTEXTUALIZED PROCESS PLANT KNOWLEDGE REPOSITORY | August 2022 | March 2026 | Allow | 42 | 6 | 0 | Yes | No |
| 17800006 | METHOD AND DEVICE FOR TAGGING INCIDENT DATA CAPTURED BY NON-PUBLIC-SAFETY AGENCY CONTROLLED CAMERAS | August 2022 | February 2024 | Allow | 18 | 1 | 0 | No | No |
| 17816189 | MACHINE LEARNING TECHNIQUES FOR GENERATING STRING-BASED DATABASE MAPPING PREDICTION | July 2022 | March 2024 | Allow | 19 | 1 | 0 | No | No |
| 17873919 | TECHNIQUES FOR CREATING AND UTILIZING MULTIDIMENSIONAL EMBEDDING SPACES | July 2022 | March 2024 | Allow | 20 | 3 | 0 | Yes | No |
| 17872706 | METHOD AND SYSTEM OF PERSONALIZED BLENDING FOR CONTENT RECOMMENDATION | July 2022 | September 2025 | Allow | 38 | 5 | 0 | No | No |
| 17872364 | APPARATUS FOR GOAL GENERATION AND A METHOD FOR ITS USE | July 2022 | November 2022 | Allow | 4 | 1 | 0 | Yes | No |
| 17869364 | DATA QUERY METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | July 2022 | May 2024 | Abandon | 22 | 1 | 0 | No | No |
| 17869328 | Dynamic Applicative Session Grouping | July 2022 | May 2025 | Allow | 34 | 5 | 0 | No | No |
| 17810318 | OPTIMIZATION OF APPLICATION OF TRANSACTIONAL INFORMATION FOR A HYBRID TRANSACTIONAL AND ANALYTICAL PROCESSING ARCHITECTURE | June 2022 | February 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17849444 | MULTI-MODEL ENRICHMENT MEMORY AND CATALOG FOR BETTER SEARCH RECALL WITH GRANULAR PROVENANCE AND LINEAGE | June 2022 | January 2024 | Allow | 19 | 1 | 0 | No | No |
| 17806211 | SYSTEMS AND METHODS FOR STREAMING CLASSIFICATION OF DISTRIBUTED LEDGER-BASED ACTIVITIES | June 2022 | March 2024 | Allow | 22 | 2 | 0 | No | No |
| 17805954 | ONBOARDING OF ENTITY DATA | June 2022 | May 2023 | Allow | 11 | 1 | 0 | No | No |
| 17830067 | DEEP REPRESENTATION MACHINE LEARNED MODEL FOR HETEROGENEOUS INFORMATION NETWORKS | June 2022 | January 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17664471 | IDENTIFYING SIMILAR DOCUMENTS IN A FILE REPOSITORY USING UNIQUE DOCUMENT SIGNATURES | May 2022 | November 2022 | Allow | 5 | 1 | 0 | Yes | No |
| 17740157 | AUTOMATED GEOSPATIAL DATA ANALYSIS | May 2022 | March 2023 | Allow | 11 | 1 | 0 | No | No |
| 17735107 | Artificial Intelligence, Machine Learning, and Predictive Analytics for Patent and Non-Patent Documents | May 2022 | May 2025 | Abandon | 37 | 2 | 0 | No | No |
| 17724646 | INTELLIGENT FILE SYSTEM CRAWLING FOR PROTECTION OPERATION | April 2022 | February 2025 | Abandon | 34 | 3 | 0 | No | No |
| 17722712 | METHODS, SYSTEMS, AND MEDIA FOR PRESENTING CONTENT BASED ON A GENERIC RATING | April 2022 | April 2023 | Allow | 12 | 1 | 0 | No | No |
| 17723418 | PHOTOGRAPHIC MEMORY | April 2022 | May 2023 | Allow | 13 | 1 | 0 | No | No |
| 17650256 | MANAGING DATA OBJECTS FOR GRAPH-BASED DATA STRUCTURES | February 2022 | April 2023 | Allow | 14 | 1 | 0 | No | No |
| 17649274 | HYBRID MODEL FOR DATA RECORD CLASSIFICATION | January 2022 | July 2023 | Allow | 18 | 1 | 0 | Yes | No |
| 17577729 | DYNAMIC HIERARCHICAL PLACEMENT OF CONSOLIDATED AND PLUGGABLE DATABASES IN AUTONOMOUS ENVIRONMENTS | January 2022 | February 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17575581 | Generating Visually Simplified Calculation Expressions Corresponding to User Manipulation of Textual Data Elements | January 2022 | August 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17567223 | SCHEMA-BASED SPATIAL PARTITIONING IN A TIME-SERIES DATABASE | January 2022 | June 2023 | Allow | 17 | 2 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ASPINWALL, EVAN S.
With a 25.0% 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, 28.6% 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 ASPINWALL, EVAN S works in Art Unit 2152 and has examined 440 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 ASPINWALL, EVAN S's allowance rate of 88.6% 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 ASPINWALL, EVAN S receive 1.48 office actions before reaching final disposition. This places the examiner in the 25% 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 ASPINWALL, EVAN S is 29 months. This places the examiner in the 63% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +13.8% benefit to allowance rate for applications examined by ASPINWALL, EVAN S. This interview benefit is in the 52% 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, 33.8% of applications are subsequently allowed. This success rate is in the 74% 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 40.8% of cases where such amendments are filed. This entry rate is in the 62% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.
When applicants request a pre-appeal conference (PAC) with this examiner, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 6% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.
This examiner withdraws rejections or reopens prosecution in 50.0% of appeals filed. This is in the 16% percentile among all examiners. Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.
When applicants file petitions regarding this examiner's actions, 37.5% are granted (fully or in part). This grant rate is in the 26% 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 0.0% of allowed cases (in the 11% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 11% 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.