Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19252808 | SYSTEMS AND METHODS FOR CONSERVING TOKEN USE WITH A LANGUAGE MODEL FOR CONTEXTUAL ENTITY SELECTION | June 2025 | January 2026 | Allow | 7 | 1 | 0 | Yes | No |
| 19195597 | SYNDICATED SEARCH WITH LARGE LANGUAGE MODELS FOR INTELLIGENT ENTERPRISE ONBOARDING | April 2025 | August 2025 | Allow | 4 | 1 | 0 | Yes | No |
| 18985660 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM | December 2024 | March 2026 | Allow | 15 | 1 | 0 | Yes | No |
| 18871041 | METHOD FOR FILTERING SEARCH RESULTS BASED ON SEARCH TERMS IN CONTEXT | December 2024 | August 2025 | Allow | 8 | 1 | 0 | No | No |
| 18933621 | APPARATUS AND METHOD FOR TRAINING A MACHINE LEARNING MODEL TO GENERATE A MATCH SCORE USING PROFILE DATA AND REFERENCE DATA | October 2024 | July 2025 | Allow | 9 | 2 | 0 | Yes | No |
| 18828853 | Data Processing System for Automatic Presetting of Controls in an Evaluation Operator Interface | September 2024 | November 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18730483 | TOPIC RECOMMENDATION METHOD, COMPUTER DEVICE, AND STORAGE MEDIUM | July 2024 | August 2025 | Allow | 13 | 1 | 0 | No | No |
| 18747670 | METHOD OF INCORPORATING BLOOM FILTER INTO COST-BASED BOTTOM-UP QUERY OPTIMIZATION AND COMPUTING DEVICE | June 2024 | June 2025 | Allow | 12 | 1 | 0 | No | No |
| 18675631 | Infrastructure-As-Code Validation With Language Models | May 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18606458 | CLASSIFYING DATA OBJECTS | March 2024 | March 2026 | Allow | 24 | 3 | 0 | No | No |
| 18601970 | Automatically separating claim into elements/limitations and automatically finding art for each element/limitation | March 2024 | April 2025 | Abandon | 13 | 1 | 0 | No | No |
| 18584273 | PARAMETERIZED STRUCTURED QUERY LANGUAGE VIEW SHARING | February 2024 | November 2025 | Allow | 21 | 0 | 0 | No | No |
| 18430223 | HYBRID MACHINE LEARNING MODEL TRAINING AND DEPLOYMENT TO MOBILE EDGE DEVICES | February 2024 | January 2025 | Allow | 12 | 1 | 0 | No | No |
| 18291902 | TEXT RECOMMENDATION METHOD AND APPARATUS, MODEL TRAINING METHOD AND APPARATUS, AND READABLE STORAGE MEDIUM | January 2024 | January 2026 | Allow | 23 | 1 | 0 | No | No |
| 18419871 | PAUSING GARBAGE COLLECTION DURING A SEQUENTIAL UNMAPPING PROCESS | January 2024 | November 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18418257 | DISTRIBUTED DATABASE CONFIGURATION | January 2024 | June 2025 | Allow | 17 | 2 | 0 | No | No |
| 18416957 | Value-Directed Parsing for Data Extraction | January 2024 | December 2025 | Allow | 23 | 3 | 0 | No | No |
| 18416565 | Systems and Methods for Identifying Interests Based on Social Media Activity | January 2024 | September 2025 | Allow | 20 | 3 | 0 | Yes | No |
| 18411023 | JUST-IN-TIME SYNTHETIC COMPUTATIONS ON TIME-SERIES DATA USING A METRICS APPROACH | January 2024 | July 2025 | Allow | 18 | 1 | 0 | No | No |
| 18407512 | SYSTEM AND METHOD FOR CONTROLLING ACCESS TO SECURE DATA RECORDS IN A WEB BROWSING SESSION | January 2024 | April 2025 | Allow | 15 | 2 | 0 | Yes | No |
| 18404714 | SYSTEMS AND TECHNIQUES FOR ANALYZING RESOURCE USAGE BY APPLICATIONS OF AN ELECTRONIC DEVICE | January 2024 | September 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18399073 | Query Refinement Using Optical Character Recognition | December 2023 | September 2025 | Allow | 21 | 1 | 0 | No | No |
| 18545020 | MACHINE-LEARNING-AUTOMATED RECOGNITION AND LABELLING OF COLUMNAR DATA | December 2023 | November 2025 | Allow | 23 | 1 | 0 | No | No |
| 18542481 | GENERATIVE ARTIFICIAL INTELLIGENCE ENTERPRISE SEARCH | December 2023 | January 2025 | Allow | 13 | 2 | 1 | Yes | No |
| 18567717 | ERROR-BOUNDED APPROXIMATE TIME SERIES JOIN USING COMPACT DICTIONARY REPRESENTATION OF TIME SERIES | December 2023 | May 2025 | Allow | 17 | 2 | 0 | Yes | No |
| 18512880 | DATA ENRICHMENT SYSTEMS AND METHODS FOR ABBREVIATED DOMAIN NAME CLASSIFICATION | November 2023 | October 2024 | Allow | 11 | 1 | 0 | No | No |
| 18389180 | SYSTEM FOR PROVIDING TRACKING DATA | November 2023 | May 2025 | Allow | 18 | 2 | 0 | No | No |
| 18492456 | QUERY OPTIMIZATION METHODS, APPARATUSES, AND SYSTEMS FOR SECURE MULTI-PARTY DATABASE | October 2023 | November 2024 | Allow | 13 | 1 | 0 | No | No |
| 18487640 | MULTI-STEP QUERY EXECUTION IN SQL SERVER | October 2023 | February 2025 | Allow | 16 | 2 | 0 | No | No |
| 18481504 | DATA ATTRIBUTE RETRIEVAL | October 2023 | March 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18475725 | KEY-VALUE STORE AND FILE SYSTEM | September 2023 | September 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18473016 | LEGAL DOCUMENT EXTRACTION FOR LEGAL MATTER PROGRESS MANAGEMENT SYSTEMS AND METHODS | September 2023 | November 2024 | Abandon | 13 | 1 | 0 | No | No |
| 18462247 | HIERARCHICAL TAGGING FOR PERSONALIZED MATCHING | September 2023 | February 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18238135 | MACHINE-LEARNING-AUTOMATED RECOGNITION AND LABELLING OF COLUMNAR DATA | August 2023 | September 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18452980 | ADAPTIVE COMPRESSION/DECOMPRESSION IN DISTRIBUTED DATABASE APPLICATION | August 2023 | July 2025 | Allow | 23 | 3 | 0 | Yes | No |
| 18235465 | CATALOG-BASED DATA INHERITANCE DETERMINATION | August 2023 | July 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18447586 | CLUSTER GENERATION APPARATUS, CLUSTER GENERATION METHOD | August 2023 | April 2025 | Abandon | 20 | 2 | 0 | No | No |
| 18446666 | CHAINING OF DOMAIN SPECIFIC LANGUAGE-BASED QUERIES | August 2023 | March 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18446878 | Method for Processing Dialog Data, Apparatus, System, and Storage Medium | August 2023 | April 2025 | Abandon | 20 | 2 | 0 | No | No |
| 18230924 | APPARATUS AND METHOD OF PERFORMANCE MATCHING | August 2023 | September 2024 | Abandon | 14 | 1 | 0 | No | No |
| 18361450 | USING FRAMES FOR ACTION DIALOGS | July 2023 | February 2026 | Allow | 30 | 4 | 0 | Yes | No |
| 18224963 | METHODS AND SYSTEMS FOR PRIORITIZING DIGITAL MEDIA CONTENT WITHIN A DIGITAL MEDIA CONTENT GALLERY | July 2023 | February 2026 | Allow | 31 | 2 | 0 | No | No |
| 18259186 | EVALUATION SUPPORT PROGRAM, EVALUATION SUPPORT METHOD, AND EVALUATION SUPPORT DEVICE | June 2023 | February 2026 | Allow | 31 | 4 | 0 | Yes | No |
| 18338219 | Scalable Low-Loss Disaster Recovery for Data Stores | June 2023 | May 2024 | Allow | 11 | 1 | 0 | No | No |
| 18335221 | Intelligently Identifying and Grouping Relevant Files and Providing an Event Representation for Files | June 2023 | October 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18334424 | CAPTURING RELATIVE IMPORTANCE OF RELATIONAL ENTITIES FOR EMBEDDING | June 2023 | August 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18326947 | DETECTION AND REMOVAL OF PREDEFINED SENSITIVE INFORMATION TYPES FROM ELECTRONIC DOCUMENTS | May 2023 | March 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18314583 | Data Processing System for Automatic Presetting of Controls in an Evaluation Operator Interface | May 2023 | June 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18139807 | SYSTEM PROVIDING FOR USER INITIATED PLATFORM OPERATIONS ON A NETWORK-BASED PUBLIC ACCESS FILE DATABASE | April 2023 | April 2025 | Allow | 24 | 1 | 0 | No | No |
| 18137963 | SYSTEM AND METHOD FOR AUTOMATICALLY ENRICHING DATASETS WITH SYSTEM KNOWLEDGE DATA | April 2023 | April 2025 | Allow | 24 | 3 | 0 | No | No |
| 18033038 | SEARCH DEVICE, SEARCH METHOD, AND RECORDING MEDIUM | April 2023 | September 2024 | Abandon | 17 | 1 | 0 | No | No |
| 18134913 | SYSTEMS AND/OR METHODS FOR REINFORCED DATA CLEANING AND LEARNING IN MACHINE LEARNING INCLUSIVE COMPUTING ENVIRONMENTS | April 2023 | January 2025 | Allow | 21 | 2 | 0 | No | No |
| 18128620 | ELECTRONIC DEVICE AND STORAGE MANAGEMENT METHOD USING SAME | March 2023 | December 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 18191641 | KEY-VALUE INFORMATION EXTRACTION FROM UNSTRUCTURED DATA | March 2023 | April 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18172356 | FINE-GRAINED VISUAL CONTENT SEARCH PLATFORM | February 2023 | June 2025 | Allow | 27 | 1 | 0 | No | No |
| 18006715 | METHOD FOR DISPLAYING INFORMATION, METHOD FOR SEARCHING FOR INFORMATION AND APPARATUS | January 2023 | September 2025 | Allow | 32 | 2 | 0 | No | No |
| 18004635 | File Opening Method and Device | January 2023 | May 2025 | Allow | 28 | 3 | 0 | Yes | No |
| 18091877 | PEROVSKITE SYNTHESIZABILITY PREDICTION METHOD USING GRAPH CONVOLUTIONAL NEURAL NETWORKS AND POSITIVE UNLABELED LEARNING | December 2022 | March 2026 | Abandon | 39 | 1 | 0 | No | No |
| 18090453 | DISTRIBUTED DATABASE CONFIGURATION | December 2022 | October 2023 | Allow | 9 | 1 | 0 | Yes | No |
| 18003466 | ON-BOARD DATA STORAGE METHOD AND SYSTEM | December 2022 | July 2024 | Allow | 19 | 1 | 0 | No | No |
| 18012623 | CHECKING SQL ASSERTIONS | December 2022 | March 2026 | Allow | 38 | 2 | 0 | Yes | No |
| 18084536 | GIS INFORMATION RETRIEVAL METHOD USING DYNAMIC K-NEAREST NEIGHBOR SEARCH ALGORITHM IN AN OBSTACLE ENVIRONMENT | December 2022 | May 2024 | Abandon | 17 | 1 | 0 | No | No |
| 18083886 | AERIAL IMAGE GEO-REGISTRATION VIA AERONAUTICAL DATABASE CONTENT AS GROUND CONTROL POINTS | December 2022 | March 2024 | Allow | 15 | 1 | 0 | No | No |
| 18084239 | RANKING SYSTEMS AND METHODS USING A DYNAMIC BAYESIAN NETWORK EXPOSURE MODEL | December 2022 | October 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 18083839 | APPLICATION INFRASTRUCTURE FOR MAINTAINING PRODUCTION AND NON-PRODUCTION ENVIRONMENTS USING A SEGREGATED SCHEMA | December 2022 | March 2025 | Allow | 27 | 1 | 1 | No | No |
| 18080060 | SYSTEM AND METHOD FOR VALUE BASED REGION SEARCHING AND ASSOCIATED SEARCH OPERATORS | December 2022 | March 2025 | Allow | 27 | 3 | 0 | Yes | No |
| 18072628 | SYSTEM AND METHOD OF TOKENIZING PATENTS | November 2022 | February 2024 | Abandon | 15 | 1 | 0 | No | No |
| 18059891 | SYSTEM AND METHOD FOR MANAGED DATA SERVICES ON CLOUD PLATFORMS | November 2022 | January 2025 | Abandon | 26 | 2 | 0 | No | No |
| 18070123 | SYSTEMS AND PROCESSES FOR ADAPTIVE QUERY EXECUTION OPTMIZATION | November 2022 | August 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 18058002 | ADAPTIVE ONTOLOGY DRIVEN DIMENSIONS ACQUISITION, AUTOMATED SCHEMA CREATION, AND ENRICHED DATA IN TIME SERIES DATABASES | November 2022 | August 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 17985043 | SYSTEM AND METHOD FOR RECOMMENDING BACKGROUND MUSIC FOR BOOKS USING MACHINE LEARNING MODELS | November 2022 | February 2025 | Allow | 28 | 1 | 0 | No | No |
| 17984024 | MACHINE LEARNING SYSTEM FOR FORECASTING CUSTOMER DEMAND | November 2022 | November 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 17923705 | IMAGE SELECTION APPARATUS, IMAGE SELECTION METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM | November 2022 | August 2024 | Allow | 22 | 2 | 0 | No | No |
| 17977881 | METHOD AND APPARATUS FOR PROCESSING GRAPH DATA, DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT | October 2022 | December 2025 | Allow | 38 | 3 | 0 | Yes | No |
| 17975674 | Optimization of Database Write Operations By Combining and Parallelizing Operations Based on a Hash Value of Primary Keys | October 2022 | January 2024 | Allow | 14 | 2 | 0 | No | No |
| 17974347 | DATASET LIFECYCLE MANAGEMENT SYSTEM FOR CONTENT-BASED DATA PROTECTION | October 2022 | October 2025 | Abandon | 36 | 4 | 0 | No | No |
| 17974026 | BLOCKCHAIN-BASED HIGH-SPEED DATA PROCESSING DEVICE AND METHOD THEREOF | October 2022 | January 2024 | Allow | 15 | 1 | 0 | No | No |
| 17966036 | OUTER SEMI JOIN FOR DISJUNCTIVE SUBQUERY UNNESTING | October 2022 | September 2024 | Allow | 23 | 2 | 0 | No | No |
| 17960365 | INDEX-BASED MODIFICATION OF A QUERY | October 2022 | August 2025 | Allow | 35 | 4 | 0 | Yes | No |
| 17960515 | MAINTAINING AND UPDATING A BACKUP VIEW OF AN APPLICATION AND ITS ASSOCIATED OBJECTS | October 2022 | November 2024 | Allow | 25 | 3 | 0 | Yes | No |
| 17953220 | SYSTEMS AND METHODS FOR AUTO DISCOVERY OF FILTERS AND PROCESSING ELECTRONIC ACTIVITIES USING THE SAME | September 2022 | October 2023 | Allow | 12 | 1 | 0 | No | No |
| 17934215 | ARTIFICIAL INTELLIGENCE (AI)-BASED SYSTEM AND METHOD FOR PREDICTING PHYSICAL AND CHEMICAL PROPERTIES OF ECO-FRIENDLY MATERIALS | September 2022 | January 2026 | Abandon | 40 | 1 | 0 | No | No |
| 17947971 | DEEP NAVIGATION VIA A MULTIMODAL VECTOR MODEL | September 2022 | June 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 17940987 | INSTANT SEARCH RESULTS | September 2022 | January 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 17897256 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER-READABLE RECORDING MEDIUM STORING PROGRAM | August 2022 | June 2024 | Abandon | 21 | 1 | 0 | No | No |
| 17885835 | SYSTEM AND METHOD FOR GENERATING A NATURAL LANGUAGE ANSWER FOR ONE OR MORE USER QUERIES | August 2022 | March 2024 | Abandon | 19 | 1 | 0 | No | No |
| 17885548 | METHOD FOR CONTROL, BACKUP SYSTEM, AND CONTROL DEVICE | August 2022 | September 2025 | Abandon | 37 | 4 | 0 | Yes | No |
| 17818971 | HIGH-PERFORMANCE STATISTICS | August 2022 | August 2023 | Allow | 12 | 1 | 0 | No | No |
| 17885444 | ELECTRONIC DEVICE AND METHOD FOR OPERATING CONTENT USING SAME | August 2022 | October 2024 | Allow | 27 | 3 | 0 | Yes | No |
| 17814463 | PROXY-BASED DATABASE SCALING | July 2022 | October 2024 | Allow | 27 | 3 | 0 | No | No |
| 17867890 | ASSIGNING DEVICE | July 2022 | April 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17863623 | SYSTEMS AND METHODS FOR MANAGING A DATABASE STORING CLAUSES | July 2022 | February 2025 | Allow | 32 | 3 | 0 | Yes | No |
| 17790297 | INFERENCE DEVICE, DRIVING ASSISTANCE DEVICE, INFERENCE METHOD, AND SERVER | June 2022 | November 2025 | Abandon | 41 | 1 | 0 | No | No |
| 17829890 | UNSUPERVISED CLUSTERING | June 2022 | January 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17780811 | DATA MANAGEMENT SYSTEM, MANAGEMENT METHOD, AND STORAGE MEDIUM | May 2022 | November 2024 | Abandon | 30 | 1 | 0 | No | No |
| 17663711 | LOW-RESOURCE EVENT UNDERSTANDING | May 2022 | January 2025 | Allow | 32 | 2 | 0 | Yes | No |
| 17773222 | System and Method for Blockchain Based Backup and Recovery | April 2022 | September 2024 | Abandon | 29 | 0 | 1 | No | No |
| 17771969 | QUANTIZATION METHOD AND DEVICE FOR NEURAL NETWORK MODEL, AND COMPUTER-READABLE STORAGE MEDIUM | April 2022 | March 2026 | Allow | 46 | 2 | 0 | No | No |
| 17694987 | BIAS QUOTIENT MEASUREMENT AND DEBIASING FOR RECOMMENDATION ENGINES | March 2022 | December 2023 | Allow | 21 | 2 | 0 | No | No |
| 17695088 | APPARATUS AND METHOD OF PERFORMANCE MATCHING | March 2022 | April 2023 | Allow | 13 | 3 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SHANMUGASUNDARAM, KANNAN.
With a 33.3% 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, 17.4% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
✓ 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 SHANMUGASUNDARAM, KANNAN works in Art Unit 2168 and has examined 164 patent applications in our dataset. With an allowance rate of 85.4%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 39 months.
Examiner SHANMUGASUNDARAM, KANNAN's allowance rate of 85.4% places them in the 62% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by SHANMUGASUNDARAM, KANNAN receive 3.23 office actions before reaching final disposition. This places the examiner in the 91% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by SHANMUGASUNDARAM, KANNAN is 39 months. This places the examiner in the 26% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +17.6% benefit to allowance rate for applications examined by SHANMUGASUNDARAM, KANNAN. This interview benefit is in the 59% 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, 23.1% of applications are subsequently allowed. This success rate is in the 31% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 27.9% of cases where such amendments are filed. This entry rate is in the 39% 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, 111.1% 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 53.8% of appeals filed. This is in the 25% percentile among all examiners. Of these withdrawals, 50.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). 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, 10.5% are granted (fully or in part). This grant rate is in the 8% 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 4.9% of allowed cases (in the 85% 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 0.0% of allowed cases (in the 13% 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.