Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18867523 | DIFFERENTIAL FILE RESTORATION METHOD AND ELECTRONIC DEVICE | November 2024 | February 2026 | Allow | 14 | 1 | 0 | Yes | No |
| 18642456 | EFFICIENT DATA INDEXING ACROSS MULTIPLE ONTOLOGY-BASED DATABASES | April 2024 | February 2026 | Allow | 21 | 2 | 0 | Yes | Yes |
| 18624175 | SYSTEMS AND METHODS FOR CONSOLIDATING APPLICATIONS USED IN AN ORGANIZATION | April 2024 | July 2025 | Abandon | 16 | 2 | 0 | No | No |
| 18602259 | METHODS AND SYSTEMS FOR PLAYING BACK INDEXED CONVERSATIONS BASED ON THE PRESENCE OF OTHER PEOPLE | March 2024 | February 2026 | Allow | 23 | 2 | 0 | Yes | No |
| 18594649 | WHAT IF SCENARIO PLANNING – SETUP | March 2024 | February 2026 | Allow | 23 | 2 | 0 | Yes | No |
| 18413735 | CLOUDCACHE IMPLEMENTATION FOR AN OBJECT STORAGE-BASED FILE SYSTEM | January 2024 | June 2025 | Allow | 17 | 1 | 0 | No | No |
| 18527704 | DATA PROCESSING METHOD AND APPARATUS BASED ON BLOCKCHAIN, DEVICE, AND MEDIUM | December 2023 | January 2026 | Allow | 26 | 2 | 0 | Yes | No |
| 18388678 | SYSTEMS AND METHODS FOR FACILITATING ENHANCEMENTS TO RELATED ELECTRONIC SEARCHES COORDINATED FOR A GROUP OF USERS | November 2023 | June 2025 | Allow | 19 | 1 | 0 | No | No |
| 18502305 | PREDICTING PURGE EFFECTS IN HIERARCHICAL DATA ENVIRONMENTS | November 2023 | February 2026 | Allow | 27 | 2 | 0 | Yes | No |
| 18375978 | Systems And Methods Of Performing Searches Within A Text Input Application | October 2023 | February 2026 | Abandon | 29 | 2 | 0 | No | No |
| 18456099 | DATABASE WRITEBACK USING AN INTERMEDIARY STATEMENT GENERATOR | August 2023 | December 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 18219483 | SECURITY APPROACH FOR ASSET MANAGEMENT | July 2023 | March 2026 | Allow | 32 | 2 | 0 | Yes | No |
| 18304865 | PERMISSIONS MANAGEMENT FOR QUERIES IN A GRAPH | April 2023 | January 2026 | Allow | 33 | 2 | 0 | Yes | No |
| 18136516 | METHOD AND APPARATUS FOR SPATIAL DATA PROCESSING | April 2023 | August 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 18136577 | MAPPING DISPARATE DATASETS | April 2023 | September 2025 | Allow | 29 | 2 | 0 | Yes | No |
| 18248042 | METHOD AND DEVICE FOR EXTRACTING FEATURE VALUE OF TIME SERIES DATA | April 2023 | July 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 18126850 | GRAPH-BASED QUERY ENGINE FOR AN EXTENSIBILITY PLATFORM | March 2023 | September 2025 | Allow | 30 | 2 | 0 | Yes | No |
| 18179015 | PREDICTING DATA AVAILABILITY AND SCHEDULING DATA PULLS | March 2023 | December 2024 | Allow | 22 | 2 | 0 | Yes | No |
| 18170232 | EDITING DATA-WAREHOUSE TABLES USING MANAGED INPUT TABLES | February 2023 | September 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 18095435 | System and Method for a Computing Environment for Verifiable Execution of Data-Driven Contracts | January 2023 | June 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18151401 | DATABASE RECOVERY TIME OBJECTIVE OPTIMIZATION WITH SYNTHETIC SNAPSHOTS | January 2023 | May 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 18072242 | REDUCING LATENCY OF DIGITAL CONTENT DELIVERY OVER A NETWORK | November 2022 | October 2024 | Allow | 22 | 2 | 0 | Yes | Yes |
| 18049709 | FAR-EDGE INTENSIVE PROCESSING FOR SO-MAPS | October 2022 | February 2026 | Allow | 39 | 2 | 0 | Yes | No |
| 17943291 | GENERATING A PRODUCT-SERVICE QUERY RESPONSE UTILIZING A KNOWLEDGE DATABASE | September 2022 | April 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 17887417 | SYSTEM AND METHOD FOR ELECTRONIC DOCUMENT PARSING | August 2022 | November 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17853680 | RULE ENGINE IMPLEMENTING A RULE GRAPH FOR RECORD MATCHING | June 2022 | December 2023 | Allow | 18 | 2 | 0 | Yes | No |
| 17847833 | GRAPH WORKSPACE FOR HETEROGENEOUS GRAPH DATA | June 2022 | August 2024 | Allow | 25 | 2 | 0 | Yes | No |
| 17837818 | Data Management Ecosystem for Databases | June 2022 | September 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17826099 | CONTINUOUS BUILDS OF DERIVED DATASETS IN RESPONSE TO OTHER DATASET UPDATES | May 2022 | November 2024 | Allow | 29 | 2 | 0 | Yes | No |
| 17750667 | MULTI-CHUNK RELATIONSHIP EXTRACTION AND MAXIMIZATION OF QUERY ANSWER COHERENCE | May 2022 | September 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17746948 | REPLICATING AND MIGRATING FILES TO SECONDARY STORAGE SITES | May 2022 | December 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17661162 | DATABASE PROCESSING USING HYBRID KEY-VALUE TABLES | April 2022 | October 2024 | Allow | 30 | 2 | 0 | Yes | No |
| 17727360 | FAST TABLE SEARCH FOR VISUALIZATION OF COMPLEX HIERARCHY DATA | April 2022 | September 2024 | Allow | 29 | 2 | 0 | Yes | No |
| 17722902 | CONTENT BASED LOG RETRIEVAL BY USING EMBEDDING FEATURE EXTRACTION | April 2022 | December 2023 | Allow | 20 | 2 | 0 | Yes | No |
| 17721911 | Systems and Methods for Entity Interestingness-Based Retention and Removal | April 2022 | July 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17677968 | EDITING AND UPDATING DATABASE TABLES ON A CLOUD-BASED DATA WAREHOUSE | February 2022 | September 2025 | Allow | 42 | 4 | 0 | Yes | Yes |
| 17676467 | SYSTEM FOR DATA AGGREGATION FROM AT LEAST ONE SOURCE FOR USE IN DATA ANALYSIS | February 2022 | September 2025 | Allow | 42 | 2 | 0 | Yes | No |
| 17589760 | CORRELATING DIFFERENT TYPES OF DATA OF A DISTRIBUTED LEDGER SYSTEM | January 2022 | July 2025 | Allow | 41 | 3 | 0 | Yes | No |
| 17584197 | Data Visualization User Interface with Seamless Online and Offline User Interaction | January 2022 | January 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17555117 | REAL-TIME CRAWLING | December 2021 | March 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17555316 | FAST NEURAL RANKING ON BIPARTITE GRAPH INDICES | December 2021 | March 2024 | Allow | 27 | 2 | 1 | Yes | No |
| 17545727 | VISUALIZATION OF COMPLEX HIERARCHY DATA WITH INTERACTIVE ADJUSTMENTS | December 2021 | February 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17542412 | RANKING ENTITY SEARCH RESULTS BASED ON INFORMATION DENSITY | December 2021 | May 2024 | Allow | 29 | 2 | 0 | Yes | No |
| 17505141 | Tenant Identification for Cache Keys | October 2021 | May 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17450971 | INFORMATION PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | October 2021 | April 2024 | Abandon | 30 | 2 | 0 | Yes | No |
| 17491293 | VERIFYING PERFORMANCE OF DIFFERENT REPLICATION TECHNIQUES FOR DATA SET PROJECTIONS | September 2021 | September 2025 | Allow | 47 | 4 | 0 | Yes | No |
| 17447898 | INTERACTIVE QUERY BY EXAMPLE EXPERT SYSTEM FOR AUTONOMOUS DATA PROTECTION | September 2021 | April 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17475204 | EXTENSIBLE DATA OBJECTS FOR USE IN MACHINE LEARNING MODELS | September 2021 | August 2024 | Allow | 35 | 2 | 0 | Yes | No |
| 17447521 | SYSTEMS AND METHODS FOR INTERACTIVE ANALYSIS | September 2021 | August 2025 | Allow | 47 | 4 | 0 | Yes | No |
| 17463591 | METHOD AND SYSTEM FOR GENERATING ANNOTATIONS AND FIELD-NAMES FOR RELATIONAL SCHEMA | September 2021 | November 2023 | Allow | 26 | 1 | 0 | Yes | No |
| 17393969 | Electronic Apparatus for Processing Information for Providing Page and Method Thereof | August 2021 | January 2024 | Allow | 30 | 2 | 0 | Yes | No |
| 17418767 | GATEWAY AND METHOD FOR TRANSFORMING A DESCRIPTION OF AN INDUSTRIAL PROCESS EQUIPMENT INTO A DATA INFORMATION MODEL | June 2021 | June 2025 | Allow | 48 | 2 | 0 | Yes | No |
| 17299485 | ULTRAVIOLET PROTECTION FACTOR CALCULATING APPARATUS AND ULTRAVIOLET PROTECTION FACTOR CALCULATING METHOD | June 2021 | February 2026 | Abandon | 57 | 2 | 0 | No | No |
| 17336540 | EVALUATION OF PROGRAMMABLE CONDITIONS APPLICABLE TO AN OPERATION | June 2021 | September 2024 | Allow | 40 | 2 | 0 | Yes | No |
| 17298253 | SYSTEM FOR ORGANIZING DOCUMENT DATA | May 2021 | June 2023 | Allow | 25 | 2 | 0 | Yes | No |
| 17329854 | SYSTEMS AND METHODS FOR UPDATING EMAIL ADDRESSES BASED ON EMAIL GENERATION PATTERNS | May 2021 | October 2024 | Allow | 40 | 2 | 0 | Yes | No |
| 17246293 | METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR PROCESSING DATA | April 2021 | April 2023 | Allow | 24 | 2 | 0 | Yes | No |
| 17283986 | METHOD FOR MANAGING DATA OF DIGITAL DOCUMENTS | April 2021 | June 2024 | Abandon | 38 | 4 | 0 | No | No |
| 17163000 | SHARED KEY PREFIX VALUES ACROSS OBJECTS | January 2021 | March 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17140721 | CONTENT KEYWORD IDENTIFICATION | January 2021 | July 2024 | Allow | 42 | 2 | 0 | Yes | No |
| 17136823 | REPRESENTATION OF A DATA ANALYSIS USING A FLOW GRAPH | December 2020 | June 2024 | Allow | 41 | 2 | 0 | Yes | No |
| 17129245 | EMOTION OBJECT TRACKING SYSTEMS AND METHODS | December 2020 | June 2024 | Allow | 42 | 2 | 0 | Yes | No |
| 17103164 | GENERATING WORKFLOW, REPORT, INTERFACE, CONVERSION, ENHANCEMENT, AND FORMS (WRICEF) OBJECTS FOR ENTERPRISE SOFTWARE | November 2020 | January 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17098170 | SYSTEMS AND METHODS FOR TRIE-BASED AUTOMATED DISCOVERY OF PATTERNS IN COMPUTER LOGS | November 2020 | March 2024 | Allow | 40 | 2 | 0 | Yes | No |
| 17093617 | SYSTEM AND METHODS FOR PERFORMING UPDATED QUERY REQUESTS IN A SYSTEM OF MULTIPLE DATABASE ENGINE | November 2020 | February 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17088511 | TOPOLOGICAL DATA ANALYSIS OF DATA FROM A FACT TABLE AND RELATED DIMENSION TABLES | November 2020 | March 2024 | Allow | 40 | 2 | 0 | Yes | No |
| 17080374 | DATABASE WRITEBACK USING AN INTERMEDIARY STATEMENT GENERATOR | October 2020 | June 2023 | Allow | 31 | 2 | 0 | Yes | No |
| 17072615 | LEARNED DATA ONTOLOGY USING WORD EMBEDDINGS FROM MULTIPLE DATASETS | October 2020 | February 2023 | Allow | 28 | 2 | 0 | Yes | No |
| 17070703 | UNIVERSAL AUTOMATIC DATA UPDATE DETECTION AND PUBLICATION | October 2020 | January 2024 | Allow | 39 | 2 | 0 | Yes | No |
| 17062774 | METHODS AND SYSTEMS FOR PREDICTIVE CLINICAL PLANNING AND DESIGN | October 2020 | November 2023 | Allow | 37 | 2 | 0 | Yes | No |
| 17031266 | METHODS AND SYSTEMS FOR PLAYING BACK INDEXED CONVERSATIONS BASED ON THE PRESENCE OF OTHER PEOPLE | September 2020 | December 2023 | Allow | 38 | 2 | 0 | Yes | No |
| 17021615 | Master Data Mapping Scheme Permitting Querying | September 2020 | November 2022 | Allow | 26 | 2 | 0 | Yes | No |
| 17017270 | ASSOCIATING SEARCH RESULTS, FOR A CURRENT QUERY, WITH A RECENTLY EXECUTED PRIOR QUERY | September 2020 | November 2022 | Allow | 26 | 1 | 0 | Yes | No |
| 17014967 | DATA PROCESSING METHOD AND APPARATUS, STORAGE MEDIUM AND ELECTRONIC DEVICE | September 2020 | February 2023 | Allow | 30 | 2 | 0 | Yes | No |
| 16989575 | SYSTEM, METHOD, AND COMPUTER PROGRAM FOR PRESENTING TREE DATA STRUCTURES IN TABLES | August 2020 | December 2023 | Allow | 40 | 4 | 0 | Yes | No |
| 16929365 | DATA PROCESSING METHOD, APPARATUS, AND DEVICE | July 2020 | July 2024 | Allow | 48 | 2 | 0 | Yes | No |
| 16929194 | MULTIMODAL TABLE ENCODING FOR INFORMATION RETRIEVAL SYSTEMS | July 2020 | March 2023 | Allow | 32 | 2 | 0 | Yes | Yes |
| 16922921 | TECHNIQUES FOR EFFICIENT MIGRATION OF KEY-VALUE DATA | July 2020 | April 2024 | Allow | 45 | 4 | 0 | Yes | Yes |
| 16920106 | MANAGING INFORMATION ABOUT DOCUMENT-RELATED ACTIVITIES | July 2020 | February 2025 | Allow | 56 | 4 | 0 | Yes | No |
| 16919272 | IN-MEMORY DATA STRUCTURE FOR DATA ACCESS | July 2020 | December 2022 | Allow | 29 | 2 | 0 | Yes | No |
| 16917192 | Leveraging Interlinking Between Information Resources to Determine Shared Knowledge | June 2020 | June 2024 | Allow | 48 | 4 | 0 | Yes | No |
| 16903688 | ESTABLISHING DISTRIBUTED CONSENSUS VIA ALTERNATE VOTING STRATEGIES IN A DISPERSED STORAGE NETWORK | June 2020 | October 2024 | Allow | 52 | 4 | 0 | Yes | Yes |
| 16892294 | DOCUMENT MANAGEMENT APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING DOCUMENT MANAGEMENT PROGRAM | June 2020 | February 2024 | Abandon | 44 | 2 | 0 | No | No |
| 16875773 | Query System | May 2020 | June 2023 | Allow | 37 | 2 | 0 | Yes | No |
| 16860007 | System and Method for Re-Synchronizing a Portion of or an Entire Source Database and a Target Database | April 2020 | September 2021 | Allow | 17 | 2 | 0 | Yes | No |
| 16791654 | KNOWLEDGE-DRIVEN AUTOMATED SCIENTIFIC MODEL EXTRACTION, EXPLANATIONS, AND HYPOTHESIS GENERATION | February 2020 | November 2022 | Abandon | 33 | 1 | 0 | No | No |
| 16776439 | SYSTEM FOR APPLYING NATURAL LANGUAGE PROCESSING AND INPUTS OF A GROUP OF USERS TO INFER COMMONLY DESIRED SEARCH RESULTS | January 2020 | September 2023 | Allow | 44 | 2 | 0 | No | No |
| 16751406 | PIPELINED HASH TABLE WITH REDUCED COLLISIONS | January 2020 | June 2022 | Abandon | 29 | 1 | 0 | No | No |
| 16746066 | MERGING FEATURE SUBSETS USING GRAPHICAL REPRESENTATION | January 2020 | October 2022 | Allow | 33 | 2 | 0 | Yes | No |
| 16741027 | MAINTAINING A RELATIONSHIP BETWEEN TWO DIFFERENT ITEMS OF DATA | January 2020 | May 2022 | Abandon | 28 | 1 | 0 | No | No |
| 16729995 | PROGRAMMATIC DETERMINATIONS USING DECISION TREES GENERATED FROM RELATIONAL DATABASE ENTRIES | December 2019 | July 2023 | Allow | 42 | 2 | 0 | Yes | No |
| 16726008 | SYSTEMS AND METHODS FOR MANAGING MEDICAL DATA USING RELATIONSHIP BUILDING | December 2019 | March 2023 | Allow | 39 | 2 | 0 | Yes | No |
| 16715296 | SYSTEM AND METHOD FOR MODIFYING VARIOUS TYPES OF ASSETS | December 2019 | May 2023 | Allow | 41 | 3 | 0 | Yes | No |
| 16689066 | AUTONOMIC CACHING FOR IN MEMORY DATA GRID QUERY PROCESSING | November 2019 | October 2022 | Allow | 35 | 2 | 0 | Yes | No |
| 16668252 | RANKING IMAGE SOURCES FOR TRANSFER LEARNING | October 2019 | March 2025 | Allow | 60 | 6 | 0 | Yes | Yes |
| 16546552 | MICRO-LOCATION BASED PHOTOGRAPH METADATA | August 2019 | September 2022 | Allow | 37 | 2 | 0 | Yes | No |
| 16437312 | SYSTEMS AND METHODS OF PERFORMING SEARCHES WITHIN A TEXT INPUT APPLICATION | June 2019 | May 2023 | Allow | 47 | 2 | 0 | Yes | No |
| 16435711 | MANAGEMENT OF A DATABASE SYSTEM | June 2019 | June 2021 | Allow | 24 | 1 | 0 | Yes | No |
| 16418851 | SYSTEMS AND METHODS FOR UPDATING EMAIL ADDRESSES BASED ON EMAIL GENERATION PATTERNS | May 2019 | January 2021 | Allow | 20 | 2 | 0 | Yes | No |
| 16417293 | METHOD OF UPDATING FOOD PRODUCT ITEM INFORMATION | May 2019 | February 2026 | Abandon | 60 | 6 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LE, MIRANDA.
With a 66.7% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.
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, 79.5% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
✓ 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 is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner LE, MIRANDA works in Art Unit 2153 and has examined 270 patent applications in our dataset. With an allowance rate of 73.0%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 43 months.
Examiner LE, MIRANDA's allowance rate of 73.0% places them in the 36% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by LE, MIRANDA receive 3.19 office actions before reaching final disposition. This places the examiner in the 90% 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 LE, MIRANDA is 43 months. This places the examiner in the 16% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +85.3% benefit to allowance rate for applications examined by LE, MIRANDA. This interview benefit is in the 100% 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, 23.6% of applications are subsequently allowed. This success rate is in the 33% 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 8.5% of cases where such amendments are filed. This entry rate is in the 8% 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, 61.5% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 51% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 91.9% of appeals filed. This is in the 84% percentile among all examiners. Of these withdrawals, 38.2% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.
When applicants file petitions regarding this examiner's actions, 46.2% are granted (fully or in part). This grant rate is in the 40% 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 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.