Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19170294 | AUTOMATICALLY AND INTELLIGENTLY CREATING JOURNAL ENTRIES TO SOLVE MISMATCHES IDENTIFIED VIA THE INTERCOMPANY ELIMINATION REPORTING PROCESS | April 2025 | March 2026 | Allow | 11 | 0 | 0 | Yes | No |
| 19030519 | SYSTEM AND METHOD FOR ONE-TO-MANY MATCHING BETWEEN DISPARATE DATASETS | January 2025 | October 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 19022406 | HIERARCHICAL AGENTIC RETRIEVAL AND REASONING SYSTEM | January 2025 | October 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18981612 | ADAPTIVE DATA PROCESSING SYSTEM WITH DYNAMIC TECHNIQUE SELECTION AND FEEDBACK-DRIVEN OPTIMIZATION | December 2024 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18974759 | Data Preparation Using Semantic Roles | December 2024 | February 2026 | Allow | 14 | 1 | 0 | Yes | No |
| 18971928 | Systems and Methods for Data-Driven Query and Response Generation | December 2024 | January 2026 | Allow | 13 | 1 | 0 | Yes | No |
| 18970876 | Summary Of A Discussed Topic in Previous Conversations As An Artifact in Large Language Model Interfaces | December 2024 | September 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18930355 | ADAPTIVE DATA PROCESSING SYSTEM AND METHOD WITH DYNAMIC OPTIMIZATION | October 2024 | August 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18903350 | TECHNIQUES FOR EFFICIENT FLUSHING USING OPPORTUNISTIC DEDUPLICATION | October 2024 | October 2025 | Allow | 12 | 0 | 0 | Yes | No |
| 18882331 | DETERMINING OBJECT GEOLOCATIONS BASED ON HETEROGENEOUS DATA SOURCES | September 2024 | February 2026 | Allow | 17 | 1 | 0 | Yes | No |
| 18816842 | CONTEXT AND KNOWLEDGE SHARING ABSTRACTION ACROSS ENTITIES USING A RELATIONAL HIERARCHICAL KEY MAPPING SYSTEM | August 2024 | February 2026 | Allow | 17 | 1 | 0 | Yes | No |
| 18813148 | SELECTIVE SKIPPING OF DICTIONARY SCANS AND/OR INDEX LOOKUPS DURING QUERY PROCESSING IN DATABASE SYSTEMS | August 2024 | March 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18814019 | SYSTEM AND METHODS FOR IMPLEMENTING A FEATURE SET OF HIGH-DIMENSIONAL SPATIAL DATA IN SPORTS PREDICTIONS | August 2024 | April 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18794362 | INTELLIGENT DATA INDEXING OF IN-MEMORY DATABASES | August 2024 | May 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18774702 | INTELLIGENT QUERY RESPONSE IN ERP SYSTEMS USING GENERATIVE AI | July 2024 | March 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18772509 | PROVISIONING A DATABASE MANAGEMENT PLATFORM IN A CLOUD COMPUTING ENVIRONMENT | July 2024 | March 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18769510 | DATA PROCESSING ACCELERATION APPARATUS | July 2024 | March 2026 | Allow | 20 | 2 | 0 | Yes | No |
| 18740222 | METHODS, SYSTEMS, AND DEVICES FOR AUTOMATICALLY GENERATING, SORTING, AND STORING FUELING STATION DATA | June 2024 | March 2025 | Allow | 10 | 0 | 0 | Yes | No |
| 18718333 | EXTRACTION DEVICE, EXTRACTION METHOD, AND EXTRACTION PROGRAM | June 2024 | September 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18737125 | METHOD FOR ASSURANCE SCORE DETERMINATION ON DATA SETS | June 2024 | March 2025 | Allow | 9 | 0 | 0 | Yes | No |
| 18673931 | Metastore Manager For Multi-Platform Data Operations | May 2024 | April 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18710548 | DYNAMIC ORDER AND RESOURCE MANAGEMENT METHOD AND SYSTEM FOR GEOSPATIAL INFORMATION PROVISION | May 2024 | February 2026 | Allow | 21 | 2 | 0 | Yes | No |
| 18654584 | SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING A WEBSITE AND SUGGESTING A RELATED BUSINESS ENTITY TYPE USING GENERATIVE ARTIFICIAL INTELLIGENCE | May 2024 | March 2025 | Allow | 10 | 0 | 0 | Yes | No |
| 18636137 | END-TO-END PRODUCT CUSTOMIZATION | April 2024 | September 2025 | Allow | 17 | 1 | 0 | No | No |
| 18635942 | CONTEXT MANAGEMENT IN A HIERARCHICAL AGENT MODEL | April 2024 | November 2025 | Allow | 19 | 0 | 1 | Yes | No |
| 18622301 | Out-Of-Core BFS For Shortest Path Graph Queries | March 2024 | February 2025 | Allow | 11 | 0 | 0 | No | No |
| 18608298 | MEDIA CONSUMPTION CONTEXT FOR PERSONALIZED INSTANT QUERY SUGGEST | March 2024 | February 2026 | Allow | 23 | 3 | 0 | Yes | No |
| 18601102 | DOCUMENT SET INTERROGATION TOOL | March 2024 | September 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18600583 | SELECTING SUBSCRIBING COMPUTING NODE TO EXECUTE DATA STORAGE PLAN FOR DATA SHARD | March 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18426903 | HIERARCHICAL CLUSTERING ON GRAPHS FOR TAXONOMY EXTRACTION AND APPLICATIONS THEREOF | January 2024 | January 2026 | Allow | 23 | 2 | 0 | Yes | No |
| 18426265 | Shared Virtual Area Communication Environment Based Apparatus and Methods | January 2024 | April 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18424355 | Object Lock Across Versioning Modes in Object Storage | January 2024 | February 2025 | Allow | 12 | 0 | 0 | Yes | No |
| 18417497 | QUANTUM FILE MANAGEMENT SYSTEM | January 2024 | October 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18408208 | COMPRESSION OF FLUCTUATING DATA | January 2024 | September 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18405573 | AUTOMATED INTERLEAVED CLUSTERING RECOMMENDATION FOR DATABASE ZONE MAPS | January 2024 | September 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18393517 | Data Preparation Using Semantic Roles | December 2023 | August 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18543415 | Machine Learning Models For Automated Sustainability Data Source Ingestion And Processing | December 2023 | October 2024 | Allow | 10 | 0 | 0 | Yes | No |
| 18566625 | LSM HYBRID COMPACTION | December 2023 | August 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18519322 | EXTRACTING USER-DEFINED ATTRIBUTES FROM DOCUMENTS | November 2023 | September 2024 | Allow | 10 | 0 | 0 | Yes | No |
| 18519350 | MANAGEMENT OF FUEL DISPENSER MEDIA | November 2023 | October 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18496012 | COMPUTATIONAL LOAD MITIGATION WITH PREDICTIVE SEARCH REQUEST ENRICHMENT | October 2023 | November 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18382621 | FORENSIC FILE SERVICE | October 2023 | January 2025 | Allow | 15 | 0 | 0 | Yes | No |
| 18478580 | SYSTEM AND METHOD FOR AUTOMATICALLY MANAGING STORAGE RESOURCES OF A BIG DATA PLATFORM | September 2023 | June 2024 | Allow | 9 | 0 | 0 | Yes | No |
| 18474793 | CORRELATION-DRIVEN QUERY OPTIMIZATION FOR CLOUD-BASED STORES | September 2023 | November 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18472045 | SYSTEM AND METHOD FOR CREATING LEAD COMPOUNDS, AND COMPOSITIONS THEREOF | September 2023 | September 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18462631 | CONFIGURATION TRANSPORT BETWEEN TENANTS | September 2023 | February 2026 | Allow | 29 | 2 | 0 | Yes | Yes |
| 18462309 | SYSTEM AND METHOD FOR DATA STORAGE, TRANSFER, SYNCHRONIZATION, AND SECURITY USING AUTOMATED MODEL MONITORING AND TRAINING | September 2023 | September 2024 | Allow | 13 | 0 | 0 | Yes | No |
| 18453644 | MULTI-LOG CHECKPOINT-BASED RETIREMENT TRANSACTION ORDER IN MULTI-CHUNK LOG | August 2023 | March 2025 | Allow | 19 | 0 | 1 | Yes | No |
| 18226678 | EVENT-RELATED MEDIA MANAGEMENT SYSTEM | July 2023 | July 2024 | Allow | 12 | 0 | 0 | Yes | No |
| 18350170 | SERVICE PROVIDING SYSTEM, BUSINESS ANALYSIS SUPPORT SYSTEM, AND METHOD | July 2023 | March 2024 | Allow | 9 | 0 | 0 | Yes | No |
| 18350349 | SERVICE PROVIDING SYSTEM, BUSINESS ANALYSIS SUPPORT SYSTEM, AND METHOD | July 2023 | May 2025 | Abandon | 22 | 1 | 0 | No | No |
| 18332961 | SYSTEMS AND METHODS FOR PERFORMING DATA FIXES | June 2023 | June 2025 | Allow | 24 | 0 | 0 | Yes | No |
| 18330312 | News Alerts Based on User Analytics | June 2023 | April 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18323909 | METHOD AND SYSTEM FOR RECOMMENDING CONTENT | May 2023 | March 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18323803 | METHOD AND SYSTEM FOR RANKING SEARCH CONTENT | May 2023 | February 2026 | Allow | 33 | 4 | 0 | Yes | No |
| 18316333 | DYNAMIC EXECUTION OF PARAMETERIZED APPLICATIONS FOR THE PROCESSING OF KEYED NETWORK DATA STREAMS | May 2023 | January 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18310251 | FINGERPRINTS FOR COMPRESSED COLUMNAR DATA SEARCH | May 2023 | August 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18123100 | TIME SERIES DATABASE COMPRISING A PLURALITY OF TIME SERIES DATABASE SCHEMAS | March 2023 | August 2024 | Allow | 17 | 0 | 0 | Yes | No |
| 18185925 | Zero Copy Optimization for SELECT * Queries | March 2023 | February 2026 | Allow | 35 | 5 | 0 | Yes | No |
| 18175842 | SYSTEMS AND METHODS FOR IMPROVED DATABASE FUNCTIONALITY AND DATA TRANSLATION | February 2023 | August 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18112700 | SYSTEMS, METHODS, AND APPARATUSES FOR DETERMINING AND APPLYING A BACKUP FILE ATTRIBUTION TO FILES IN AN ELECTRONIC NETWORK | February 2023 | January 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18164744 | RETENTION MANAGEMENT FOR DATA STREAMS | February 2023 | December 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 18159349 | DEEP LEARNING OPTIMIZER FOR FINE-TUNING WHILE DYNAMICALLY MITIGATING CATASTROPHIC FORGETTING | January 2023 | October 2025 | Allow | 33 | 0 | 0 | Yes | No |
| 18097908 | DETERMINING OBJECT GEOLOCATIONS BASED ON HETEROGENEOUS DATA SOURCES | January 2023 | May 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18152414 | INDEX SPLITTING IN DISTRIBUTED DATABASES | January 2023 | January 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18149954 | DYNAMIC DATABASE UPDATES USING PROBABILISTIC DETERMINATIONS | January 2023 | October 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 18149736 | REMOTE VIRTUALIZED ASSET DELIVERY AND LOCAL PROVISIONING | January 2023 | March 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18093181 | SEMICONDUCTOR METROLOGY SYSTEM AND METHOD | January 2023 | February 2026 | Allow | 37 | 0 | 1 | Yes | No |
| 18013405 | TIME-SERIES DATA PROCESSING METHOD, TIME-SERIES DATA PROCESSING DEVICE, TIME-SERIES DATA PROCESSING SYSTEM, AND RECORDING MEDIUM | December 2022 | November 2024 | Allow | 23 | 1 | 0 | Yes | No |
| 18146585 | METHOD AND SYSTEM FOR SEARCHING LANGUAGE-AGNOSTIC CODE-MIXED QUERIES | December 2022 | February 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18088168 | SYSTEMS AND METHODS FOR EFFICIENT CONSOLIDATION OF RECORD BLOCKS | December 2022 | July 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18085205 | SYSTEMS AND METHODS FOR GENERATING AND USING ENTITY SPECIFIC DATA ASSETS | December 2022 | March 2025 | Allow | 27 | 1 | 1 | Yes | No |
| 18007521 | ADVERSARIAL EXAMPLE DETECTION DEVICE, ADVERSARIAL EXAMPLE DETECTION METHOD, AND PROGRAM | December 2022 | December 2025 | Allow | 36 | 1 | 0 | Yes | No |
| 18072511 | KEY-VALUE STORAGE FOR URL CATEGORIZATION | November 2022 | January 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18059274 | REDUCING REQUESTS USING PROBABILISTIC DATA STRUCTURES | November 2022 | April 2025 | Allow | 28 | 3 | 0 | Yes | No |
| 17975519 | TERM WEIGHT GENERATION METHOD, APPARATUS, DEVICE AND MEDIUM | October 2022 | August 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17971669 | METHOD AND SYSTEM BASED ON MATRIX CHECK FOR RAPIDLY DETERMINING RATIONAL USE OF MEDICINE | October 2022 | May 2025 | Abandon | 30 | 2 | 0 | No | No |
| 17920215 | QUERY CONVERSION FOR DIFFERENT GRAPH QUERY LANGUAGES | October 2022 | February 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 17969453 | SYSTEM AND METHOD FOR AUTOMATICALLY MANAGING STORAGE RESOURCES OF A BIG DATA PLATFORM | October 2022 | July 2023 | Allow | 9 | 0 | 0 | Yes | No |
| 18046322 | PROCESSING TENSORS | October 2022 | December 2025 | Allow | 38 | 0 | 0 | Yes | No |
| 17963756 | AUTOMATED INTERLEAVED CLUSTERING RECOMMENDATION FOR DATABASE ZONE MAPS | October 2022 | October 2023 | Allow | 12 | 0 | 0 | Yes | No |
| 17962921 | COMPRESSION OF FLUCTUATING DATA | October 2022 | October 2023 | Allow | 12 | 0 | 0 | Yes | No |
| 17941571 | SYSTEM, METHOD, AND COMPUTER PROGRAM FOR CROSS-LINGUAL TEXT-TO-SQL SEMANTIC PARSING WITH REPRESENTATION MIXUP | September 2022 | September 2023 | Allow | 12 | 0 | 0 | Yes | No |
| 17901648 | HIERARCHICAL CLUSTERING ON GRAPHS FOR TAXONOMY EXTRACTION AND APPLICATIONS THEREOF | September 2022 | September 2023 | Allow | 12 | 0 | 0 | Yes | No |
| 17897881 | SYSTEMS AND METHODS FOR EFFICIENT BULK DATA DELETION | August 2022 | March 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 17896305 | Methods and Systems for Dynamic Sampling of Application Events | August 2022 | February 2024 | Abandon | 18 | 1 | 0 | Yes | No |
| 17888728 | System and Method for Indexing Large Volumes and Durations of Temporally-Based Sensor Datasets | August 2022 | March 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17887694 | UNIFIED FRAMEWORK FOR MULTI-MODAL SIMILARITY SEARCH | August 2022 | January 2025 | Allow | 29 | 3 | 0 | Yes | No |
| 17888148 | FILE FRAGMENTATION REMOVAL METHOD AND DEVICE | August 2022 | October 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17885128 | SYSTEM AND METHOD FOR AUTOMATING DESIGN OF SOUND SOURCE SEPARATION DEEP LEARNING MODEL | August 2022 | June 2025 | Allow | 34 | 0 | 0 | Yes | No |
| 17882926 | APPARATUSES AND METHODS FOR LAWNCARE ASSESSMENT AT A LOCATION | August 2022 | September 2023 | Allow | 14 | 0 | 0 | Yes | No |
| 17816151 | VERSIONED CONNECTORS FOR DATA INGESTION FROM DISTRIBUTED LEDGER SYSTEMS | July 2022 | April 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17816132 | QUERY TRANSLATION FOR AN EXTERNAL DATA SYSTEM | July 2022 | June 2024 | Allow | 23 | 1 | 0 | Yes | No |
| 17816129 | Method and System for Performing a Compaction/Merge Job Using a Merge Based Tile Architecture | July 2022 | March 2025 | Allow | 32 | 3 | 1 | Yes | No |
| 17814383 | EXTRACTING USER-DEFINED ATTRIBUTES FROM DOCUMENTS | July 2022 | September 2023 | Allow | 14 | 0 | 0 | Yes | No |
| 17866600 | KEY-VALUE STORAGE DEVICE AND METHOD OF OPERATING THE SAME | July 2022 | August 2023 | Allow | 13 | 0 | 0 | Yes | No |
| 17812472 | System B-Tree Change Notification System Using Lock Value Blocks | July 2022 | April 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17792965 | Method and System for Activity Prediction, Prefetching and Preloading of Computer Assets by A Client-Device | July 2022 | October 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17811838 | CONTENT-BASED SHARDING AND ROUTING SYSTEM | July 2022 | September 2023 | Allow | 15 | 0 | 0 | Yes | No |
| 17845921 | Data Preparation Using Semantic Roles | June 2022 | August 2023 | Allow | 14 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner UDDIN, MD I.
With a 38.1% 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, 28.2% 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 UDDIN, MD I works in Art Unit 2169 and has examined 684 patent applications in our dataset. With an allowance rate of 80.0%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 35 months.
Examiner UDDIN, MD I's allowance rate of 80.0% places them in the 49% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by UDDIN, MD I receive 2.47 office actions before reaching final disposition. This places the examiner in the 72% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by UDDIN, MD I is 35 months. This places the examiner in the 39% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +70.7% benefit to allowance rate for applications examined by UDDIN, MD I. This interview benefit is in the 99% 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, 29.0% of applications are subsequently allowed. This success rate is in the 54% 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 9.2% of cases where such amendments are filed. This entry rate is in the 9% 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, 60.7% 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 60.4% of appeals filed. This is in the 37% percentile among all examiners. Of these withdrawals, 45.3% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 39.1% are granted (fully or in part). This grant rate is in the 28% 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 2.8% of allowed cases (in the 78% 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.