Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19232488 | METHOD AND APPARATUS FOR ADAPTIVE CONTENT GENERATION | June 2025 | October 2025 | Allow | 4 | 0 | 0 | No | No |
| 19086885 | Method and System for Optimization and Personalization of Search Results according to Preferences and Mandatory Constraints | March 2025 | February 2026 | Allow | 10 | 0 | 0 | No | No |
| 19039734 | COPILOT ARCHITECTURE: NETWORK OF MICROSERVICES INCLUDING SPECIALIZED MACHINE LEARNING TOOLS | January 2025 | April 2025 | Allow | 51 | 0 | 0 | No | No |
| 19005761 | DISTRIBUTION OF TASKS AMONG MICROSERVICES IN A COPILOT | December 2024 | September 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 19005749 | AUTOMATION FOR WORKFLOW EMULATION FROM SEGMENTS OF RECORDED WORK SESSIONS | December 2024 | December 2025 | Abandon | 12 | 2 | 0 | Yes | No |
| 19005712 | CUSTOMIZATION OF MACHINE LEARNING TOOLS WITH OCCUPATION TRAINING | December 2024 | March 2025 | Allow | 3 | 0 | 0 | No | No |
| 19005699 | COPILOT CUSTOMIZATION WITH DATA PRODUCER(S) | December 2024 | May 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18988025 | QUERY REFRESH USING MULTIPLE PROCESSING PIPELINES | December 2024 | February 2026 | Allow | 14 | 1 | 0 | No | No |
| 18958515 | DISPARATE SOURCING OF TREE DATA STRUCTURES FOR SEARCHING AND SUGGESTING APPLICATION SERVICES | November 2024 | December 2025 | Allow | 13 | 1 | 0 | No | No |
| 18940810 | DATABASE GROUP MANAGEMENT | November 2024 | January 2026 | Allow | 14 | 1 | 0 | Yes | No |
| 18933588 | SYSTEM AND METHOD FOR GROUNDING OUTPUTS IN TABULAR GENERATIVE ARTIFICIAL INTELLIGENCE | October 2024 | June 2025 | Allow | 8 | 0 | 0 | No | No |
| 18898502 | COPILOT ARCHITECTURE: NETWORK OF MICROSERVICES INCLUDING SPECIALIZED MACHINE LEARNING TOOLS | September 2024 | January 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18800336 | DATABASE SYSTEM AND METHOD WITH ARRAY FIELD DISTRIBUTION DATA | August 2024 | May 2025 | Allow | 9 | 1 | 0 | No | No |
| 18789917 | SYSTEMS AND METHODS FOR PRESENTING INFORMATION WITHIN A SOFTWARE APPLICATION OR WEBSITE | July 2024 | September 2025 | Allow | 13 | 0 | 0 | No | No |
| 18779922 | DYNAMICALLY GENERATED OPERATIONS IN A PARALLEL PROCESSING FRAMEWORK | July 2024 | October 2025 | Allow | 15 | 0 | 0 | No | No |
| 18755235 | Assisted Query Building and Data Retrieval | June 2024 | November 2025 | Allow | 17 | 1 | 0 | No | No |
| 18746409 | ACCELERATED DATABASE QUERY PROCESSING WITH COMPLIED CODE REUSE | June 2024 | November 2025 | Allow | 17 | 1 | 0 | No | No |
| 18650729 | DEDUPLICATION IN A MULTI-TIERED ARCHITECTURE | April 2024 | February 2026 | Allow | 21 | 2 | 0 | No | No |
| 18649509 | RUNTIME JOIN PRUNING TO IMPROVE JOIN PERFORMANCE FOR TABLES | April 2024 | February 2025 | Allow | 9 | 0 | 0 | No | No |
| 18643429 | DOCUMENT ANALYSIS METHOD AND APPARATUS | April 2024 | January 2026 | Allow | 20 | 2 | 0 | No | No |
| 18638421 | Indexing Access Limited Native Applications | April 2024 | March 2026 | Allow | 23 | 3 | 0 | Yes | No |
| 18635536 | Persistent Shuffle System | April 2024 | August 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18616771 | INTELLIGENT QUERY PLAN CACHE SIZE MANAGEMENT | March 2024 | November 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18590129 | Self-Adaptive Geospatial Queries | February 2024 | August 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18589255 | SYSTEM AND METHODS FOR OBJECT VERSION TRACKING AND READ-TIME/WRITE-TIME DATA FEDERATION | February 2024 | November 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18581763 | CLOUD RESOURCE OPERATIONS FOR DATABASES IN MULTIPLE DISTRIBUTED CLOUD DEPLOYMENT ZONES | February 2024 | October 2024 | Allow | 8 | 0 | 0 | No | No |
| 18440624 | HEURISTIC DATABASE QUERYING WITH DYNAMIC PARTITIONING | February 2024 | March 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18422624 | SYSTEMS AND METHODS FOR INTERPRETING NATURAL LANGUAGE SEARCH QUERIES USING TRAINING DATA | January 2024 | August 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18392101 | AUTO-CREATION OF AUTONOMOUS TECHNICAL SUPPORT CASES | December 2023 | September 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18390940 | MULTI-CHANNEL SEARCH AND AGGREGATED SCORING TECHNIQUES FOR COMPLEX SEARCH DOMAINS | December 2023 | September 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18510030 | DEMOCRATIZED DATA PROFILING AND VALIDATION | November 2023 | August 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18506614 | SYSTEMS AND METHODS FOR CONVERTING DATA TYPES IN DATA MIGRATION | November 2023 | October 2025 | Allow | 23 | 3 | 0 | Yes | No |
| 18506856 | SYSTEM AND METHOD FOR ACCESSING DATA ACROSS MULTIPLE DATA SOURCES IN A DATA ECOSYSTEM | November 2023 | January 2026 | Allow | 27 | 2 | 0 | No | No |
| 18505900 | TECHNOLOGIES FOR FILTERING AND QUERYING TRIE DATA STRUCTURES FOR GENERATING REAL-TIME BOT FLOW VISUALIZATIONS AND ANALYTICS | November 2023 | July 2025 | Allow | 20 | 1 | 0 | No | No |
| 18387896 | DELTA MERGE WITH LOCATION DATA | November 2023 | July 2024 | Allow | 9 | 1 | 0 | No | No |
| 18387401 | DISPARATE SOURCING OF TREE DATA STRUCTURES FOR SEARCHING AND SUGGESTING APPLICATION SERVICES | November 2023 | July 2024 | Allow | 8 | 0 | 0 | No | No |
| 18497587 | DATA ATTRIBUTE DEPENDENT RULES AND DATA ORCHESTRATION | October 2023 | September 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18496001 | MANAGING DATABASE PROTECTION AFTER UPDATING THE DATA MANAGER TO UTILIZE IMMUTABLE UNIQUE IDENTIFIERS | October 2023 | April 2025 | Allow | 18 | 1 | 0 | No | No |
| 18486181 | MOBILE TERMINAL-ORIENTED COMPLEX CONDITION GEOGRAPHIC INFORMATION QUERY METHOD, DEVICE AND MEDIUM | October 2023 | March 2024 | Allow | 5 | 1 | 0 | No | No |
| 18480984 | Prioritizing Important Files While Restoring Protection | October 2023 | December 2024 | Allow | 15 | 0 | 0 | No | No |
| 18375658 | SYSTEMS AND METHODS FOR PRESENTING INFORMATION WITHIN A SOFTWARE APPLICATION OR WEBSITE | October 2023 | July 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18478132 | INTELLIGENT RESTORATION OF FILE SYSTEMS USING DESTINATION AWARE RESTORATIONS | September 2023 | September 2024 | Allow | 12 | 1 | 0 | No | No |
| 18475943 | IMPLEMENTATION FOR EFFICIENT LOG STORAGE | September 2023 | February 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18471902 | COMPUTER SYSTEM AND METHOD FOR EVALUATING INTEGRITY AND PARSING OF A FILE SYSTEM AND PARSING IMPLEMENTATION | September 2023 | October 2024 | Allow | 13 | 1 | 0 | No | No |
| 18370393 | Boost Cache for SQL Queries with Write Order Consistency, Data Race Management, Partially Materialized Views for Range Queries, and Arbitrary Filter Expressions | September 2023 | May 2024 | Allow | 8 | 0 | 0 | No | No |
| 18451943 | METHOD OF EXTRACTING TECHNICAL INFORMATION FROM A TECHNICAL MANUAL | August 2023 | July 2024 | Allow | 11 | 0 | 0 | No | No |
| 18451522 | CONFIGURING CHECK CONSTRAINT AND ROW VIOLATION LOGGING USING ERROR TABLES | August 2023 | January 2025 | Allow | 17 | 1 | 0 | No | No |
| 18366312 | DISTRIBUTED MANAGEMENT OF FILE MODIFICATION-TIME FIELD | August 2023 | November 2024 | Allow | 15 | 1 | 0 | No | No |
| 18362898 | MATERIALIZED TABLE REFRESH USING MULTIPLE PROCESSING PIPELINES | July 2023 | October 2024 | Allow | 14 | 1 | 0 | No | No |
| 18358402 | RUNTIME JOIN PRUNING TO IMPROVE JOIN PERFORMANCE FOR DATABASE TABLES | July 2023 | January 2024 | Allow | 6 | 1 | 0 | No | No |
| 18357920 | TEXT SEARCHING USING PARTIAL SCORE EXPRESSIONS | July 2023 | October 2024 | Allow | 15 | 0 | 0 | No | No |
| 18350013 | Method for Index Structure Optimization Using Index Deduplication | July 2023 | July 2024 | Allow | 12 | 1 | 0 | No | No |
| 18219314 | STATE REBALANCING IN STRUCTURED STREAMING | July 2023 | May 2024 | Allow | 11 | 0 | 0 | No | No |
| 18218057 | METHOD AND SYSTEM FOR GENERATING INTENT RESPONSES THROUGH VIRTUAL AGENTS | July 2023 | October 2025 | Allow | 28 | 3 | 0 | No | No |
| 18217868 | METHOD AND SYSTEM FOR ANALYZING NATURAL LANGUAGE DATA BY USING DOMAIN-SPECIFIC LANGUAGE MODELS | July 2023 | January 2025 | Allow | 19 | 1 | 0 | No | No |
| 18325765 | MEASURING AND IMPROVING INDEX QUALITY IN A DISTRUBUTED DATA SYSTEM | May 2023 | March 2025 | Abandon | 21 | 2 | 0 | Yes | No |
| 18323767 | CONTENT GENERATION SYSTEMS AND APPLICATIONS USING OCTREE-BASED SPATIAL DATABASES | May 2023 | February 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18317610 | DYNAMIC WEIGHT GENERATION FOR SIGNAL SET MATCHING | May 2023 | October 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18308153 | SYSTEMS, APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR OPTIMIZING SEARCH LATENCY | April 2023 | March 2026 | Allow | 34 | 4 | 0 | No | No |
| 18300778 | QUERY PLAN CACHE IN DATABASE SYSTEMS | April 2023 | February 2024 | Allow | 10 | 1 | 0 | No | No |
| 18297833 | MAPPING CONTENT DELIVERY | April 2023 | July 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18188083 | Database Query Generation from Natural Language Statements | March 2023 | November 2024 | Allow | 20 | 1 | 0 | No | No |
| 18118943 | EFFICIENT WORKLOAD BALANCING IN REPLICATED DATABASES BASED ON RESULT LAG COMPUTATION | March 2023 | July 2023 | Allow | 4 | 0 | 0 | No | No |
| 18158258 | INTEGRATED NATIVE VECTORIZED ENGINE FOR COMPUTATION | January 2023 | June 2023 | Allow | 5 | 0 | 0 | No | No |
| 18016383 | SYSTEM AND METHOD FOR IMPLEMENTING ONTOLOGIES IN SQL | January 2023 | September 2024 | Allow | 20 | 1 | 0 | No | No |
| 18154628 | Location Data Integration and Management | January 2023 | May 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18149752 | DISTRIBUTED MANAGEMENT OF FILE MODIFICATION-TIME FIELD | January 2023 | April 2023 | Allow | 4 | 0 | 0 | No | No |
| 18087723 | IDENTIFYING CHANGES AT EACH ROOT NAMESPACE OF A MULTI-ROOT SYSTEM | December 2022 | March 2026 | Allow | 39 | 2 | 0 | Yes | No |
| 18078496 | PROVIDING ACCESS TO USAGE REPORTS ON A CLOUD-BASED DATA WAREHOUSE | December 2022 | July 2024 | Allow | 19 | 3 | 0 | Yes | No |
| 18063098 | DYNAMIC DELIVERY OF MODIFIED USER INTERACTION ELECTRONIC DOCUMENT DATA OBJECTS BASED AT LEAST IN PART ON DEFINED TRIGGER EVENTS | December 2022 | August 2023 | Allow | 8 | 0 | 0 | No | No |
| 18059125 | TRANSIENT MATERIALIZED VIEW REWRITE | November 2022 | February 2024 | Allow | 15 | 2 | 0 | No | No |
| 17992810 | SEARCH SYSTEMS AND METHODS UTILIZING SEARCH BASED USER CLUSTERING | November 2022 | November 2024 | Allow | 24 | 4 | 0 | No | No |
| 18057575 | APPARATUS, METHOD AND STORAGE MEDIUM FOR DATABASE PAGINATION | November 2022 | March 2025 | Allow | 39 | 2 | 0 | Yes | No |
| 17978684 | Systems and Methods for Decoupling Search Processing Language and Machine Learning Analytics from Storage of Accessed Data | November 2022 | October 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17977843 | PORTABLE INFORMATION TERMINAL AND APPLICATION RECOMMENDING METHOD THEREOF | October 2022 | November 2023 | Allow | 13 | 1 | 0 | No | No |
| 17966356 | Indexing Access Limited Native Applications | October 2022 | January 2024 | Allow | 15 | 1 | 0 | No | No |
| 17966749 | PROCESSING TOP-K QUERIES ON DATA IN RELATIONAL DATABASE SYSTEMS | October 2022 | December 2023 | Allow | 14 | 0 | 0 | No | No |
| 17907465 | METHOD FOR MONITORING RUNNING STATE OF DISTRIBUTED SYSTEM, DEVICE, AND STORAGE MEDIUM | September 2022 | September 2024 | Allow | 24 | 1 | 0 | No | No |
| 17935766 | COORDINATOR FOR PRELOADING TIME-BASED CONTENT SELECTION GRAPHS | September 2022 | October 2023 | Allow | 13 | 1 | 0 | Yes | No |
| 17953038 | SECURE QUERY PROCESSING | September 2022 | June 2025 | Allow | 33 | 3 | 0 | Yes | No |
| 17947595 | PLATFORM AGNOSTIC QUERY ACCELERATION | September 2022 | November 2022 | Allow | 2 | 0 | 0 | Yes | No |
| 17932727 | UTILIZING ARRAY FIELD DISTRIBUTION DATA IN DATABASE SYSTEMS | September 2022 | June 2024 | Allow | 21 | 1 | 0 | No | No |
| 17944382 | SYSTEM AND METHOD FOR DATA SCIENCE MODEL SCORING | September 2022 | March 2026 | Allow | 42 | 4 | 0 | Yes | No |
| 17931590 | INCREMENTAL MAINTENANCE OF QUERY RESULTS | September 2022 | July 2023 | Allow | 10 | 1 | 0 | No | No |
| 17942035 | TWO PHASE MOVE OF DATABASE TABLES | September 2022 | October 2023 | Allow | 13 | 0 | 0 | No | No |
| 17823310 | CACHING QUERY PLANS IN DATABASE SYSTEMS | August 2022 | January 2023 | Allow | 4 | 0 | 0 | No | No |
| 17893619 | SYSTEM AND METHOD FOR OBJECT LAMBDA FUNCTIONS | August 2022 | September 2023 | Allow | 13 | 0 | 0 | No | No |
| 17882800 | DOCUMENT ANALYSIS METHOD AND APPARATUS | August 2022 | February 2024 | Allow | 18 | 2 | 0 | No | No |
| 17881378 | SYSTEMS AND METHODS FOR PROCESSING AND DISTRIBUTING SERVICE REQUESTS TO COMPUTATIONAL STORAGE DEVICES | August 2022 | January 2026 | Allow | 42 | 4 | 0 | Yes | No |
| 17816357 | CHART CREATION BASED ON A DATA PROCESSING PACKAGE | July 2022 | October 2024 | Allow | 27 | 1 | 0 | Yes | No |
| 17815969 | HEURISTIC DATABASE QUERYING WITH DYNAMIC PARTITIONING | July 2022 | November 2023 | Allow | 15 | 0 | 0 | No | No |
| 17865660 | LOGICAL-TO-PHYSICAL MAPPING FOR DEFRAGMENTATION OF HOST FILE SYSTEM IN A DATA STORAGE DEVICE | July 2022 | February 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 17808304 | Smart Contracts for Assessing Truth on a Blockchain | June 2022 | July 2023 | Abandon | 13 | 2 | 0 | No | No |
| 17825549 | SYSTEM AND METHODS FOR OBJECT VERSION TRACKING AND READ-TIME/WRITE-TIME DATA FEDERATION | May 2022 | October 2023 | Allow | 17 | 2 | 0 | Yes | No |
| 17746338 | DELTA MERGE WITH LOCATION DATA | May 2022 | June 2023 | Allow | 13 | 0 | 0 | No | No |
| 17746331 | LOCATION DATA PROCESSING SYSTEM | May 2022 | June 2023 | Allow | 13 | 0 | 0 | No | No |
| 17741811 | INTENT-AWARE LEARNING FOR AUTOMATED SAMPLE SELECTION IN INTERACTIVE DATA EXPLORATION | May 2022 | April 2024 | Allow | 24 | 1 | 0 | No | No |
| 17735493 | DYNAMICALLY GENERATED OPERATIONS IN A PARALLEL PROCESSING FRAMEWORK | May 2022 | April 2024 | Allow | 24 | 0 | 0 | No | No |
| 17728975 | SYSTEM AND METHOD OF INTELLIGENT DETECTION OF DATA MODEL FIELDNAME LINEAGE AND CONTEXT OF PRIVATE INDIVIDUAL DATA IN BUSINESS INTEGRATION PROCESSES | April 2022 | March 2023 | Allow | 11 | 0 | 0 | No | No |
| 17726795 | GENERATE DIGITAL SIGNATURE OF A QUERY EXECUTION PLAN USING SIMILARITY HASHING | April 2022 | December 2023 | Allow | 20 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner RAAB, CHRISTOPHER J.
With a 47.8% 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 RAAB, CHRISTOPHER J works in Art Unit 2156 and has examined 470 patent applications in our dataset. With an allowance rate of 76.4%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.
Examiner RAAB, CHRISTOPHER J's allowance rate of 76.4% places them in the 42% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by RAAB, CHRISTOPHER J receive 2.86 office actions before reaching final disposition. This places the examiner in the 83% 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 RAAB, CHRISTOPHER J is 37 months. This places the examiner in the 32% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +13.7% benefit to allowance rate for applications examined by RAAB, CHRISTOPHER J. This interview benefit is in the 51% 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, 21.2% of applications are subsequently allowed. This success rate is in the 25% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.
This examiner enters after-final amendments leading to allowance in 28.8% of cases where such amendments are filed. This entry rate is in the 41% 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, 63.6% 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 58.9% of appeals filed. This is in the 33% percentile among all examiners. Of these withdrawals, 30.3% 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, 31.2% are granted (fully or in part). This grant rate is in the 18% 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 2.6% of allowed cases (in the 77% 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 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.