Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18925997 | GRAPHICAL USER INTERFACE (GUI) FOR DATA PROCESSING USING DEEP AI-BASED INFORMATION OBJECT IDENTIFICATION | October 2024 | August 2025 | Abandon | 9 | 1 | 0 | No | No |
| 18926078 | METHOD AND SYSTEM FOR IDENTIFYING INFORMATION OBJECTS USING DEEP AI-BASED KNOWLEDGE OBJECTS | October 2024 | August 2025 | Abandon | 9 | 1 | 0 | No | No |
| 18422626 | RECENT FILE SYNCHRONIZATION AND AGGREGATION METHODS AND SYSTEMS | January 2024 | April 2025 | Allow | 15 | 1 | 0 | No | No |
| 18519140 | METADATA MANAGEMENT SYSTEM FOR INTER-COMPANY DATA SHARING | November 2023 | March 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18498848 | SERVERLESS NETWORK MONITORING | October 2023 | December 2025 | Abandon | 26 | 2 | 0 | Yes | No |
| 18492556 | CONTINUOUSLY RUN LOG BACKUP WITH MINIMAL CONFIGURATION AND RESOURCE USAGE FROM THE SOURCE MACHINE | October 2023 | November 2024 | Allow | 12 | 1 | 0 | No | No |
| 18473345 | SYSTEM AND METHOD FOR A HYBRID CONTRACT EXECUTION ENVIRONMENT | September 2023 | November 2024 | Allow | 14 | 1 | 0 | No | No |
| 18464078 | ELASTIC DATA PARTITIONING OF A DATABASE | September 2023 | October 2024 | Allow | 14 | 1 | 0 | No | No |
| 18457194 | SYSTEMS, METHODS, AND PORTABLE DEVICES FOR UPDATING USER INFORMATION | August 2023 | October 2024 | Abandon | 14 | 1 | 0 | No | No |
| 18455784 | METHOD AND SYSTEM FOR MIGRATING CONTENT BETWEEN ENTERPRISE CONTENT MANAGEMENT SYSTEMS | August 2023 | December 2024 | Allow | 16 | 2 | 0 | No | No |
| 18449116 | Computational SSD Supporting Rapid File Semantic Search | August 2023 | January 2026 | Abandon | 29 | 3 | 0 | Yes | No |
| 18230715 | Efficient hash table | August 2023 | September 2025 | Abandon | 25 | 2 | 0 | No | No |
| 18229917 | Scalable Fine Grained Access Control Within A Search Engine | August 2023 | July 2024 | Allow | 12 | 1 | 0 | No | No |
| 18362801 | HYPER-SCALE P2P DEDUPLICATED STORAGE SYSTEM USING A DISTRIBUTED LEDGER | July 2023 | September 2024 | Allow | 13 | 2 | 0 | No | No |
| 18224085 | PERSONALIZED SEARCH FILTER AND NOTIFICATION SYSTEM | July 2023 | August 2024 | Allow | 13 | 2 | 0 | No | No |
| 18348400 | CROSS-DATABASE JOIN QUERY | July 2023 | January 2025 | Allow | 19 | 1 | 0 | No | No |
| 18305438 | ADVANCED DATA COLLECTION BLOCK IDENTIFICATION | April 2023 | February 2024 | Allow | 9 | 1 | 0 | No | No |
| 18183891 | SCALABLE RANGE LOCKS | March 2023 | April 2024 | Allow | 13 | 1 | 0 | No | No |
| 18182467 | Multiple Dataset Search Based On a Visual Query | March 2023 | July 2025 | Abandon | 28 | 2 | 0 | No | No |
| 18180728 | MULTI-PHASED EXECUTION OF A SEARCH QUERY | March 2023 | April 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18166304 | DECOUPLING ONTOLOGIES IN DISTRIBUTED DATA MESH | February 2023 | June 2025 | Abandon | 28 | 2 | 0 | No | No |
| 18163784 | Reducing a number of units in a data population based on predefined constraints | February 2023 | October 2024 | Allow | 21 | 1 | 0 | No | No |
| 18162381 | ROLLBACK FROM A RETENTION LOCKED NAMESPACE | January 2023 | September 2024 | Allow | 20 | 1 | 0 | No | No |
| 18162549 | MULTIPLE CACHING OPERATIONS TO SUPPORT OFFLINE EXECUTION | January 2023 | March 2026 | Allow | 37 | 4 | 0 | Yes | No |
| 18160908 | AUTOMATED QUERY RETRY USING A DATABASE PLATFORM | January 2023 | January 2024 | Allow | 12 | 1 | 0 | No | No |
| 18160720 | AUTOMATED QUERY RETRY EXECUTION USING MULTIPLE COMPUTING NODES IN A DATABASE SYSTEM | January 2023 | August 2024 | Allow | 18 | 1 | 0 | No | No |
| 18147823 | METHOD FOR DENOISING CLICK DATA, ELECTRONIC DEVICE AND STORAGE MEDIUM | December 2022 | August 2024 | Allow | 20 | 1 | 0 | No | No |
| 18148177 | METHOD OF PROCESSING FEATURE INFORMATION, ELECTRONIC DEVICE, AND STORAGE MEDIUM | December 2022 | September 2024 | Abandon | 20 | 1 | 0 | No | No |
| 18087518 | HANDLING SYSTEM-CHARACTERISTICS DRIFT IN MACHINE LEARNING APPLICATIONS | December 2022 | January 2024 | Allow | 13 | 1 | 0 | No | No |
| 18087207 | ARTIFICIALLY INTELLIGENT SYSTEM EMPLOYING MODULARIZED AND TAXONOMY-BASED CLASSIFICATIONS TO GENERATE AND PREDICT COMPLIANCE-RELATED CONTENT | December 2022 | January 2024 | Allow | 13 | 1 | 0 | No | No |
| 18082811 | Automatic Generation of Training and Testing Data for Machine-Learning Models | December 2022 | October 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 18082688 | DYNAMIC SLICING OF FILESYSTEM DATA WITH APPLICATION AWARENESS | December 2022 | August 2024 | Allow | 20 | 1 | 0 | No | No |
| 18076744 | Computationally Efficient Traversal of Virtual Tables | December 2022 | September 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 18008406 | METHOD OF INDEXING A HIERARCHICAL DATA STRUCTURE | December 2022 | October 2024 | Allow | 23 | 1 | 0 | No | No |
| 18060647 | SYSTEMS AND METHODS FOR SIMULTANEOUS RECORDATION OF MULTIPLE RECORDS TO A DISTRIBUTED LEDGER | December 2022 | August 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 17926731 | INFORMATION PROCESSING DEVICE, CONTROL METHOD AND STORAGE MEDIUM | November 2022 | November 2024 | Abandon | 24 | 2 | 0 | No | No |
| 18056671 | Content Replication Between Tenants | November 2022 | July 2024 | Allow | 19 | 1 | 0 | No | No |
| 18055324 | LOCAL DATA CLASSIFICATION BASED ON A REMOTE SERVICE INTERFACE | November 2022 | March 2024 | Allow | 16 | 2 | 0 | No | No |
| 17982665 | SYSTEMS AND METHODS FOR PROVIDING SEARCH QUERY RESPONSES HAVING CONTEXTUALLY RELEVANT VOICE OUTPUT | November 2022 | May 2024 | Allow | 18 | 2 | 0 | No | No |
| 17977432 | COMPOSITE EXTRACTION SYSTEMS AND METHODS FOR ARTIFICIAL INTELLIGENCE PLATFORM | October 2022 | August 2024 | Allow | 22 | 1 | 0 | No | No |
| 17976361 | STRUCTURED CLUSTER EXECUTION FOR DATA STREAMS | October 2022 | March 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 17975368 | MONITORING DATA USAGE TO OPTIMIZE STORAGE PLACEMENT AND ACCESS USING CONTENT-BASED DATASETS | October 2022 | October 2024 | Allow | 23 | 2 | 0 | No | No |
| 17966451 | METHOD AND APPARATUS FOR MANAGING FILES IN AN ONLINE ACCOUNT | October 2022 | January 2024 | Abandon | 16 | 1 | 0 | No | No |
| 17823257 | ADVANCED DATA COLLECTION BLOCK IDENTIFICATION | August 2022 | March 2023 | Allow | 7 | 1 | 0 | No | No |
| 17820245 | PROCESSING THE RESULTS OF MULTIPLE SEARCH QUERIES IN A MAPPING APPLICATION | August 2022 | July 2023 | Allow | 11 | 1 | 0 | No | No |
| 17884255 | NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM AND ARTIFICIAL INTELLIGENCE INFERENCE SYSTEM AND METHOD | August 2022 | August 2025 | Abandon | 36 | 4 | 0 | No | No |
| 17883359 | CONTEXTUAL GEOANALYTICS ENGINE IN A DATA ANALYTICS SYSTEM | August 2022 | April 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17876542 | PERFORMANCE- AND COST-EFFICIENT ARCHIVING OF SMALL OBJECTS | July 2022 | April 2024 | Allow | 20 | 2 | 0 | No | No |
| 17869908 | APPARATUS AND METHOD FOR STORING FILE OF KEY VALUE STORE ON ZONED STORAGE | July 2022 | May 2024 | Allow | 21 | 1 | 0 | No | No |
| 17869630 | DATABASE LIVE REINDEX | July 2022 | September 2023 | Allow | 14 | 1 | 0 | No | No |
| 17861908 | SMART BALANCE TREE LOOKUP | July 2022 | April 2024 | Abandon | 21 | 1 | 0 | No | No |
| 17809780 | AUTOMATED QUERY RETRY EXECUTION IN A DATABASE SYSTEM | June 2022 | December 2022 | Allow | 6 | 1 | 0 | No | No |
| 17840681 | METHOD AND APPARATUS OF AUDITING LOG, ELECTRONIC DEVICE, AND MEDIUM | June 2022 | April 2024 | Abandon | 22 | 1 | 0 | No | No |
| 17836754 | INFORMATION VALIDATION APPLICATION | June 2022 | March 2024 | Abandon | 21 | 1 | 0 | No | No |
| 17744847 | METHOD FOR TRAINING INFORMATION RETRIEVAL MODEL BASED ON WEAK-SUPERVISION AND METHOD FOR PROVIDING SEARCH RESULT USING SUCH MODEL | May 2022 | December 2023 | Allow | 19 | 1 | 0 | No | No |
| 17663253 | AUTOMATED QUERY RETRY IN A DATABASE SYSTEM | May 2022 | November 2022 | Allow | 6 | 1 | 0 | No | No |
| 17742099 | Adaptable Internet-of-Things (IoT) Computing Systems and Methods for Improved Declarative Control of Streaming Data | May 2022 | November 2022 | Allow | 6 | 1 | 0 | Yes | No |
| 17739665 | SYSTEM AND METHOD FOR SERVICE SYNCHRONIZATION | May 2022 | September 2024 | Allow | 28 | 3 | 0 | No | No |
| 17661840 | ELASTIC DATA PARTITIONING OF A DATABASE | May 2022 | August 2023 | Allow | 15 | 1 | 0 | No | No |
| 17733779 | METHOD, SYSTEM, AND CIRCUIT FOR DEPLOYING FILE SYSTEM ON EMBEDDED MEMORY IN PROGRAMMABLE COMPUTING DEVICE | April 2022 | October 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17714986 | SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED DIGITAL CONTENT CLUSTERING, DIGITAL CONTENT THREAT DETECTION, AND DIGITAL CONTENT THREAT REMEDIATION IN MACHINE LEARNING-BASED DIGITAL THREAT MITIGATION PLATFORM | April 2022 | September 2022 | Allow | 5 | 1 | 0 | No | No |
| 17707338 | RECENT FILE SYNCHRONIZATION AND AGGREGATION METHODS AND SYSTEMS | March 2022 | October 2023 | Allow | 18 | 1 | 0 | No | No |
| 17695652 | CONTINUOUSLY RUN LOG BACKUP WITH MINIMAL CONFIGURATION AND RESOURCE USAGE FROM THE SOURCE MACHINE | March 2022 | July 2023 | Allow | 16 | 1 | 0 | No | No |
| 17680868 | RECENT FILE SYNCHRONIZATION AND AGGREGATION METHODS AND SYSTEMS | February 2022 | September 2023 | Allow | 18 | 1 | 0 | No | No |
| 17589571 | SYSTEMS, METHODS, AND PORTABLE DEVICES FOR UPDATING USER INFORMATION | January 2022 | November 2023 | Abandon | 21 | 1 | 0 | No | No |
| 17589460 | COMPUTER-BASED MANAGEMENT METHODS AND SYSTEMS | January 2022 | July 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17560999 | METHOD AND APPARATUS FOR COLLECTING AND MAINTAINING ROAD EVENT DATA | December 2021 | November 2024 | Allow | 34 | 2 | 0 | Yes | No |
| 17505168 | CONSERVING COMPUTER RESOURCES THROUGH QUERY TERMINATION | October 2021 | August 2025 | Abandon | 46 | 4 | 0 | No | No |
| 17496834 | METHOD AND APPARATUS FOR BLOCK PROPAGATION IN BLOCKCHAIN PLATFORM | October 2021 | March 2024 | Allow | 30 | 2 | 0 | No | No |
| 17450204 | STORAGE SYSTEM WORKLOAD SCHEDULING FOR DEDUPLICATION | October 2021 | February 2024 | Allow | 28 | 2 | 0 | No | No |
| 17476323 | METRIC PROCESSING FOR STREAMING MACHINE LEARNING APPLICATIONS | September 2021 | July 2024 | Allow | 34 | 3 | 0 | Yes | No |
| 17473322 | SYSTEMS, METHODS, AND COMPUTER READABLE MEDIA FOR MANAGING A HOSTS FILE | September 2021 | June 2023 | Allow | 21 | 1 | 0 | No | No |
| 17472008 | Adaptable Internet-of-Things (IoT) Computing Systems and Methods for Improved Declarative Control of Streaming Data | September 2021 | May 2022 | Allow | 8 | 1 | 0 | No | No |
| 17468393 | METHOD AND SYSTEM FOR MIGRATING CONTENT BETWEEN ENTERPRISE CONTENT MANAGEMENT SYSTEMS | September 2021 | May 2023 | Allow | 20 | 1 | 0 | No | No |
| 17461503 | DOCUMENT DIGITIZATION, TRANSFORMATION AND VALIDATION | August 2021 | October 2023 | Allow | 26 | 1 | 0 | Yes | No |
| 17431738 | INTELLIGENT SEARCH ENGINE | August 2021 | October 2023 | Abandon | 26 | 1 | 0 | No | No |
| 17399886 | RESOURCE VIEW DATA COLLECTION | August 2021 | July 2023 | Allow | 23 | 1 | 0 | No | No |
| 17398167 | DATABASE-LEVEL CONTAINER GROUP MANAGEMENT | August 2021 | July 2023 | Allow | 23 | 1 | 0 | No | No |
| 17380955 | ACCESSING A FILE SYSTEM USING TIERED DEDUPLICATION | July 2021 | October 2023 | Allow | 27 | 1 | 0 | No | No |
| 17359388 | RANKING SEARCH RESULTS USING HIERARCHICALLY ORGANIZED COEFFICIENTS FOR DETERMINING RELEVANCE | June 2021 | September 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17245435 | METHOD FOR TRAINING INFORMATION RETRIEVAL MODEL BASED ON WEAK-SUPERVISION AND METHOD FOR PROVIDING SEARCH RESULT USING SUCH MODEL | April 2021 | May 2022 | Abandon | 13 | 2 | 0 | No | No |
| 17226959 | METHOD FOR DETERMINING AMOUNT OF TIME SPENT ON A TASK AND ESTIMATING AMOUNT OF TIME REQUIRED TO COMPLETE THE TASK | April 2021 | October 2023 | Allow | 30 | 2 | 0 | Yes | No |
| 17217869 | ADVANCED DATA COLLECTION BLOCK IDENTIFICATION | March 2021 | July 2022 | Allow | 15 | 3 | 0 | Yes | No |
| 17213058 | METHOD AND APPARATUS FOR PROCESSING DATA | March 2021 | January 2024 | Abandon | 34 | 1 | 0 | No | No |
| 17204708 | FINE GRAINED MEMORY AND HEAP MANAGEMENT FOR SHARABLE ENTITIES ACROSS COORDINATING PARTICIPANTS IN DATABASE ENVIRONMENT | March 2021 | April 2023 | Allow | 25 | 1 | 0 | No | No |
| 17249531 | TUNING DATA PROTECTION POLICY AFTER FAILURES | March 2021 | July 2023 | Allow | 29 | 1 | 0 | No | No |
| 17180592 | SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED DIGITAL CONTENT CLUSTERING, DIGITAL CONTENT THREAT DETECTION, AND DIGITAL CONTENT THREAT REMEDIATION IN MACHINE LEARNING TASK-ORIENTED DIGITAL THREAT MITIGATION PLATFORM | February 2021 | January 2022 | Allow | 11 | 3 | 0 | No | No |
| 17170615 | SELF-CONFIGURING BUILDING MANAGEMENT SYSTEM | February 2021 | April 2024 | Allow | 38 | 8 | 0 | Yes | No |
| 17163386 | DATA SHARDS FOR DISTRIBUTED PROCESSING | January 2021 | October 2024 | Allow | 45 | 2 | 0 | No | No |
| 17154928 | HANDLING SYSTEM-CHARACTERISTICS DRIFT IN MACHINE LEARNING APPLICATIONS | January 2021 | December 2022 | Allow | 23 | 5 | 0 | No | No |
| 17148419 | REDUCING TRANSFER OF REDUNDANT DATA OBJECTS | January 2021 | July 2023 | Abandon | 30 | 1 | 0 | No | No |
| 17133948 | Decentralized Latent Semantic Index Using Distributed Average Consensus | December 2020 | May 2023 | Abandon | 29 | 1 | 0 | No | No |
| 17127887 | HYBRID SNAPSHOT OF A GLOBAL NAMESPACE | December 2020 | January 2024 | Allow | 37 | 3 | 0 | Yes | No |
| 17111757 | BATCH SCORING MODEL FAIRNESS | December 2020 | March 2024 | Allow | 40 | 1 | 0 | Yes | No |
| 17059246 | METHOD FOR GENERATING AND TRANSMITTING MARC DATA IN REAL TIME WHEN USER APPLIES FOR WISH BOOK, AND SYSTEM THEREFOR | November 2020 | April 2022 | Allow | 17 | 3 | 0 | Yes | No |
| 16950027 | NORMALIZING USER IDENTIFICATION ACROSS DISPARATE SYSTEMS | November 2020 | April 2023 | Allow | 29 | 2 | 0 | Yes | No |
| 17092655 | System And Method For Automatic Application Log Messages Grouping Using Logging Framework Code Instrumentation | November 2020 | July 2023 | Allow | 32 | 1 | 0 | No | No |
| 17084062 | METHODS AND DEVICES FOR FIXED EXTRAPOLATION ERROR DATA SIMPLIFICATION PROCESSES FOR TELEMATICS | October 2020 | October 2022 | Allow | 24 | 4 | 0 | No | Yes |
| 17030185 | DEVICE, METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM FOR WRITING IMAGE FILES INTO MEMORIES | September 2020 | September 2023 | Allow | 36 | 2 | 0 | No | No |
| 17007589 | DECOUPLING INTERNAL AND EXTERNAL TASKS IN A DATABASE ENVIRONMENT | August 2020 | April 2022 | Allow | 19 | 3 | 0 | Yes | Yes |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ALLEN, NICHOLAS E.
With a 63.0% 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, 51.7% 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 ALLEN, NICHOLAS E works in Art Unit 2154 and has examined 439 patent applications in our dataset. With an allowance rate of 78.1%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 36 months.
Examiner ALLEN, NICHOLAS E's allowance rate of 78.1% places them in the 46% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by ALLEN, NICHOLAS E receive 2.85 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 ALLEN, NICHOLAS E is 36 months. This places the examiner in the 35% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +14.3% benefit to allowance rate for applications examined by ALLEN, NICHOLAS E. This interview benefit is in the 53% 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, 24.5% of applications are subsequently allowed. This success rate is in the 36% 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 32.0% of cases where such amendments are filed. This entry rate is in the 47% 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, 36.4% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 35% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.
This examiner withdraws rejections or reopens prosecution in 63.5% of appeals filed. This is in the 42% percentile among all examiners. Of these withdrawals, 29.8% 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, 32.6% are granted (fully or in part). This grant rate is in the 20% 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 0.2% of allowed cases (in the 53% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).
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.