Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18885080 | DEVICE FOR TRANSFORMING A STRUCTURED DATA ARRAY CONTAINING INFORMATION OBJECTS OF A DIGITALIZED DOCUMENT | September 2024 | December 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18669838 | DATABASE MANAGEMENT STORAGE CONFIGURATION ADVISOR IN CLOUD COMPUTING ENVIRONMENT | May 2024 | February 2026 | Allow | 20 | 2 | 0 | No | No |
| 18668744 | Backing up a Load Control System | May 2024 | April 2025 | Allow | 10 | 0 | 0 | Yes | No |
| 18427404 | MULTI-PHASE FILE RECOVERY FROM CLOUD ENVIRONMENTS | January 2024 | July 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18535988 | WEB DOCUMENT ENHANCEMENT | December 2023 | June 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18330896 | GENERATIVE ARTIFICIAL INTELLIGENCE FOR GENERATING PREDICTED EFFECTS IN RESPONSE TO A SYNTHETIC STIMULUS | June 2023 | October 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18330985 | DATA ENRICHMENT USING GENERATIVE SERVICES FOR DATABASE SYSTEMS | June 2023 | March 2026 | Abandon | 33 | 4 | 0 | Yes | No |
| 18331053 | METHOD AND SYSTEM TO IDENTIFY PATTERNS IN RESOURCE MANAGEMENT OPERATIONS | June 2023 | May 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18328376 | METHOD AND SYSTEM FOR IMPLEMENTING A FAST DATASET SEARCH USING A COMPRESSED REPRESENTATION OF A PLURALITY OF DATASETS | June 2023 | January 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18311733 | PERFORMING UNITARY ITERATION AND INDEXED OPERATIONS | May 2023 | September 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18130419 | SYSTEM AND TECHNIQUES FOR TRAVERSING A DEPENDENCY GRAPH OR TREE STRUCTURE IN ONE STEP | April 2023 | February 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18181377 | CONTEXTUAL CONTENT DISTRIBUTION | March 2023 | February 2026 | Abandon | 35 | 4 | 0 | Yes | No |
| 18115764 | METHOD AND APPARATUS FOR IMPROVING GENERATION OF COMPUTERIZED GROUPINGS | February 2023 | September 2023 | Allow | 7 | 0 | 0 | Yes | No |
| 18115461 | Anonymizing User Location Data in a Location-Based Application | February 2023 | December 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 18109133 | VIRTUAL RESEARCH PLATFORM | February 2023 | November 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 18097875 | TERMINAL AND METHOD FOR STORING AND PARSING LOG DATA | January 2023 | February 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18097960 | SQL Primitives for Hyperscale Python Machine Learning Model Orchestration | January 2023 | October 2024 | Allow | 21 | 2 | 0 | Yes | Yes |
| 18090774 | METHOD AND SYSTEM FOR PROCESSING A DOCUMENT AND VALIDATING DATA INTEGRITY AND RELIABILITY OF DOCUMENT PROCESSING RESULTS | December 2022 | February 2025 | Allow | 26 | 6 | 0 | Yes | No |
| 17978193 | INPUT VALIDATION USING MATHEMATICAL EXPRESSIONS | October 2022 | February 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 17972050 | USING CONTENT IDENTIFICATION AS CONTEXT FOR SEARCH | October 2022 | November 2023 | Allow | 13 | 2 | 0 | No | No |
| 17963098 | Backing up a Load Control System | October 2022 | April 2023 | Allow | 6 | 0 | 0 | Yes | No |
| 17936454 | Computer Memory Management With Efficient Index Access | September 2022 | October 2025 | Abandon | 37 | 4 | 0 | Yes | No |
| 17933761 | SHARING OF UNSTRUCTURED DATA IN STAGES | September 2022 | June 2025 | Abandon | 32 | 5 | 0 | No | No |
| 17908664 | DATABASE RELATIONSHIP DISCOVERY | September 2022 | February 2026 | Abandon | 41 | 4 | 0 | No | No |
| 17901628 | COMMUNITY GENERATION BASED ON A COMMON SET OF ATTRIBUTES | September 2022 | October 2024 | Allow | 26 | 2 | 0 | Yes | Yes |
| 17892794 | EVOLUTION OF COMMUNITIES DERIVED FROM ACCESS PATTERNS | August 2022 | April 2025 | Allow | 31 | 3 | 0 | Yes | No |
| 17817806 | BUILDING AND USING A SPARSE TIME SERIES DATABASE (TSDB) | August 2022 | August 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17874751 | ANOMALY AND OUTLIER EXPLANATION GENERATION FOR DATA INGESTED TO A DATA INTAKE AND QUERY SYSTEM | July 2022 | February 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 17872655 | CLUSTER AWARE RESTORES | July 2022 | June 2025 | Abandon | 34 | 4 | 0 | No | No |
| 17867886 | RANKING GRAPH ELEMENTS BASED ON NODE PROPERTY CRITERIA | July 2022 | November 2025 | Allow | 39 | 5 | 0 | Yes | No |
| 17851513 | SYSTEMS AND METHODS FOR DOCUMENT ANALYSIS TO PRODUCE, CONSUME AND ANALYZE CONTENT-BY-EXAMPLE LOGS FOR DOCUMENTS | June 2022 | June 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17851546 | METHOD TO TRACK AND CLONE DATA ARTIFACTS ASSOCIATED WITH DISTRIBUTED DATA PROCESSING PIPELINES | June 2022 | February 2025 | Allow | 32 | 3 | 0 | Yes | No |
| 17842444 | BROWSER-BASED AGGREGATION | June 2022 | November 2024 | Allow | 29 | 4 | 0 | Yes | Yes |
| 17830120 | WEB DOCUMENT ENHANCEMENT | June 2022 | October 2023 | Allow | 17 | 2 | 0 | Yes | No |
| 17751579 | PRIORITIZING CONTENT ITEM SYNCHRONIZATION BASED ON SHARING | May 2022 | December 2025 | Allow | 43 | 4 | 0 | Yes | Yes |
| 17745781 | VIRTUAL RESEARCH PLATFORM | May 2022 | October 2022 | Allow | 5 | 0 | 0 | Yes | No |
| 17663367 | Information Extraction for Unstructured Text Documents | May 2022 | March 2025 | Allow | 34 | 4 | 0 | Yes | No |
| 17733288 | Artificial Intelligence Assisted Reviewer Recommender | April 2022 | August 2025 | Abandon | 39 | 3 | 0 | Yes | No |
| 17732118 | BACKUP DATA CONSOLIDATION | April 2022 | August 2025 | Allow | 39 | 5 | 0 | Yes | No |
| 17732373 | FILE SYSTEM | April 2022 | July 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17731073 | MULTI-PHASE FILE RECOVERY FROM CLOUD ENVIRONMENTS | April 2022 | November 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17658133 | SYSTEMS AND METHODS FOR RACE FREE AND EFFICIENT SEGMENT CLEANING IN A LOG STRUCTURED FILE SYSTEM USING A B+ TREE METADATA STORE | April 2022 | November 2024 | Abandon | 31 | 2 | 0 | No | No |
| 17711608 | Constraint Data Statistics | April 2022 | April 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17703085 | BLOCKCHAIN DATA ARCHIVING METHOD, APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM | March 2022 | May 2024 | Allow | 26 | 1 | 0 | Yes | No |
| 17648514 | DATA CONFIDENCE FABRIC VIEW MODELS | January 2022 | November 2025 | Abandon | 46 | 6 | 0 | No | No |
| 17532040 | SYSTEM AND METHOD FOR DISTRIBUTED, CO-LOCATED, AND SELF-ORGANIZING DATA STORAGE AND CLUSTER COMPUTATION FRAMEWORK FOR BATCH ALGORITHMS ON BIG DATASETS | November 2021 | February 2024 | Abandon | 27 | 2 | 0 | Yes | No |
| 17528607 | METHOD AND SYSTEM FOR IMPLEMENTING A FAST DATASET SEARCH USING A COMPRESSED REPRESENTATION OF A PLURALITY OF DATASETS | November 2021 | March 2023 | Allow | 16 | 1 | 0 | Yes | No |
| 17524431 | FAULT TOLERANT SYSTEM FOR TRANSMITTING DISTRIBUTED DATA AND DYNAMIC RESOURCE ADJUSTMENT METHOD THEREOF | November 2021 | August 2024 | Abandon | 33 | 1 | 0 | No | No |
| 17452331 | TRANSPORT OF MASTER DATA DEPENDENT CUSTOMIZATIONS | October 2021 | September 2024 | Allow | 35 | 2 | 0 | Yes | No |
| 17506315 | DATA CLUSTERING USING ANALYSIS OF MULTIPLE ENCODING TECHNIQUES | October 2021 | November 2023 | Allow | 25 | 2 | 0 | Yes | No |
| 17504173 | MODIFYING QUERY IN DISCOURSE CONTEXT | October 2021 | July 2024 | Allow | 33 | 5 | 0 | Yes | No |
| 17499983 | AUTOMATIC QUERY OPTIMIZATION FOR CONTROLLED DATA ACCESS | October 2021 | January 2026 | Abandon | 51 | 4 | 0 | Yes | No |
| 17450428 | METHODS, SYSTEMS, AND COMPUTER PROGRAM PRODUCTS FOR EFFICIENTLY ACCESSING AN ORDERED SEQUENCE IN A CLUSTERED DATABASE ENVIRONMENT | October 2021 | March 2026 | Allow | 53 | 8 | 0 | Yes | No |
| 17493131 | GENERATING AND CONTROLLING AN ELASTICALLY SCALABLE STAMP DATA STRUCTURE FOR STORING DATA | October 2021 | June 2023 | Allow | 21 | 2 | 0 | Yes | Yes |
| 17493450 | MULTI-CHANNEL SPATIAL POSITIONING SYSTEM | October 2021 | June 2025 | Allow | 44 | 3 | 0 | Yes | No |
| 17448882 | Database Index Modification | September 2021 | February 2023 | Allow | 16 | 2 | 0 | Yes | No |
| 17448489 | SEARCH ARCHITECTURE FOR HIERARCHICAL DATA USING METADATA DEFINED RELATIONSHIPS | September 2021 | April 2024 | Allow | 31 | 2 | 0 | Yes | Yes |
| 17401222 | QUERY-AS-A-SERVICE SYSTEM THAT PROVIDES QUERY-RESULT DATA TO REMOTE CLIENTS | August 2021 | June 2023 | Allow | 22 | 2 | 0 | Yes | No |
| 17394800 | Method for Querying Long-Form Speech | August 2021 | August 2023 | Allow | 25 | 2 | 0 | Yes | No |
| 17444173 | LOAD BALANCING, FAILOVER, AND RELIABLE DELIVERY OF DATA IN A DATA INTAKE AND QUERY SYSTEM | July 2021 | June 2023 | Allow | 23 | 2 | 0 | Yes | No |
| 17390627 | SYSTEMS AND METHODS OF DISTRIBUTED PROCESSING | July 2021 | June 2023 | Allow | 23 | 2 | 0 | Yes | Yes |
| 17389630 | DATA STORAGE USING VECTORS OF VECTORS | July 2021 | August 2023 | Allow | 25 | 2 | 0 | Yes | No |
| 17389525 | DATA STORAGE USING VECTORS OF VECTORS | July 2021 | August 2023 | Allow | 25 | 2 | 0 | Yes | No |
| 17443341 | MAPPING OF HETEROGENEOUS DATA AS MATCHING FIELDS | July 2021 | May 2024 | Allow | 34 | 4 | 0 | Yes | No |
| 17367791 | Blockchain Generation Apparatus, Blockchain Verification Apparatus, and Program | July 2021 | March 2023 | Allow | 20 | 2 | 0 | Yes | No |
| 17348097 | REDUCING DATA LOSS IN REMOTE DATABASES | June 2021 | January 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17344483 | HIERARCHICAL STRUCTURED DATA ORGANIZATION SYSTEM | June 2021 | August 2023 | Abandon | 26 | 2 | 0 | No | No |
| 17325105 | SEAMLESS MIGRATION OF STUBS AND DATA BETWEEN DIFFERENT FILER TYPES | May 2021 | July 2023 | Abandon | 26 | 2 | 0 | No | No |
| 17232821 | AGGREGATION OPERATOR OPTIMIZATION DURING QUERY RUNTIME | April 2021 | April 2022 | Allow | 12 | 3 | 0 | Yes | No |
| 17181092 | MANAGING DATA HIDDEN BY USERSPACE FILESYSTEM | February 2021 | October 2022 | Allow | 20 | 1 | 0 | Yes | No |
| 17163220 | INTELLIGENT SEARCH-TIME DETERMINATION AND USAGE OF FIELDS EXTRACTED AT INDEX-TIME | January 2021 | March 2024 | Allow | 37 | 4 | 0 | Yes | No |
| 17143424 | MEDIUM FOR REVISION | January 2021 | June 2023 | Abandon | 29 | 2 | 0 | No | No |
| 17142871 | GRAPH-BASED DATA PRIVACY COMPLIANCE SOLUTION | January 2021 | May 2024 | Allow | 40 | 4 | 0 | Yes | No |
| 17131941 | SELECTIVITY COMPUTATION FOR FILTERING BASED ON METADATA | December 2020 | June 2023 | Allow | 29 | 3 | 0 | Yes | No |
| 17126822 | RECOMMENDING DOMAINS FROM FREE TEXT | December 2020 | April 2025 | Allow | 52 | 6 | 0 | Yes | Yes |
| 17104005 | EFFICIENT SPATIAL INDEXING | November 2020 | January 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17077207 | SIGNALING AND RESOLUTION MODEL FOR MULTI-LEVEL SESSION-BASED DESCRIPTION DESCRIPTORS | October 2020 | September 2023 | Allow | 35 | 4 | 0 | Yes | No |
| 17072366 | NOVEL, HIERARCHICAL AND SEMANTIC KNOWLEDGE STORAGE AND QUERY SOLUTION BASED ON INVERTED INDEXES | October 2020 | December 2022 | Abandon | 26 | 1 | 0 | No | No |
| 17071074 | CANONICAL MODEL FOR PRODUCT DEVELOPMENT | October 2020 | January 2023 | Allow | 27 | 1 | 0 | Yes | No |
| 16976368 | PERFORMING UNITARY ITERATION AND INDEXED OPERATIONS | August 2020 | January 2023 | Allow | 29 | 2 | 0 | Yes | No |
| 16992096 | INTERACTIVE CONTINUOUS IN-DEVICE TRANSACTION PROCESSING USING KEY-VALUE (KV) SOLID STATE DRIVES (SSDS) | August 2020 | October 2023 | Abandon | 38 | 4 | 0 | Yes | No |
| 16968968 | NETWORK DATA GENERATOR, NETWORK DATA GENERATION METHOD, AND PROGRAM | August 2020 | October 2023 | Allow | 38 | 2 | 0 | No | No |
| 16939750 | FRAMEWORK FOR PROVIDING INTERMEDIATE AGGREGATION OPERATORS IN A QUERY PLAN | July 2020 | December 2022 | Allow | 28 | 6 | 0 | Yes | No |
| 16917468 | KNOWLEDGE-INTENSIVE DATA PROCESSING SYSTEM | June 2020 | April 2022 | Allow | 22 | 1 | 0 | Yes | No |
| 16915830 | DIFFERENT TYPES OF INDEX STRUCTURES FOR STORING DATABASE DATA IN A REPLICA GROUP | June 2020 | August 2024 | Allow | 50 | 6 | 0 | Yes | No |
| 16956482 | METHOD FOR REDUCING THE COMPUTING TIME OF A DATA PROCESSING UNIT | June 2020 | November 2023 | Allow | 41 | 4 | 0 | Yes | No |
| 16905813 | TECHNIQUES FOR GENERATING A CONSISTENT VIEW OF AN EVENTUALLY CONSISTENT DATABASE | June 2020 | September 2024 | Allow | 51 | 6 | 0 | Yes | No |
| 16893658 | SYSTEM FOR IMPLEMENTING COGNITIVE SELF-HEALING IN KNOWLEDGE-BASED DEEP LEARNING MODELS | June 2020 | March 2022 | Allow | 21 | 1 | 0 | Yes | No |
| 16882593 | MULTI-NODE STORAGE SYSTEM AND METHOD DATA DE-DUPLICATION METHOD FOR THE SAME | May 2020 | January 2024 | Allow | 43 | 4 | 0 | Yes | No |
| 16879629 | AMENDMENTS FOR TRANSACTIONAL INDEX | May 2020 | August 2023 | Allow | 39 | 4 | 0 | Yes | No |
| 16875155 | OPTIMIZING INCREMENTAL BACKUP FOR CLIENTS IN A DEDUPE CLUSTER TO PROVIDE FASTER BACKUP WINDOWS WITH HIGH DEDUPE AND MINIMAL OVERHEAD | May 2020 | August 2022 | Allow | 27 | 2 | 0 | Yes | No |
| 16857817 | PIPELINE LEVEL OPTIMIZATION OF AGGREGATION OPERATORS IN A QUERY PLAN DURING RUNTIME | April 2020 | January 2021 | Allow | 9 | 2 | 0 | Yes | No |
| 16805434 | GARBAGE COLLECTION ASSISTED DEDUPLICATION IN A LOG STRUCTURED FILE SYSTEM | February 2020 | March 2022 | Allow | 24 | 1 | 0 | Yes | No |
| 16799292 | Image and Text Data Hierarchical Classifiers | February 2020 | July 2023 | Allow | 40 | 4 | 0 | Yes | Yes |
| 16779321 | Updating a Multi-Tenant Database Concurrent with Tenant Cloning | January 2020 | April 2023 | Allow | 38 | 4 | 0 | Yes | No |
| 16779460 | ANOMALY AND OUTLIER EXPLANATION GENERATION FOR DATA INGESTED TO A DATA INTAKE AND QUERY SYSTEM | January 2020 | February 2022 | Allow | 25 | 1 | 0 | Yes | No |
| 16733553 | COGNITIVE SYNCHRONIZATION OF DIGITAL FILES | January 2020 | April 2022 | Allow | 28 | 1 | 0 | Yes | No |
| 16719887 | SYSTEM AND METHOD FOR ACTING ON POTENTIALLY INCOMPLETE DATA | December 2019 | July 2022 | Abandon | 31 | 1 | 0 | No | No |
| 16716993 | Method for physical system anomaly detection | December 2019 | May 2024 | Allow | 53 | 4 | 0 | Yes | No |
| 16696978 | VIRTUAL RESEARCH PLATFORM | November 2019 | January 2022 | Allow | 26 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LIN, ALLEN S.
With a 58.3% 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, 52.2% 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 LIN, ALLEN S works in Art Unit 2153 and has examined 193 patent applications in our dataset. With an allowance rate of 66.8%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 42 months.
Examiner LIN, ALLEN S's allowance rate of 66.8% places them in the 28% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by LIN, ALLEN S receive 3.53 office actions before reaching final disposition. This places the examiner in the 94% 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 LIN, ALLEN S is 42 months. This places the examiner in the 18% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +58.1% benefit to allowance rate for applications examined by LIN, ALLEN S. This interview benefit is in the 96% 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, 21.2% of applications are subsequently allowed. This success rate is in the 24% 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 6.5% of cases where such amendments are filed. This entry rate is in the 7% 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, 53.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 47% 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 58.6% of appeals filed. This is in the 33% percentile among all examiners. Of these withdrawals, 23.5% 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, 59.3% are granted (fully or in part). This grant rate is in the 63% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.
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.