Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19191300 | SENSITIVE DATA DISCOVERY FOR DATABASES | April 2025 | October 2025 | Allow | 6 | 0 | 0 | No | No |
| 18985397 | UPDATE AND QUERY OF A LARGE COLLECTION OF FILES THAT REPRESENT A SINGLE DATASET STORED ON A BLOB STORE | December 2024 | December 2025 | Allow | 12 | 1 | 0 | No | No |
| 18976731 | Error Prediction Using Database Validation Rules and Machine Learning | December 2024 | January 2026 | Allow | 14 | 1 | 0 | No | No |
| 18916493 | Method, apparatus and computer program product for combining output responses corresponding to a plurality of matching user requests in a system that validates transactions | October 2024 | June 2025 | Allow | 8 | 0 | 0 | No | No |
| 18915272 | Content Similarity Detection (CSD) computing platform and service | October 2024 | May 2025 | Allow | 7 | 1 | 0 | No | No |
| 18886727 | METHOD AND SYSTEM FOR OPERATING LOW LATENCY DATA STORE | September 2024 | October 2025 | Allow | 13 | 1 | 0 | No | No |
| 18885179 | Metadata Change Triggers | September 2024 | September 2025 | Allow | 12 | 1 | 0 | No | No |
| 18825954 | AUTOMATICAL GENERATION AND MAINTENANCE OF DATA CARDS FOR DATASETS | September 2024 | January 2026 | Allow | 16 | 2 | 0 | Yes | No |
| 18794974 | TRANSACTIONALLY CONSISTENT DATABASE EXPORTS | August 2024 | August 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18746590 | ENSURING AVAILABILITY AND INTEGRITY OF A DATABASE ACROSS GEOGRAPHICAL REGIONS | June 2024 | May 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18685166 | DATA PROCESSING METHOD FOR DISTRIBUTED DATABASE, ELECTRONIC DEVICE, AND MACHINE READABLE MEDIUM | February 2024 | June 2025 | Allow | 16 | 2 | 0 | No | No |
| 18440724 | INDEXING AND RELAYING DATA TO HOT STORAGE | February 2024 | July 2025 | Allow | 18 | 3 | 0 | Yes | No |
| 18529648 | MAIN PATH ANALYSIS | December 2023 | November 2024 | Abandon | 11 | 2 | 0 | No | No |
| 18566726 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM | December 2023 | June 2025 | Abandon | 19 | 2 | 0 | No | No |
| 18518908 | PREDICTING A FUTURE WORKLOAD FOR SCALING DATABASE PROCESSING RESOURCES FOR SATISFYING A PERFORMANCE OBJECTIVE | November 2023 | September 2025 | Allow | 22 | 1 | 0 | No | No |
| 18509455 | Determining a coding scheme for a partition of a data set | November 2023 | June 2024 | Allow | 7 | 0 | 0 | No | No |
| 18509522 | DATA REPLICA CHANGE ANALYSIS | November 2023 | April 2025 | Allow | 17 | 0 | 0 | No | No |
| 18507299 | HYBRID COST MODEL FOR EVALUATING QUERY EXECUTION PLANS | November 2023 | September 2025 | Allow | 22 | 1 | 0 | No | No |
| 18499467 | UTILIZING ASYNCHRONOUS DOUBLE-WRITES TO MIGRATE DATA BETWEEN DATABASES | November 2023 | September 2024 | Allow | 11 | 0 | 0 | No | No |
| 18489405 | SYSTEMS AND METHODS FOR INTERFACE GENERATION USING EXPLORE AND EXPLOIT STRATEGIES | October 2023 | January 2026 | Allow | 27 | 2 | 0 | Yes | No |
| 18481942 | Method, apparatus, and article of manufacture for combining output responses corresponding to a plurality of matching user requests | October 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18480295 | Multi-Tenant Transactional Outbox Pattern For Event Publishing | October 2023 | June 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18458425 | PROCESSING FUNCTIONALITY TO STORE SPARSE FEATURE SETS | August 2023 | September 2024 | Allow | 12 | 1 | 0 | No | No |
| 18458395 | SYSTEM AND METHOD FOR ENRICHMENT OF STORED DATA | August 2023 | March 2025 | Allow | 18 | 3 | 0 | Yes | No |
| 18236516 | UPDATE AND QUERY OF A LARGE COLLECTION OF FILES THAT REPRESENT A SINGLE DATASET STORED ON A BLOB STORE | August 2023 | August 2024 | Allow | 12 | 1 | 0 | No | No |
| 18230903 | Data Transformation System | August 2023 | November 2024 | Allow | 16 | 4 | 0 | No | No |
| 18366585 | Template-Based Generation of Synthetic Data Sets | August 2023 | October 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18349458 | DATABASE OBSERVATION SYSTEM | July 2023 | June 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18219510 | RAW/SANITIZED DATA MODELING | July 2023 | March 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18340040 | MOBILE COMPUTING NETWORK QUERIED CONTENT CAPTURE | June 2023 | September 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18211185 | CUSTOM REPLACEMENT OF FUNCTIONS WITH INVERSE FUNCTIONS FOR IMPROVED QUERY PERFORMANCE | June 2023 | May 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18327340 | LABEL PROPAGATION IN A DISTRIBUTED SYSTEM | June 2023 | October 2024 | Allow | 16 | 2 | 0 | No | No |
| 18196899 | USER EQUIPMENT FOR FLASHBACK OF DATABASE AND OPERATING METHOD THEREFOR | May 2023 | October 2024 | Abandon | 17 | 1 | 0 | No | No |
| 18314350 | ENSURING AVAILABILITY AND INTEGRITY OF A DATABASE ACROSS GEOGRAPHICAL REGIONS | May 2023 | March 2024 | Allow | 10 | 1 | 0 | No | No |
| 18312497 | METHOD AND APPARATUS FOR COMBINING RESPONSES TO A PLURALITY OF USER REQUESTS IN A SYSTEM THAT VALIDATES TRANSACTIONS | May 2023 | August 2023 | Allow | 4 | 1 | 0 | No | No |
| 18142741 | METHOD AND SYSTEM FOR PROVIDING DATABASE MANAGEMENT AS A SERVICE | May 2023 | June 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18307272 | CREATING DATA WAREHOUSE VIEWS FOR INPUT TABLES | April 2023 | October 2025 | Allow | 30 | 4 | 0 | Yes | No |
| 18138492 | INDEXING AND RELAYING DATA TO HOT STORAGE | April 2023 | November 2023 | Allow | 6 | 0 | 0 | No | No |
| 18117284 | MESSAGE PLATFORM FOR AUTONOMOUS ENTITIES | March 2023 | December 2024 | Allow | 22 | 2 | 0 | Yes | No |
| 18115827 | PRE-FETCH ENGINE WITH DATA EXPIRATION FUNCTIONALITY FOR MESH DATA NETWORK | March 2023 | March 2025 | Allow | 24 | 1 | 0 | No | No |
| 18173431 | EXPLAINABLE ANOMALY DETECTION FOR CATEGORICAL SENSOR DATA | February 2023 | April 2025 | Abandon | 25 | 1 | 0 | No | No |
| 18108766 | ENGINEERING A PHYSICAL SYSTEM INVOLVING ENHANCED CONSISTENCY OF ENGINEERING-RELATED INFORMATION | February 2023 | March 2026 | Abandon | 37 | 2 | 0 | No | No |
| 18166326 | GENERATING SEARCH RESULTS BASED ON INTERMEDIATE SUMMARIES | February 2023 | October 2023 | Allow | 8 | 1 | 0 | No | No |
| 18162522 | FEATURE SETS USING SEMI-STRUCTURED DATA STORAGE | January 2023 | June 2023 | Allow | 4 | 1 | 0 | No | No |
| 18160802 | ACCESSING LISTINGS IN A DATA EXCHANGE | January 2023 | May 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18156362 | UPDATING A LOG STRUCTURED MERGED TREE | January 2023 | August 2025 | Abandon | 31 | 2 | 0 | No | Yes |
| 18004869 | CITATION DOCUMENT UPDATES BASED ON ASSOCIATED DOCUMENT MODIFICATION | January 2023 | August 2024 | Allow | 19 | 2 | 0 | No | No |
| 18149216 | SYSTEM AND METHOD TO IDENTIFY DATA FLOWS AND DATA MAPPINGS ACROSS SYSTEMS | January 2023 | May 2023 | Allow | 4 | 0 | 0 | No | No |
| 18082559 | SECURE QUERY PROCESSING | December 2022 | June 2025 | Allow | 30 | 2 | 0 | Yes | No |
| 18062544 | EFFICIENT AUTOMATIC WEB SCRAPING SYSTEMS AND METHODS | December 2022 | February 2024 | Allow | 14 | 3 | 0 | Yes | No |
| 17986299 | Methods and Systems for Determining a Query Response using a Computing Platform in a Domain of Beauty or Cosmetic Industry | November 2022 | November 2024 | Allow | 24 | 1 | 0 | No | No |
| 17984198 | Metadata Management through Blockchain Technology | November 2022 | August 2024 | Abandon | 21 | 2 | 0 | Yes | Yes |
| 18053553 | DATA INTEGRITY VALIDATION USING DIVERSIFIED QUERIES ACROSS MULTIPLE SOURCES, INTERFACES, AND NETWORKS | November 2022 | April 2025 | Allow | 30 | 3 | 0 | No | No |
| 18049410 | GENERATING AND MORPHING A COLLECTION OF DATABASES THAT COLLECTIVELY HAS DESIRED DEDUPABILITY, COMPRESSION, CLUSTERING AND COMMONALITY | October 2022 | September 2024 | Allow | 23 | 1 | 0 | No | No |
| 17964233 | DECISION-MAKING METHOD FOR AGENT ACTION AND RELATED DEVICE | October 2022 | January 2026 | Allow | 39 | 2 | 0 | No | No |
| 17931588 | QUERY OPTIMIZATION USING REINFORCEMENT LEARNING | September 2022 | November 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17823132 | CONFIGURING PARALLELISM PARAMETERS FOR INVOCATION OF EXTERNAL TABLE FUNCTIONS | August 2022 | March 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 17899160 | STORING FEATURE SETS USING SEMI-STRUCTURED DATA STORAGE | August 2022 | November 2022 | Allow | 3 | 0 | 0 | No | No |
| 17795905 | MULTIPLE VERSION DATA CLUSTER ETL PROCESSING | July 2022 | September 2023 | Allow | 13 | 0 | 0 | No | No |
| 17813219 | AUTOMATIC SUB-CLUSTER SELECTION ALGORITHM FOR THE HIERARCHICAL CLUSTERING OF FILE OBJECTS | July 2022 | September 2024 | Allow | 26 | 3 | 0 | No | No |
| 17805426 | CONTROL SERVICE FOR DATA MANAGEMENT | June 2022 | November 2024 | Allow | 30 | 3 | 0 | Yes | No |
| 17660653 | REMEDIATING DATASET ISSUES IDENTIFIED IN A MACHINE LEARNING CHANGE MANAGEMENT ARCHITECTURE | April 2022 | October 2024 | Allow | 29 | 7 | 0 | Yes | No |
| 17659750 | MACHINE LEARNING ON SEARCH SESSIONS TO PROVIDE INTELLIGENT SEARCH RESULTS | April 2022 | October 2023 | Allow | 17 | 0 | 0 | No | No |
| 17705848 | TRANSACTIONALLY CONSISTENT DATABASE EXPORTS | March 2022 | May 2024 | Allow | 26 | 0 | 0 | No | No |
| 17705174 | SENSITIVE DATA DISCOVERY FOR DATABASES | March 2022 | January 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17697207 | MULTI-PARTY TRANSACTIONS IN A COMPUTERIZED DATABASE | March 2022 | December 2023 | Allow | 21 | 2 | 0 | No | No |
| 17695411 | UPDATE AND QUERY OF A LARGE COLLECTION OF FILES THAT REPRESENT A SINGLE DATASET STORED ON A BLOB STORE | March 2022 | May 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17680702 | PRODUCING EXTRACT-TRANSFORM-LOAD (ETL) ADAPTERS FOR PROGRAMMED MODELS DESIGNED TO PREDICT PERFORMANCE IN ECONOMIC SCENARIOS | February 2022 | October 2024 | Abandon | 32 | 1 | 0 | No | No |
| 17635259 | IDEATION PLATFORM DEVICE AND METHOD USING DIAGRAM | February 2022 | November 2025 | Allow | 45 | 3 | 0 | No | No |
| 17650933 | LABEL PROPAGATION IN A DISTRIBUTED SYSTEM | February 2022 | February 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17649700 | DATA AGGREGATION SYSTEM | February 2022 | August 2023 | Allow | 19 | 2 | 0 | Yes | No |
| 17573321 | ERROR PREDICTION USING DATABASE VALIDATION RULES AND MACHINE LEARNING | January 2022 | August 2024 | Allow | 32 | 1 | 0 | Yes | No |
| 17568903 | COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM FOR GENERATING PARTIAL DATA LINEAGE, METHOD OF GENERATING PARTIAL DATA LINEAGE, AND INFORMATION PROCESSING DEVICE FOR GENERATING PARTIAL DATA LINEAGE | January 2022 | July 2023 | Allow | 18 | 1 | 0 | No | No |
| 17566014 | DATABASE ANOMALY DETECTION | December 2021 | January 2024 | Allow | 25 | 2 | 0 | Yes | No |
| 17565090 | PROVIDING INFORMATION ASSOCIATED WITH A CONTENT BASED ON CONTEXT | December 2021 | January 2026 | Allow | 48 | 4 | 0 | Yes | No |
| 17646200 | PARTITIONING TO SUPPORT INVOCATION OF EXTERNAL TABLE FUNCTIONS ON MULTIPLE BATCHES OF INPUT ROWS | December 2021 | June 2022 | Allow | 6 | 1 | 0 | Yes | No |
| 17556631 | DELETING RELATED DATA DISTRIBUTED ACROSS APPLICATIONS | December 2021 | July 2024 | Allow | 31 | 1 | 0 | No | No |
| 17556342 | INTERNET OF THINGS DATA SLICING BASED ON INFORMATION CENTRIC NETWORKING | December 2021 | February 2024 | Abandon | 25 | 2 | 0 | No | No |
| 17549941 | High performance distributed system of record with ledger configuration system | December 2021 | March 2025 | Allow | 39 | 2 | 0 | No | No |
| 17542148 | INTERACTIVE LINEAGE ANALYZER FOR DATA ASSETS | December 2021 | February 2023 | Allow | 14 | 1 | 0 | No | No |
| 17457247 | Online Updates to Schema Information in Multi-Tenant Database System | December 2021 | April 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17534660 | Detection of Coactively Linked Topological Structures in Networks and Databases | November 2021 | October 2023 | Allow | 23 | 1 | 0 | No | No |
| 17532250 | ELECTRONIC DEVICE, CONTENTS SEARCHING SYSTEM AND SEARCHING METHOD THEREOF | November 2021 | June 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17455261 | MANAGING DATA OBJECTS FOR GRAPH-BASED DATA STRUCTURES | November 2021 | January 2023 | Allow | 14 | 1 | 0 | No | No |
| 17527682 | STORING DATA ITEMS AND IDENTIFYING STORED DATA ITEMS | November 2021 | December 2022 | Allow | 13 | 1 | 0 | Yes | No |
| 17527430 | SEGMENTING A PARTITION OF A DATA SET BASED ON A DATA STORAGE CODING SCHEME | November 2021 | September 2023 | Allow | 22 | 2 | 0 | Yes | No |
| 17454232 | EVENT DRIVEN DATA HEALTH MONITORING | November 2021 | December 2023 | Allow | 25 | 1 | 0 | Yes | No |
| 17518407 | INDEXING AND RELAYING DATA TO HOT STORAGE | November 2021 | January 2023 | Allow | 15 | 1 | 0 | No | No |
| 17517178 | SYNTHESIZING FULLY HYDRATED CLOUD SNAPSHOTS | November 2021 | January 2024 | Allow | 26 | 4 | 0 | No | No |
| 17452380 | UPDATING OF DATA STRUCTURES | October 2021 | March 2025 | Abandon | 41 | 4 | 0 | Yes | No |
| 17503560 | DATA SYNCHRONIZATION IN CLOUD PLATFORMS WITHOUT DATABASE LOCKING | October 2021 | September 2023 | Allow | 23 | 1 | 0 | No | No |
| 17491198 | ADDING HIERARCHY OF OBJECTS WHEN INGESTING AND NORMALIZING DATA FROM HETEROGENEOUS DATA SOURCES | September 2021 | June 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17448748 | VERSION CONTROL AND CONFLICT RESOLUTION IN A DATASTORE USING A HIERARCHICAL LOG | September 2021 | December 2023 | Allow | 27 | 1 | 0 | Yes | No |
| 17483636 | Core Reconciliation System with Cross-Platform Data Aggregation and Validation | September 2021 | October 2023 | Allow | 25 | 5 | 0 | Yes | No |
| 17480838 | DETECTION OF OBJECT REDEPLOYMENT DEPENDENCIES ACROSS CONTAINER BOUNDARIES | September 2021 | March 2024 | Allow | 30 | 2 | 0 | No | No |
| 17480412 | RULE-BASED SYSTEMS AND METHODS FOR CUSTOMIZING COMPLEX BUSINESS SOLUTIONS | September 2021 | October 2025 | Allow | 49 | 3 | 0 | No | No |
| 17475927 | NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR STORING INFORMATION PROCESSING PROGRAM TO REDUCE RESTORATION TIME OF RowID HYDRA, INFORMATION PROCESSING METHOD TO REDUCE RESTORATION TIME OF RowID, AND INFORMATION PROCESSING APPARATUS TO REDUCE RESTORATION TIME OF RowID HYDRA | September 2021 | August 2023 | Allow | 23 | 2 | 0 | No | No |
| 17473525 | AUTOMATIC DERIVATION OF SHARD KEY VALUES AND TRANSPARENT MULTI-SHARD TRANSACTION AND QUERY SUPPORT | September 2021 | February 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17462938 | DATA CONSISTENCY MECHANISM FOR HYBRID DATA PROCESSING | August 2021 | July 2023 | Allow | 23 | 1 | 0 | No | No |
| 17462231 | MAINTAINING ONGOING TRANSACTION INFORMATION OF A DATABASE SYSTEM IN AN EXTERNAL DATA STORE FOR PROCESSING UNSAVED TRANSACTIONS IN RESPONSE TO DESIGNATED EVENTS | August 2021 | February 2024 | Allow | 29 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner WALDRON, SCOTT A.
With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
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, 22.2% 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 face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner WALDRON, SCOTT A works in Art Unit 2152 and has examined 164 patent applications in our dataset. With an allowance rate of 90.2%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 29 months.
Examiner WALDRON, SCOTT A's allowance rate of 90.2% places them in the 73% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by WALDRON, SCOTT A receive 1.97 office actions before reaching final disposition. This places the examiner in the 49% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.
The median time to disposition (half-life) for applications examined by WALDRON, SCOTT A is 29 months. This places the examiner in the 63% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +9.0% benefit to allowance rate for applications examined by WALDRON, SCOTT A. This interview benefit is in the 40% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 32.7% of applications are subsequently allowed. This success rate is in the 69% 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 38.2% of cases where such amendments are filed. This entry rate is in the 58% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.
When applicants request a pre-appeal conference (PAC) with this examiner, 133.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 85% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.
This examiner withdraws rejections or reopens prosecution in 87.5% of appeals filed. This is in the 80% percentile among all examiners. Of these withdrawals, 71.4% 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, 53.3% are granted (fully or in part). This grant rate is in the 54% 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.