Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19176513 | Method and System for Real-Time Collaboration, Task Linking, and Code Design and Maintenance in Software Development | April 2025 | October 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 19056848 | STORAGE MEDIUM, DOCUMENT PROCESSING APPARATUS, AND DOCUMENT PROCESSING METHOD | February 2025 | January 2026 | Allow | 11 | 1 | 0 | No | No |
| 19026706 | CHAT TOOL FOR FINANCIAL PLANNING & ANALYSIS FUNCTIONS | January 2025 | September 2025 | Allow | 8 | 1 | 0 | Yes | No |
| 18999118 | Method and System for Real-Time Collaboration, Task Linking, and Code Design and Maintenance in Software Development | December 2024 | May 2025 | Allow | 4 | 1 | 0 | No | No |
| 18981996 | PROVISIONING DATA TO A PLURALITY OF DATA CONSUMERS IN AN ORGANIZATION | December 2024 | April 2025 | Allow | 4 | 1 | 0 | No | No |
| 18983144 | SYSTEM TO SUPPORT NATIVE STORAGE OF A CONTAINER IMAGE ON A HOST OPERATING SYSTEM FOR A CONTAINER RUNNING IN A VIRTUAL MACHINE | December 2024 | February 2026 | Allow | 14 | 1 | 0 | No | No |
| 18968051 | PROCESSING DATA PORTIONS ASSOCIATED WITH SELECTABLE SEARCH ALGORITHM EXECUTION | December 2024 | February 2026 | Allow | 14 | 2 | 0 | No | No |
| 18897386 | SYSTEMS AND METHODS TO GENERATE UNITS OF WORK WITHIN A COLLABORATION ENVIRONMENT BASED ON SELECTION OF TEXT | September 2024 | November 2025 | Allow | 14 | 2 | 0 | No | No |
| 18816539 | GENERATION AND IMPLEMENTATION OF GEOSPATIAL WORKFLOWS | August 2024 | January 2026 | Allow | 17 | 1 | 0 | Yes | No |
| 18812123 | Large Language Machine Learning Model Query Management | August 2024 | August 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18808952 | METHOD AND SYSTEM FOR REFINING SEARCH RESULTS BASED ON QUERY COMPLEXITY FOR GENERATIVE SEARCH | August 2024 | September 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18833639 | Methods and Systems for Semantics Based Generation of Connections Between Separate Data Sets | July 2024 | October 2025 | Allow | 15 | 1 | 0 | No | No |
| 18755292 | METHOD AND SYSTEM FOR REAL-TIME COLLABORATION, TASK LINKING, AND CODE DESIGN AND MAINTENANCE IN SOFTWARE DEVELOPMENT | June 2024 | February 2025 | Allow | 8 | 1 | 0 | No | No |
| 18752410 | AUTOMATIC USER CONSOLE QUESTION GENERATION | June 2024 | July 2025 | Allow | 13 | 1 | 0 | No | No |
| 18744771 | METHOD AND SYSTEM FOR METADATA EXTRACTION FOR DOCUMENT IDENTIFICATION | June 2024 | February 2026 | Allow | 20 | 1 | 0 | Yes | No |
| 18680820 | CONNECTIVITY AWARE PATH FINDING | May 2024 | January 2026 | Allow | 20 | 2 | 0 | No | No |
| 18680398 | System and Method for Enhancing Generative Artificial Intelligence (AI) Model-based Matching of Queries and Contents | May 2024 | January 2026 | Allow | 20 | 2 | 0 | Yes | No |
| 18656860 | SYSTEMS AND METHODS FOR GENERATING AND PRESENTING NOTE PREVIEWS | May 2024 | November 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18655709 | SYSTEMS AND METHODS FOR TRANSFERRING MEDICAL DATA FROM MEDICAL DEVICES TO A REMOTE SERVER | May 2024 | March 2025 | Allow | 10 | 1 | 0 | No | No |
| 18632620 | RESTORING INTEGRITY OF A SOCIAL MEDIA THREAD FROM A SOCIAL NETWORK EXPORT | April 2024 | February 2025 | Allow | 10 | 1 | 0 | No | No |
| 18601718 | CONFIGURATION-AWARE MICRO-DATABASE CACHES | March 2024 | February 2025 | Allow | 11 | 1 | 0 | No | No |
| 18594779 | INDICATING LOCATION STATUS | March 2024 | February 2025 | Allow | 12 | 1 | 0 | No | No |
| 18593760 | SYSTEM AND METHOD FOR AUTOMATICALLY GENERATING QUESTION AND QUERY PAIRS | March 2024 | February 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18442654 | ADVICE PROVISION METHOD FOR USER USING HOUSEHOLD APPLIANCE WHILE VIEWING TERMINAL SCREEN | February 2024 | December 2024 | Allow | 10 | 1 | 0 | No | No |
| 18417267 | SCALING AND DISTRIBUTING NAMESPACES AND CLIENTS ACROSS MULTIPLE FILE SYSTEM REDIRECTOR PROXIES | January 2024 | June 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18531354 | SYSTEMS AND METHODS FOR COPYING DATA BETWEEN COMPUTER SYSTEMS | December 2023 | October 2025 | Allow | 22 | 1 | 0 | No | No |
| 18528655 | SYSTEM AND METHOD FOR LEARNING AND COMMUNICATING IMPLICIT STYLISTIC PREFERENCES FROM HISTORICAL USER INTERACTION DATA IN TEXT-TO-IMAGE PROMPT ENGINEERING | December 2023 | January 2026 | Allow | 26 | 2 | 0 | No | No |
| 18519892 | AUTOMATIC ANNOTATION FOR VEHICLE DAMAGE | November 2023 | November 2024 | Allow | 11 | 2 | 0 | No | No |
| 18389520 | SYSTEMS AND METHODS FOR ANALYZING PATIENT HEALTH RECORDS | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18507914 | DATA TRANSFER WITH A BIT VECTOR OPERATION DEVICE | November 2023 | November 2024 | Allow | 12 | 1 | 0 | No | No |
| 18495648 | Radar Recognition-Aided Search | October 2023 | July 2024 | Allow | 9 | 1 | 0 | No | No |
| 18381395 | GRAPHICAL USER INTERFACE DRIVEN PROGRAMMING DEVELOPMENT ENVIRONMENT | October 2023 | March 2025 | Allow | 17 | 1 | 0 | No | No |
| 18474877 | SYSTEMS AND METHODS TO GENERATE UNITS OF WORK WITHIN A COLLABORATION ENVIRONMENT BASED ON SELECTION OF TEXT | September 2023 | August 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18367127 | INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING APPARATUS | September 2023 | March 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18243628 | FEDERATED QUERY PROCESSING FOR DISTRIBUTED DATABASES | September 2023 | September 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18356054 | CONNECTIVITY AWARE PATH FINDING | July 2023 | March 2024 | Allow | 8 | 1 | 0 | No | No |
| 18220437 | SEARCH SYSTEM AND METHOD HAVING QUALITY SCORING | July 2023 | September 2024 | Allow | 14 | 1 | 0 | No | No |
| 18213908 | DYNAMIC FILE BASED PUBLISH-SUBSCRIBE METHOD AND SYSTEM | June 2023 | September 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18210860 | RESTORING INTEGRITY OF A SOCIAL MEDIA THREAD FROM A SOCIAL NETWORK EXPORT | June 2023 | February 2024 | Allow | 8 | 1 | 0 | No | No |
| 18039967 | DIRECTORY MANAGEMENT METHOD AND SYSTEM FOR FILE SYSTEM BASED ON CUCKOO HASH AND STORAGE MEDIUM | June 2023 | August 2025 | Allow | 26 | 2 | 0 | No | No |
| 18255843 | METHOD FOR TRAINING ISOLATION FOREST, AND METHOD FOR RECOGNIZING WEB CRAWLER | June 2023 | June 2025 | Allow | 24 | 1 | 0 | No | No |
| 18326677 | CROSS-DEVICE PRESENTATION WITH CONVERSATIONAL USER INTERFACE | May 2023 | February 2024 | Allow | 9 | 1 | 0 | No | No |
| 18199892 | DYNAMIC LOG REPLICATION | May 2023 | March 2025 | Abandon | 22 | 1 | 0 | No | No |
| 18318678 | SYSTEM AND METHOD FOR INTEGRATING CONTENT INTO WEBPAGES | May 2023 | April 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18306976 | System, Method and Computer Program Product for Protecting Derived Metadata When Updating Records within a Search Engine | April 2023 | September 2024 | Allow | 17 | 2 | 0 | Yes | No |
| 18134156 | GENERATING TEXTUAL SUMMARY ABOUT PHYSICAL LOCATION BASED ON COMPUTING INTERACTIONS PERTAINING TO PHYSICAL LOCATION | April 2023 | August 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18133973 | CREATING LOCAL COPIES OF DATA STORED IN CLOUD-BASED DATA REPOSITORIES | April 2023 | March 2024 | Allow | 11 | 1 | 0 | No | No |
| 18128391 | ADVICE PROVISION METHOD FOR USER USING HOUSEHOLD APPLIANCE WHILE VIEWING TERMINAL SCREEN | March 2023 | November 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 18191681 | EXPLAINABLE CLUSTER-BASED COLLABORATIVE FILTERING | March 2023 | September 2025 | Allow | 30 | 2 | 0 | No | No |
| 18191717 | SYSTEM AND METHOD FOR DOCUMENT ANALYSIS TO DETERMINE DIVERSE AND RELEVANT PASSAGES OF DOCUMENTS | March 2023 | December 2025 | Allow | 32 | 4 | 0 | Yes | No |
| 18190686 | FORM STRUCTURE SIMILARITY DETECTION | March 2023 | September 2024 | Allow | 18 | 0 | 0 | No | No |
| 18189175 | AUDIT LOGGING FOR INPUT TABLES ON A DATA WAREHOUSE | March 2023 | May 2025 | Allow | 26 | 2 | 0 | No | Yes |
| 18176552 | HIERARCHICAL UNIVERSAL RESOLVER SYSTEM FOR DECENTRALIZED IDENTITY ENVIRONMENT AND METHOD THEREOF | March 2023 | August 2024 | Allow | 18 | 1 | 0 | No | No |
| 18168932 | Machine Learning Based Codec | February 2023 | September 2025 | Abandon | 31 | 2 | 0 | No | No |
| 18168549 | APPROACHES TO NORMALIZING GENETIC INFORMATION DERIVED BY DIFFERENT TYPES OF EXTRACTION KITS TO BE USED FOR SCREENING, DIAGNOSING, AND STRATIFYING PATIENTS AND SYSTEMS FOR IMPLEMENTING THE SAME | February 2023 | February 2024 | Allow | 12 | 1 | 0 | No | No |
| 18093541 | DIGITAL IMAGE CLASSIFICATION AND ANNOTATION | January 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18002105 | DOCUMENT SEARCH DEVICE, DOCUMENT SEARCH SYSTEM, DOCUMENT SEARCH PROGRAM, AND DOCUMENT SEARCH METHOD | December 2022 | December 2025 | Allow | 36 | 4 | 0 | Yes | No |
| 18074291 | ELECTRONIC MEDIA REDACTION SYSTEM INCLUDING PERFORMANCE ANALYTICS | December 2022 | October 2024 | Allow | 23 | 1 | 0 | No | No |
| 18007546 | Contextual Querying of Content Rendering Activity | December 2022 | September 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 18059656 | AUTOMATIC ANNOTATION FOR VEHICLE DAMAGE | November 2022 | August 2023 | Allow | 9 | 1 | 0 | No | No |
| 17927494 | Node Embedding via Hash-Based Projection of Transformed Personalized PageRank | November 2022 | May 2025 | Abandon | 29 | 2 | 0 | Yes | No |
| 18054490 | VIRTUALIZED FILE SERVER DISTRIBUTION ACROSS CLUSTERS | November 2022 | April 2024 | Allow | 17 | 2 | 0 | Yes | No |
| 17976175 | INDICATING LOCATION STATUS | October 2022 | October 2023 | Allow | 12 | 2 | 0 | Yes | No |
| 17596670 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | October 2022 | August 2024 | Allow | 32 | 1 | 0 | No | No |
| 17972326 | PROVIDING SERVICE SUPPORT EXTENSION DATA WITH POINT CLOUD FILE DATA | October 2022 | January 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18049269 | DISTRIBUTED FILE SYSTEM FOR VIRTUALIZED COMPUTING CLUSTERS | October 2022 | February 2025 | Allow | 28 | 4 | 0 | No | No |
| 17965687 | EFFICIENT COMPILATION OF BOUNDED RECURSIVE GRAPH QUERIES ON TOP OF SQL BASED RELATIONAL ENGINE | October 2022 | December 2024 | Allow | 26 | 3 | 0 | No | Yes |
| 17965548 | CONSTRUCTING ANSWERS TO QUERIES THROUGH USE OF A DEEP MODEL | October 2022 | July 2023 | Allow | 9 | 1 | 0 | No | No |
| 17961091 | BIOMETRIC VERIFICATION FOR ACCESS CONTROL USING MOBILE IDENTIFICATION CREDENTIAL | October 2022 | March 2023 | Allow | 5 | 1 | 0 | No | No |
| 17956746 | Semantic Alignment of Text and Visual Cards to Present Time Series Metrics | September 2022 | October 2024 | Allow | 24 | 1 | 0 | Yes | No |
| 17949009 | CLIENT-SIDE MASS DATA SELECTION SYSTEM | September 2022 | July 2024 | Allow | 22 | 1 | 0 | No | No |
| 17930796 | METHOD AND SYSTEM FOR REAL-TIME COLLABORATION, TASK LINKING, AND CODE DESIGN AND MAINTENANCE IN SOFTWARE DEVELOPMENT | September 2022 | September 2024 | Allow | 24 | 1 | 0 | No | No |
| 17823315 | COOPERATIVE SYSTEM ARCHITECTURE FOR ENGINEERING ASSET MANAGEMENT AND SHARING | August 2022 | May 2024 | Allow | 20 | 1 | 0 | No | No |
| 17893928 | PARALLEL RESTORE OF A LARGE OBJECT | August 2022 | November 2023 | Allow | 15 | 1 | 0 | No | No |
| 17892996 | APPARATUS, COMPUTER-IMPLEMENTED METHOD AND COMPUTER PROGRAM FOR AUTOMATIC ANALYSIS OF DATA | August 2022 | August 2024 | Allow | 24 | 2 | 0 | No | No |
| 17816397 | USING LINEAGE TO INFER DATA QUALITY ISSUES | July 2022 | December 2023 | Allow | 16 | 2 | 0 | No | No |
| 17868639 | SYSTEMS AND METHODS FOR OBTAINING SEARCH RESULTS | July 2022 | December 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17865907 | VIRTUALIZED FILE SERVER DEPLOYMENT | July 2022 | May 2024 | Allow | 22 | 3 | 0 | No | No |
| 17866225 | VIRTUALIZED FILE SERVER DISASTER RECOVERY | July 2022 | November 2023 | Allow | 16 | 2 | 0 | Yes | No |
| 17810059 | METHOD FOR AUDIO TRACK DATA RETRIEVAL, METHOD FOR IDENTIFYING AUDIO CLIP, AND MOBILE DEVICE | June 2022 | August 2024 | Abandon | 25 | 1 | 0 | No | No |
| 17835791 | SYSTEM AND METHODS FOR STREAMING STRING SIMILARITY AND PATTERN MATCHING | June 2022 | August 2025 | Allow | 39 | 3 | 0 | Yes | No |
| 17738034 | METHOD AND SYSTEM TO IDENTIFY OBJECTIVES FROM PATENT DOCUMENTS | May 2022 | May 2024 | Allow | 24 | 1 | 0 | No | No |
| 17658123 | DATA PROCESSING APPARATUS, DATA PROCESSING SYSTEM, AND DATA PROCESSING METHOD | April 2022 | November 2024 | Allow | 31 | 3 | 0 | Yes | No |
| 17710042 | LIGHTWEIGHT IN-MEMORY DATABASE WITH HTTP-BASED SYNCHRONIZATION | March 2022 | July 2025 | Allow | 40 | 3 | 0 | Yes | No |
| 17708773 | REDUCING VEHICLE TELEMATIC LOAD WHILE PRESERVING THE ABILITY TO PERFORM HIGH-FIDELITY ANALYTICS | March 2022 | January 2025 | Allow | 34 | 1 | 0 | No | No |
| 17697548 | PROCESSING DATA PORTIONS ASSOCIATED WITH SELECTABLE SEARCH ALGORITHM EXECUTION | March 2022 | August 2024 | Allow | 29 | 2 | 0 | No | No |
| 17685155 | METHODS AND SYSTEM FOR SEMANTIC SEARCH IN LARGE DATABASES | March 2022 | July 2023 | Abandon | 16 | 1 | 0 | No | No |
| 17650720 | Method and System for Real-Time Collaboration and Annotation-Based Action Creation and Management | February 2022 | April 2023 | Allow | 14 | 2 | 0 | Yes | No |
| 17669928 | COMPUTER IMPLEMENTED VISUAL REAL ESTATE COMPARISON | February 2022 | September 2025 | Abandon | 43 | 1 | 0 | No | No |
| 17649219 | Identification of Clusters of Elements Causing Network Performance Degradation or Outage | January 2022 | May 2024 | Allow | 27 | 2 | 0 | No | Yes |
| 17585403 | VIRTUALIZED FILE SERVER SMART DATA INGESTION | January 2022 | September 2023 | Allow | 19 | 1 | 0 | No | No |
| 17584223 | PERMISSION-BASED SYSTEM AND NETWORK FOR ACCESS CONTROL USING MOBILE IDENTIFICATION CREDENTIAL | January 2022 | March 2023 | Allow | 13 | 3 | 0 | No | No |
| 17580555 | VIRTUALIZED FILE SERVER | January 2022 | December 2023 | Allow | 22 | 2 | 0 | No | No |
| 17572246 | TEST ADAPTION AND DISTRIBUTION ACCORDING TO CUSTOMER KNOWLEDGE BASE | January 2022 | February 2024 | Allow | 25 | 2 | 0 | No | No |
| 17645832 | Method and System for Real-Time Collaboration and Event Linking to Documents and Video Recordings | December 2021 | November 2025 | Allow | 47 | 5 | 0 | Yes | Yes |
| 17643964 | DIFFERENTIAL LOGGING OF COMPUTING PROCESSES | December 2021 | June 2024 | Allow | 30 | 1 | 0 | Yes | No |
| 17546870 | OPERATING A DATA CENTER | December 2021 | November 2023 | Allow | 23 | 1 | 0 | No | No |
| 17614862 | FILE MANAGEMENT DEVICE, FILE MANAGEMENT METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | November 2021 | December 2023 | Allow | 25 | 1 | 0 | No | No |
| 17517978 | Radar Recognition-Aided Search | November 2021 | June 2023 | Allow | 20 | 1 | 0 | No | No |
| 17503783 | SYSTEMS AND METHODS FOR MULTI-TENANT DATA PROTECTION APPLICATION | October 2021 | September 2023 | Abandon | 23 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner NGUYEN, THU N.
With a 59.1% 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, 30.6% 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 NGUYEN, THU N works in Art Unit 2154 and has examined 357 patent applications in our dataset. With an allowance rate of 78.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 42 months.
Examiner NGUYEN, THU N's allowance rate of 78.7% places them in the 47% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by NGUYEN, THU N receive 3.33 office actions before reaching final disposition. This places the examiner in the 92% 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 NGUYEN, THU N 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 +21.9% benefit to allowance rate for applications examined by NGUYEN, THU N. This interview benefit is in the 67% 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, 24.0% of applications are subsequently allowed. This success rate is in the 34% 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 24.4% of cases where such amendments are filed. This entry rate is in the 33% 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, 73.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 60% 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 72.5% of appeals filed. This is in the 60% percentile among all examiners. Of these withdrawals, 39.7% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.
When applicants file petitions regarding this examiner's actions, 25.0% are granted (fully or in part). This grant rate is in the 13% 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 0.8% of allowed cases (in the 65% 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 0.7% of allowed cases (in the 58% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).
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.