Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19179061 | METHODS FOR IMPLEMENTING ARTIFICIAL INTELLIGENCE CAPABILITIES IN SOFTWARE APPLICATIONS | April 2025 | September 2025 | Allow | 5 | 1 | 0 | No | No |
| 18910381 | MONITORING FULLNESS OF CONTAINERS | October 2024 | May 2025 | Allow | 7 | 1 | 1 | No | No |
| 18762480 | EXTERNAL-LANGUAGE EXECUTION NODE FOR VISUAL FORECASTING | July 2024 | December 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18760057 | AUTOMATIC GENERATION OF DOCUMENTATION USING CODING PATTERNS | July 2024 | May 2025 | Allow | 10 | 1 | 0 | No | No |
| 18741035 | CONTROLLED ACTIVATION OF INTERDEPENDENT BINDINGS | June 2024 | August 2025 | Allow | 14 | 6 | 0 | No | No |
| 18619770 | METHODS AND SYSTEMS FOR AN INTELLIGENT TECHNICAL DEBT HELPER BOT | March 2024 | May 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18444002 | POWER TOOL OPERATION RECORDING AND PLAYBACK | February 2024 | February 2026 | Allow | 24 | 1 | 0 | No | No |
| 18441761 | CONTROLLED ACTIVATION OF INTERDEPENDENT BINDINGS | February 2024 | May 2024 | Allow | 3 | 1 | 0 | No | No |
| 18400269 | DIGITAL PROCESSING SYSTEMS AND METHODS FOR MANAGING WORKFLOWS | December 2023 | November 2024 | Allow | 11 | 2 | 0 | No | No |
| 18395183 | NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM HAVING DATA EDITING PROGRAM STORED THEREIN, DATA EDITING SYSTEM, DATA EDITING METHOD, AND DATA EDITING APPARATUS | December 2023 | January 2026 | Allow | 24 | 0 | 0 | No | No |
| 18516673 | SIMPLISTIC MACHINE LEARNING MODEL GENERATION TOOL FOR PREDICTIVE DATA ANALYTICS | November 2023 | April 2025 | Allow | 17 | 1 | 0 | No | No |
| 18509345 | METHOD AND SYSTEM FOR IDENTIFYING MICROSERVICES IN A MONOLITH APPLICATION | November 2023 | September 2025 | Allow | 22 | 0 | 0 | No | No |
| 18502318 | SYSTEM AND METHOD FOR GENERATING RECOMMENDATIONS FOR DATA TAGS | November 2023 | January 2026 | Allow | 26 | 1 | 0 | No | No |
| 18502540 | SYSTEMS AND METHODS TO MANIFEST A SOFTWARE ARCHITECTURE BLUEPRINT IN A VIRTUAL INFRASTRUCTURE | November 2023 | February 2026 | Allow | 27 | 1 | 0 | Yes | No |
| 18492446 | SYSTEM ARCHITECTURE FOR IMPLEMENTING DDS COMMUNICATION BASED ON AUTOSAR, COMMUNICATION METHOD, AND DEVICE | October 2023 | August 2025 | Allow | 22 | 0 | 0 | No | No |
| 18379315 | ADAPTING EXISTING SOURCE CODE SNIPPETS TO NEW CONTEXTS | October 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18554661 | INTELLIGENT DEVICE EXTENSION FOR BUILDING SOFTWARE APPLICATIONS | October 2023 | July 2025 | Allow | 21 | 0 | 0 | No | No |
| 18483430 | BUILDING DATA PLATFORM WITH GRAPH BASED CAPABILITIES | October 2023 | April 2025 | Allow | 18 | 3 | 0 | Yes | No |
| 18482460 | METHODS, DEVICES, AND SYSTEMS FOR IMPROVED OXYGENATION PATIENT MONITORING, MIXING, AND DELIVERY | October 2023 | November 2025 | Allow | 25 | 2 | 0 | No | No |
| 18472226 | CONTROLLED ACTIVATION OF INTERDEPENDENT BINDINGS | September 2023 | December 2023 | Allow | 3 | 1 | 0 | No | No |
| 18370501 | BOT FACTORY ENVIRONMENT | September 2023 | January 2026 | Allow | 28 | 1 | 0 | No | No |
| 18282232 | Application Development Platform, Micro-program Generation Method, and Device and Storage Medium | September 2023 | January 2026 | Allow | 28 | 1 | 0 | No | No |
| 18467518 | GRAPH BASED CUSTOMIZED APPLICATION DEVELOPMENT AND MANAGEMENT SYSTEM | September 2023 | February 2026 | Allow | 29 | 1 | 0 | No | No |
| 18243682 | CONVERSION METHOD AND CONVERSION APPARATUS OF TEXT CODES AND GRAPHIC CODES FOR VEHICLE DEVELOPMENT | September 2023 | June 2025 | Allow | 21 | 0 | 0 | No | No |
| 18456766 | ARTIFICIAL INTELLIGENCE INTEGRATOR | August 2023 | June 2025 | Allow | 22 | 0 | 0 | No | No |
| 18454733 | AUTOMATICALLY GENERATING CODE USING A CODEBASE-SPECIFIC STRUCTURE CONFIGURATION | August 2023 | May 2025 | Allow | 21 | 0 | 0 | No | No |
| 18453413 | AUTOMATIC GENERATION OF NO-CODE EMBEDDED DATA-DRIVEN APPLICATION VIEWS | August 2023 | October 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18233256 | VISUAL PROGRAMMING OF MACHINE LEARNING STATE MACHINES | August 2023 | September 2024 | Allow | 14 | 1 | 0 | No | No |
| 18546067 | WIDGET GENERATING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | August 2023 | October 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18360778 | PARAMETERIZED MACHINE LEARNING PIPELINE IMPLEMENTED USING A LAMBDA ARCHITECTURE | July 2023 | January 2026 | Allow | 29 | 3 | 0 | No | No |
| 18225712 | METHODS AND SYSTEMS FOR SELF-OPTIMIZING LIBRARY FUNCTIONS | July 2023 | March 2025 | Allow | 20 | 1 | 0 | No | No |
| 18350908 | USING LINE-OF-CODE BEHAVIOR AND RELATION MODELS TO ANTICIPATE IMPACT OF HARDWARE CHANGES | July 2023 | August 2025 | Abandon | 25 | 3 | 0 | No | No |
| 18345799 | VERSION MANAGEMENT AND RELEASES OF A SOFTWARE APPLICATION | June 2023 | January 2026 | Allow | 30 | 2 | 0 | Yes | No |
| 18345852 | GENERATION OF OPTIMIZED LOGIC FROM A SCHEMA | June 2023 | March 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18341530 | Mechanisms to Implement Controlled Upgrades | June 2023 | September 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18212030 | SYSTEM AND METHOD FOR PROVIDING END-TO-END OBSERVABILITY FOR DISTRIBUTED EVENT-DRIVEN APPLICATIONS | June 2023 | March 2025 | Allow | 21 | 0 | 0 | No | No |
| 18209617 | NEURAL NETWORK MODEL DEPLOYMENT METHOD AND APPARATUS FOR PROVIDING DEEP LEARNING SERVICE | June 2023 | October 2025 | Allow | 28 | 2 | 0 | No | No |
| 18209438 | METHOD AND SYSTEM FOR HOSTING THIRD-PARTY WEB WIDGETS FOR APPLICATION DEVELOPMENT | June 2023 | June 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18328591 | THREAD GROUP SCHEDULING FOR GRAPHICS PROCESSING | June 2023 | March 2026 | Abandon | 34 | 4 | 0 | No | No |
| 18254739 | CALL GRAPH GENERATION APPARATUS, CALL GRAPH GENERATION METHOD AND PROGRAM | May 2023 | August 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18144325 | TEST CASE SCENARIO REAL-TIME GENERATOR | May 2023 | April 2025 | Allow | 23 | 1 | 0 | No | No |
| 18298939 | Method For Setting Model Threshold Of Facility Monitoring System | April 2023 | January 2025 | Allow | 21 | 2 | 0 | No | No |
| 18132024 | AUTOMATED INSPECTION-PLAN BASED DETECTION | April 2023 | May 2024 | Allow | 13 | 2 | 0 | Yes | No |
| 18130337 | CALCULATING LOWEST DEPENDENCY VERSION COMPATIBLE WITH DEPENDENCY SPECIFICATION | April 2023 | December 2024 | Allow | 20 | 0 | 0 | No | No |
| 18191393 | SCALED VEHICLE COMMUNICATIONS ARCHITECTURE SYSTEM | March 2023 | January 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18183854 | PRODUCTION-READY ATTRIBUTES CREATION AND MANAGEMENT FOR SOFTWARE DEVELOPMENT | March 2023 | November 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 18114101 | COMPONENT TESTING FRAMEWORK | February 2023 | October 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 18042457 | OVER-THE-AIR (OTA) PLATFORM FOR TR-069 DEVICES TO MANAGE VENDOR-SPECIFIC CONFIGURATION AND FIRMWARE | February 2023 | September 2024 | Allow | 19 | 0 | 0 | No | No |
| 18112768 | UPGRADE MANAGEMENT BASED ON UPGRADE SCORES | February 2023 | April 2025 | Allow | 26 | 2 | 0 | No | No |
| 18040117 | METHODS FOR LIVE TESTING OF SERVICES IN A COULD COMPUTING ENVIRONMENT | January 2023 | January 2025 | Allow | 23 | 1 | 0 | No | No |
| 18161508 | POWER TOOL OPERATION RECORDING AND PLAYBACK | January 2023 | October 2023 | Allow | 8 | 1 | 0 | No | No |
| 18158126 | Template Driven Architecture | January 2023 | September 2024 | Allow | 20 | 0 | 0 | No | No |
| 18013411 | Method, System, and Device for Designing Experimental Protocol | December 2022 | April 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 18089385 | Cache to Receive Firmware Generated Data During Firmware Update | December 2022 | September 2024 | Allow | 21 | 0 | 0 | No | No |
| 18012777 | METHOD AND SYSTEM FOR AUTOMATION AND ROLE-BASED CONTROL IN MARKETPLACE | December 2022 | December 2024 | Allow | 24 | 1 | 0 | No | No |
| 18083375 | ON-DEMAND LOADING OF DYNAMIC SCRIPTING LANGUAGE CODE FOR REDUCED MEMORY USAGE | December 2022 | June 2024 | Abandon | 18 | 2 | 0 | No | No |
| 18065683 | LABELLING WEB TRAFFIC ROUTING TO SUPPORT SOFTWARE TESTING | December 2022 | October 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 18078339 | System Maintenance Status Controller | December 2022 | March 2026 | Abandon | 39 | 4 | 0 | Yes | No |
| 18077761 | SIMULATION OF ONE OR MORE PIPELINE JOBS IN A SOFTWARE DEPLOYMENT PIPELINE | December 2022 | September 2025 | Allow | 33 | 3 | 0 | Yes | No |
| 18077413 | CONDITIONAL BRANCH COVERAGE CALCULATION METHOD, DEVICE, COMPUTER APPARATUS, STORAGE MEDIUM | December 2022 | July 2024 | Allow | 19 | 0 | 0 | No | No |
| 18072940 | Experience Based Dispatch of Regulated Workloads in a Cloud Environment | December 2022 | October 2024 | Allow | 22 | 1 | 0 | No | No |
| 18060685 | SEAMLESS PERIPHERAL SELECTION AND SWITCHING IN A WORKSPACE | December 2022 | September 2024 | Allow | 21 | 2 | 0 | No | No |
| 18059613 | Software Call Translations for On-Device Machine Learning Execution | November 2022 | February 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18059091 | COMPUTER-BASED SYSTEMS AND METHODS CONFIGURED TO UTILIZE AUTOMATING DEPLOYMENT OF PREDICTIVE MODELS FOR MACHINE LEARNING TASKS | November 2022 | July 2025 | Allow | 32 | 6 | 0 | Yes | No |
| 17987390 | WORKING CONTEXT TRANSFER ACROSS DEVELOPMENT ENVIRONMENTS | November 2022 | August 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 17981990 | SYSTEM AND METHOD OF LOCATING INSTALLED DEVICES | November 2022 | October 2023 | Allow | 11 | 2 | 0 | No | No |
| 17981120 | METHOD FOR TRAINING NEURAL NETWORK MODEL AND APPARATUS | November 2022 | December 2023 | Allow | 13 | 2 | 0 | No | No |
| 17974118 | DEPLOYMENT SEQUENCING FOR DEPENDENT UPDATES | October 2022 | April 2025 | Allow | 30 | 3 | 0 | Yes | No |
| 17968879 | AUTOMATIC GENERATION OF DOCUMENTATION USING CODING PATTERNS | October 2022 | April 2024 | Allow | 17 | 0 | 0 | No | No |
| 17969621 | CONTROLLED ACTIVATION OF INTERDEPENDENT BINDINGS | October 2022 | August 2023 | Allow | 9 | 2 | 0 | No | No |
| 18046497 | Blackbox Matching Engine | October 2022 | July 2023 | Allow | 9 | 1 | 0 | No | No |
| 17961014 | INTEGRATED DEVELOPMENT ENVIRONMENT FOR DEVELOPMENT AND CONTINUOUS DELIVERY OF CLOUD-BASED APPLICATIONS | October 2022 | August 2024 | Allow | 22 | 1 | 0 | No | No |
| 17948548 | Application Programming Interface Specification Generator | September 2022 | May 2025 | Abandon | 32 | 4 | 0 | Yes | No |
| 17949106 | MACHINE LEARNING BASED FIRMWARE VERSION RECOMMENDER | September 2022 | August 2024 | Allow | 23 | 1 | 0 | Yes | No |
| 17932353 | USING LINE-OF-CODE BEHAVIOR AND RELATION MODELS TO ANTICIPATE IMPACT OF HARDWARE CHANGES | September 2022 | March 2023 | Allow | 6 | 1 | 0 | No | No |
| 17941992 | METHOD AND APPARATUS FOR ENCODING OF PROCESSOR INSTRUCTION SET | September 2022 | July 2025 | Allow | 34 | 3 | 0 | Yes | No |
| 17901128 | ADAPTING EXISTING SOURCE CODE SNIPPETS TO NEW CONTEXTS | September 2022 | July 2023 | Allow | 11 | 1 | 0 | No | No |
| 17881437 | TRANSLATOR-BASED SCORING AND BENCHMARKING FOR USER EXPERIENCE TESTING AND DESIGN OPTIMIZATIONS | August 2022 | March 2023 | Allow | 7 | 1 | 0 | No | No |
| 17852149 | DEVELOPMENT SYSTEM AND METHOD OF OFFLINE SOFTWARE-IN-THE-LOOP SIMULATION | June 2022 | December 2023 | Allow | 18 | 0 | 0 | No | No |
| 17788989 | INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING APPARATUS, USE METHOD OF INFORMATION PROCESSING APPARATUS, USER TERMINAL, AND PROGRAM THEREFOR | June 2022 | September 2024 | Allow | 27 | 1 | 0 | No | No |
| 17789046 | METHOD AND APPARATUS FOR APPLICATION DEPLOYMENT IN SOFTWARE-AS-A-SERVICE PLATFORM AND STORAGE MEDIUM | June 2022 | July 2024 | Allow | 25 | 1 | 0 | No | No |
| 17806055 | MACHINE LEARNING APPLICATION DEPLOYMENT USING USER-DEFINED PIPELINE | June 2022 | July 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17833407 | BUILDING DATA PLATFORM WITH GRAPH BASED CAPABILITIES | June 2022 | August 2023 | Allow | 14 | 2 | 0 | Yes | No |
| 17751109 | SUB-PIXEL GRAYSCALE THREE-DIMENSIONAL PRINTING | May 2022 | May 2024 | Abandon | 23 | 2 | 0 | Yes | No |
| 17744791 | ASSEMBLING LOW-CODE APPLICATIONS WITH OBSERVABILITY POLICY INJECTIONS | May 2022 | December 2025 | Allow | 43 | 4 | 0 | Yes | No |
| 17740872 | OTA CENTER, UPDATE MANAGEMENT METHOD, NON-TRANSITORY STORAGE MEDIUM, OTA MASTER, AND UPDATE CONTROL METHOD | May 2022 | January 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17738110 | MACHINE LEARNING MODEL MANAGEMENT AND SOFTWARE DEVELOPMENT INTEGRATION | May 2022 | March 2026 | Allow | 46 | 6 | 0 | Yes | Yes |
| 17738937 | PRESCRIPTIVE ANALYTICS IN HIGHLY COLLINEAR RESPONSE SPACE | May 2022 | January 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 17735815 | COMPUTER SYSTEM AND METHOD TO EFFICIENTLY EXTEND A WORKFLOW IN SOFTWARE | May 2022 | May 2024 | Allow | 25 | 1 | 0 | No | No |
| 17773744 | Systems and Methods for Evaluating Code Contributions by Software Developers | May 2022 | July 2023 | Allow | 14 | 0 | 0 | No | No |
| 17734985 | WIRELESS COMMUNICATION WITH ENHANCED MAXIMUM PERMISSIBLE EXPOSURE (MPE) COMPLIANCE | May 2022 | March 2026 | Allow | 46 | 4 | 0 | Yes | Yes |
| 17732632 | ENHANCED RECOATER EDGES | April 2022 | April 2023 | Allow | 12 | 1 | 0 | No | No |
| 17727535 | LOGGING APPLICATION PIPELINE ORCHESTRATION | April 2022 | May 2025 | Allow | 37 | 4 | 0 | Yes | No |
| 17727534 | CONDITIONAL UPDATE RECOMMENDATIONS BASED ON LOCAL SYSTEM STATE | April 2022 | December 2024 | Allow | 31 | 4 | 0 | Yes | No |
| 17768155 | OUT-OF-BAND UPDATING METHOD AND SYSTEM OF EXPANDER | April 2022 | January 2024 | Allow | 22 | 0 | 0 | No | No |
| 17718017 | SELF-LEARNING APPLICATION TEST AUTOMATION | April 2022 | October 2023 | Allow | 18 | 0 | 0 | No | No |
| 17716398 | INTELLIGENT LAYER CONTROL OF REDUNDANT CONTENT IN CONTAINER IMAGES | April 2022 | August 2023 | Allow | 16 | 0 | 0 | No | No |
| 17704364 | AUTOMATED VERIFICATION OF A TEST MODEL FOR A PLURALITY OF DEFINED BDD TEST SCENARIOS | March 2022 | January 2024 | Allow | 22 | 0 | 0 | No | No |
| 17703050 | SYSTEM MANAGEMENT MODE RUNTIME RESILIENCY MANAGER | March 2022 | November 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17694173 | CROSS-ORGANIZATION CONTINUOUS UPDATE OF EDGE-SIDE EVENT DETECTION MODELS IN WAREHOUSE ENVIRONMENTS VIA FEDERATED LEARNING | March 2022 | January 2024 | Allow | 23 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner VU, TUAN A.
With a 22.7% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges 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, 37.6% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner VU, TUAN A works in Art Unit 2193 and has examined 1,129 patent applications in our dataset. With an allowance rate of 72.9%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 38 months.
Examiner VU, TUAN A's allowance rate of 72.9% places them in the 36% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by VU, TUAN A receive 2.33 office actions before reaching final disposition. This places the examiner in the 66% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by VU, TUAN A is 38 months. This places the examiner in the 29% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +21.7% benefit to allowance rate for applications examined by VU, TUAN A. 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, 23.3% of applications are subsequently allowed. This success rate is in the 32% 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 22.1% of cases where such amendments are filed. This entry rate is in the 28% 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, 98.6% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 69% 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 61.2% of appeals filed. This is in the 38% percentile among all examiners. Of these withdrawals, 40.4% 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, 35.8% are granted (fully or in part). This grant rate is in the 23% 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 9.7% of allowed cases (in the 93% 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 15% 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.