Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19227007 | ARTIFICIAL INTELLIGENCE-BASED SOFTWARE IMAGE RECIPE CREATION AND USES THEREOF | June 2025 | August 2025 | Allow | 2 | 0 | 0 | No | No |
| 19064670 | INTERPRETING COMPUTER CODE WITH A MULTIMODAL MACHINE LEARNING MODEL | February 2025 | August 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18753629 | Low-Code / No-Code Layer for Interactive Application Development | June 2024 | February 2026 | Allow | 20 | 1 | 0 | No | No |
| 18744672 | CODE ADAPTATION THROUGH DEEP LEARNING | June 2024 | December 2025 | Allow | 18 | 1 | 0 | No | No |
| 18739595 | APPARATUS FOR VEHICLE OVER-THE-AIR UPDATING, AND METHOD THEREOF | June 2024 | January 2026 | Allow | 19 | 1 | 0 | No | No |
| 18673536 | BYTECODE TRANSFORMATIONS USING VIRTUAL ARTIFACTS | May 2024 | September 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18674310 | METHODS AND SYSTEMS FOR UPDATING DEVICE FIRMWARE WHILE MAINTAINING STATE AND CONNECTIVITY | May 2024 | December 2025 | Allow | 19 | 1 | 0 | No | No |
| 18633322 | AUTOMATING SEMANTICALLY-RELATED COMPUTING TASKS ACROSS CONTEXTS | April 2024 | April 2025 | Allow | 12 | 0 | 0 | No | No |
| 18594445 | Bi-Directional Design-to-Code | March 2024 | January 2025 | Allow | 11 | 0 | 0 | No | No |
| 18439399 | HITLESS UPGRADE OF A NETWORK DEVICE | February 2024 | November 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18415048 | TRANSFER LEARNING SYSTEM FOR AUTOMATED SOFTWARE ENGINEERING TASKS | January 2024 | January 2025 | Allow | 12 | 0 | 0 | No | No |
| 18413866 | SERVICE VIRTUALIZATION | January 2024 | October 2025 | Allow | 21 | 1 | 0 | No | No |
| 18407035 | METHOD AND SYSTEM FOR GENERATING DYNAMIC USER EXPERIENCE APPLICATIONS | January 2024 | May 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18398801 | CLOUD VERSION MANAGEMENT FOR LEGACY ON-PREMISE APPLICATION | December 2023 | April 2025 | Allow | 16 | 1 | 0 | No | No |
| 18544632 | METHOD, APPARATUS AND SYSTEMS FOR ENABLING DELIVERY AND ACCESS OF APPLICATIONS AND SERVICES | December 2023 | December 2024 | Allow | 12 | 0 | 0 | Yes | No |
| 18522557 | AUTOMATED BACKWARD-COMPATIBLE FUNCTION UPDATES | November 2023 | March 2026 | Allow | 27 | 2 | 0 | Yes | No |
| 18509240 | MANAGEMENT OF A MULTI-LAYER MODEL PLATFORM | November 2023 | January 2026 | Allow | 26 | 1 | 0 | Yes | No |
| 18388066 | SYSTEM AND METHOD FOR ENHANCING THE EFFICIENCY OF MAINFRAME OPERATIONS | November 2023 | November 2025 | Allow | 24 | 3 | 0 | No | No |
| 18386178 | SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING COMPUTER PROGRAMMING CODE AND SCHEDULES AND COMPARING THEIR PERFORMANCE | November 2023 | July 2025 | Allow | 20 | 0 | 0 | No | No |
| 18497255 | VEHICLE ELECTRONIC CONTROL DEVICE, UPDATE PROGRAM, AND DATA STRUCTURE | October 2023 | December 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18496527 | Multilayered Generation and Processing of Computer Instructions | October 2023 | September 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18484500 | COMPUTER-AUTOMATED ANALYSIS AND VALIDATION SYSTEMS FOR COMPUTER-READABLE CODE FILES | October 2023 | February 2026 | Allow | 28 | 2 | 0 | Yes | No |
| 18378924 | SYNCHRONIZATION SYSTEM FOR APPLICATION LIFECYCLE MANAGEMENT | October 2023 | November 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18483336 | JUST-IN-TIME RENDERING USING DISTRIBUTED CACHE SERVERS | October 2023 | June 2025 | Allow | 20 | 1 | 0 | No | No |
| 18377395 | ONLINE QUERY EXECUTION USING A BIG DATA FRAMEWORK | October 2023 | March 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18481558 | COMPUTING SYSTEM FOR MACRO GENERATION, MODIFICATION, VERIFICATION, AND EXECUTION | October 2023 | January 2025 | Allow | 16 | 1 | 0 | No | No |
| 18478793 | TRAINING CHECKPOINT VALIDATION FOR MACHINE LEARNING MODELS | September 2023 | November 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18464536 | MACHINE LEARNING MODEL BASED RANKING OF GENERATED CODE | September 2023 | October 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18244832 | SYSTEM AND METHOD FOR INTERACTIVE AUTOMATED CODE GENERATION AND MODIFICATION FOR DATA PROCESSING | September 2023 | November 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18242338 | SOFTWARE CODE CACHING IN GATEWAY DEVICES DEPLOYED IN INFORMATION TECHNOLOGY INFRASTRUCTURE ENVIRONMENTS | September 2023 | August 2025 | Allow | 23 | 0 | 0 | No | No |
| 18459881 | GENERATIVE AI FOR INDUSTRIAL AUTOMATION DESIGN ENVIRONMENT TEST | September 2023 | March 2026 | Allow | 30 | 1 | 0 | No | No |
| 18456110 | REMOTE RESPIRATORY THERAPY DEVICE MANAGEMENT | August 2023 | February 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18450615 | INSTRUCTION STREAM RETROGRADING TO ENHANCE RANDOM TEST GENERATION | August 2023 | September 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18232654 | PROVIDING RESOLUTION SUGGESTIONS IN A PROGRAM DEVELOPMENT TOOL | August 2023 | October 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18232326 | MULTI-LINGUAL LINE-OF-CODE COMPLETION SYSTEM | August 2023 | October 2024 | Allow | 14 | 1 | 0 | No | No |
| 18366900 | REVERSE TESTING STRATEGIES DESIGNED FOR BLACK-BOX AND EXPLORATORY TESTING | August 2023 | September 2025 | Allow | 25 | 1 | 0 | No | No |
| 18363777 | AUTOMATION TEST SCRIPT GENERATION | August 2023 | November 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18227971 | SYSTEM AND METHOD FOR AUTOMATING CHANGE MANAGEMENT TASKS | July 2023 | April 2025 | Allow | 20 | 0 | 0 | Yes | No |
| 18360579 | APPLICATION OF STORAGE RETENTION POLICIES TO A SOFTWARE DEPLOYMENT PIPELINE IN RESPONSE TO CODE BRANCH MERGERS | July 2023 | September 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18273265 | APPLICATION SOFTWARE TESTING METHOD, ELECTRONIC DEVICE AND COMPUTER-READABLE STORAGE MEDIUM | July 2023 | October 2025 | Allow | 27 | 2 | 0 | No | No |
| 18218263 | ADAPTIVE CODE SCANNING | July 2023 | April 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18343917 | MANAGING DATA PIPELINES USING GRAPHICAL USER INTERFACES | June 2023 | August 2025 | Allow | 26 | 1 | 0 | No | No |
| 18214360 | LOCAL SYSTEM ENVIRONMENT FOR CLOUD BASED DEVELOPMENT | June 2023 | August 2025 | Allow | 25 | 1 | 0 | No | No |
| 18212385 | SYSTEM AND A METHOD FOR OPTIMIZING SPRINT-BASED TASKS IN AGILE METHODOLOGY | June 2023 | August 2025 | Allow | 26 | 1 | 0 | No | No |
| 18257711 | SYSTEM AND METHOD FOR CUSTOMIZING A VEHICLE FUNCTION | June 2023 | June 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18207291 | NO-CODE GENERATION OF INTEGRATION APPLICATIONS | June 2023 | November 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18329694 | AUTOMATED EVALUATION OF CODE DELIVERY | June 2023 | August 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18321935 | SYSTEMS AND METHODS FOR MONITORING PROGRESSION OF SOFTWARE VERSIONS AND DETECTION OF ANOMALIES | May 2023 | July 2025 | Allow | 26 | 2 | 0 | No | No |
| 18199283 | CLIENT-SIDE MACHINE LEARNING DEVELOPMENT ENVIRONMENT | May 2023 | May 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18317172 | GRAPHICAL USER INTERFACE FOR MACRO GENERATION, MODIFICATION, AND VERIFICATION | May 2023 | January 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18315899 | PARALLEL MULTI-RACK DATAPLANE UPGRADES | May 2023 | April 2025 | Allow | 24 | 0 | 0 | No | No |
| 18196340 | LOWERING JAVA TRY STATEMENTS IN A SYMBOLIC DESCRIPTION LANGUAGE | May 2023 | August 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18143427 | SYSTEMS AND METHODS FOR SOFTWARE DISTRIBUTION | May 2023 | February 2026 | Allow | 33 | 3 | 1 | Yes | No |
| 18311461 | AUTOMATIC RUNTIME EXECUTION HARDENING THROUGH STATIC SYSTEM APPLICATION PROGRAMMING INTERFACE (API) DATA MAPPING | May 2023 | July 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18141533 | RAPID PROTOTYPING OF USER EXPERIENCE COMPONENTS AND RELATED APPLICATION FUNCTIONALITY | May 2023 | September 2024 | Allow | 16 | 1 | 0 | No | No |
| 18141104 | INTERACTIVE CHATBOT DOCUMENTATION | April 2023 | October 2025 | Allow | 30 | 3 | 0 | Yes | No |
| 18138779 | AUGMENTED REALITY POWERED AUTO CODE GENERATOR | April 2023 | December 2024 | Allow | 20 | 0 | 0 | No | No |
| 18131276 | SYSTEMS AND METHODS FOR EMULATING AND TESTING DATA FLOWS IN DISTRIBUTED COMPUTING SYSTEMS | April 2023 | July 2025 | Allow | 27 | 2 | 0 | Yes | No |
| 18130145 | METHOD AND SYSTEM FOR GENERATING AND MANAGING SMART CONTRACT | April 2023 | October 2023 | Allow | 6 | 2 | 0 | Yes | No |
| 18193900 | DEVELOPMENT ENVIRONMENT INTEGRATED WITH INFRASTRUCTURE COST ESTIMATION SYSTEM | March 2023 | March 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18189302 | UPDATING SOFTWARE ELEMENTS WITH DIFFERENT TRUST LEVELS | March 2023 | April 2024 | Allow | 13 | 1 | 0 | No | No |
| 18126319 | INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING SYSTEM TO UPDATE A FUNCTION | March 2023 | February 2025 | Allow | 23 | 1 | 0 | No | No |
| 18125263 | PROGRAMMING AIDING METHOD IN A VISUAL PROGRAMMING INTERFACE | March 2023 | February 2025 | Allow | 23 | 1 | 0 | No | No |
| 18186886 | VIDEO GAME TESTING AND AUTOMATION FRAMEWORK | March 2023 | January 2025 | Allow | 22 | 0 | 0 | No | No |
| 18117382 | Methods and Apparatus For Facilitating Usage of Development Environments for Computer Programming With Conversational Artificial Intelligence | March 2023 | September 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18174734 | SYSTEM AND METHOD OF INDUSTRIAL AUTOMATION MULTI-DEVELOPER CONTROL CODE CHANGE COMMITS | February 2023 | October 2024 | Allow | 19 | 1 | 0 | No | No |
| 18113719 | SYSTEMS AND METHODS FOR ACTION VALIDATIONS | February 2023 | March 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18172700 | BI-DIRECTIONAL DESIGN-TO-CODE | February 2023 | October 2023 | Allow | 8 | 1 | 0 | No | No |
| 18021741 | METHOD AND APPARATUS FOR UPDATING CLOUD PLATFORM | February 2023 | December 2024 | Allow | 22 | 1 | 0 | No | No |
| 18040147 | METHODS AND APPARATUS TO PERFORM A PSEUDO-S3 PROTOCOL TO UPDATE FIRMWARE AND/OR ACTIVATE NEW FIRMWARE WITH A WARM RESET | January 2023 | September 2024 | Allow | 20 | 0 | 0 | Yes | No |
| 18160853 | OVER THE AIR ANALYTICS | January 2023 | December 2024 | Allow | 23 | 1 | 0 | Yes | No |
| 18159783 | SYSTEM AND METHOD FOR SELECTION OF VEHICLE APPLICATION INSTALLATION ORDER | January 2023 | October 2024 | Allow | 20 | 1 | 0 | No | No |
| 18160149 | Systems and Methods for Managing Distributed Metrics Rollups During Non-Disruptive Upgrade | January 2023 | December 2024 | Allow | 22 | 0 | 0 | No | No |
| 18159968 | AUTOMATED RUNTIME CONFIGURATION FOR DATAFLOWS | January 2023 | November 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 18158896 | METHODS AND APPARATUS FOR AUTOMATICALLY TRANSFORMING SOFTWARE PROCESS RECORDINGS INTO DYNAMIC AUTOMATION SCRIPTS | January 2023 | March 2023 | Allow | 2 | 0 | 0 | No | No |
| 18158587 | BOOTSTRAP METHOD FOR CONTINUOUS DEPLOYMENT IN CROSS-CUSTOMER MODEL MANAGEMENT | January 2023 | October 2024 | Allow | 21 | 0 | 0 | No | No |
| 18152666 | SOFTWARE PROGRAM ERROR TESTING FOR AUTONOMOUS SYSTEMS AND APPLICATIONS | January 2023 | January 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18093874 | SELF-CORRECTING BOT | January 2023 | August 2024 | Allow | 19 | 1 | 0 | No | No |
| 18094286 | MULTI-SURFACE APPLICATIONS | January 2023 | July 2024 | Allow | 18 | 0 | 0 | No | No |
| 18093073 | UPGRADABLE ELECTRONIC DEVICE AND METHOD FOR UPGRADING ELECTRONIC DEVICE | January 2023 | December 2024 | Allow | 23 | 1 | 0 | No | No |
| 18149392 | Core Criticality Performance Enhancements | January 2023 | November 2025 | Allow | 35 | 1 | 0 | Yes | No |
| 18148494 | Method, Apparatus and Systems for Enabling Delivery and Access of Applications and Services | December 2022 | September 2023 | Allow | 9 | 0 | 0 | Yes | No |
| 18090501 | MANAGEMENT METHOD AND NON-TRANSITORY MEDIUM USED FOR REDUCING VERSION DEPENDENCY | December 2022 | September 2025 | Abandon | 32 | 2 | 0 | No | No |
| 18086796 | METHOD FOR BUG LOCALISATION | December 2022 | October 2024 | Abandon | 22 | 1 | 0 | No | No |
| 18086760 | DEVICE TO BUILD PROGRAMS ON ALTERNATIVE CPU ARCHITECTURES AND A METHOD THEREOF | December 2022 | September 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 18087379 | SYSTEM AND METHOD FOR BINARY CODE DECOMPILATION USING MACHINE LEARNING | December 2022 | August 2024 | Allow | 20 | 1 | 0 | No | No |
| 18071958 | Intermediate Representation Method and Apparatus for Compiling Computation Graphs | November 2022 | March 2026 | Allow | 39 | 0 | 0 | No | No |
| 18058916 | AUTOMATICALLY EVALUATING APPLICATION ARCHITECTURE THROUGH ARCHITECTURE-AS-CODE | November 2022 | June 2023 | Allow | 6 | 0 | 0 | No | No |
| 18055513 | GOLDEN FLASH IMAGE | November 2022 | October 2024 | Allow | 23 | 2 | 0 | No | No |
| 18055222 | RESOURCE FILE LOADING METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | November 2022 | September 2024 | Allow | 22 | 1 | 0 | No | No |
| 17981440 | TRANSFER LEARNING SYSTEM FOR AUTOMATED SOFTWARE ENGINEERING TASKS | November 2022 | June 2023 | Allow | 7 | 0 | 0 | No | No |
| 17978902 | SOFTWARE COMPILATION FOR NETWORKED PROCESSING SYSTEM | November 2022 | October 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17974360 | SOFTWARE DEFINED RANDOMIZATION FOR THE MITIGATION OF UNKNOWN VULNERABILITIES | October 2022 | March 2026 | Allow | 41 | 2 | 0 | Yes | No |
| 17970450 | METHOD AND APPARATUS FOR USING A PACKET ARCHITECTURE TO PROCESS NEURAL NETWORKS IN A NEURAL PROCESSING UNIT | October 2022 | January 2026 | Allow | 39 | 1 | 0 | Yes | No |
| 18048384 | METHODS AND SYSTEMS FOR AUTOMATED TESTING USING BROWSER EXTENSION | October 2022 | November 2024 | Allow | 25 | 2 | 0 | Yes | No |
| 17967287 | MULTI-STAGE ANOMALY DETECTION AND REMEDIATION | October 2022 | April 2024 | Allow | 18 | 0 | 0 | No | No |
| 17965668 | DATA PROCESSING METHOD AND APPARATUS, COMPUTER DEVICE, AND READABLE STORAGE MEDIUM | October 2022 | July 2024 | Allow | 21 | 1 | 0 | No | No |
| 17965585 | SYSTEM AND METHOD FOR A TEST AUTOMATION FRAMEWORK ASSOCIATED WITH A SELF-DESCRIBING DATA SYSTEM | October 2022 | July 2025 | Allow | 33 | 3 | 0 | No | No |
| 17960058 | EMBEDDING CODE FROM MODULES ACROSS VERSIONING BOUNDARIES | October 2022 | March 2024 | Allow | 17 | 0 | 0 | No | No |
| 17952478 | METHOD AND SYSTEM FOR REMOTE LOAD OF ON-BOARD CERTIFIED SOFTWARE | September 2022 | August 2024 | Abandon | 23 | 3 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner RIVERA, ANIBAL.
With a 33.3% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success 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, 40.0% 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 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 RIVERA, ANIBAL works in Art Unit 2192 and has examined 513 patent applications in our dataset. With an allowance rate of 90.8%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 21 months.
Examiner RIVERA, ANIBAL's allowance rate of 90.8% places them in the 75% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by RIVERA, ANIBAL receive 1.52 office actions before reaching final disposition. This places the examiner in the 27% 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 RIVERA, ANIBAL is 21 months. This places the examiner in the 91% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +14.8% benefit to allowance rate for applications examined by RIVERA, ANIBAL. This interview benefit is in the 54% 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, 35.3% of applications are subsequently allowed. This success rate is in the 79% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.
This examiner enters after-final amendments leading to allowance in 51.2% of cases where such amendments are filed. This entry rate is in the 77% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.
When applicants request a pre-appeal conference (PAC) with this examiner, 171.4% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 92% 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 83.3% of appeals filed. This is in the 76% percentile among all examiners. Of these withdrawals, 53.3% 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, 30.8% are granted (fully or in part). This grant rate is in the 18% 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 0.4% of allowed cases (in the 58% 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 5.6% of allowed cases (in the 82% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.
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.