Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 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 |
| 18415048 | TRANSFER LEARNING SYSTEM FOR AUTOMATED SOFTWARE ENGINEERING TASKS | January 2024 | January 2025 | Allow | 12 | 0 | 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 |
| 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 |
| 18456110 | REMOTE RESPIRATORY THERAPY DEVICE MANAGEMENT | August 2023 | February 2025 | Allow | 18 | 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 |
| 18218263 | ADAPTIVE CODE SCANNING | July 2023 | April 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18257711 | SYSTEM AND METHOD FOR CUSTOMIZING A VEHICLE FUNCTION | June 2023 | June 2025 | Allow | 24 | 1 | 0 | Yes | 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 |
| 18141533 | RAPID PROTOTYPING OF USER EXPERIENCE COMPONENTS AND RELATED APPLICATION FUNCTIONALITY | May 2023 | September 2024 | Allow | 16 | 1 | 0 | No | No |
| 18138779 | AUGMENTED REALITY POWERED AUTO CODE GENERATOR | April 2023 | December 2024 | Allow | 20 | 0 | 0 | No | 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 |
| 18126319 | INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING SYSTEM TO UPDATE A FUNCTION | March 2023 | February 2025 | Allow | 23 | 1 | 0 | No | No |
| 18189302 | UPDATING SOFTWARE ELEMENTS WITH DIFFERENT TRUST LEVELS | March 2023 | April 2024 | Allow | 13 | 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 |
| 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 |
| 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 |
| 18159783 | SYSTEM AND METHOD FOR SELECTION OF VEHICLE APPLICATION INSTALLATION ORDER | January 2023 | October 2024 | Allow | 20 | 1 | 0 | No | No |
| 18158587 | BOOTSTRAP METHOD FOR CONTINUOUS DEPLOYMENT IN CROSS-CUSTOMER MODEL MANAGEMENT | January 2023 | October 2024 | Allow | 21 | 0 | 0 | No | 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 |
| 18152666 | SOFTWARE PROGRAM ERROR TESTING FOR AUTONOMOUS SYSTEMS AND APPLICATIONS | January 2023 | January 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18094286 | MULTI-SURFACE APPLICATIONS | January 2023 | July 2024 | Allow | 18 | 0 | 0 | No | No |
| 18093874 | SELF-CORRECTING BOT | January 2023 | August 2024 | Allow | 19 | 1 | 0 | No | No |
| 18093073 | UPGRADABLE ELECTRONIC DEVICE AND METHOD FOR UPGRADING ELECTRONIC DEVICE | January 2023 | December 2024 | Allow | 23 | 1 | 0 | No | 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 |
| 18087379 | SYSTEM AND METHOD FOR BINARY CODE DECOMPILATION USING MACHINE LEARNING | December 2022 | August 2024 | Allow | 20 | 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 |
| 18086796 | METHOD FOR BUG LOCALISATION | December 2022 | October 2024 | Abandon | 22 | 1 | 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 |
| 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 |
| 17960058 | EMBEDDING CODE FROM MODULES ACROSS VERSIONING BOUNDARIES | October 2022 | March 2024 | Allow | 17 | 0 | 0 | No | No |
| 17935488 | ONLINE QUERY EXECUTION USING A BIG DATA FRAMEWORK | September 2022 | June 2023 | Allow | 9 | 0 | 0 | Yes | No |
| 17952478 | METHOD AND SYSTEM FOR REMOTE LOAD OF ON-BOARD CERTIFIED SOFTWARE | September 2022 | August 2024 | Abandon | 23 | 3 | 0 | Yes | No |
| 17952159 | PATCHING CODE ALIGNED WITH AN EXECUTING BASE OPERATING SYSTEM | September 2022 | August 2024 | Allow | 22 | 2 | 0 | Yes | No |
| 17933461 | LEARNING SESSION-SPECIFIC CODE RECOMMENDATIONS FOR EDITING CODE FILES | September 2022 | August 2024 | Allow | 23 | 2 | 0 | No | No |
| 17947859 | AUTOMATED MACHINE LEARNING MODEL DEPLOYMENT | September 2022 | June 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17944906 | Systems and Methods for Generation of a Tenant-Specific Service for a Software-As-A-Service Platform | September 2022 | February 2025 | Allow | 29 | 2 | 0 | No | No |
| 17897362 | AUTOMATED CONTINUOUS VALIDATION FOR REGULATORY COMPLIANCE OF A COMPUTER SYSTEM (CS) COMPRISING A DYNAMIC COMPONENT | August 2022 | January 2024 | Allow | 17 | 0 | 0 | Yes | No |
| 17895881 | MINING CODE EXPRESSIONS FOR DATA ANALYSIS | August 2022 | July 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 17895082 | IDENTIFYING UNIQUE COMPUTER SOFTWARE IN UNSTRUCTURED TEXT | August 2022 | March 2024 | Allow | 19 | 1 | 0 | No | No |
| 17800796 | VEHICLE CONTROL SYSTEM AND VEHICLE CONTROL METHOD | August 2022 | August 2024 | Allow | 24 | 2 | 0 | No | No |
| 17886795 | METHODS AND SYSTEMS FOR HANDLING CONTROL FLOW STRUCTURES IN DATA-PARALLEL ARCHITECTURES | August 2022 | March 2024 | Allow | 20 | 1 | 0 | No | No |
| 17797725 | PROGRAMMING SUPPORT PROGRAM FOR PREVENTING WORK EFFICIENCY FROM LOWERING AS A RESULT OF CONVERSION | August 2022 | April 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17878642 | Low-Code / No-Code Layer for Interactive Application Development | August 2022 | April 2024 | Allow | 21 | 1 | 0 | No | No |
| 17876933 | MULTI-ENVIRONMENT CELLULAR NETWORK DEVELOPMENT AND TESTING SYSTEM | July 2022 | December 2024 | Allow | 28 | 3 | 0 | Yes | No |
| 17816284 | METHOD OF SUPERPOSITION OF MULTIPLE COMMANDS EXECUTION | July 2022 | May 2023 | Allow | 9 | 2 | 0 | No | No |
| 17795952 | LOOP UNROLLING PROCESSING APPARATUS, METHOD, AND PROGRAM | July 2022 | May 2024 | Allow | 22 | 1 | 0 | Yes | No |
| 17875183 | MASTER DEVICE, DATA DISTRIBUTION SYSTEM, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM | July 2022 | April 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17795043 | DATA PROCESSING SYSTEM, DATA TRANSFER DEVICE, AND CONTEXT SWITCHING METHOD | July 2022 | July 2023 | Allow | 12 | 2 | 0 | No | No |
| 17792481 | AUTOMATED CREATION AND DEPLOYMENT OF WEBSITES | July 2022 | July 2024 | Allow | 24 | 1 | 0 | No | No |
| 17863365 | FRAMEWORK FOR DEVELOPING AND DEPLOYING APPLICATIONS | July 2022 | January 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17861591 | BI-DIRECTIONAL DESIGN-TO-CODE | July 2022 | December 2022 | Allow | 6 | 0 | 0 | Yes | No |
| 17860807 | METHODS AND SYSTEMS FOR UPDATING DEVICE FIRMWARE WHILE MAINTAINING STATE AND CONNECTIVITY | July 2022 | April 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 17860475 | Method and Apparatus for Configuring a Reduced Instruction Set Computer Processor Architecture to Execute a Fully Homomorphic Encryption Algorithm | July 2022 | January 2025 | Allow | 31 | 0 | 0 | Yes | No |
| 17853028 | METHOD FOR OPTIMIZING PROGRAM USING REINFORCEMENT LEARNING | June 2022 | May 2024 | Allow | 22 | 1 | 0 | No | No |
| 17851628 | DATA SCIENTIST VIEWS IN INTEGRATED DESIGN ENVIRONMENTS | June 2022 | February 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 17848430 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUM FOR UPDATING SOFTWARE | June 2022 | January 2024 | Allow | 19 | 0 | 0 | No | No |
| 17844432 | AUTOMATED CODE GENERATION FOR DATA TRANSFORMATIONS IN A WORKFLOW | June 2022 | June 2024 | Allow | 23 | 0 | 0 | Yes | No |
| 17837507 | EMPLOYING SAMPLED REGISTER VALUES TO INFER MEMORY ACCESSES BY AN APPLICATION | June 2022 | January 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 17805823 | SYSTEM AND METHOD FOR IMPLANTABLE MEDICAL DEVICE REMOTE PROGRAMMING | June 2022 | August 2024 | Allow | 27 | 3 | 0 | No | No |
| 17833197 | SOFTWARE PORTFOLIO MANAGEMENT SYSTEM AND METHOD | June 2022 | December 2023 | Abandon | 19 | 2 | 0 | No | Yes |
| 17804418 | SERVICE VIRTUALIZATION | May 2022 | October 2023 | Allow | 17 | 1 | 0 | No | No |
| 17752967 | APPARATUS FOR OPERATING OVER-THE-AIR OTA UPDATE FOR VEHICLE, AND METHOD THEREOF | May 2022 | August 2024 | Abandon | 27 | 2 | 0 | No | No |
| 17752392 | APPARATUS FOR VEHICLE OVER-THE-AIR UPDATING, AND METHOD THEREOF | May 2022 | March 2024 | Allow | 22 | 1 | 0 | No | No |
| 17752550 | APPARATUS FOR PERFORMING OVER-THE-AIR (OTA) UPDATE FOR VEHICLE, AND METHOD THEREOF | May 2022 | March 2024 | Allow | 22 | 1 | 0 | No | No |
| 17750554 | METHOD AND SYSTEM FOR GENERATING DYNAMIC USER EXPERIENCE APPLICATIONS | May 2022 | August 2023 | Allow | 15 | 1 | 0 | No | No |
| 17774895 | OPERATION PATTERN GENERATION APPARATUS, OPERATION PATTERN GENERATION METHOD AND PROGRAM | May 2022 | January 2024 | Allow | 21 | 1 | 0 | No | No |
| 17733398 | Multilayered Generation and Processing of Computer Instructions | April 2022 | July 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17732345 | SYSTEMS AND METHODS FOR DEVICE TESTING TO AVOID RESOURCE CONFLICTS FOR A LARGE NUMBER OF TEST SCENARIOS | April 2022 | June 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17732327 | SYSTEM, METHOD, AND COMPUTER PROGRAM FOR DEVELOPMENT DRIVEN TEST AUTOMATION | April 2022 | March 2024 | Allow | 23 | 2 | 0 | No | No |
| 17660737 | PROACTIVE PREVENTION OF DATA UNAVAILABILITY AND DATA LOSS | April 2022 | October 2023 | Allow | 18 | 0 | 0 | Yes | No |
| 17660646 | MANAGEMENT AND DEVELOPMENT OF MODIFICATIONS WITHIN A SOURCE CODE | April 2022 | April 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 17726258 | AUTOMATING SEMANTICALLY-RELATED COMPUTING TASKS ACROSS CONTEXTS | April 2022 | January 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17720618 | MONITORING AND AUDITING SECURE SOFTWARE BUILDS | April 2022 | August 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17658746 | METHOD OF IMPLEMENTING ENTERPRISE CYBER REPORTS | April 2022 | February 2025 | Allow | 34 | 2 | 0 | Yes | No |
| 17717171 | PROPERTY MANAGEMENT METHOD AND PROPERTY MANAGEMENT SYSTEM AND MACHINE USING THE SAME | April 2022 | March 2023 | Allow | 11 | 1 | 0 | No | No |
| 17658399 | SYSTEMS AND METHODS FOR CONNECTED VEHICLE ENHANCEMENTS | April 2022 | December 2023 | Allow | 20 | 1 | 0 | No | No |
| 17703357 | Method for Real-Time Updating of Process Software | March 2022 | December 2023 | Allow | 21 | 1 | 0 | No | 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 624 patent applications in our dataset. With an allowance rate of 91.7%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 21 months.
Examiner RIVERA, ANIBAL's allowance rate of 91.7% places them in the 76% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by RIVERA, ANIBAL receive 1.44 office actions before reaching final disposition. This places the examiner in the 32% 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 84% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +12.5% benefit to allowance rate for applications examined by RIVERA, ANIBAL. This interview benefit is in the 53% 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, 36.5% 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 50.4% of cases where such amendments are filed. This entry rate is in the 71% 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, 171.4% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 91% 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 73% 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 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, 36.1% are granted (fully or in part). This grant rate is in the 32% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.
Examiner's Amendments: This examiner makes examiner's amendments in 0.3% of allowed cases (in the 55% 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 8.4% of allowed cases (in the 86% 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.