Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18621895 | COMMAND PROCESSOR, NEURAL PROCESSING SYSTEM AND METHOD FOR TRANSMITTING DATA THEREOF | March 2024 | December 2024 | Allow | 9 | 1 | 0 | No | No |
| 18621936 | COMMAND PROCESSOR, NEURAL CORE SOC AND METHOD FOR OBTAINING CONTEXT DATA USING THE SAME | March 2024 | October 2024 | Allow | 7 | 1 | 0 | No | No |
| 18585018 | SYSTEMS AND METHODS FOR CUSTOMIZATION OF WORKFLOW DESIGN | February 2024 | March 2025 | Allow | 12 | 1 | 0 | No | No |
| 18405380 | System in the Middle Transaction Processor | January 2024 | December 2024 | Allow | 11 | 1 | 0 | No | No |
| 18527578 | TRANSITIONING VOLUMES BETWEEN STORAGE VIRTUAL MACHINES | December 2023 | April 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18496415 | SYSTEMS AND METHODS TO GENERATE MACHINE-EXECUTABLE PROGRAMS CONFIGURED TO PRESENT DATA IN CLOUD ENVIRONMENTS | October 2023 | June 2024 | Allow | 7 | 1 | 0 | No | No |
| 18463964 | METHOD AND APPARATUS FOR A STEP-ENABLED WORKFLOW | September 2023 | April 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18127750 | System in the Middle Transaction Processor | March 2023 | December 2023 | Allow | 9 | 2 | 0 | Yes | No |
| 18153648 | Efficient High Bandwidth Shared Memory Architectures for Parallel Machine Learning and AI Processing of Large Data Sets and Streams | January 2023 | April 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18153177 | TECHNIQUES FOR VIRTUAL MACHINE TRANSFER AND RESOURCE MANAGEMENT | January 2023 | February 2024 | Allow | 13 | 1 | 0 | No | No |
| 18151306 | GLOBAL CACHE FOR CONTAINER IMAGES IN A CLUSTERED CONTAINER HOST SYSTEM | January 2023 | March 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18075153 | System And Method For The Segmentation Of A Processor Architecture Platform Solution | December 2022 | October 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 17998490 | DATA PROCESSING APPARATUS AND METHOD FOR CONTROLLING DATA PROCESSING APPARATUS | November 2022 | February 2024 | Abandon | 15 | 2 | 0 | No | No |
| 17983234 | SYSTEMS AND METHODS FOR CUSTOMIZATION OF WORKFLOW DESIGN | November 2022 | November 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17812081 | SYSTEMS AND METHODS FOR OPTIMIZATION OF DATA ELEMENT UTILIZATION USING DEMOGRAPHIC DATA | July 2022 | February 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 17745320 | ELECTRONIC DEVICE FOR PROCESSING NEURAL NETWORK MODEL AND METHOD OF OPERATING THE SAME | May 2022 | April 2025 | Allow | 35 | 1 | 0 | Yes | No |
| 17738920 | MANAGING VIRTUAL MACHINE MEMORY BALLOON USING TIME SERIES PREDICTIVE DATA | May 2022 | December 2023 | Allow | 19 | 2 | 0 | Yes | No |
| 17729885 | Methods and Systems for Storage Virtual Machine Migration Between Clusters of a Networked Storage System | April 2022 | May 2025 | Allow | 37 | 1 | 0 | No | No |
| 17726187 | DATA PROCESSING METHODS, APPARATUSES, ELECTRONIC DEVICES AND COMPUTER-READABLE STORAGE MEDIA | April 2022 | June 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17722121 | METHOD AND SYSTEM FOR MANAGING RESOURCE BUFFERS IN A DISTRIBUTED MULTI-TIERED COMPUTING ENVIRONMENT | April 2022 | February 2025 | Allow | 34 | 1 | 0 | No | No |
| 17671608 | DYNAMIC CONNECTION SWITCHING IN VIRTUAL DESKTOPS UNDER NESTED MODE | February 2022 | July 2025 | Allow | 41 | 1 | 0 | Yes | No |
| 17634825 | SECURE RESOURCE MANAGEMENT TO PREVENT RESOURCE ABUSE | February 2022 | January 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 17668285 | GPU CAPABILITY REDIRECTION IN VIRTUAL DESKTOP ENVIRONMENTS | February 2022 | April 2025 | Allow | 38 | 1 | 0 | Yes | No |
| 17570085 | Unified Application Notification Framework | January 2022 | October 2024 | Abandon | 33 | 4 | 0 | No | No |
| 17559126 | MANAGING VIRTUAL INFRASTRUCTURE RESOURCES IN CLOUD ENVIRONMENTS | December 2021 | December 2024 | Allow | 35 | 2 | 0 | No | Yes |
| 17559625 | PREPOPULATING PAGE TABLES FOR MEMORY OF WORKLOADS DURING LIVE MIGRATIONS | December 2021 | April 2025 | Abandon | 39 | 2 | 0 | Yes | No |
| 17559019 | DATA PROTECTION FOR CONTROL PLANES IN A VIRTUALIZED COMPUTER SYSTEM | December 2021 | March 2025 | Abandon | 39 | 1 | 0 | No | No |
| 17554802 | PARALLEL EXECUTION OF STATEFUL BLACK BOX OPERATORS | December 2021 | February 2025 | Allow | 38 | 1 | 0 | No | No |
| 17644601 | DEVICE EMULATION IN REMOTE COMPUTING ENVIRONMENTS | December 2021 | January 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17542903 | VIRTUAL CONTROLLER ARCHITECTURE AND SYSTEMS AND METHODS IMPLEMENTING SAME | December 2021 | January 2025 | Abandon | 38 | 1 | 0 | No | No |
| 17612253 | Methods and Apparatus for Selection of a Virtualisation Engine | November 2021 | February 2025 | Allow | 39 | 2 | 0 | No | No |
| 17526297 | METHOD AND SYSTEM FOR STORING SNAPSHOTS IN HYPER-CONVERGED INFRASTRUCTURE | November 2021 | November 2024 | Abandon | 36 | 1 | 0 | No | No |
| 17522222 | METHOD OF MANAGING RESOURCES, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT | November 2021 | December 2024 | Allow | 37 | 2 | 0 | No | No |
| 17609158 | HYPERVISOR AND CONTROL DEVICE | November 2021 | March 2025 | Allow | 41 | 2 | 0 | No | No |
| 16482244 | Measuring the Memory Usage of Java Programs | October 2021 | September 2024 | Abandon | 60 | 1 | 0 | No | No |
| 17385712 | SHARING TEMPLATES AND MULTI-INSTANCE CLOUD DEPLOYABLE APPLICATIONS | July 2021 | November 2024 | Allow | 39 | 4 | 0 | No | No |
| 17368083 | AUTOMATION SYSTEM AND METHOD | July 2021 | September 2024 | Allow | 39 | 5 | 0 | Yes | No |
| 17354542 | PRESCRIPTIVE ANALYTICS-BASED PERFORMANCE-CENTRIC DYNAMIC SERVERLESS SIZING | June 2021 | April 2023 | Allow | 22 | 1 | 0 | No | No |
| 17416769 | CACHED AND PIPELINED EXECUTION OF SOFTWARE MODULES | June 2021 | November 2024 | Abandon | 41 | 2 | 0 | No | No |
| 17351488 | PARALLEL CONTEXT SWITCHING FOR INTERRUPT HANDLING | June 2021 | March 2023 | Allow | 21 | 1 | 0 | Yes | No |
| 17348768 | MACHINE LEARNING DEVICE | June 2021 | September 2024 | Allow | 39 | 2 | 0 | Yes | No |
| 17346887 | Processing Data Payloads from External Data Storage Systems in an Observability Pipeline System | June 2021 | September 2024 | Allow | 39 | 1 | 0 | No | No |
| 17413345 | COMMUNICATION INTERFACES SUITED FOR USE WITH FLEXIBLE LOGIC UNITS | June 2021 | July 2024 | Allow | 37 | 1 | 0 | No | No |
| 17413351 | Application Publishing In A Virtualized Environment | June 2021 | March 2025 | Allow | 45 | 2 | 0 | No | No |
| 17343963 | WORKING WITH APPLICATIONS AND FILES OF MULTIPLE REMOTE DESKTOPS ON A SINGLE REMOTE DESKTOP | June 2021 | July 2024 | Allow | 37 | 2 | 0 | Yes | No |
| 17330000 | System and Method for Virtualizing Hot-Swappable PCIe Devices for Virtual Machines | May 2021 | February 2024 | Allow | 33 | 3 | 0 | No | No |
| 17238560 | ROBOT BROWSER EMBEDDING | April 2021 | July 2024 | Allow | 38 | 2 | 0 | Yes | No |
| 17237853 | System and Method for Efficient Snapshots Barrier Mechanism for System With Presorted Container-Based Log | April 2021 | March 2024 | Allow | 35 | 3 | 0 | No | No |
| 17233149 | PARALLELISM IN SERIAL PIPELINE PROCESSING | April 2021 | February 2024 | Allow | 34 | 2 | 0 | No | No |
| 17226183 | COMPUTERIZED SYSTEMS AND METHODS FOR FAIL-SAFE LOADING OF INFORMATION ON A USER INTERFACE USING A CIRCUIT BREAKER | April 2021 | December 2022 | Allow | 20 | 1 | 0 | No | No |
| 17214121 | METHOD AND APPARATUS FOR DATA PROCESSING, SERVER AND STORAGE MEDIUM | March 2021 | September 2023 | Allow | 30 | 1 | 0 | No | No |
| 17205309 | DATA LINKAGE SYSTEM AND API PLATFORM | March 2021 | June 2023 | Allow | 27 | 1 | 0 | No | No |
| 17188433 | NON FRAGMENTING MEMORY BALLOONING | March 2021 | August 2024 | Allow | 41 | 3 | 0 | Yes | No |
| 17270659 | Securing Virtual-Machine Software Applications | February 2021 | November 2021 | Allow | 9 | 1 | 0 | Yes | No |
| 17167429 | TECHNIQUES FOR PAIRING IN A TASK ASSIGNMENT SYSTEM WITH AN EXTERNAL PAIRING SYSTEM | February 2021 | January 2025 | Allow | 48 | 3 | 0 | No | No |
| 17163210 | MEMORY REGISTRATION FOR OPTIMIZING RDMA PERFORMANCE IN HYPERCONVERGED COMPUTING ENVIRONMENTS | January 2021 | April 2024 | Allow | 38 | 3 | 0 | Yes | No |
| 17113993 | APPLICATION PROGRAMMING INTERFACE FOR NEURAL NETWORK COMPUTATION | December 2020 | January 2025 | Abandon | 49 | 3 | 0 | Yes | Yes |
| 17111176 | MANAGING ACCESS TO A RESOURCE SHARED BY A PLURALITY OF APPLICATIONS | December 2020 | August 2023 | Allow | 33 | 1 | 0 | No | No |
| 17085893 | MEMORY ALLOCATOR FOR I/O OPERATIONS | October 2020 | February 2023 | Allow | 28 | 1 | 0 | No | No |
| 17084112 | SYSTEM AND METHOD FOR CONSTRUCTING FILTER GRAPH-BASED MEDIA PROCESSING PIPELINES IN A BROWSER | October 2020 | August 2023 | Allow | 34 | 1 | 0 | No | No |
| 17067285 | PACKAGING AND DEPLOYING ALGORITHMS FOR FLEXIBLE MACHINE LEARNING | October 2020 | September 2022 | Allow | 23 | 1 | 0 | No | No |
| 17031469 | CLOUD-BASED JOB SCHEDULING AND MANAGEMENT SERVICE | September 2020 | April 2024 | Allow | 42 | 2 | 0 | Yes | No |
| 17026372 | JUST IN TIME ASSEMBLY OF TRANSACTIONS | September 2020 | May 2024 | Allow | 44 | 2 | 0 | Yes | No |
| 17027569 | METHOD AND APPARATUS FOR A STEP-ENABLED WORKFLOW | September 2020 | December 2024 | Allow | 51 | 4 | 0 | Yes | No |
| 17024193 | METHOD AND APPARATUS FOR A STEP-ENABLED WORKFLOW | September 2020 | June 2023 | Allow | 33 | 1 | 0 | No | No |
| 17007846 | MULTIPLE TASK EXECUTION | August 2020 | March 2024 | Abandon | 43 | 4 | 0 | No | No |
| 17007807 | SYSTEMS AND METHODS FOR MANAGING RESOURCES IN A VIRTUAL DESKTOP INFRASTRUCTURE | August 2020 | June 2024 | Allow | 46 | 3 | 0 | Yes | No |
| 16997252 | SYSTEMS AND METHODS FOR HIGH AVAILABILITY, FAILOVER AND LOAD BALANCING OF HETEROGENEOUS RESOURCES | August 2020 | March 2023 | Allow | 30 | 2 | 0 | No | No |
| 16969702 | PROGRAM EXECUTION CONTROL METHOD AND VEHICLE CONTROL DEVICE | August 2020 | January 2023 | Allow | 30 | 1 | 0 | No | No |
| 16989285 | COMPUTERIZED SYSTEMS AND METHODS FOR FAIL-SAFE LOADING OF INFORMATION ON A USER INTERFACE USING A CIRCUIT BREAKER | August 2020 | January 2021 | Allow | 5 | 0 | 0 | Yes | No |
| 16985977 | COMPLETING AN SMI TASK ACROSS MULTIPLE SMI EVENTS | August 2020 | August 2022 | Allow | 25 | 2 | 0 | No | No |
| 16943636 | EVENT NOTIFICATION SUPPORT FOR NESTED VIRTUAL MACHINES | July 2020 | April 2023 | Allow | 33 | 1 | 0 | No | No |
| 16947055 | FPGA-BASED DYNAMIC GRAPH PROCESSING METHOD | July 2020 | January 2023 | Allow | 30 | 1 | 0 | No | No |
| 16960973 | MANAGEMENT OF DYNAMIC SHARING OF CENTRAL PROCESSING UNITS | July 2020 | March 2023 | Allow | 32 | 1 | 0 | No | No |
| 16919863 | SYSTEM AND METHOD FOR UPDATING APPLICATIONS WITH CURRENT INSTANCE CONFIGURATIONS IN REAL-TIME | July 2020 | September 2022 | Allow | 26 | 1 | 0 | Yes | No |
| 16917544 | Managing Storage Device Compute Operations | June 2020 | October 2023 | Allow | 39 | 2 | 0 | Yes | No |
| 16915380 | END-TO-END QUALITY OF SERVICE MECHANISM FOR STORAGE SYSTEM USING PRIORITIZED THREAD QUEUES | June 2020 | December 2023 | Allow | 41 | 4 | 0 | Yes | No |
| 16911445 | SYSTEM, APPARATUS AND METHOD FOR ENABLING FINE-GRAIN QUALITY OF SERVICE OR RATE CONTROL FOR WORK SUBMISSIONS | June 2020 | October 2023 | Allow | 40 | 3 | 0 | Yes | No |
| 16908909 | TRANSITIONING VOLUMES BETWEEN STORAGE VIRTUAL MACHINES | June 2020 | July 2023 | Allow | 37 | 3 | 0 | Yes | No |
| 16907348 | APPARATUS, SYSTEM, AND METHOD FOR LOCKLESS RESOURCE RECLAMATION IN SINGLE WRITER MULTIPLE READER TECHNOLOGIES | June 2020 | December 2021 | Allow | 18 | 1 | 0 | Yes | No |
| 16895857 | SYSTEMS AND METHODS FOR OPTIMIZATION OF DATA ELEMENT UTILIZATION USING DEMOGRAPHIC DATA | June 2020 | April 2022 | Allow | 22 | 1 | 0 | No | No |
| 16886912 | Assigning Workloads in a Multi-Node Processing Environment Using Feedback From Each Node | May 2020 | December 2022 | Allow | 31 | 2 | 0 | Yes | No |
| 15931036 | Method for Resource Allocation and Related Products | May 2020 | May 2023 | Allow | 36 | 3 | 0 | No | No |
| 16866021 | SHARING TEMPLATES AND MULTI-INSTANCE CLOUD DEPLOYABLE APPLICATIONS | May 2020 | April 2021 | Allow | 11 | 1 | 0 | No | No |
| 16862461 | DYNAMIC POWER MANAGEMENT STATES FOR VIRTUAL MACHINE MIGRATION | April 2020 | September 2022 | Allow | 29 | 1 | 0 | Yes | No |
| 16860286 | SYSTEM AND METHOD FOR INREASING ROBUSTNESS OF HETEROGENEOUS COMPUTING SYSTEMS | April 2020 | May 2022 | Allow | 24 | 1 | 0 | No | No |
| 16839789 | CUSTOM PLACEMENT POLICIES FOR VIRTUAL MACHINES | April 2020 | March 2022 | Allow | 24 | 0 | 0 | No | No |
| 16838526 | MANAGEMENT OF A CONTAINER IMAGE REGISTRY IN A VIRTUALIZED COMPUTER SYSTEM | April 2020 | February 2022 | Allow | 23 | 1 | 0 | Yes | No |
| 16833755 | MESSAGING FOR A HARDWARE ACCELERATION SYSTEM | March 2020 | October 2022 | Allow | 30 | 2 | 0 | Yes | No |
| 16832372 | RECLAIMING AND REUSING PRE-BOOT RESERVED MEMORY POST-BOOT | March 2020 | March 2023 | Allow | 36 | 2 | 0 | No | No |
| 16831474 | Systems and Methods for Customization of Workflow Design | March 2020 | August 2022 | Allow | 28 | 2 | 0 | Yes | No |
| 16816248 | SYSTEMS AND METHODS OF REMOTE MACHINE LEARNING TRAINING WITH REMOTE SUBMISSION AND EXECUTION THROUGH A CODING NOTEBOOK | March 2020 | December 2022 | Allow | 33 | 1 | 0 | No | No |
| 16815265 | METHOD AND SYSTEM FOR DEADLINE INHERITANCE FOR RESOURCE SYNCHRONIZATION | March 2020 | April 2022 | Allow | 25 | 1 | 0 | Yes | No |
| 16789602 | MULTI-CORE SYSTEM AND CONTROLLING OPERATION OF THE SAME | February 2020 | April 2023 | Allow | 38 | 2 | 0 | Yes | No |
| 16777153 | ESTABLISHING SECURE REMOTE ACCESS TO DEBUG LOGS | January 2020 | March 2023 | Allow | 37 | 3 | 0 | Yes | No |
| 16777516 | CONTAINER ISOLATION METHOD AND APPARATUS FOR NETLINK RESOURCE | January 2020 | July 2022 | Allow | 30 | 2 | 0 | No | No |
| 16775641 | MOVEABLE DISTRIBUTED SYNCHRONIZATION OBJECTS | January 2020 | June 2024 | Abandon | 52 | 6 | 0 | Yes | No |
| 16751529 | GLOBAL CACHE FOR CONTAINER IMAGES IN A CLUSTERED CONTAINER HOST SYSTEM | January 2020 | September 2022 | Allow | 32 | 2 | 0 | Yes | No |
| 16749373 | LOAD BALANCING THROUGH AUTONOMOUS ORGANIZATION MIGRATION | January 2020 | March 2022 | Allow | 26 | 1 | 0 | Yes | No |
| 16745984 | SHARABLE LINK FOR REMOTE COMPUTING RESOURCE ACCESS | January 2020 | February 2024 | Allow | 49 | 4 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LABUD, JONATHAN R.
With a 25.0% 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, 45.7% 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 LABUD, JONATHAN R works in Art Unit 2196 and has examined 452 patent applications in our dataset. With an allowance rate of 84.3%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 36 months.
Examiner LABUD, JONATHAN R's allowance rate of 84.3% places them in the 54% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by LABUD, JONATHAN R receive 2.29 office actions before reaching final disposition. This places the examiner in the 78% 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 LABUD, JONATHAN R is 36 months. This places the examiner in the 17% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +11.6% benefit to allowance rate for applications examined by LABUD, JONATHAN R. This interview benefit is in the 50% 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, 30.0% of applications are subsequently allowed. This success rate is in the 50% 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 34.7% of cases where such amendments are filed. This entry rate is in the 44% 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, 150.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 88% 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 77.8% of appeals filed. This is in the 65% percentile among all examiners. Of these withdrawals, 60.7% 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, 41.4% are granted (fully or in part). This grant rate is in the 42% 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 0.2% of allowed cases (in the 51% 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 0.0% of allowed cases (in the 14% 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.