Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19088740 | DATA ANALYTICS FOR DIGITAL CATALOGS | March 2025 | June 2025 | Allow | 2 | 1 | 0 | No | No |
| 19000697 | SYSTEMS AND METHODS FOR MULTI-LANGUAGE TRAINING OF MACHINE LEARNING MODELS | December 2024 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 19000691 | SYSTEMS AND METHODS FOR MULTI-LANGUAGE TRAINING OF MACHINE LEARNING MODELS | December 2024 | March 2025 | Allow | 2 | 0 | 0 | No | No |
| 18875728 | CONTROL DEVICE, CONTROL METHOD, AND PROGRAM | December 2024 | July 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18915875 | VIRTUAL CURRENT REPRESENTATION OF MAGNETIC FIELDS FOR ELECTRIC MOTOR DESIGN | October 2024 | March 2025 | Allow | 5 | 1 | 0 | No | No |
| 18764996 | UNIFIED EVENT PROCESSING AND LOG MANAGEMENT OVER MULTIPLE DOMAINS | July 2024 | May 2025 | Allow | 10 | 1 | 0 | No | No |
| 18751231 | Systems And Methods For Transferring Multiple Data | June 2024 | December 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18742927 | PROVIDING APPLICATION PROGRAMMING INTERFACE ENDPOINTS FOR MACHINE LEARNING MODELS | June 2024 | May 2025 | Allow | 11 | 1 | 0 | No | No |
| 18672892 | COMMUNICATION AND SYNCHRONIZATION WITH EDGE SYSTEMS | May 2024 | April 2025 | Allow | 11 | 1 | 0 | No | No |
| 18671937 | SYSTEMS AND METHODS FOR INTEGRATING COMPUTER APPLICATIONS | May 2024 | October 2025 | Allow | 17 | 2 | 0 | Yes | No |
| 18667501 | PREFLIGHT CHECKS FOR HARDWARE ACCELERATORS IN A DISTRIBUTED SYSTEM | May 2024 | March 2025 | Allow | 10 | 1 | 0 | No | No |
| 18609649 | VIRTUAL ACCELERATORS IN A VIRTUALIZED COMPUTING SYSTEM | March 2024 | February 2025 | Allow | 11 | 1 | 0 | No | No |
| 18608418 | VIRTUAL CURRENT REPRESENTATION OF MAGNETIC FIELDS FOR ELECTRIC MOTOR DESIGN | March 2024 | July 2024 | Allow | 4 | 1 | 0 | No | No |
| 18606394 | SOLVER FOR SCIENTIFIC COMPUTING THAT DETECTS AND HANDLES DISCONTINUITIES OR IRREGULARITIES IN A SIMULATION | March 2024 | June 2024 | Allow | 3 | 0 | 0 | No | No |
| 18597568 | DISTRIBUTED USER MODE PROCESSING | March 2024 | April 2025 | Allow | 14 | 1 | 0 | No | No |
| 18586821 | Retimer With Host-Interactive Data Logging Engine | February 2024 | February 2025 | Allow | 12 | 1 | 0 | No | No |
| 18438081 | CONTROL DISPLAY METHOD AND ELECTRONIC DEVICE | February 2024 | January 2025 | Allow | 12 | 1 | 0 | No | No |
| 18433661 | DATA MOVEMENT AND MONITORING SYSTEM | February 2024 | November 2024 | Allow | 9 | 2 | 0 | No | No |
| 18432857 | DATA ANALYTICS FOR DIGITAL CATALOGS | February 2024 | September 2025 | Allow | 20 | 1 | 0 | No | No |
| 18419920 | SYSTEM AND METHOD FOR ESTIMATING AMPACITY OF MULTIPLE BARE OVERHEAD CONDUCTORS IN A RANGE OF AMBIENT TEMPERATURES WITHIN A SINGLE SIMULATION | January 2024 | December 2024 | Allow | 10 | 2 | 0 | No | No |
| 18408405 | INFERENCE FLOW ORCHESTRATION SERVICE | January 2024 | September 2024 | Allow | 8 | 0 | 0 | No | No |
| 18406059 | PREDICTIVE INFORMATION FOR FREE SPACE GESTURE CONTROL AND COMMUNICATION | January 2024 | November 2024 | Allow | 11 | 1 | 0 | No | No |
| 18404779 | BUILDING DATA PLATFORM WITH CONTEXT BASED TWIN FUNCTION PROCESSING | January 2024 | September 2024 | Allow | 8 | 1 | 0 | No | No |
| 18390879 | SEMANTIC MAPPING | December 2023 | July 2024 | Allow | 6 | 1 | 0 | Yes | No |
| 18379503 | TECHNIQUES FOR EXECUTION ORCHESTRATION WITH TOPOLOGICAL DEPENDENCY RELATIONSHIPS | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18377831 | STANDARDIZED INTERACTIONS ACROSS DIFFERENT BLOCKCHAINS | October 2023 | September 2024 | Allow | 11 | 2 | 0 | Yes | No |
| 18483304 | Extensible Event Bus Architecture | October 2023 | June 2025 | Allow | 20 | 2 | 0 | No | No |
| 18471640 | SYSTEM AND METHOD FOR ROUTING REQUESTS FOR EVENTS | September 2023 | July 2024 | Allow | 10 | 1 | 0 | No | No |
| 18371173 | TIME MULTIPLEXING TECHNIQUE TO TRANSFORM SINGLE CORE PROCESSOR IN A MULTICORE PROCESSOR | September 2023 | February 2026 | Allow | 28 | 0 | 0 | Yes | No |
| 18367391 | DATA ANALYTICS FOR DIGITAL CATALOGS | September 2023 | November 2023 | Allow | 2 | 0 | 0 | No | No |
| 18238171 | SYSTEM AND METHOD FOR JOINING A MEETING AND SETUP THEREOF | August 2023 | July 2024 | Allow | 11 | 1 | 0 | No | No |
| 18451424 | TENANT COPY OPERATION IN A MICROSERVICE ARCHITECTURE | August 2023 | July 2024 | Allow | 11 | 1 | 0 | No | No |
| 18449184 | Auto Pause Incident Notification | August 2023 | May 2024 | Allow | 9 | 2 | 0 | No | No |
| 18366461 | SYSTEMS AND METHODS FOR EDGE SYSTEM RESOURCE CAPACITY PERFORMANCE PREDICTION | August 2023 | January 2026 | Allow | 30 | 2 | 0 | No | No |
| 18366549 | SYSTEMS AND METHODS FOR EDGE RESOURCE DEMAND LOAD ESTIMATION | August 2023 | February 2026 | Allow | 30 | 0 | 0 | No | No |
| 18366555 | SYSTEMS AND METHODS FOR EDGE RESOURCE DEMAND LOAD SCHEDULING | August 2023 | February 2026 | Allow | 30 | 0 | 0 | No | No |
| 18366538 | SYSTEMS AND METHODS FOR CONTINUED EDGE RESOURCE DEMAND LOAD ESTIMATION | August 2023 | March 2026 | Allow | 31 | 1 | 0 | No | No |
| 18366507 | SYSTEMS AND METHODS FOR HYPERGRAPH EDGE RESOURCE DEMAND LOAD REPRESENTATION | August 2023 | March 2026 | Allow | 31 | 1 | 0 | No | No |
| 18366520 | SYSTEMS AND METHODS FOR HYPERGRAPH EDGE RESOURCE DEMAND KNOWLEDGE MANAGEMENT | August 2023 | March 2026 | Allow | 31 | 1 | 0 | No | No |
| 18341834 | Shared Library Conversion | June 2023 | March 2026 | Allow | 32 | 1 | 0 | Yes | No |
| 18342662 | EVENT-DRIVEN SERVICE FOR CONFIGURABLE METRICS | June 2023 | April 2024 | Allow | 10 | 1 | 0 | No | No |
| 18333654 | OPTIMIZATION OF CONFIGURABLE DISTRIBUTED COMPUTING SYSTEMS | June 2023 | March 2024 | Allow | 9 | 1 | 0 | No | No |
| 18205349 | STANDARDIZED INTERACTIONS ACROSS DIFFERENT BLOCKCHAINS | June 2023 | October 2023 | Allow | 5 | 1 | 0 | No | No |
| 18315688 | WEBHOOKS USE FOR A MICROSERVICE ARCHITECTURE APPLICATION | May 2023 | February 2024 | Allow | 9 | 0 | 0 | No | No |
| 18315811 | VIRTUAL CURRENT REPRESENTATION OF MAGNETIC FIELDS FOR ELECTRIC MOTOR DESIGN | May 2023 | November 2023 | Allow | 6 | 1 | 0 | No | No |
| 18251230 | SUBSCRIPTION-BASED DATA DELIVERY SYSTEM | April 2023 | October 2025 | Allow | 30 | 0 | 0 | No | No |
| 18139663 | PROVIDING APPLICATION PROGRAMMING INTERFACE ENDPOINTS FOR MACHINE LEARNING MODELS | April 2023 | March 2024 | Allow | 11 | 1 | 0 | No | No |
| 18137964 | ANOMALOUS BEHAVIOR DETECTION | April 2023 | April 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18031048 | Method for Controlling Time-Limited Use of Application, and Electronic Device | April 2023 | August 2025 | Allow | 28 | 0 | 0 | No | No |
| 18132683 | SAFE, SECURE, VIRTUALIZED, DOMAIN SPECIFIC HARDWARE ACCELERATOR | April 2023 | July 2025 | Allow | 27 | 2 | 0 | No | No |
| 18130186 | METHOD AND APPARATUS FOR REAL-TIME TASK SCHEDULING FOR NON-PREEMPTIVE SYSTEM | April 2023 | August 2025 | Allow | 28 | 0 | 0 | No | No |
| 18123870 | DETERMINING WHETHER AND/OR WHEN TO PROVIDE NOTIFICATIONS, BASED ON APPLICATION CONTENT, TO MITIGATE COMPUTATIONALLY WASTEFUL APPLICATION-LAUNCHING BEHAVIOR | March 2023 | November 2023 | Allow | 7 | 1 | 0 | No | No |
| 18185300 | COMMUNICATION AND SYNCHRONIZATION WITH EDGE SYSTEMS | March 2023 | February 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18118112 | SYSTEMS AND METHODS FOR INTEGRATING COMPUTER APPLICATIONS | March 2023 | January 2024 | Allow | 11 | 1 | 0 | No | No |
| 18173944 | SYSTEM AND METHOD FOR ROUTING REQUESTS FOR EVENTS | February 2023 | June 2023 | Allow | 4 | 0 | 0 | No | No |
| 18161565 | DETECTING MULTIPLE OPERATOR PATTERN SERVICES MAKING CONFLICTING RESOURCE MODIFICATIONS | January 2023 | January 2025 | Allow | 24 | 1 | 0 | No | No |
| 18161811 | PREDICTIVE INFORMATION FOR FREE SPACE GESTURE CONTROL AND COMMUNICATION | January 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18161650 | SYSTEMS, METHODS, AND DEVICES FOR IMPROVED APPLICATION PROGRAM INTERFACE MANAGEMENT IN A CLOUD-COMPUTING ENVIRONMENT | January 2023 | July 2025 | Allow | 30 | 0 | 0 | No | No |
| 18101405 | MANAGE DAEMON FOR EVENT RECONCILIATION IN A COMPUTER SYSTEM | January 2023 | June 2025 | Allow | 29 | 0 | 0 | No | No |
| 18157361 | SYSTEM AND METHOD FOR MANAGING A MIGRATION OF A PRODUCTION ENVIRONMENT EXECUTING LOGICAL DEVICES | January 2023 | November 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 18149470 | DATA MANAGEMENT USING RAPID PROGRAM LAUNCH | January 2023 | August 2025 | Allow | 31 | 0 | 0 | No | No |
| 18092332 | UNIFIED EVENT PROCESSING AND LOG MANAGEMENT OVER MULTIPLE DOMAINS | January 2023 | April 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18072878 | TENANT COPY OPERATION IN A MICROSERVICE ARCHITECTURE | December 2022 | July 2023 | Allow | 7 | 1 | 0 | No | No |
| 17985701 | MANAGING DATA DEPENDENCIES IN AN N-LAYER ARCHITECTURE FOR DATA LOADING OPTIMIZATIONS | November 2022 | September 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17984817 | MECHANISM TO TRIGGER EARLY TERMINATION OF COOPERATING PROCESSES | November 2022 | June 2023 | Allow | 7 | 1 | 0 | No | No |
| 17978820 | GENERATING PLUG-IN APPLICATION RECIPE EXTENSIONS | November 2022 | February 2023 | Allow | 4 | 0 | 0 | No | No |
| 17966587 | DEEP FUSION OF KERNEL EXECUTION | October 2022 | January 2026 | Allow | 39 | 1 | 0 | No | No |
| 17962091 | DYNAMIC OPTION RESELECTION IN VIRTUAL ASSISTANT COMMUNICATION SESSIONS | October 2022 | May 2023 | Allow | 7 | 0 | 0 | No | No |
| 17958106 | PROVIDING HOST MEDIA PROCESSING FUNCTIONALITY TO A GUEST OPERATING SYSTEM | September 2022 | February 2025 | Allow | 28 | 0 | 0 | No | No |
| 17956976 | DATA PROCESSING UTILIZING AN ASYNCHRONOUS COMMUNICATION REPOSITORY | September 2022 | February 2025 | Allow | 28 | 0 | 0 | No | No |
| 17956366 | NODE ASSESSMENT IN HCI ENVIRONMENT | September 2022 | November 2025 | Allow | 38 | 2 | 0 | No | No |
| 17952955 | COMMUNICATION METHOD BETWEEN VIRTUAL MACHINES USING MAILBOXES, SYSTEM-ON-CHIP PERFORMING THE COMMUNICATION METHOD, AND IN-VEHICLE INFOTAINMENT SYSTEM INCLUDING SAME | September 2022 | January 2026 | Allow | 40 | 1 | 0 | Yes | No |
| 17935531 | WEBHOOKS USE FOR A MICROSERVICE ARCHITECTURE APPLICATION | September 2022 | February 2023 | Allow | 4 | 1 | 0 | No | No |
| 17914204 | ORCHESTRATION OF VIRTUALIZATION TECHNOLOGY AND APPLICATION IMPLEMENTATION | September 2022 | June 2025 | Allow | 33 | 0 | 0 | No | No |
| 17949500 | MOBILE DEVICE RESOURCE OPTIMIZED KIOSK MODE | September 2022 | December 2024 | Allow | 27 | 0 | 0 | No | No |
| 17946213 | DISTRIBUTED USER MODE PROCESSING | September 2022 | July 2023 | Allow | 10 | 1 | 0 | No | No |
| 17892955 | HOST ENDPOINT ADAPTIVE COMPUTE COMPOSABILITY | August 2022 | December 2025 | Allow | 39 | 1 | 0 | Yes | No |
| 17888175 | MESSAGE COMMUNICATION OF SENSOR AND OTHER DATA | August 2022 | August 2023 | Allow | 12 | 2 | 0 | No | No |
| 17881502 | System and Method for Connecting xAPI Statements with Third Party Applications Using Representational State Transfer APIs | August 2022 | September 2023 | Allow | 13 | 0 | 0 | No | No |
| 17879893 | AUTOMATED STREAMING DATA MODEL GENERATION WITH PARALLEL PROCESSING CAPABILITY | August 2022 | October 2022 | Allow | 3 | 0 | 0 | No | No |
| 17816762 | PRIORITIZED DATA OBJECT PROCESSING UNDER PROCESSING TIME CONSTRAINTS | August 2022 | May 2023 | Allow | 10 | 1 | 0 | No | No |
| 17877039 | BATCH EVENT DELIVERY WITH IDENTIFIERS | July 2022 | December 2024 | Allow | 29 | 0 | 0 | No | No |
| 17876450 | DYNAMICALLY MODULAR AND CUSTOMIZABLE COMPUTING ENVIRONMENTS | July 2022 | November 2024 | Allow | 28 | 0 | 0 | No | No |
| 17874282 | Event Driven Data Processing System and Method | July 2022 | March 2023 | Allow | 7 | 1 | 0 | No | No |
| 17870474 | Data Management Method, Apparatus, and Device, Computer-Readable Storage Medium, and System | July 2022 | November 2025 | Allow | 40 | 1 | 0 | No | No |
| 17868446 | CONTROL DISPLAY METHOD AND ELECTRONIC DEVICE | July 2022 | August 2023 | Allow | 13 | 0 | 0 | No | No |
| 17864071 | SYSTEMS AND METHODS FOR SOLID STATE DEVICE (SSD) SIMULATION | July 2022 | March 2025 | Allow | 32 | 0 | 0 | No | No |
| 17862989 | IDENTIFYING HOTSPOTS AND COLDSPOTS IN FORECASTED POWER CONSUMPTION DATA IN AN IT DATA CENTER FOR WORKLOAD SCHEDULING | July 2022 | May 2025 | Allow | 34 | 1 | 0 | No | No |
| 17860719 | SEAMLESS ACCESS TO A COMMON PHYSICAL DISK IN AN AMP SYSTEM WITHOUT AN EXTERNAL HYPERVISOR | July 2022 | April 2023 | Allow | 9 | 1 | 0 | No | No |
| 17811242 | INTELLIGENT CLASSICAL/QUANTUM EXTENDED MEMORY FABRIC | July 2022 | May 2025 | Allow | 34 | 1 | 0 | No | No |
| 17857088 | DATA SET SUBSCRIPTION TRACKING AND TERMINATION SYSTEM | July 2022 | January 2023 | Allow | 7 | 0 | 0 | No | No |
| 17855635 | Defining Event Data in an Event-Driven Architecture | June 2022 | March 2025 | Allow | 33 | 1 | 0 | No | No |
| 17855033 | EXPRESSION ENGINE FOR TESTING TRANSACTION PROCESSING SYSTEM | June 2022 | August 2023 | Allow | 13 | 1 | 0 | No | No |
| 17613494 | INFORMATION PROCESSING APPARATUS | June 2022 | November 2025 | Abandon | 48 | 1 | 0 | No | No |
| 17840909 | PRE-ALLOCATING PAGE TABLE ENTRIES TO PROVIDE VIRTUAL MACHINE ACCESS TO SINGLE ROOT INPUT-OUTPUT VIRTUALIZATION DEVICES | June 2022 | November 2024 | Allow | 29 | 0 | 0 | Yes | No |
| 17840520 | TECHNIQUES FOR SCALING WORKFLOW CAMPAIGNS | June 2022 | July 2025 | Allow | 37 | 1 | 0 | No | No |
| 17839904 | CONTEXT ENABLED MACHINE LEARNING | June 2022 | April 2025 | Allow | 34 | 0 | 0 | No | No |
| 17782519 | METHOD FOR GENERATING TOPOLOGY DIAGRAM, ANOMALY DETECTION METHOD, DEVICE, APPARATUS, AND STORAGE MEDIUM | June 2022 | August 2023 | Allow | 14 | 0 | 0 | No | No |
| 17831201 | SYSTEM AND METHOD FOR JOINING A MEETING AND SETUP THEREOF | June 2022 | May 2023 | Allow | 11 | 1 | 0 | No | No |
| 17826915 | TECHNIQUES FOR DEPLOYING WORKLOADS IN A CLOUD-COMPUTING ENVIRONMENT | May 2022 | March 2025 | Allow | 34 | 0 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner HO, ANDY.
With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
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, 27.1% 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 face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner HO, ANDY works in Art Unit 2194 and has examined 1,400 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 28 months.
Examiner HO, ANDY'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 HO, ANDY receive 1.22 office actions before reaching final disposition. This places the examiner in the 15% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.
The median time to disposition (half-life) for applications examined by HO, ANDY is 28 months. This places the examiner in the 68% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +9.2% benefit to allowance rate for applications examined by HO, ANDY. This interview benefit is in the 41% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 38.9% of applications are subsequently allowed. This success rate is in the 89% 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 47.7% of cases where such amendments are filed. This entry rate is in the 72% 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, 147.4% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 89% 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 95.1% of appeals filed. This is in the 85% percentile among all examiners. Of these withdrawals, 46.2% 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, 42.6% are granted (fully or in part). This grant rate is in the 34% 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 7.6% of allowed cases (in the 90% 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.