Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19214799 | COMPUTERIZED SECURITY PLATFORMS INCLUDING A ROLE-BASED PERMISSIONS SYSTEM | May 2025 | November 2025 | Allow | 6 | 1 | 0 | No | No |
| 19173767 | Computer-Implemented System That Enables Detection Of Fraudulent GPS Coordinates Provided During Media Collection For Inspections Performed Via Mobile Devices | April 2025 | September 2025 | Allow | 5 | 0 | 0 | No | No |
| 19011802 | ARTIFICIAL INTELLIGENCE BASED (AI-BASED) SYSTEM AND METHOD POWERED BY LARGE LANGUAGE MODELS (LLMs) FOR MONITORING USERS DURING TASKS PERFORMED BY THE USERS | January 2025 | June 2025 | Allow | 5 | 1 | 0 | No | No |
| 19000595 | SECURITY HARDENING OF A RENEWABLE ENERGY DEVICE SYSTEM | December 2024 | June 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18938365 | SYSTEMS AND METHODS FOR DETECTING NON-PROVISIONED USAGE OF APPLICATIONS IN AN ORGANIZATION | November 2024 | March 2025 | Allow | 4 | 0 | 0 | No | No |
| 18928564 | MUTABLE ACCESS TOKENS | October 2024 | December 2025 | Allow | 13 | 1 | 0 | No | No |
| 18902564 | Agent Message Bus | September 2024 | November 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18888882 | Intelligent Querying Of Network-Connected Devices | September 2024 | December 2025 | Allow | 15 | 0 | 0 | Yes | No |
| 18817890 | ACTIVE DATA DISPOSAL | August 2024 | February 2025 | Allow | 6 | 1 | 0 | No | No |
| 18798872 | AUTOMATED SECURE ACCESS TO ONLINE ACCOUNTS | August 2024 | January 2025 | Allow | 5 | 2 | 0 | No | No |
| 18794595 | SECURE CONTROL CIRCUIT, OPERATING DEVICE AND METHOD THEREOF | August 2024 | March 2026 | Allow | 19 | 1 | 0 | No | No |
| 18773081 | SYSTEM AND METHOD FOR DIGITAL SIGNATURE FOR ELECTRONIC TEXT DOCUMENT SECURITY | July 2024 | February 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18770763 | CONTEXT-AWARE SECURITY POLICIES AND INCIDENT IDENTIFICATION VIA AUTOMATED CLOUD GRAPH BUILDING WITH SECURITY OVERLAYS | July 2024 | March 2026 | Allow | 20 | 1 | 0 | Yes | No |
| 18759026 | BIOMETRIC AUTHENTICATION BASED ON BEHAVIORAL ANALYSIS | June 2024 | February 2025 | Allow | 7 | 1 | 0 | No | No |
| 18744564 | Agent Message Bus | June 2024 | September 2024 | Allow | 3 | 0 | 0 | Yes | No |
| 18744554 | CLOUD RESOURCE PRIORITIZATION FOR DATA SECURITY POSTURE MANAGEMENT BASED ON DETECTION OF CLOUD DATA PEAK SIGNALS | June 2024 | May 2025 | Allow | 11 | 2 | 0 | Yes | No |
| 18674853 | FULLY HOMOMORPHIC ENCRYPTED PROCESSING ACCELERATION | May 2024 | November 2025 | Allow | 17 | 1 | 0 | No | No |
| 18672655 | Configuring Context-Based Restrictions For A Computing Device | May 2024 | June 2025 | Allow | 12 | 2 | 0 | Yes | No |
| 18667819 | Analysis of Malware | May 2024 | August 2025 | Allow | 15 | 2 | 0 | Yes | No |
| 18657549 | METHOD FOR SAFETY RESPONSES TO SECURITY POLICY VIOLATIONS | May 2024 | March 2025 | Allow | 11 | 1 | 0 | No | No |
| 18649178 | SYSTEMS AND METHODS FOR MANAGING OPERATIONS OF DATA PROCESSING SYSTEMS BASED ON GEOLOCATION TRACKING | April 2024 | December 2025 | Allow | 20 | 1 | 0 | No | No |
| 18634061 | APPARATUSES, COMPUTER-IMPLEMENTED METHODS, AND COMPUTER PROGRAM PRODUCTS FOR SECURE BLUETOOTH LOW ENERGY COMMUNICATION | April 2024 | February 2026 | Allow | 23 | 1 | 0 | No | No |
| 18621393 | SYSTEM AND METHOD TO ENHANCE PIN SECURITY BY ADDING HIDDEN FACTORS | March 2024 | January 2026 | Allow | 21 | 1 | 0 | Yes | No |
| 18607005 | Time-Coordinated Address Rotation | March 2024 | December 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18595301 | ENHANCED VALUE COMPONENT PREDICTIONS USING CONTEXTUAL MACHINE-LEARNING MODELS | March 2024 | February 2025 | Allow | 12 | 1 | 0 | No | No |
| 18444484 | DATA ACCESS CONTROL SYSTEMS AND METHODS | February 2024 | February 2025 | Allow | 12 | 1 | 0 | No | No |
| 18437872 | RULES ENGINE FOR SELECTIVELY GRANTING ACCESS TO SECURED RESOURCES | February 2024 | January 2025 | Allow | 11 | 1 | 0 | No | No |
| 18434682 | SYSTEM AND PROCESS FOR THE VERIFICATION OF DATA | February 2024 | October 2024 | Allow | 8 | 1 | 0 | Yes | No |
| 18419851 | TECHNIQUES FOR INCENTIVIZED INTRUSION DETECTION SYSTEM | January 2024 | February 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18415210 | SYSTEM AND METHOD FOR IDENTIFICATION OF SECURITY VULNERABILITIES USING ARTIFICIAL INTELLIGENCE-BASED ANALYSIS OF COMPUTING ENVIRONMENT LOGS | January 2024 | March 2026 | Allow | 26 | 1 | 0 | Yes | No |
| 18407802 | Generation of Authentication Questions Based on User-Created Transaction Limitations | January 2024 | October 2024 | Allow | 9 | 1 | 0 | No | No |
| 18402446 | Cloud Security Group Rule Management Via Log Processing | January 2024 | July 2025 | Allow | 18 | 0 | 0 | Yes | No |
| 18575881 | NETWORK REPOSITORY FUNCTION SERVICES ACCESS AUTHORIZATION | January 2024 | December 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18401364 | Robust Feature Selection for Computer Security Applications | December 2023 | October 2025 | Allow | 21 | 1 | 0 | No | No |
| 18534650 | AUTOMATED SECURE ACCESS TO ONLINE ACCOUNTS | December 2023 | May 2024 | Allow | 5 | 1 | 0 | No | No |
| 18533339 | SMART RECOVERY OF BACKUP COPIES BASED ON THREAT ANALYSIS | December 2023 | July 2025 | Allow | 19 | 1 | 0 | No | No |
| 18519236 | MITIGATION OF RISK OF DENIAL OF SERVICES FOR PROTECTED RESOURCES | November 2023 | February 2026 | Allow | 27 | 2 | 0 | No | No |
| 18517759 | UTILIZING ROUTING ADVERTISEMENTS TO AUTOMATE DDOS SCRUBBING TECHNIQUES IN A TELECOMMUNICATIONS NETWORK | November 2023 | September 2025 | Abandon | 21 | 2 | 0 | No | Yes |
| 18502886 | COMPUTER-BASED SYSTEMS INVOLVING ENHANCED ONE-TIME PASSCODE (OTP) MESSAGING AND METHODS OF USE THEREOF | November 2023 | February 2025 | Allow | 16 | 1 | 0 | No | No |
| 18502831 | COMPUTER-BASED SYSTEMS INVOLVING ENHANCED ONE-TIME PASSCODE (OTP) MESSAGING AND METHODS OF USE THEREOF | November 2023 | February 2025 | Allow | 16 | 1 | 0 | No | No |
| 18500919 | DYNAMIC VERIFICATION OF AN ELECTRONIC EXCHANGE OF INFORMATION | November 2023 | August 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18385306 | Domain Specific Language for Defending Against a Threat-Actor and Adversarial Tactics, Techniques, and Procedures | October 2023 | January 2025 | Allow | 14 | 2 | 0 | No | No |
| 18385272 | Domain-Specific Language Simulant for Simulating a Threat-Actor and Adversarial Tactics, Techniques, and Procedures | October 2023 | January 2025 | Allow | 14 | 2 | 0 | No | No |
| 18495080 | INSTALLATION OF A BOUND PACKAGE ON A SECURITY MODULE | October 2023 | November 2025 | Allow | 24 | 1 | 0 | No | No |
| 18494509 | ADAPTERS FOR RUNTIME APPLICATION SELF-PROTECTION | October 2023 | January 2026 | Allow | 26 | 2 | 0 | Yes | No |
| 18382365 | AUTOMATED ACTIONS FOR APPLICATION POLICY VIOLATIONS | October 2023 | February 2025 | Allow | 16 | 2 | 0 | No | No |
| 18381518 | SYSTEMS AND METHODS FOR EMAIL-BASED CARD ACTIVATION | October 2023 | July 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18486924 | DEVICES, METHODS AND SYSTEMS FOR PROVIDING IDENTIFYING INFORMATION OF AN INDIVIDUAL USING QR CODES | October 2023 | January 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18479795 | GROUND TRUTH ESTABLISHMENT AND LABELING TECHNIQUES USING SIGNAL AGGREGATION | October 2023 | September 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18478637 | SECURITY APPLIANCE TO MONITOR NETWORKED COMPUTING ENVIRONMENT | September 2023 | September 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18375154 | ACCESS CONTROL POLICY OPTIMIZATION | September 2023 | August 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18375303 | VERIFIED ACCESS CONTROL POLICY COMPILATION FOR ACCESS MANAGEMENT | September 2023 | August 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18474338 | COMMUNICATION DEVICE, NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING COMPUTER-READABLE INSTRUCTIONS FOR COMMUNICATION DEVICE, AND METHOD PERFORMED BY COMMUNICATION DEVICE | September 2023 | September 2025 | Allow | 24 | 1 | 0 | No | No |
| 18471163 | Machine Learning Model Fingerprinting | September 2023 | January 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18282003 | METHOD, COMMUNICATION DEVICES AND A SERVER FOR CONTROLLING CONTENT | September 2023 | February 2026 | Allow | 29 | 2 | 0 | No | No |
| 18367179 | METHOD AND SYSTEM FOR PROVIDING TRUST COMPUTING | September 2023 | May 2024 | Allow | 8 | 1 | 0 | No | No |
| 18463616 | COMMUNICATION REQUIREMENT GENERATION SYSTEM AND COMMUNICATION REQUIREMENT GENERATION METHOD | September 2023 | August 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18462646 | SYSTEMS AND METHODS FOR DETECTING MALWARE IN OBFUSCATED SCRIPTS | September 2023 | May 2025 | Allow | 20 | 0 | 0 | No | No |
| 18243056 | CLOUD DATA PEAK SIGNAL DETECTION AND PRIORITIZATION FOR DATA SECURITY POSTURE MANAGEMENT | September 2023 | March 2024 | Allow | 6 | 1 | 0 | Yes | No |
| 18459126 | MANAGING ARTIFICIAL INTELLIGENCE MODELS TO IDENTIFY GOALS OF MALICIOUS ATTACKERS | August 2023 | July 2025 | Allow | 23 | 1 | 0 | No | No |
| 18239061 | RECIPIENT CREDENTIALING LEVERAGING PRIVATE KEYS ON KEYSTORES READ BY PROVISIONED DEVICES | August 2023 | June 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18449272 | TECHNIQUES FOR CONTAINER REGISTRY CREDENTIALS MANAGEMENT | August 2023 | June 2025 | Allow | 23 | 0 | 0 | Yes | No |
| 18364902 | APPLICATION FIREWALL | August 2023 | October 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18228822 | VEHICLE CONTROL SYSTEM AND METHOD FOR CONTROLLING VEHICLE CONTROL SYSTEM | August 2023 | July 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18224837 | INFORMATION PROCESSING APPARATUS AND STORAGE MEDIUM | July 2023 | July 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18351578 | SYSTEMS AND METHODS FOR INITIATING AN AUTHENTICATED SESSION | July 2023 | July 2024 | Allow | 12 | 2 | 0 | No | No |
| 18218973 | MUTABLE ACCESS TOKENS | July 2023 | October 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18218501 | ALTERNATIVE DISTRIBUTION AND ACCESSING OF ONE-TIME PASSWORDS (OTPs) | July 2023 | April 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18217179 | GLOBAL CONTROL ACCESS PLATFORM | June 2023 | July 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18213193 | STRONG FULLY HOMOMORPHIC WHITE-BOX AND METHOD FOR USING SAME | June 2023 | June 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18209239 | ELECTRONIC ACCESS CONTROL SYSTEM | June 2023 | May 2024 | Allow | 11 | 1 | 0 | No | No |
| 18327755 | Machine Learning Model Fingerprinting | June 2023 | October 2023 | Allow | 4 | 1 | 0 | Yes | No |
| 18314076 | Managed Lifecycle Roles for Secure Credential Vending | May 2023 | November 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 18310988 | METHODS AND SYSTEMS FOR MULTIPLE CHANNEL AUTHENTICATION | May 2023 | July 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18308269 | ELECTRONIC DEVICE COMPRISING FLEXIBLE DISPLAY | April 2023 | August 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 18140560 | SHARING SERVICE ENCRYPTION SYSTEM AND APPARATUS THEREOF | April 2023 | October 2025 | Allow | 29 | 1 | 0 | No | No |
| 18303108 | BLOCK-BASED PROTECTION FROM RANSOMWARE | April 2023 | June 2024 | Allow | 14 | 2 | 0 | No | No |
| 18136471 | METHOD FOR SAFETY RESPONSES TO SECURITY POLICY VIOLATIONS | April 2023 | February 2024 | Allow | 9 | 0 | 0 | Yes | No |
| 18302528 | ANTI-VIRUS CHIP AND ANTI-VIRUS METHOD | April 2023 | April 2024 | Allow | 12 | 1 | 0 | No | No |
| 18193810 | SYSTEM AND METHOD FOR MANAGEMENT OF INFERENCE MODELS BASED ON TRAINING DATA IMPACT ON MODEL REVERSION | March 2023 | April 2025 | Allow | 24 | 0 | 0 | No | No |
| 18117727 | PROVISIONING AND INTEGRATING DEVICES | March 2023 | December 2023 | Allow | 9 | 1 | 0 | Yes | No |
| 18166893 | ROLE-BASED ACCESS CONTROL POLICY AUTO GENERATION | February 2023 | May 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18105527 | MOBILE INFORMATION TERMINAL AND CONTROL METHOD THEREOF | February 2023 | July 2024 | Allow | 18 | 2 | 0 | No | No |
| 18162353 | DATA SHARING FOR NETWORK CONNECTED SYSTEMS | January 2023 | August 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18096105 | Kernel-Based Monitoring of Container Activity in a Compute Environment | January 2023 | July 2025 | Allow | 30 | 2 | 0 | Yes | No |
| 18096114 | Containerized Agent for Monitoring Container Activity in a Compute Environment | January 2023 | July 2025 | Allow | 30 | 2 | 0 | No | No |
| 18150226 | SYSTEMS AND METHODS FOR ANTI-MALWARE SCANNING USING AUTOMATICALLY-CREATED WHITE LISTS | January 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18086093 | COMPUTER-BASED PLATFORMS CONFIGURED FOR AUTOMATED EARLY-STAGE APPLICATION SECURITY MONITORING AND METHODS OF USE THEREOF | December 2022 | September 2023 | Allow | 9 | 1 | 0 | No | No |
| 18086596 | COMPUTERIZED TOOLS TO IMPLEMENT A PERSONA BUILDER APPLICATION TO MODIFY ACCESS TO LOGICAL COMPONENTS OF AN ENTERPRISE COMPUTING PLATFORM | December 2022 | January 2026 | Allow | 37 | 1 | 0 | Yes | No |
| 18011872 | SERVICING DEVICES IN A CONNECTED SYSTEM | December 2022 | January 2026 | Allow | 37 | 2 | 0 | No | No |
| 18061864 | System and Method for Monitoring the Security Configurations of Connected Devices | December 2022 | April 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 17994458 | SOFTWARE TYPE AND VERSION IDENTIFICATION FOR SECURITY OPERATIONS | November 2022 | January 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 17925580 | KEY UPDATE METHOD, NETWORK DEVICE, SYSTEM, AND STORAGE MEDIUM | November 2022 | December 2025 | Allow | 37 | 1 | 0 | No | No |
| 17984004 | Method to Validate Application Programming Interface (API) leveraging Non fungible Token (NFT) | November 2022 | December 2024 | Allow | 25 | 0 | 0 | No | No |
| 17982507 | RECIPIENT CREDENTIALING LEVERAGING PRIVATE KEYS ON KEYSTORES READ BY PROVISIONED DEVICES | November 2022 | April 2023 | Allow | 5 | 0 | 0 | No | No |
| 17982433 | AVIONICS GATEWAY INTERFACE, SYSTEMS AND METHODS | November 2022 | August 2024 | Allow | 22 | 2 | 0 | Yes | No |
| 17982169 | PRIVACY PRESERVING IDENTITY RESOLUTION VIA PAGE CONTENT | November 2022 | February 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17937535 | METHOD AND SYSTEM FOR SECURING DATA | October 2022 | April 2024 | Abandon | 19 | 2 | 0 | No | No |
| 17955840 | TECHNIQUES FOR INCENTIVIZED INTRUSION DETECTION SYSTEM | September 2022 | October 2023 | Allow | 13 | 1 | 0 | Yes | No |
| 17952786 | COMPUTER-BASED SYSTEMS INVOLVING ENHANCED ONE-TIME PASSCODE (OTP) MESSAGING AND METHODS OF USE THEREOF | September 2022 | July 2023 | Allow | 9 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ZEE, EDWARD.
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, 17.1% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ 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 ZEE, EDWARD works in Art Unit 2435 and has examined 908 patent applications in our dataset. With an allowance rate of 89.2%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 27 months.
Examiner ZEE, EDWARD's allowance rate of 89.2% places them in the 71% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by ZEE, EDWARD receive 1.67 office actions before reaching final disposition. This places the examiner in the 34% 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 ZEE, EDWARD is 27 months. This places the examiner in the 72% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +11.8% benefit to allowance rate for applications examined by ZEE, EDWARD. This interview benefit is in the 47% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 38.7% of applications are subsequently allowed. This success rate is in the 88% 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 29.9% of cases where such amendments are filed. This entry rate is in the 43% 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, 57.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 48% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.
This examiner withdraws rejections or reopens prosecution in 80.6% of appeals filed. This is in the 74% percentile among all examiners. Of these withdrawals, 55.2% 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, 24.5% are granted (fully or in part). This grant rate is in the 13% 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 8.4% of allowed cases (in the 91% 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 6.7% of allowed cases (in the 84% 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.