Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19340363 | FLEXIBLE SOFTWARE-DEFINED RADIO ACCESS NETWORK ARCHITECTURE WITH SLICING SUPPORT AND METHODS FOR USE THEREWITH | September 2025 | December 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19216285 | TECHNIQUES FOR CODE INTENT DISCOVERY | May 2025 | November 2025 | Allow | 6 | 1 | 0 | No | No |
| 19193315 | SYSTEMS, METHODS, AND STORAGE MEDIA FOR API DETECTION AND MANAGEMENT IN A SOURCE-CODE REPOSITORY USING A COMPUTING PLATFORM | April 2025 | August 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 19187990 | Talking Head Digital Identity Authentication | April 2025 | March 2026 | Abandon | 10 | 1 | 0 | No | No |
| 19098535 | SYSTEM FOR DETECTING MALICIOUS NODES IN A WIRELESS SENSOR NETWORK AND A METHOD THEREOF | April 2025 | July 2025 | Allow | 3 | 1 | 0 | No | No |
| 19095690 | CAPSULE MIGRATION IN A FLEXIBLE SOFTWARE-DEFINED RADIO ACCESS NETWORK ARCHITECTURE AND METHODS FOR USE THEREWITH | March 2025 | August 2025 | Allow | 4 | 1 | 0 | No | No |
| 19095537 | PARALLEL STACK OPERATIONS IN A FLEXIBLE SOFTWARE-DEFINED RADIO ACCESS NETWORK ARCHITECTURE AND METHODS FOR USE THEREWITH | March 2025 | August 2025 | Allow | 5 | 1 | 0 | No | No |
| 19086645 | Secure Code Execution for Artificial Intelligence Agents | March 2025 | May 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18880251 | SYSTEM AND METHOD FOR REAL-TIME APPLICATIONS OVER WIRELESS NETWORKS | December 2024 | March 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18823035 | SECURITY IN A FLEXIBLE SOFTWARE-DEFINED RADIO ACCESS NETWORK ARCHITECTURE AND METHODS FOR USE THEREWITH | September 2024 | March 2025 | Allow | 7 | 0 | 0 | Yes | No |
| 18794051 | SYSTEM AND METHOD FOR SYNTHETIC INTRUSION DATA GENERATION AND REMEDIATION VIA MACHINE LEARNING | August 2024 | November 2025 | Allow | 15 | 0 | 0 | Yes | No |
| 18730878 | Data Privacy Protection Method Based on Multi-Layer Encryption | July 2024 | February 2025 | Allow | 7 | 1 | 0 | No | No |
| 18753365 | SECURE LAYERED ENCRYPTION OF DATA STREAMS | June 2024 | May 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18752049 | ADAPTIVE POLICY GENERATION IN DISTRIBUTED SECURITY FABRICS | June 2024 | February 2026 | Allow | 20 | 1 | 0 | No | No |
| 18669820 | FILE VIEWING SYSTEM, FILE VIEWING METHOD, AND STORAGE MEDIUM | May 2024 | October 2025 | Allow | 17 | 2 | 0 | No | No |
| 18668167 | Talking Head Digital Identity Authentication | May 2024 | January 2025 | Allow | 8 | 1 | 0 | No | No |
| 18652037 | DETECTING STACK PIVOTS USING STACK ARTIFACT VERIFICATION | May 2024 | August 2025 | Allow | 16 | 1 | 0 | No | No |
| 18644009 | Sub-Network Topology for Cybersecure 5G and 6G Communications | April 2024 | October 2024 | Allow | 6 | 1 | 0 | No | No |
| 18603132 | HEALTH METRICS MONITORS | March 2024 | February 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18602843 | AUTHENTICATION AND AUTHORIZATION OF REQUESTER APPARATUSES IN NETWORK SYSTEMS | March 2024 | July 2025 | Allow | 16 | 0 | 0 | Yes | No |
| 18598207 | COMMUNICATION WITH HOME DIALYSIS MACHINES USING A NETWORK CONNECTED SYSTEM | March 2024 | March 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18596086 | METHODS AND SYSTEMS FOR SMART IDENTIFICATION AND STEP-UP AUTHENTICATION | March 2024 | February 2025 | Allow | 11 | 1 | 0 | No | No |
| 18591538 | DEVICE ADDRESS ROTATION AUTHORIZATION AND VERIFICATION | February 2024 | September 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18585125 | THREAT MITIGATION SYSTEM AND METHOD | February 2024 | January 2025 | Allow | 11 | 2 | 0 | No | No |
| 18444638 | IDENTIFICATION SYSTEM, GEOGRAPHIC LOCATION VERIFICATION SYSTEM, COMMUNICATION SYSTEM, PROCESS FOR AUTHENTICATING, AND METHODS OF USE | February 2024 | February 2026 | Allow | 24 | 1 | 0 | Yes | No |
| 18683938 | First Node, Second Node, Third Node, Communications System, and Methods Performed Thereby for Handling a Denial of Services (DoS) Attack | February 2024 | March 2026 | Abandon | 25 | 1 | 0 | No | No |
| 18440553 | Cloud data lake platform and SaaS orchestration | February 2024 | March 2025 | Abandon | 13 | 1 | 0 | No | No |
| 18426492 | Application Programming Interface (API) for Uniform Security Access on a 5G Network | January 2024 | January 2025 | Allow | 12 | 1 | 0 | No | No |
| 18425241 | OBTAINING LOCATION DATA FOR DATA PROCESSING SYSTEMS USING OUT-OF-BAND COMPONENTS | January 2024 | October 2025 | Allow | 21 | 1 | 0 | No | No |
| 18580883 | REFERENCE SIGNAL SECURITY TO COMBAT EAVESDROPPING AND DIRECTIONAL DENIAL OF SERVICE ATTACKS | January 2024 | March 2026 | Allow | 26 | 1 | 0 | No | No |
| 18418003 | SYSTEMS AND METHODS OF PROPAGATING DATA PACKETS IN A NETWORK OF NODES | January 2024 | August 2024 | Allow | 7 | 0 | 0 | No | No |
| 18408358 | Virtual Personal Mailbox System and Method | January 2024 | November 2025 | Allow | 23 | 2 | 0 | No | No |
| 18402477 | NETWORK BASED HYPERLOCAL AUTHENTICATION | January 2024 | November 2024 | Allow | 10 | 1 | 0 | No | No |
| 18392125 | Systems and Methods For Packet Spreading Data Transmission With Anonymized Endpoints | December 2023 | November 2024 | Allow | 11 | 1 | 0 | No | No |
| 18512509 | NETWORK SECURITY ANALYSIS SYSTEM WITH REINFORCEMENT LEARNING FOR SELECTING DOMAINS TO SCAN | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18497631 | Cybersecure Low-Complexity IoT Sub-Networks for 5G/6G | October 2023 | April 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18488894 | METHODS AND SYSTEMS AND SECURE CONNECTIONS FOR JOINING WIRELESS NETWORKS | October 2023 | October 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18483337 | METHODS AND SYSTEMS FOR PROCESSING CYBER INCIDENTS IN CYBER INCIDENT MANAGEMENT SYSTEMS USING DYNAMIC PROCESSING HIERARCHIES | October 2023 | February 2025 | Allow | 17 | 1 | 0 | No | No |
| 18471619 | EXTENDED ROOT OF TRUST VALIDATION FOR REMOTE EDGE DEVICES | September 2023 | October 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18469893 | Automated Risk Assessment Module with Real-Time Compliance Monitoring | September 2023 | July 2024 | Allow | 10 | 1 | 0 | No | No |
| 18239435 | Protection of Initial Non-Access Stratum Protocol Message in 5G Systems | August 2023 | May 2025 | Abandon | 20 | 2 | 0 | No | No |
| 18232628 | SYSTEM AND METHOD FOR AUTHENTICATION OF DEVICE TRANSFERS IN A DISTRIBUTED NETWORK | August 2023 | June 2025 | Allow | 22 | 0 | 0 | Yes | No |
| 18232020 | PROVENANCE BASED RISK SCORING FOR MOBILE DEVICES | August 2023 | January 2024 | Allow | 6 | 1 | 0 | No | No |
| 18366150 | DETECTING INFORMATION BREACH IN A COMPUTER SYSTEM | August 2023 | June 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18360356 | BIDIRECTIONAL DATA OBFUSCATION AND ATOMIZATION WITHIN UNSECURED FRAGMENTED RUNTIME ENVIRONMENTS | July 2023 | February 2026 | Allow | 31 | 1 | 0 | No | No |
| 18355563 | TRACING FUNCTION EXECUTION IN A DATABASE SYSTEM | July 2023 | February 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18353150 | SECURELY TRANSMITTING DATA IN A DATA STREAM | July 2023 | September 2024 | Allow | 14 | 1 | 0 | No | No |
| 18353752 | METHODS AND SYSTEMS FOR MITIGATING DENIAL OF SERVICE (DOS) ATTACK IN A WIRELESS NETWORK | July 2023 | May 2024 | Allow | 10 | 1 | 0 | No | No |
| 18218331 | Computer System And Method For Distributed Privacy-Preserving Shared Execution Of One Or More Processes | July 2023 | January 2026 | Allow | 30 | 1 | 0 | No | No |
| 18343940 | AMPLIFICATION REFLECTION ATTACK PROTECTION VIA ROUTING POLICY-AWARE TRAFFIC HANDLING | June 2023 | October 2025 | Allow | 28 | 1 | 0 | No | No |
| 18258918 | Methods for traffic redirection, corresponding terminal, controller, authorisation server, name resolution servers and computer program | June 2023 | January 2026 | Allow | 31 | 1 | 0 | No | No |
| 18339966 | SYSTEM AND METHOD FOR USING UNIQUE DEVICE IDENTIFIERS TO ENHANCE SECURITY | June 2023 | July 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18258998 | Method and System of Providing Security for Anonymous Autodiscover Services | June 2023 | August 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18334619 | DIGITAL IDENTITY NETWORK ALERTS | June 2023 | February 2024 | Allow | 8 | 1 | 0 | No | No |
| 18332202 | METHOD AND SYSTEM FOR PREVENTING UNAUTHORIZED PROCESSOR MODE SWITCHES | June 2023 | May 2024 | Allow | 11 | 1 | 0 | No | No |
| 18326792 | ADAPTIVE SYSTEM FOR NETWORK AND SECURITY MANAGEMENT | May 2023 | January 2026 | Allow | 31 | 1 | 0 | Yes | No |
| 18254164 | METHODS, DEVICES AND SYSTEM RELATED TO A DISTRIBUTED LEDGER AND USER IDENTITY ATTRIBUTE | May 2023 | September 2025 | Allow | 27 | 1 | 0 | No | No |
| 18321494 | DETECTING MALICIOUS SMALL CELLS BASED ON A CONNECTIVITY SCHEDULE | May 2023 | July 2024 | Allow | 14 | 1 | 0 | No | No |
| 18317492 | COMMUNICATION WITH HOME DIALYSIS MACHINES USING A NETWORK CONNECTED SYSTEM | May 2023 | December 2023 | Allow | 7 | 0 | 0 | Yes | No |
| 18314361 | SYSTEMS AND METHODS FOR THE GENERATION OF EVENT OPPORTUNITIES FOR DISPLAY ON DEVICES HAVING DIFFERING FORM FACTORS | May 2023 | October 2025 | Allow | 30 | 1 | 0 | No | No |
| 18034316 | Server-Side Anonymous Identifier Web Service | April 2023 | June 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18306294 | SECURE LAYERED ENCRYPTION OF DATA STREAMS | April 2023 | April 2024 | Allow | 11 | 1 | 0 | No | No |
| 18138399 | VERIFIABLE COMPUTATION FOR CROSS-DOMAIN INFORMATION SHARING | April 2023 | March 2024 | Allow | 11 | 1 | 0 | No | No |
| 18304232 | METHOD, APPARATUS, SYSTEM, AND NON-TRANSITORY COMPUTER READABLE MEDIUM FOR IDENTIFYING AND PRIORITIZING NETWORK SECURITY EVENTS | April 2023 | September 2025 | Allow | 29 | 2 | 0 | Yes | No |
| 18135105 | METHODS, SYSTEMS, AND COMPUTER READABLE MEDIA FOR PERFORMING LOCATION AND VELOCITY CHECK AT SECURITY EDGE PROTECTION PROXY (SEPP) TO AVOID SPOOFING | April 2023 | December 2024 | Allow | 20 | 0 | 0 | No | No |
| 18299118 | SYSTEM AND METHOD FOR ZERO CONFIGURATION WI-FI | April 2023 | January 2026 | Abandon | 33 | 1 | 0 | No | No |
| 18194741 | SHORTEST PATH BRIDGING (SPB) SECURITY GROUP POLICY | April 2023 | November 2025 | Allow | 31 | 2 | 0 | No | No |
| 18129814 | EFFICIENT IMPLEMENTATION OF ZUC AUTHENTICATION | March 2023 | September 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18245783 | METHOD AND DEVICE FOR TWO-FACTOR AUTHENTICATION, COMPUTER DEVICE, AND STORAGE MEDIUM | March 2023 | September 2025 | Allow | 30 | 1 | 0 | No | No |
| 18176349 | METHODS AND SYSTEMS FOR PROCESSING CYBER INCIDENTS IN CYBER INCIDENT MANAGEMENT SYSTEMS USING DYNAMIC PROCESSING HIERARCHIES | February 2023 | July 2023 | Allow | 4 | 0 | 0 | No | No |
| 18115334 | Systems and Methods For Packet Spreading Data Transmission With Anonymized Endpoints | February 2023 | March 2024 | Abandon | 13 | 1 | 0 | No | No |
| 18172896 | WIRELESS INTRUSION PREVENTION USING CHANNEL SWITCH ANNOUNCEMENT | February 2023 | April 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18108616 | Talking Head Digital Identity Authentication | February 2023 | January 2024 | Allow | 12 | 1 | 0 | No | No |
| 18107637 | MOUNT, AUTHENTICATION DEVICE, AUTHENTICATION METHOD, AND PROGRAM | February 2023 | October 2023 | Allow | 8 | 1 | 0 | No | No |
| 18161514 | TRACING FUNCTION EXECUTION IN A DATABASE SYSTEM | January 2023 | June 2023 | Allow | 4 | 1 | 0 | No | No |
| 18102021 | SYSTEMS AND METHODS OF PROPAGATING DATA PACKETS IN A NETWORK OF NODES | January 2023 | October 2023 | Allow | 9 | 1 | 0 | No | No |
| 18100619 | POST-INCIDENT ALERTS FOR PII DATA LOSS | January 2023 | November 2025 | Allow | 34 | 2 | 0 | Yes | No |
| 18100460 | NETWORK BASED HYPERLOCAL AUTHENTICATION | January 2023 | October 2023 | Allow | 9 | 1 | 0 | No | No |
| 18017243 | EXPANDED INTEGRITY MONITORING OF A CONTAINER IMAGE | January 2023 | April 2024 | Allow | 15 | 2 | 0 | No | No |
| 18005949 | AN IDENTIFICATION METHOD FOR ELECTRIC VEHICLE CHARGING STATIONS | January 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18154750 | PASSING AUTHENTICATION TOKEN TO AUTHORIZE ACCESS TO REST CALLS VIA WEB SOCKETS | January 2023 | July 2024 | Allow | 18 | 1 | 0 | No | No |
| 18149012 | PHYSIO-DIGITAL NON-FUNGIBLE TOKEN SYSTEM | December 2022 | November 2024 | Abandon | 23 | 1 | 0 | No | No |
| 18091495 | SYSTEM AND METHOD FOR USING UNIQUE DEVICE IDENTIFIERS TO ENHANCE SECURITY | December 2022 | April 2023 | Allow | 4 | 0 | 0 | Yes | No |
| 18083329 | APPARATUS AND METHOD FOR PAIRING A USER INPUT AND/OR OUTPUT DEVICE WITH A MULTIMEDIA SYSTEM | December 2022 | July 2025 | Abandon | 31 | 1 | 0 | No | No |
| 18073036 | IDENTIFIABLE RANDOM MEDIUM ACCESS CONTROL ADDRESSING | December 2022 | June 2023 | Allow | 6 | 0 | 0 | Yes | No |
| 17993735 | SYSTEM AND METHOD OF FUZZING PREVENTION USING INTENTIONAL RESPONSES THAT APPEAR TO BE RANDOMIZED | November 2022 | March 2025 | Allow | 28 | 1 | 0 | No | No |
| 18054621 | LOADING AND UNLOADING DATA AT AN EXTERNAL STORAGE LOCATION | November 2022 | November 2023 | Allow | 12 | 2 | 0 | Yes | No |
| 17984266 | UNIVERSAL HEALTH METRICS MONITORS | November 2022 | April 2025 | Allow | 29 | 1 | 0 | No | No |
| 18046856 | Cyber Security Risk Assessment and Cyber Security Insurance Platform | October 2022 | August 2023 | Allow | 10 | 2 | 0 | Yes | No |
| 17963568 | ARTIFICIAL INTELLIGENCE PIPELINE NON-FUNGIBLE TOKEN AND EXECUTION METHOD THEREOF | October 2022 | November 2024 | Allow | 25 | 1 | 0 | No | No |
| 17938564 | FAULT DETECTION IN POST-QUANTUM CYPTOGRAPHY | October 2022 | June 2025 | Allow | 32 | 2 | 0 | Yes | No |
| 17937101 | PROCESSING COMPLEX PACKED TENSORS USING INTEGRATED CIRCUIT OF REAL AND COMPLEX PACKED TENSORS IN COMPLEX DOMAIN | September 2022 | December 2025 | Allow | 38 | 2 | 0 | Yes | No |
| 17931050 | SENSOR MISBEHAVIOR DETECTION SYSTEM UTILIZING COMMUNICATIONS | September 2022 | November 2024 | Allow | 26 | 1 | 0 | Yes | No |
| 17823675 | DIGITAL IDENTITY NETWORK ALERTS | August 2022 | April 2023 | Allow | 7 | 1 | 0 | No | No |
| 17898276 | SYSTEMS AND METHODS FOR SAFELY STORING AN OBJECT | August 2022 | May 2023 | Allow | 9 | 1 | 0 | No | No |
| 17878378 | IDENTITY AUTHENTICATION PROCESS | August 2022 | December 2024 | Allow | 29 | 1 | 0 | No | No |
| 17872743 | OCCUPANT-DEPENDENT SETTING SYSTEM FOR VEHICLE, AND VEHICLE | July 2022 | April 2025 | Allow | 33 | 2 | 0 | No | No |
| 17869144 | Automated Risk Assessment Module with Real-Time Compliance Monitoring | July 2022 | June 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 17858148 | DYNAMIC ATTACK PATH SELECTION DURING PENETRATION TESTING | July 2022 | February 2023 | Allow | 7 | 0 | 0 | No | No |
| 17809622 | TRACING USER-DEFINED FUNCTIONS IN A DATABASE SYSTEM | June 2022 | December 2022 | Allow | 6 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHANG, KENNETH W.
With a 9.1% 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, 17.4% 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 CHANG, KENNETH W works in Art Unit 2438 and has examined 602 patent applications in our dataset. With an allowance rate of 85.5%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 27 months.
Examiner CHANG, KENNETH W's allowance rate of 85.5% places them in the 62% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by CHANG, KENNETH W receive 1.54 office actions before reaching final disposition. This places the examiner in the 28% 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 CHANG, KENNETH W 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 -2.1% benefit to allowance rate for applications examined by CHANG, KENNETH W. This interview benefit is in the 9% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.
When applicants file an RCE with this examiner, 35.2% 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 28.8% of cases where such amendments are filed. This entry rate is in the 41% 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, 25.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 29% 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 59.3% of appeals filed. This is in the 34% percentile among all examiners. Of these withdrawals, 37.5% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 28.0% are granted (fully or in part). This grant rate is in the 15% 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 2.7% of allowed cases (in the 78% 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 18% 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.