Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18732401 | CONSTRUCTING MACHINE LEARNING MODELS | June 2024 | January 2025 | Allow | 8 | 0 | 0 | No | No |
| 18667281 | Voice Biometric Authentication in a Virtual Assistant | May 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18601064 | SYSTEMS AND METHODS FOR EVALUATING, VALIDATING, AND IMPLEMENTING CHANGE REQUESTS TO A SYSTEM ENVIRONMENT BASED ON ARTIFICIAL INTELLIGENCE INPUT | March 2024 | October 2024 | Allow | 7 | 0 | 0 | No | No |
| 18581254 | INTERPRETABILITY FRAMEWORK FOR DIFFERENTIALLY PRIVATE DEEP LEARNING | February 2024 | September 2024 | Allow | 7 | 0 | 0 | No | No |
| 18419953 | METHOD AND APPARATUS FOR ENCRYPTION KEY EXCHANGE WITH ENHANCED SECURITY THROUGH OPTI-ENCRYPTION CHANNEL | January 2024 | August 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18540473 | Systems and Methods for Distributed P25 LMR Radio Vulnerability Management and Real-Time Interference Monitoring | December 2023 | August 2024 | Allow | 8 | 0 | 0 | No | No |
| 18536393 | BATCH TOKENIZATION SERVICE | December 2023 | August 2024 | Allow | 8 | 0 | 0 | No | No |
| 18525432 | BLOCK CHAIN MODIFICATION CORRELATION | November 2023 | January 2025 | Abandon | 14 | 1 | 0 | No | No |
| 18521899 | SYSTEM AND METHOD FOR IDENTIFYING ALTERED CONTENT | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18521852 | IDENTIFYING TRUSTED SERVICE SET IDENTIFIERS FOR WIRELESS NETWORKS | November 2023 | January 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18506345 | Blockchain Data Structures and Systems and Methods Therefor for Multipath Transaction Management | November 2023 | December 2024 | Abandon | 13 | 1 | 0 | No | No |
| 18386727 | TRANSMITTING METHOD, RECEIVING METHOD, TRANSMITTING DEVICE, AND RECEIVING DEVICE | November 2023 | December 2024 | Allow | 13 | 1 | 0 | No | No |
| 18383099 | MEDIA PROCESSING APPARATUS AND CONTROLLING METHOD THEREOF | October 2023 | November 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18379845 | Methods, Systems, and Media For Presenting Interactive Elements Within Video Content | October 2023 | June 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18486215 | System and Method for Applying Security Mitigation to Components within a Storage System | October 2023 | May 2025 | Allow | 19 | 0 | 0 | No | No |
| 18377760 | PRIVACY MANAGER | October 2023 | August 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18477879 | SYSTEMS AND METHODS FOR DETECTING MALWARE ATTACKS | September 2023 | November 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18375274 | SYSTEM AND METHOD FOR PERFECTING AND ACCELERATING BIOMETRIC IDENTIFICATION VIA EVOLUTIONARY BIOMETRICS VIA CONTINUAL REGISTRATION | September 2023 | March 2025 | Abandon | 18 | 2 | 0 | No | No |
| 18469883 | METHOD AND SYSTEM FOR DETECTION OF TAMPERING IN EXECUTABLE CODE | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18282315 | DISTRIBUTED CRYPTOGRAPHIC SYSTEM TO ARCHIVE DATA COMPRISING A MULTIPLICITY OF AUTONOMOUS SETS OF BLOCKCHAINS | September 2023 | April 2025 | Allow | 19 | 0 | 0 | No | No |
| 18451616 | Tiered Certificate Authority Systems for Blockchain Smart Contracts on Blockchain Cybersecurity Platforms | August 2023 | May 2025 | Allow | 21 | 0 | 0 | No | No |
| 18449436 | METHODS AND SYSTEMS FOR GENERATING MULTIMEDIA CONTENT BASED ON PROCESSED DATA WITH VARIABLE PRIVACY CONCERNS | August 2023 | August 2024 | Allow | 12 | 1 | 0 | No | No |
| 18364593 | BLOCKCHAIN-BASED MULTI-NODE AUTHENTICATION METHOD AND SYSTEM | August 2023 | April 2025 | Allow | 20 | 0 | 0 | No | No |
| 18363040 | TRAFFIC ACCIDENT FORENSICS METHOD BASED ON BLOCKCHAIN | August 2023 | June 2025 | Allow | 23 | 0 | 0 | No | No |
| 18228709 | SECURE ACCESS CONTROL FRAMEWORK USING DYNAMIC RESOURCE REPLICATION | August 2023 | March 2024 | Allow | 8 | 1 | 0 | No | No |
| 18219144 | TRACEABLE KEY BLOCK-CHAIN LEDGER | July 2023 | February 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18201515 | DATA SWAPPING USING A CATEGORIZED DATA MESH | May 2023 | March 2025 | Allow | 22 | 0 | 0 | No | No |
| 18122069 | Voice Biometric Authentication in a Virtual Assistant | March 2023 | March 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18171974 | Systems and Methods for Distributed P25 LMR Radio Vulnerability Management and Real-Time Interference Monitoring | February 2023 | November 2023 | Allow | 9 | 1 | 0 | No | No |
| 18111646 | System and method for zero touch provisioning of IOT devices | February 2023 | June 2024 | Allow | 16 | 2 | 0 | No | No |
| 18099710 | TECHNIQUES FOR APPLYING A NAMED PORT SECURITY POLICY | January 2023 | June 2025 | Allow | 29 | 1 | 0 | No | No |
| 18155045 | CONSTRUCTING MACHINE LEARNING MODELS | January 2023 | January 2024 | Allow | 12 | 1 | 0 | No | No |
| 18093548 | SYSTEM FOR RESOURCE SHARING OVER A SECURE WIRELESS NETWORK COMMUNICATION CHANNEL | January 2023 | May 2025 | Allow | 28 | 1 | 0 | No | No |
| 18149673 | METHOD AND SERVER FOR PERFORMING BUILDING INFORMATION MODELLING DESIGN COLLABORATION VIA CONFIDENTIALITY-MINDED FRAMEWORK USING INTERPLANETARY-FILE-SYSTEM-BLOCKCHAIN INTEGRATED NETWORK | January 2023 | January 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18148467 | COMPUTER-IMPLEMENTED METHODS, SYSTEMS COMPRISING COMPUTER-READABLE MEDIA, AND ELECTRONIC DEVICES FOR TEAM-SOURCED ANOMALY VETTING VIA AUTOMATICALLY-DELEGATED ROLE DEFINITION | December 2022 | September 2023 | Allow | 9 | 0 | 0 | No | No |
| 18146670 | SYSTEM AND METHOD FOR DETECTING SENSITIVE DATA IN ACTIVE INSPECTION OF CLOUD COMPUTING RESOURCES | December 2022 | April 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18087073 | METHOD FOR PROVIDING IDENTIFYING PORTIONS FOR PLAYBACK AT USER-SELECTED PLAYBACK RATE | December 2022 | November 2023 | Allow | 10 | 2 | 0 | Yes | No |
| 18079488 | Identity Adapter and Method | December 2022 | December 2024 | Allow | 24 | 0 | 0 | No | No |
| 18078855 | METHOD AND APPARATUS FOR ENCRYPTION KEY EXCHANGE WITH ENHANCED SECURITY THROUGH OPTI-ENCRYPTION CHANNEL | December 2022 | January 2024 | Allow | 14 | 1 | 0 | No | No |
| 18077887 | CLUSTERING ENHANCED ANALYSIS | December 2022 | October 2023 | Allow | 10 | 0 | 0 | Yes | No |
| 18059095 | ADAPTIVE DATA SELECTION AND REPORTING | November 2022 | May 2025 | Allow | 30 | 1 | 0 | No | No |
| 17991688 | SCALABLE AND SECURE CROSS REGION AND OPTIMIZED FILE SYSTEM DELTA TRANSFER FOR CLOUD SCALE | November 2022 | February 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 17990152 | DATA PROTECTION METHOD, AUTHENTICATION SERVER, DATA PROTECTION SYSTEM, AND DATA STRUCTURE | November 2022 | January 2024 | Allow | 14 | 1 | 0 | No | No |
| 18057056 | ATTACK DETECTION APPARATUS AND METHOD BASED ON MEASUREMENT OF NETWORKING BEHAVIOR ABNORMALITIES IN SYMBOLIC SPACES | November 2022 | January 2025 | Allow | 26 | 1 | 0 | No | No |
| 18053838 | Adaptive Profiling of Cloud Services Using Machine Learning for Malware Detection | November 2022 | June 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 18049209 | GENERATING TRAINED NEURAL NETWORKS WITH INCREASED ROBUSTNESS AGAINST ADVERSARIAL ATTACKS | October 2022 | September 2023 | Allow | 11 | 0 | 0 | No | No |
| 18047324 | IMAGE CLASSIFICATION MODELING WHILE MAINTAINING DATA PRIVACY COMPLIANCE | October 2022 | January 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 17961821 | METHODS, SYSTEMS, AND MEDIA FOR PROVIDING PERSONALIZED NOTIFICATIONS TO VIDEO VIEWERS | October 2022 | May 2024 | Allow | 19 | 2 | 0 | No | No |
| 17958269 | EVALUATING FILES FOR MALICIOUS AND/OR SUSPICIOUS CODE | September 2022 | June 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17954222 | ASSOCIATIVE PUF ARRAYS TO GENERATE SESSION KEYS WITH PSEUDO-HOMOMORPHIC METHODS | September 2022 | October 2024 | Allow | 25 | 0 | 0 | No | No |
| 17941929 | IN-FLIGHT DATA ENCRYPTION/DECRYPTION FOR A DISTRIBUTED STORAGE PLATFORM | September 2022 | November 2023 | Allow | 14 | 1 | 0 | No | No |
| 17894194 | PROVIDING SSL CONNECTIVITY INSIDE SOFTWARE DEFINED DATACENTERS WITH HYPERCONVERGED INFRASTRUCTURE | August 2022 | March 2025 | Abandon | 31 | 1 | 0 | No | No |
| 17821914 | TECHNIQUES FOR DETECTING EXPLOITATION OF MANUFACTURING DEVICE VULNERABILITIES | August 2022 | April 2025 | Allow | 31 | 1 | 0 | No | No |
| 17886630 | METHOD AND SYSTEM FOR OPTIMIZATION OF BLOCKCHAIN DATA STORAGE | August 2022 | August 2023 | Allow | 12 | 0 | 0 | No | No |
| 17886429 | REDIRECTING DATA TRAFFIC TO ENDPOINTS BASED ON RISK | August 2022 | March 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 17819188 | NETWORK KEY PROCESSING METHOD AND SYSTEM AND RELATED DEVICE | August 2022 | October 2023 | Allow | 14 | 1 | 0 | No | No |
| 17810635 | EVENT-BASED COMMUNITY CREATION FOR DATA SHARING PLATFORM | July 2022 | January 2024 | Allow | 19 | 2 | 0 | No | No |
| 17853298 | SYSTEM AND METHOD FOR FACILITATING A VIRTUAL SCREENING | June 2022 | January 2024 | Allow | 19 | 1 | 0 | No | No |
| 17832676 | OPTIMIZED ACCESS CONTROL FOR NETWORK SERVICES | June 2022 | December 2024 | Allow | 30 | 1 | 0 | Yes | No |
| 17745906 | Multi-destination challenge-response security tokens | May 2022 | October 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17743308 | SECURED AUTHORIZATION FOR DEMAND RESPONSE | May 2022 | September 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17727032 | METHOD AND SYSTEM FOR DETECTION OF TAMPERING IN EXECUTABLE CODE | April 2022 | July 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17725050 | METHOD AND APPARATUS FOR ENHANCING AUDIENCE ENGAGEMENT VIA A COMMUNICATION NETWORK | April 2022 | September 2023 | Abandon | 17 | 1 | 0 | No | No |
| 17721126 | DATA INTERMEDIARY SYSTEM AND DATA INTERMEDIARY METHOD | April 2022 | June 2024 | Allow | 26 | 1 | 0 | No | No |
| 17768640 | VPC Auto-Peering | April 2022 | March 2025 | Allow | 35 | 2 | 0 | Yes | No |
| 17658499 | SYSTEM AND METHOD FOR IMPLEMENTING MARKET DATA RIGHTS ENFORCEMENT | April 2022 | February 2023 | Allow | 11 | 0 | 0 | Yes | No |
| 17714324 | SECURE WIPE OF DATA PROCESSING UNIT USING FIRMWARE CAPSULE | April 2022 | August 2024 | Allow | 28 | 1 | 0 | No | No |
| 17655418 | SYSTEM AND METHOD FOR PASSWORD-LESS AUTHENTICATION THROUGH DIGITAL DRIVING LICENSE | March 2022 | December 2024 | Allow | 33 | 2 | 0 | No | No |
| 17693860 | Recurrent Neural Network Based Anomaly Detection | March 2022 | July 2023 | Allow | 16 | 1 | 0 | Yes | No |
| 17681919 | ISO LAYER-TWO CONNECTIVITY USING ISO LAYER-THREE TUNNELING | February 2022 | November 2023 | Allow | 20 | 2 | 0 | Yes | No |
| 17676058 | Computing System with Device Attestation Feature | February 2022 | January 2024 | Allow | 23 | 4 | 0 | Yes | No |
| 17668430 | INTELLIGENT DETECTION OF CYBER SUPPLY CHAIN ANOMALIES | February 2022 | May 2024 | Allow | 27 | 0 | 0 | No | No |
| 17650544 | SECURE COMPUTATION ENVIRONMENT | February 2022 | November 2024 | Allow | 33 | 2 | 0 | No | No |
| 17665203 | ENCRYPTION KEY GENERATION AND VERIFICATION TECHNIQUES | February 2022 | August 2024 | Allow | 30 | 1 | 0 | No | No |
| 17632361 | POLICY EVALUATION APPARATUS, CONTROL METHOD, AND PROGRAM | February 2022 | April 2024 | Allow | 27 | 1 | 0 | No | No |
| 17582282 | SYSTEMS AND METHODS FOR EVALUATING, VALIDATING, AND IMPLEMENTING CHANGE REQUESTS TO A SYSTEM ENVIRONMENT BASED ON ARTIFICIAL INTELLIGENCE INPUT | January 2022 | February 2024 | Allow | 25 | 1 | 0 | No | No |
| 17571527 | COMMUNICATION METHOD AND NETWORK ELEMENT | January 2022 | April 2025 | Abandon | 39 | 2 | 0 | No | No |
| 17646484 | System and method of backup slice control for recovering data archives | December 2021 | July 2024 | Allow | 30 | 1 | 0 | Yes | No |
| 17646341 | ROW-LEVEL AND COLUMN-LEVEL POLICY SERVICE | December 2021 | March 2025 | Allow | 39 | 3 | 0 | Yes | No |
| 17548636 | REVEALING RARE AND ANOMALOUS EVENTS IN SYSTEM AUTOMATION LOGS | December 2021 | June 2025 | Allow | 42 | 1 | 0 | Yes | No |
| 17457827 | REDISTRIBUTING AN OBJECT IN AN INTEGRATED END-OF-PURPOSE PROTOCOL | December 2021 | January 2024 | Allow | 25 | 0 | 0 | No | No |
| 17457740 | SERVICE PROVIDING SYSTEM, SERVICE PROVIDING METHOD, AND NON-TRANSITORY RECORDING MEDIUM | December 2021 | February 2024 | Allow | 27 | 1 | 0 | No | No |
| 17542700 | CANBUS CYBERSECURITY FIREWALL | December 2021 | July 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17533971 | DECEPTION SYSTEM | November 2021 | July 2024 | Allow | 31 | 1 | 0 | No | No |
| 17613165 | BLOCKCHAIN TRANSACTION COMPRISING RUNNABLE CODE FOR HASH-BASED VERIFICATION | November 2021 | July 2024 | Allow | 32 | 0 | 0 | No | No |
| 17454991 | VIDEO COMMUNICATION DATA SECURITY | November 2021 | May 2023 | Allow | 18 | 1 | 0 | No | No |
| 17514103 | Method and System for Planning and Running Video-on-Demand Advertising | October 2021 | May 2023 | Allow | 18 | 1 | 0 | Yes | No |
| 17509851 | INSTANT CARRIER ONBOARDING FOR TRANSPORTATION DATA AGGREGATOR PLATFORM | October 2021 | May 2024 | Allow | 31 | 1 | 0 | Yes | No |
| 17606151 | NETWORK SECURITY CONFIGURATION OF IMAGE FORMING APPARATUS | October 2021 | December 2024 | Abandon | 38 | 2 | 1 | Yes | No |
| 17504197 | METHOD AND APPARATUS FOR ENCRYPTION KEY EXCHANGE WITH ENHANCED SECURITY THROUGH OPTI-ENCRYPTION CHANNEL | October 2021 | October 2023 | Allow | 23 | 1 | 0 | No | No |
| 17500158 | Systems, Devices, and Methods for Secure Feature Selection | October 2021 | December 2024 | Allow | 38 | 2 | 0 | Yes | No |
| 17485421 | APPARATUS AND METHOD FOR ROLE-BASED REGISTER PROTECTION FOR TDX-IO | September 2021 | November 2024 | Allow | 37 | 2 | 0 | Yes | No |
| 17485229 | COMMUNICATION METHOD FOR DEVICE, DEVICE AND STORAGE MEDIUM | September 2021 | February 2024 | Allow | 29 | 1 | 0 | No | No |
| 17479571 | System Access Using a Mobile Device | September 2021 | September 2023 | Allow | 23 | 0 | 0 | No | No |
| 17447985 | SECURITY ENHANCEMENTS WITH A RECONFIGURABLE INTELLIGENT SURFACE | September 2021 | December 2023 | Allow | 27 | 0 | 0 | No | No |
| 17399539 | SYSTEMS AND METHODS FOR MANAGING A DATA REQUEST INTERFACE | August 2021 | January 2023 | Allow | 17 | 0 | 0 | Yes | No |
| 17397307 | SYSTEMS AND METHODS FOR MANAGING LOCAL STORAGE OF ON-DEMAND CONTENT | August 2021 | June 2023 | Allow | 22 | 1 | 0 | No | No |
| 17388873 | TRACEABLE KEY BLOCK-CHAIN LEDGER | July 2021 | April 2023 | Allow | 21 | 1 | 0 | No | No |
| 17388188 | SYSTEM AND METHOD FOR IDENTIFYING ALTERED CONTENT | July 2021 | August 2023 | Allow | 25 | 2 | 0 | No | No |
| 17376697 | SECURE VIDEO CONTENT TRANSMISSION OVER A COMPUTER NETWORK | July 2021 | July 2023 | Allow | 24 | 2 | 0 | Yes | Yes |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner IDOWU, OLUGBENGA O.
With a 50.0% 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, 58.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
✓ 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 IDOWU, OLUGBENGA O works in Art Unit 2494 and has examined 385 patent applications in our dataset. With an allowance rate of 91.9%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 27 months.
Examiner IDOWU, OLUGBENGA O's allowance rate of 91.9% places them in the 77% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by IDOWU, OLUGBENGA O receive 1.39 office actions before reaching final disposition. This places the examiner in the 30% 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 IDOWU, OLUGBENGA O is 27 months. This places the examiner in the 57% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +11.6% benefit to allowance rate for applications examined by IDOWU, OLUGBENGA O. 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, 36.1% of applications are subsequently allowed. This success rate is in the 78% 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 28.7% of cases where such amendments are filed. This entry rate is in the 33% 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, 80.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 61% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 71.4% of appeals filed. This is in the 54% percentile among all examiners. Of these withdrawals, 50.0% 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 0.3% of allowed cases (in the 53% 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 20% 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.