Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18841847 | METHOD AND SYSTEM FOR DETECTING ANOMALY IN RADIO ACCESS NETWORK | August 2024 | May 2025 | Allow | 9 | 2 | 0 | No | No |
| 18802673 | SYSTEMS AND METHODS FOR CANDIDACY DETERMINATIONS AND REQUEST PROCESSING WHILE MAINTAINING USER DATA ANONYMITY | August 2024 | February 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18674385 | ADAPTIVE SECURITY ARCHITECTURE BASED ON STATE OF POSTURE | May 2024 | November 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18643030 | SYSTEMS, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR AUTHENTICATING DEVICES WITH DEVICE AUTHENTICATION IDENTIFIERS | April 2024 | February 2026 | Allow | 22 | 4 | 0 | Yes | No |
| 18699648 | METHOD AND DEVICE FOR AUTHENTICATING A MOTOR VEHICLE AT A HYDROGEN FUEL PUMP | April 2024 | January 2026 | Allow | 21 | 1 | 0 | No | No |
| 18627845 | FAST JOINS AND LOW MEMORY USAGE FOR END-TO-END (E2E)-SECURE APPLICATIONS USING LIGHT MLS CLIENTS | April 2024 | February 2026 | Allow | 22 | 1 | 0 | Yes | No |
| 18621689 | COMMUNICATION DEVICE, NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING COMPUTER-READABLE INSTRUCTIONS FOR COMMUNICATION DEVICE, AND METHOD EXECUTED BY COMMUNICATION DEVICE FOR AUTHENTICATION | March 2024 | November 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18604174 | TECHNIQUES FOR SECURELY COMMUNICATING SENSITIVE DATA FOR DISPARATE DATA MESSAGES | March 2024 | September 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18594727 | System and Method for Multi-PHY based MACsec over Secure Tunnels | March 2024 | July 2025 | Allow | 16 | 0 | 0 | No | No |
| 18443591 | SYSTEMS AND METHODS FOR CANDIDACY DETERMINATIONS AND REQUEST PROCESSING WHILE MAINTAINING USER DATA ANONYMITY | February 2024 | May 2024 | Allow | 3 | 0 | 0 | No | No |
| 18435114 | Generating Simulated Spear Phishing Messages and Customized Cybersecurity Training Modules Using Machine Learning | February 2024 | June 2025 | Allow | 16 | 1 | 0 | No | No |
| 18517948 | SECURE MESSAGING FOR OUTAGE EVENTS | November 2023 | December 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18489317 | DECENTRALIZED INTERNET PROTOCOL SECURITY KEY NEGOTIATION | October 2023 | June 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18373822 | METHODS AND SYSTEMS FOR CURATING DATA IN A MULTI-APPLICATION NETWORK | September 2023 | December 2024 | Abandon | 15 | 2 | 0 | No | No |
| 18472510 | WIRELESS KILL SWITCH | September 2023 | August 2024 | Allow | 11 | 0 | 0 | No | No |
| 18465959 | VIRTUAL NOTARIZATION USING CRYPTOGRAPHIC TECHNIQUES AND BIOMETRIC INFORMATION | September 2023 | November 2024 | Allow | 14 | 1 | 0 | No | No |
| 18233657 | UNSTRUCTURED TEXT CLASSIFICATION | August 2023 | March 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18447928 | SYSTEMS AND METHODS FOR CLASSIFYING MALWARE BASED ON FEATURE REUSE | August 2023 | January 2025 | Abandon | 17 | 1 | 0 | No | No |
| 18227433 | SYSTEMS AND METHODS FOR CROSS COUPLING RISK ANALYTICS AND ONE-TIME-PASSCODES | July 2023 | August 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18215909 | TWO-FACTOR AUTHENTICATION INTEGRATING DYNAMIC QR CODES | June 2023 | August 2025 | Allow | 26 | 1 | 0 | No | No |
| 18326715 | ADAPTIVE SECURITY ARCHITECTURE BASED ON STATE OF POSTURE | May 2023 | April 2024 | Allow | 10 | 2 | 0 | Yes | No |
| 18323183 | Systems and Methods for Generating Contextual Labels | May 2023 | October 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18319105 | ELECTRONIC DEVICE FOR CONTROLLING POWER CONSUMPTION OF ACCESSORY DEVICE AND OPERATING METHOD THEREFOR | May 2023 | March 2026 | Allow | 34 | 2 | 0 | Yes | No |
| 18196901 | CREDENTIAL MANAGEMENT FOR MOBILE DEVICES | May 2023 | May 2024 | Allow | 13 | 1 | 0 | No | No |
| 18137774 | ANOMALY DETERMINATIONS USING DECOY DEVICES AND MACHINE LEARNING MODELS | April 2023 | September 2025 | Abandon | 29 | 1 | 0 | No | No |
| 18186551 | TREE STRUCTURE FOR BYZANTINE FAULT TOLERANCE | March 2023 | August 2024 | Abandon | 17 | 1 | 0 | No | No |
| 18024336 | SYSTEM AND METHOD FOR SECURING NETWORK TRAFFIC USING INTERNET PROTOCOL SECURITY TUNNELS IN A TELECOMMUNICATION NETWORK | March 2023 | January 2025 | Allow | 23 | 0 | 0 | No | No |
| 18153587 | SYSTEM AND METHOD FOR A TOKEN GATEWAY ENVIRONMENT | January 2023 | July 2024 | Allow | 18 | 1 | 0 | No | No |
| 17978669 | ANONYMIZATION APPARATUS, ANONYMIZATION METHOD, AND COMPUTER READABLE MEDIUM | November 2022 | April 2025 | Abandon | 30 | 1 | 0 | No | No |
| 17996883 | METHOD FOR PROCESSING DIGITAL INFORMATION | October 2022 | August 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17966968 | SYSTEM AND METHOD OF APPLICATION RESOURCE BINDING | October 2022 | June 2025 | Allow | 32 | 2 | 0 | No | No |
| 17966708 | Cyber Threat Defense System Protecting Email Networks with Machine Learning Models using a Range of Metadata from Observed Email Communications | October 2022 | December 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17961766 | System Function Invoking Method and Apparatus, and Terminal | October 2022 | May 2025 | Allow | 31 | 4 | 0 | Yes | No |
| 17950213 | BLINDFOLD ANALYTICS | September 2022 | March 2025 | Abandon | 29 | 1 | 0 | No | No |
| 17948447 | SERVER APPARATUS | September 2022 | January 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17816631 | DATA SAFE | August 2022 | September 2024 | Allow | 26 | 2 | 0 | No | No |
| 17816040 | SYSTEM AND METHOD FOR DETECTING LATERAL MOVEMENT AND DATA EXFILTRATION | July 2022 | September 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17865390 | TEXT CHAT MANAGEMENT SYSTEM CONNECTED TO A VIDEO CONFERENCE MANAGEMENT SYSTEM | July 2022 | February 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 17784808 | PRIVACY INFORMATION TRANSMISSION METHOD, APPARATUS, COMPUTER DEVICE AND COMPUTER-READABLE MEDIUM | June 2022 | October 2024 | Allow | 29 | 1 | 0 | No | No |
| 17839315 | COMMUNICATION LOGGING SYSTEM | June 2022 | July 2024 | Allow | 25 | 2 | 0 | No | No |
| 17805812 | WIRELESS KILL SWITCH | June 2022 | June 2023 | Allow | 12 | 2 | 0 | Yes | No |
| 17664867 | Deep Learning for Behavior-Based, Invisible Multi-Factor Authentication | May 2022 | November 2023 | Abandon | 18 | 1 | 0 | No | No |
| 17750899 | MESSAGING APPLICATION AND ELECTRONIC COMMUNICATIONS DEVICE PROVIDING MESSAGING INTERFACE FOR MESSAGING APPLICATION | May 2022 | October 2023 | Abandon | 17 | 1 | 0 | No | No |
| 17741223 | VERIFICATION SYSTEM FOR PROVING AUTHENTICITY AND OWNERSHIP OF DIGITAL ASSETS | May 2022 | July 2025 | Allow | 38 | 2 | 0 | Yes | No |
| 17735691 | Detecting and Mitigating Drive-by Home Wi-Fi Hijack Attacks | May 2022 | October 2025 | Allow | 42 | 2 | 0 | No | No |
| 17728799 | BROKERED SERVICE DISCOVERY AND CONNECTION MANAGEMENT | April 2022 | March 2026 | Allow | 46 | 3 | 1 | Yes | No |
| 17723958 | AUTHENTICATING A LIMITED INPUT DEVICE VIA AN AUTHENTICATED APPLICATION | April 2022 | June 2024 | Allow | 26 | 3 | 0 | Yes | No |
| 17705810 | DECENTRALIZED INTERNET PROTOCOL SECURITY KEY NEGOTIATION | March 2022 | July 2023 | Allow | 16 | 1 | 0 | Yes | No |
| 17703633 | SYSTEMS AND METHODS FOR SECURELY PROCESSING A PAYMENT | March 2022 | December 2023 | Abandon | 21 | 2 | 0 | No | No |
| 17679602 | METHODS AND SYSTEMS TO AUTOMATICALLY GENERATE NATURAL LANGUAGE INSIGHTS FOR SOFTWARE COMPONENTS FROM CALCULATED SCORES | February 2022 | March 2026 | Abandon | 48 | 3 | 0 | Yes | No |
| 17586985 | SYSTEMS AND METHODS FOR DETECTING AND CENSORING PRIVATE CONTENT PRESENTED ON COMPUTING DEVICES | January 2022 | September 2024 | Allow | 31 | 1 | 0 | Yes | No |
| 17567166 | DETECTION OF A CLASS OF PROCESSES | January 2022 | March 2026 | Allow | 50 | 5 | 0 | Yes | No |
| 17645506 | SERVER-SUPPORTED MALWARE DETECTION AND PROTECTION | December 2021 | October 2023 | Allow | 22 | 2 | 0 | Yes | No |
| 17557274 | APPLICATION IDENTITY ACCOUNT COMPROMISE DETECTION | December 2021 | August 2025 | Abandon | 44 | 3 | 0 | Yes | No |
| 17557985 | AUTHENTICATION AND ACCESS CONTROL FOR REMOTE SUPPORT SYSTEM | December 2021 | January 2026 | Abandon | 49 | 4 | 0 | Yes | No |
| 17551638 | DISTRIBUTED ATTESTATION IN HETEROGENOUS COMPUTING CLUSTERS | December 2021 | May 2025 | Allow | 45 | 4 | 0 | Yes | No |
| 17614545 | DATA PROTECTION SYSTEM | November 2021 | September 2024 | Abandon | 34 | 1 | 0 | No | No |
| 17523822 | VIRTUAL NOTARIZATION USING CRYPTOGRAPHIC TECHNIQUES AND BIOMETRIC INFORMATION | November 2021 | June 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17512882 | SYSTEMS AND METHODS FOR CYBER SECURITY ALERT TRIAGE | October 2021 | May 2023 | Allow | 19 | 1 | 0 | No | No |
| 17606732 | Distributed EAP-TLS Authentication for Wireless Networks with Concealed User Identities | October 2021 | April 2023 | Allow | 18 | 0 | 0 | No | No |
| 17503142 | DELAYED REPLICATION FOR PROTECTION OF REPLICATED DATABASES | October 2021 | December 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17602818 | ROUTER, NETWORK CONNECTION METHOD AND MOBILE TERMINAL | October 2021 | November 2025 | Allow | 49 | 4 | 1 | No | No |
| 17601145 | DISTANCE PRESERVING HASH METHOD | October 2021 | April 2025 | Allow | 43 | 2 | 0 | No | No |
| 17489290 | Security Services in a Software Defined Control System | September 2021 | June 2025 | Allow | 45 | 4 | 0 | Yes | No |
| 17599920 | METHOD FOR EDGE COMPUTING SERVICE AND ELECTRONIC DEVICE THEREFOR | September 2021 | September 2025 | Allow | 48 | 4 | 0 | No | No |
| 17479291 | SECURE MESSAGE PASSING USING SEMI-TRUSTED INTERMEDIARIES | September 2021 | May 2024 | Abandon | 31 | 2 | 0 | Yes | No |
| 17474152 | NETWORK DEVICE, METHOD, AND RECORDING MEDIUM | September 2021 | November 2024 | Allow | 38 | 2 | 0 | Yes | No |
| 17473954 | APPARATUS AND METHOD FOR TOLERATING BYZANTINE FAULTS IN BLOCKCHAIN PLATFORMS | September 2021 | August 2024 | Allow | 35 | 1 | 1 | Yes | No |
| 17474031 | System and Method for Computer Security | September 2021 | April 2024 | Abandon | 31 | 1 | 0 | No | No |
| 17464131 | RESTRICTED REPLICATION FOR PROTECTION OF REPLICATED DATABASES | September 2021 | October 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17446637 | COMMUNICATION CONTROL DEVICE AND COMMUNICATION SYSTEM | September 2021 | May 2024 | Abandon | 32 | 2 | 0 | No | No |
| 17409540 | PHYSICALLY DISTRIBUTED CONTROL PLANE FIREWALLS WITH UNIFIED SOFTWARE VIEW | August 2021 | October 2025 | Allow | 50 | 4 | 0 | Yes | No |
| 17394330 | INTERNET OF THINGS SYSTEM BASED ON SECURITY ORIENTATION AND GROUP SHARING | August 2021 | March 2022 | Allow | 7 | 1 | 0 | No | No |
| 17392328 | Sending a Cryptogram to a POS While Disconnected From a Network | August 2021 | December 2023 | Allow | 29 | 2 | 0 | Yes | No |
| 17391999 | NOVEL DNS RECORD TYPE FOR NETWORK THREAT PREVENTION | August 2021 | May 2024 | Abandon | 34 | 1 | 0 | No | No |
| 17383314 | PRIVACY-PRESERVING MACHINE LEARNING TRAINING BASED ON HOMOMORPHIC ENCRYPTION USING EXECUTABLE FILE PACKAGES IN AN UNTRUSTED ENVIRONMENT | July 2021 | December 2024 | Allow | 40 | 2 | 0 | Yes | No |
| 17364490 | MACHINE LEARNING CAPABLE MAC FILTERING FOR ENFORCING EDGE SECURITY OVER MAC RANDOMIZATION IN WLAN NETWORKS | June 2021 | May 2025 | Allow | 46 | 4 | 0 | No | No |
| 17362444 | METHODS AND APPARATUSES FOR IDENTIFYING TO-BE-FILTERED TRANSACTION BASED ON BLOCKCHAIN INTEGRATED STATION | June 2021 | May 2022 | Allow | 11 | 2 | 0 | Yes | No |
| 17350798 | AUTHENTICATION USING CREDENTIALS SUBMITTED VIA A USER PREMISES DEVICE | June 2021 | February 2023 | Allow | 20 | 1 | 0 | Yes | No |
| 17304088 | EFFICIENT ACCESS TO USER-RELATED DATA FOR DETERMINING USAGE OF ENTERPRISE RESOURCE SYSTEMS | June 2021 | February 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17337841 | GATEWAY APPARATUS FOR RADIO OVER IP NETWORK | June 2021 | June 2024 | Allow | 36 | 2 | 0 | No | No |
| 17297778 | BOOTSTRAPPING WITH COMMON CREDENTIAL DATA | May 2021 | February 2025 | Allow | 45 | 4 | 0 | Yes | Yes |
| 17324209 | MANAGEMENT OF ACCESS CONTROL IN MULTI-CLOUD ENVIRONMENTS | May 2021 | February 2024 | Allow | 33 | 2 | 0 | Yes | No |
| 17320015 | COMMAND INSPECTION METHOD AND APPARATUS, COMPUTER DEVICE, AND STORAGE MEDIUM | May 2021 | August 2024 | Allow | 39 | 2 | 0 | Yes | No |
| 17320010 | ABNORMALLY PERMISSIVE ROLE DEFINITION DETECTION SYSTEMS | May 2021 | November 2024 | Allow | 42 | 2 | 0 | Yes | No |
| 17301854 | NETWORK-BASED DEVICE REGISTRATION FOR CONTENT DISTRIBUTION PLATFORMS | April 2021 | February 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17284750 | Techniques For Securely Communicating Sensitive Data For Disparate Data Messages | April 2021 | December 2023 | Allow | 32 | 1 | 0 | Yes | No |
| 17206928 | Data Check Method, Data Check Apparatus, and Storage Medium | March 2021 | February 2024 | Abandon | 35 | 2 | 0 | Yes | No |
| 17277210 | METHOD AND APPARATUS FOR SECURE MESSAGING BETWEEN NETWORK FUNCTIONS | March 2021 | October 2025 | Abandon | 55 | 2 | 0 | Yes | Yes |
| 17179307 | METHODS AND APPARATUS FOR PROVIDING ADAPTIVE PRIVATE NETWORK CENTRALIZED MANAGEMENT SYSTEM DISCOVERY PROCESSES | February 2021 | January 2023 | Allow | 23 | 1 | 0 | Yes | No |
| 17165527 | SYSTEMS AND METHODS FOR CROSS COUPLING RISK ANALYTICS AND ONE-TIME-PASSCODES | February 2021 | April 2023 | Allow | 26 | 2 | 0 | No | No |
| 17137872 | METHOD AND DEVICE FOR SHARING CONTENT | December 2020 | December 2023 | Abandon | 35 | 1 | 0 | No | No |
| 17123568 | SYSTEM AND METHOD FOR A TOKEN GATEWAY ENVIRONMENT | December 2020 | October 2022 | Allow | 22 | 1 | 0 | No | No |
| 17124428 | SECURE MESSAGING FOR OUTAGE EVENTS | December 2020 | July 2023 | Allow | 31 | 2 | 0 | Yes | No |
| 17105734 | SYSTEM AND METHOD FOR CREATING DECENTRALIZED IDENTIFIERS | November 2020 | June 2021 | Allow | 7 | 1 | 0 | Yes | No |
| 17092027 | SYSTEMS AND METHODS FOR CLASSIFYING MALWARE BASED ON FEATURE REUSE | November 2020 | May 2023 | Allow | 30 | 1 | 0 | Yes | No |
| 17083884 | METHOD, APPARATUS, CLIENT TERMINAL, AND SERVER FOR DATA PROCESSING | October 2020 | September 2022 | Allow | 23 | 4 | 0 | Yes | No |
| 17065695 | Generating Simulated Spear Phishing Messages and Customized Cybersecurity Training Modules Using Machine Learning | October 2020 | November 2023 | Allow | 37 | 2 | 0 | No | No |
| 17033748 | SCALABLE MULTI-KEY MEMORY ENCRYPTION | September 2020 | February 2024 | Allow | 41 | 3 | 0 | No | No |
| 16948564 | ACCELERATED MACHINE LEARNING | September 2020 | July 2024 | Abandon | 45 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHAO, MICHAEL W.
With a 11.8% 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, 5.9% 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 CHAO, MICHAEL W works in Art Unit 2492 and has examined 484 patent applications in our dataset. With an allowance rate of 71.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 36 months.
Examiner CHAO, MICHAEL W's allowance rate of 71.7% places them in the 35% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by CHAO, MICHAEL W receive 2.36 office actions before reaching final disposition. This places the examiner in the 67% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by CHAO, MICHAEL W is 36 months. This places the examiner in the 36% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +40.3% benefit to allowance rate for applications examined by CHAO, MICHAEL W. This interview benefit is in the 87% percentile among all examiners. Recommendation: Interviews are highly effective with this examiner and should be strongly considered as a prosecution strategy. Per MPEP § 713.10, interviews are available at any time before the Notice of Allowance is mailed or jurisdiction transfers to the PTAB.
When applicants file an RCE with this examiner, 32.2% of applications are subsequently allowed. This success rate is in the 68% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.
This examiner enters after-final amendments leading to allowance in 13.6% of cases where such amendments are filed. This entry rate is in the 14% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.
When applicants request a pre-appeal conference (PAC) with this examiner, 16.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 26% 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 55.3% of appeals filed. This is in the 27% percentile among all examiners. Of these withdrawals, 42.9% 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, 26.1% are granted (fully or in part). This grant rate is in the 14% 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 0.4% of allowed cases (in the 59% 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 22% 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.