Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 17136975 | DETECTION OF ANOMALIES ASSOCIATED WITH FRAUDULENT ACCESS TO A SERVICE PLATFORM | December 2020 | August 2022 | Allow | 19 | 0 | 0 | Yes | No |
| 17125364 | METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO BUILD PRIVACY PRESERVING MODELS | December 2020 | February 2024 | Allow | 38 | 2 | 0 | Yes | No |
| 17252516 | AUTOMATED IOT DEVICE CONFIGURATION USING USER PROFILE | December 2020 | August 2022 | Allow | 20 | 2 | 0 | Yes | No |
| 17121066 | Automated Videoconference Systems, Controllers And Methods | December 2020 | January 2023 | Abandon | 25 | 3 | 0 | No | No |
| 17098151 | DECENTRALIZED DATABASE OPTIMIZATIONS | November 2020 | August 2021 | Allow | 9 | 0 | 0 | Yes | No |
| 17093625 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | November 2020 | July 2023 | Abandon | 32 | 0 | 1 | No | No |
| 17093619 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | November 2020 | February 2023 | Abandon | 28 | 0 | 1 | No | No |
| 17093611 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | November 2020 | July 2023 | Allow | 32 | 2 | 1 | Yes | No |
| 17082775 | MECHANISM FOR HARDWARE CONFIGURATION AND SOFTWARE DEPLOYMENT | October 2020 | April 2023 | Abandon | 30 | 3 | 0 | Yes | No |
| 17075859 | EVENT MANAGEMENT AND CONTROL DEVICE AND METHOD THEREOF | October 2020 | February 2023 | Abandon | 27 | 3 | 0 | Yes | No |
| 17039427 | Persisted Data Cache Service | September 2020 | December 2022 | Allow | 27 | 2 | 0 | Yes | No |
| 17020753 | MULTI-FACTOR AUTHENTICATION FOR NON-INTERNET APPLICATIONS | September 2020 | September 2022 | Allow | 24 | 0 | 0 | Yes | No |
| 16985191 | METHOD AND APPARATUS FOR PERFORMING DYNAMIC STATISTICAL PERIOD ADJUSTMENT REGARDING RATE ADAPTION | August 2020 | August 2021 | Allow | 12 | 0 | 0 | Yes | No |
| 16962925 | NETWORK MONITORING SYSTEM AND METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM | July 2020 | October 2022 | Abandon | 27 | 2 | 0 | No | No |
| 16898760 | Automated Estimation of Network Security Policy Risk | June 2020 | August 2022 | Allow | 26 | 4 | 0 | Yes | No |
| 16878652 | SECURITY THREAT DETECTION DURING SERVICE QUERY HANDLING | May 2020 | May 2024 | Allow | 48 | 4 | 0 | Yes | No |
| 16847108 | Slow Network Detection and Response | April 2020 | May 2022 | Allow | 25 | 2 | 0 | Yes | No |
| 16812031 | DEFINING AND IMPLEMENTING AN EPHEMERAL CONFIGURATION STATE FOR A NETWORK DEVICE | March 2020 | July 2022 | Abandon | 28 | 2 | 0 | Yes | No |
| 16806092 | SYSTEMS AND METHODS FOR GAMIFICATION OF SAAS APPLICATIONS | March 2020 | July 2022 | Allow | 28 | 2 | 0 | Yes | No |
| 16790007 | METHOD FOR DETECTING ACCESS POINT CHARACTERISTICS USING MACHINE LEARNING | February 2020 | March 2023 | Abandon | 37 | 1 | 0 | No | No |
| 16737112 | Optimizing Web Applications Using a Rendering Engine | January 2020 | March 2021 | Allow | 15 | 0 | 0 | Yes | No |
| 16723988 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | December 2019 | July 2020 | Allow | 7 | 0 | 1 | Yes | No |
| 16714676 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | December 2019 | January 2023 | Abandon | 37 | 4 | 1 | Yes | No |
| 16714674 | METHOD AND SYSTEM TO PRE-FETCH DATA IN A NETWORK | December 2019 | May 2022 | Allow | 29 | 3 | 1 | Yes | No |
| 16697344 | PRIVACY-AWARE MODEL GENERATION FOR HYBRID MACHINE LEARNING SYSTEMS | November 2019 | June 2021 | Allow | 19 | 0 | 0 | Yes | No |
| 16687795 | METHOD OF SECURELY AUTHENTICATING A TRANSPONDER IN COMMUNICATION WITH A SERVER | November 2019 | February 2022 | Allow | 27 | 1 | 0 | Yes | No |
| 16669337 | USING A TREE STRUCTURE TO SEGMENT AND DISTRIBUTE RECORDS ACROSS ONE OR MORE DECENTRALIZED, ACYCLIC GRAPHS OF CRYPTOGRAPHIC HASH POINTERS | October 2019 | September 2020 | Allow | 10 | 0 | 0 | Yes | No |
| 16653635 | SYSTEM AND METHOD FOR WEB ENABLED APPLICATION EXECUTION AND MANAGEMENT | October 2019 | January 2022 | Abandon | 27 | 1 | 1 | Yes | No |
| 16593160 | LOG MANAGEMENT SYSTEM AND LOG MANAGEMENT METHOD | October 2019 | July 2022 | Abandon | 33 | 2 | 0 | No | No |
| 16582235 | INTELLIGENT SERVICE DISTRIBUTOR AND CONTROLLER WITH REAL TIME SERVICE CALIBRATION | September 2019 | October 2021 | Allow | 25 | 1 | 0 | Yes | No |
| 16580220 | Blockchain-Based Property Management | September 2019 | August 2020 | Allow | 10 | 0 | 0 | Yes | No |
| 16562426 | FRONT-END OPTIMIZATION IN A CONTENT DELIVERY NETWORK (CDN) | September 2019 | August 2022 | Allow | 35 | 4 | 0 | Yes | Yes |
| 16529927 | USING NETWORK CONFIGURATION ANALYSIS TO IMPROVE SERVER GROUPING IN MIGRATION | August 2019 | November 2021 | Allow | 28 | 2 | 0 | Yes | No |
| 16459108 | METHOD FOR FUNCTION CONTROL AND ELECTRONIC DEVICE THEREOF | July 2019 | August 2022 | Allow | 38 | 3 | 0 | Yes | No |
| 16472861 | SCHEDULING RESOURCES | June 2019 | August 2021 | Allow | 26 | 3 | 0 | Yes | No |
| 16444760 | NETWORK RELAY DEVICE, NETWORK RELAY METHOD, AND NETWORK RELAY PROGRAM | June 2019 | May 2020 | Allow | 11 | 0 | 0 | Yes | No |
| 16441789 | CONFERENCE FACILITATION METHOD AND APPARATUS | June 2019 | March 2023 | Abandon | 45 | 1 | 1 | No | No |
| 16468941 | Method and Device for Sharing File Between Different Terminals | June 2019 | August 2020 | Allow | 15 | 1 | 0 | Yes | No |
| 16431951 | IDENTIFYING AND MANAGING REDUNDANT DIGITAL CONTENT TRANSFERS | June 2019 | July 2020 | Allow | 14 | 0 | 0 | Yes | No |
| 16431978 | IDENTIFYING AND MANAGING REDUNDANT DIGITAL CONTENT TRANSFERS | June 2019 | August 2020 | Allow | 14 | 0 | 0 | Yes | No |
| 16462823 | BROADCAST SIGNAL TRANSMITTING/RECEIVING DEVICE AND METHOD | May 2019 | December 2020 | Allow | 19 | 1 | 0 | Yes | No |
| 16394424 | REPLACING A VIRTUAL NETWORK FUNCTION IN A NETWORK SERVICE | April 2019 | September 2019 | Allow | 4 | 0 | 0 | Yes | No |
| 16392971 | TECHNOLOGY FOR COMMUNICATION BETWEEN DIFFERENT INSTANT MESSAGING PROTOCOLS AND SIP PROTOCOL | April 2019 | December 2020 | Abandon | 20 | 2 | 0 | No | No |
| 16384372 | TERMINATION OF DATABASE CONNECTION | April 2019 | December 2021 | Allow | 32 | 2 | 0 | Yes | No |
| 16358286 | SYSTEM, METHOD, AND COMPUTER PROGRAM FOR REAL-TIME HTML RENDERING OF WINDOWS APPLICATIONS | March 2019 | July 2020 | Allow | 16 | 1 | 0 | Yes | No |
| 16292551 | SYSTEM AND METHOD FOR MONITORING A LOCATION | March 2019 | January 2021 | Allow | 22 | 2 | 0 | Yes | No |
| 16275335 | NETWORK MANAGEMENT DEVICE, MANAGEMENT METHOD, AND RECORDING MEDIUM | February 2019 | October 2020 | Abandon | 20 | 1 | 0 | No | No |
| 16275316 | METHOD AND SYSTEM TO ALLOCATE BANDWIDTH BASED ON TASK DEADLINE IN CLOUD COMPUTING NETWORKS | February 2019 | August 2022 | Allow | 42 | 5 | 0 | Yes | No |
| 16272542 | SYSTEM AND METHOD FOR FORENSIC ARTIFACT ANALYSIS AND VISUALIZATION | February 2019 | October 2022 | Abandon | 44 | 1 | 0 | No | No |
| 16223085 | SYSTEM AND METHOD FOR MEASURING PERFORMANCE OF VIRTUAL NETWORK FUNCTIONS | December 2018 | December 2020 | Abandon | 24 | 1 | 1 | No | No |
| 16220713 | TECHNOLOGIES FOR MONITORING THE PERFORMANCE OF HOME APPLIANCES | December 2018 | July 2020 | Abandon | 19 | 1 | 0 | No | No |
| 16216974 | RENDEZVOUS POINT (RP) ROUTER WITH IMPROVED PROCESSING OF FIRST HOP ROUTER (FHR) INFORMATION IN A PROTOCOL INDEPENDENT MULTICAST (PIM) NETWORK DOMAIN | December 2018 | October 2020 | Allow | 22 | 1 | 1 | Yes | No |
| 16308060 | MULTIPATH TCP IN HYBRID ACCESS NETWORKS | December 2018 | May 2023 | Abandon | 54 | 6 | 0 | Yes | Yes |
| 16211057 | USING A TREE STRUCTURE TO SEGMENT AND DISTRIBUTE RECORDS ACROSS ONE OR MORE DECENTRALIZED, ACYCLIC GRAPHS OF CRYPTOGRAPHIC HASH POINTERS | December 2018 | July 2019 | Allow | 8 | 0 | 0 | Yes | No |
| 16210084 | HIERARCHICAL DATA BUS ARCHITECTURE IN A NETWORK FUNCTIONS VIRTUALIZATION SYSTEM | December 2018 | January 2022 | Allow | 37 | 2 | 1 | Yes | Yes |
| 16201355 | COMMUNICATION APPARATUS FOR TRANSMITTING RESPONSE, COMMUNICATION METHOD, AND STORAGE MEDIUM | November 2018 | December 2021 | Allow | 37 | 3 | 1 | Yes | No |
| 16201115 | ENABLING HIGH SPEED AND LOW POWER OPERATION OF A SENSOR NETWORK | November 2018 | August 2020 | Allow | 21 | 2 | 0 | Yes | No |
| 16192405 | AUTOMATED VIDEOCONFERENCE SYSTEMS, CONTROLLERS AND METHODS | November 2018 | August 2020 | Allow | 22 | 2 | 0 | Yes | No |
| 16155767 | DETERMINING APPROPRIATE VIDEO ENCODINGS FOR VIDEO STREAMS | October 2018 | September 2020 | Allow | 24 | 2 | 0 | Yes | No |
| 16155497 | Automated Playback and Redistribution of Internet Streaming Content | October 2018 | April 2025 | Allow | 60 | 6 | 0 | Yes | Yes |
| 16154697 | DIGITAL STORY REPLY CONTAINER | October 2018 | October 2020 | Allow | 25 | 1 | 0 | Yes | No |
| 16152573 | ADAPTIVE MONITORING OF COMPUTING SYSTEMS | October 2018 | March 2022 | Allow | 41 | 6 | 0 | Yes | Yes |
| 16152016 | SYSTEMS AND METHODS FOR ELECTRONIC DISTRIBUTION OF MESSAGES OVER COMMUNICATION CHANNELS | October 2018 | November 2021 | Allow | 37 | 4 | 0 | Yes | No |
| 16151568 | LOCAL THIN CLOUD TENANT | October 2018 | September 2020 | Allow | 23 | 2 | 0 | Yes | No |
| 16148591 | SYSTEMS AND METHODS FOR GAMIFICATION OF SAAS APPLICATIONS | October 2018 | November 2019 | Allow | 13 | 0 | 0 | Yes | No |
| 16071495 | METHOD OF RECEIVING AND DELIVERING CONTENT AND APPARATUS AND A SYSTEM THEREFOR | July 2018 | January 2022 | Abandon | 42 | 3 | 0 | Yes | No |
| 16041612 | APPARATUS AND METHOD FOR MONITORING A WIRELESS NETWORK | July 2018 | October 2019 | Allow | 15 | 0 | 0 | Yes | No |
| 16034939 | MECHANISM FOR HARDWARE CONFIGURATION AND SOFTWARE DEPLOYMENT | July 2018 | July 2020 | Allow | 24 | 2 | 0 | Yes | No |
| 16035119 | SYSTEMS AND METHODS FOR LOCATION-BASED MESSAGING | July 2018 | December 2020 | Abandon | 30 | 2 | 0 | Yes | No |
| 16026608 | INTELLIGENT SERVICE DISTRIBUTOR AND CONTROLLER WITH REAL TIME SERVICE CALIBRATION | July 2018 | August 2019 | Allow | 14 | 0 | 0 | Yes | No |
| 16022185 | SYSTEM, DEVICES AND METHODS FOR PROVIDING STREAM PRIVACY IN AN ABR OTT MEDIA NETWORK | June 2018 | October 2021 | Allow | 40 | 2 | 1 | Yes | No |
| 16017961 | Efficient Operand Multicast For Acceleration | June 2018 | January 2021 | Abandon | 30 | 1 | 0 | No | No |
| 16015394 | VIRTUAL ASSISTANT SYSTEM ENHANCEMENT | June 2018 | April 2021 | Abandon | 34 | 2 | 0 | No | No |
| 16007319 | USER ACTION COLLECTION FOR SENSITIVE CUSTOMER DATA | June 2018 | November 2020 | Allow | 30 | 2 | 0 | Yes | No |
| 16001116 | TRANSFER OF DATA BASED ON MOVEMENT OF A USER | June 2018 | September 2022 | Abandon | 51 | 2 | 0 | No | Yes |
| 15996645 | PRIVACY-AWARE MODEL GENERATION FOR HYBRID MACHINE LEARNING SYSTEMS | June 2018 | September 2019 | Allow | 15 | 0 | 0 | Yes | No |
| 15992164 | CAPACITY PLANNING AND RECOMMENDATION SYSTEM | May 2018 | March 2023 | Abandon | 58 | 4 | 1 | Yes | Yes |
| 15991404 | Dynamic reservation protocol for 5G network slicing | May 2018 | September 2019 | Allow | 15 | 0 | 0 | Yes | No |
| 15982541 | SYSTEM AND METHOD FOR SMART FACILITIES MONITORING | May 2018 | October 2019 | Allow | 17 | 0 | 0 | Yes | No |
| 15977419 | METHOD AND SYSTEM TO PROACTIVELY DETERMINE POTENTIAL OUTAGES IN AN INFORMATION TECHNOLOGY ENVIRONMENT | May 2018 | November 2020 | Allow | 31 | 2 | 0 | Yes | No |
| 15974088 | DYNAMIC RESOURCE ALLOCATION METHOD AND APPARATUS IN SOFTWARE-DEFINED NETWORK | May 2018 | June 2021 | Allow | 37 | 3 | 0 | Yes | No |
| 15974518 | METHOD AND SYSTEM FOR USER SESSION DISCOVERY IN A MULTI-TENANT ENVIRONMENT | May 2018 | December 2020 | Allow | 31 | 2 | 0 | Yes | Yes |
| 15972618 | SERVICE PROVISION STEPS USING SLICES AND ASSOCIATED DEFINITIONS | May 2018 | February 2021 | Allow | 33 | 2 | 0 | Yes | No |
| 15971774 | SYSTEMS AND METHOD FOR INCIDENT SCORECARD | May 2018 | January 2022 | Allow | 44 | 3 | 1 | Yes | No |
| 15961799 | Passing Listener Sockets Between Web Server Processes | April 2018 | August 2019 | Allow | 16 | 0 | 0 | Yes | No |
| 15938120 | Blockchain-Based Property Management | March 2018 | August 2019 | Allow | 16 | 0 | 0 | Yes | No |
| 15926225 | Updating Devices in a Local Network of Interconnected Devices | March 2018 | January 2023 | Allow | 58 | 5 | 1 | Yes | No |
| 15917616 | USING A TREE STRUCTURE TO SEGMENT AND DISTRIBUTE RECORDS ACROSS ONE OR MORE DECENTRALIZED, ACYLIC GRAPHS OF CRYPTOGRAPHIC HASH POINTERS | March 2018 | September 2018 | Allow | 6 | 0 | 0 | Yes | No |
| 15882764 | Systems, Methods, Apparatus, and Articles of Manufacture to Provide Automatic Wireless Configuration | January 2018 | July 2020 | Allow | 30 | 2 | 0 | Yes | No |
| 15878719 | SYSTEM AND METHOD FOR IMPLEMENTING AND MANAGING VIRTUAL NETWORKS | January 2018 | March 2021 | Allow | 38 | 2 | 1 | Yes | No |
| 15837308 | COMMUNICATION APPARATUS AND COMMUNICATION METHOD, COMMUNICATION SYSTEM, AND COMPUTER-READABLE STORAGE MEDIUM | December 2017 | October 2023 | Abandon | 60 | 8 | 0 | Yes | No |
| 15827963 | METHOD AND APPARATUS FOR REMOTE CONTROL OF OPERATIONAL CHARACTERISTICS OF A PREMISES | November 2017 | August 2020 | Abandon | 32 | 1 | 1 | No | No |
| 15810082 | NETWORK-AWARE STRUCTURED CONTENT DOWNLOADS | November 2017 | March 2018 | Allow | 4 | 0 | 0 | Yes | No |
| 15788381 | LOG MONITORING SYSTEM | October 2017 | May 2020 | Allow | 31 | 2 | 0 | Yes | No |
| 15730108 | Closed-Loop Information Technology Issue Remediation | October 2017 | September 2020 | Allow | 35 | 2 | 0 | Yes | No |
| 15561071 | Method and Apparatus for Terminal Application Accessing NAS | September 2017 | May 2019 | Allow | 19 | 1 | 0 | Yes | No |
| 15695729 | MULTI-THREADED SERVER ARCHITECTURE SUPPORTING DYNAMIC RECONFIGURATION | September 2017 | December 2020 | Allow | 39 | 1 | 0 | Yes | No |
| 15675510 | IMMUTABLE LOGGING OF ACCESS REQUESTS TO DISTRIBUTED FILE SYSTEMS | August 2017 | May 2018 | Allow | 9 | 0 | 0 | Yes | No |
| 15675411 | CENTRALIZED ACCESS MANAGEMENT OF WEB-BASED OR NATIVE APPLICATIONS | August 2017 | May 2018 | Allow | 9 | 0 | 0 | Yes | No |
| 15675470 | GENERATION OF HASH VALUES WITHIN A BLOCKCHAIN | August 2017 | May 2018 | Allow | 9 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner RAZA, MUHAMMAD A.
With a 17.6% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges 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, 14.6% 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 RAZA, MUHAMMAD A works in Art Unit 2449 and has examined 261 patent applications in our dataset. With an allowance rate of 59.4%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 38 months.
Examiner RAZA, MUHAMMAD A's allowance rate of 59.4% places them in the 21% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by RAZA, MUHAMMAD A receive 3.08 office actions before reaching final disposition. This places the examiner in the 85% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.
The median time to disposition (half-life) for applications examined by RAZA, MUHAMMAD A is 38 months. This places the examiner in the 29% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +75.0% benefit to allowance rate for applications examined by RAZA, MUHAMMAD A. This interview benefit is in the 99% 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, 19.3% of applications are subsequently allowed. This success rate is in the 22% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.
This examiner enters after-final amendments leading to allowance in 6.3% of cases where such amendments are filed. This entry rate is in the 8% 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, 100.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 73% 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 62.2% of appeals filed. This is in the 40% percentile among all examiners. Of these withdrawals, 53.6% 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, 60.9% are granted (fully or in part). This grant rate is in the 63% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 15% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.
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.