Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18980630 | CONTROLLING ARTIFICIAL INTELLIGENCE CHATBOTS | December 2024 | July 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 18777572 | Method and system for saving selected messages in a chat for a future repost | July 2024 | September 2024 | Allow | 2 | 0 | 0 | No | No |
| 18761152 | METHOD, APPARATUS, DEVICE AND MEDIUM FOR MESSAGE PROCESSING | July 2024 | May 2025 | Allow | 10 | 2 | 0 | No | No |
| 18744259 | SYSTEMS AND METHODS FOR PROVIDING CHAT INTERFACES TO CONVERSATIONS | June 2024 | August 2025 | Allow | 14 | 2 | 0 | Yes | No |
| 18659060 | Method for producing reports on emails between employees and customers or suppliers of organizations | May 2024 | December 2025 | Abandon | 19 | 1 | 0 | No | No |
| 18645541 | TOPICAL AND CONTEXTUAL CONTENT FILTER FOR LARGE LANGUAGE MODEL CHATBOTS | April 2024 | December 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18628854 | Dynamic Adjustment of Playback Pacing in Pre-Recorded Conversations Based on User Preferences and Contextual Analysis | April 2024 | December 2025 | Abandon | 20 | 1 | 0 | No | No |
| 18615147 | SAVING CONTENT ITEMS IN CHAT SYSTEMS | March 2024 | October 2025 | Allow | 19 | 1 | 0 | No | No |
| 18444451 | DRAFT MESSAGE OBJECT COLLABORATION IN A GROUP-BASED COMMUNICATION PLATFORM | February 2024 | September 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18435756 | PEOPLE-CENTRIC DIGITAL MEMORY SYSTEM FOR A DIGITAL ASSISTANT | February 2024 | January 2026 | Allow | 23 | 0 | 0 | No | No |
| 18435972 | UTILIZING MACHINE LEARNING WITH SELF-SUPPORT ACTIONS | February 2024 | February 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18416561 | MEDIA PLAYER FOR RECEIVING MEDIA CONTENT FROM A REMOTE SERVER | January 2024 | October 2025 | Allow | 21 | 4 | 0 | Yes | No |
| 18394097 | INTERACTIVE INPUT SUPPORT SYSTEM AND INTERACTIVE INPUT SUPPORT METHOD | December 2023 | September 2025 | Abandon | 21 | 2 | 0 | Yes | No |
| 18536720 | MESSAGE SENDING METHOD AND APPARATUS, AND DEVICE AND STORAGE MEDIUM | December 2023 | November 2024 | Allow | 11 | 5 | 0 | Yes | No |
| 18529603 | ASYNCHRONOUS AUDIO-BASED COMMUNICATION SYSTEM AND METHOD | December 2023 | April 2025 | Abandon | 16 | 2 | 0 | Yes | No |
| 18528403 | DYNAMIC ALLOCATION OF MESSAGING RESOURCES IN SOFTWARE AS A SERVICE MESSAGING PLATFORM | December 2023 | February 2026 | Allow | 26 | 1 | 0 | No | No |
| 18516776 | INFORMATION DISPLAY METHOD, APPARATUS, AND ELECTRONIC DEVICE | November 2023 | September 2024 | Allow | 9 | 2 | 0 | No | No |
| 18511338 | OPEN RESOURCE DISCOVERY OF ENTITY TYPES | November 2023 | December 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18502376 | CORE DECISION ENGINE FOR MANAGING SOFTWARE DEVELOPMENT LIFECYCLES | November 2023 | October 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18486630 | ENHANCEMENT ON DEVICE DETECTION SESSION | October 2023 | February 2026 | Allow | 28 | 1 | 0 | No | No |
| 18485639 | INTEGRATED THIRD-PARTY APPLICATION BUILDER TRIGGER FOR MESSAGE FLOW | October 2023 | April 2024 | Allow | 6 | 1 | 0 | Yes | No |
| 18378567 | SYSTEMS AND METHODS FOR SECURE BROWSER SESSION TRANSFER | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18553707 | A SYSTEM AND A METHOD FOR TAGGING AND FORWARDING MESSAGE BETWEEN TWO ELECTRONIC DEVICES | October 2023 | December 2025 | Abandon | 26 | 0 | 1 | No | No |
| 18375553 | Method and system for saving and reposting selected chat messages | October 2023 | November 2024 | Abandon | 14 | 2 | 0 | No | No |
| 18471905 | SYSTEMS AND METHODS FOR OBTAINING DATA DURING A LIVE INTERACTION | September 2023 | March 2026 | Allow | 30 | 2 | 0 | No | No |
| 18470278 | QUALITY OF EXPERIENCE (QOE)-AWARE TRANSMISSION OVER MULTI-TRANSPORT | September 2023 | February 2026 | Allow | 28 | 2 | 0 | No | No |
| 18367948 | CONNECTING SERVICES RUNNING ON DIFFERENT NETWORKS WITH OVERLAPPING IP ADDRESSES | September 2023 | November 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18454891 | Artificial Reality Messaging with Destination Selection | August 2023 | October 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18230047 | METHOD FOR ELECTRONIC IMPERSONATION DETECTION AND REMEDIATION | August 2023 | March 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18228132 | APPARATUS AND METHOD FOR CENTRALIZED ULTRA-PRECISION NETWORK CONTROL FRAMEWORK CONTROLLING HETEROGENEOUS MULTIPLE NETWORK DOMAINS IN COMMUNICATION SYSTEM | July 2023 | March 2025 | Allow | 20 | 1 | 0 | No | No |
| 18228564 | SYSTEMS AND METHODS OF TRANSMISSION OF DATA UNIT SETS BY QUALITY-OF-SERVICE LEVEL | July 2023 | February 2026 | Allow | 31 | 1 | 0 | No | No |
| 18224740 | Enhanced Instant Messaging by Enabling Collective Comments on Multiple Items in a Communication Thread | July 2023 | November 2023 | Allow | 4 | 1 | 0 | No | No |
| 18223354 | CONTENT SUGGESTION SYSTEM FOR REAL-TIME COMMUNICATION ENVIRONMENTS | July 2023 | February 2025 | Allow | 19 | 1 | 0 | No | No |
| 18346633 | INFORMATION DISPLAY METHOD AND APPARATUS, AND ELECTRONIC DEVICE | July 2023 | July 2024 | Allow | 13 | 2 | 0 | No | No |
| 18270055 | MESSAGE ENCAPSULATION AND DE-ENCAPSULATION METHOD AND DEVICE, STORAGE MEDIUM, AND ELECTRONIC DEVICE | June 2023 | February 2026 | Allow | 31 | 4 | 0 | No | No |
| 18205566 | Method and system for saving and one-sided reposting selected chat messages | June 2023 | February 2024 | Abandon | 9 | 1 | 0 | No | No |
| 18204269 | COMMUNICATION APPARATUS, COMMUNICATION SETTING METHOD, AND NON-TRANSITORY STORAGE MEDIUM | May 2023 | June 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18144693 | INFORMATION PROCESSING METHOD AND APPARATUS, TERMINAL, AND STORAGE MEDIUM | May 2023 | March 2024 | Allow | 10 | 2 | 0 | Yes | No |
| 18141018 | CORE DECISION ENGINE FOR MANAGING SOFTWARE DEVELOPMENT LIFECYCLES | April 2023 | September 2023 | Allow | 5 | 1 | 0 | Yes | No |
| 18141064 | SYSTEMS AND METHODS FOR OPT-IN MESSAGING | April 2023 | December 2024 | Abandon | 20 | 1 | 0 | No | No |
| 18135183 | FREE-FORM, AUTOMATICALLY-GENERATED CONVERSATIONAL GRAPHICAL USER INTERFACES | April 2023 | November 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18188660 | INTELLIGENT AUTO-SCALING OF COMPONENTS PROVIDING DATA PROTECTION SERVICES WITHIN A CLUSTERED ENVIRONMENT | March 2023 | February 2025 | Allow | 22 | 2 | 0 | No | No |
| 18027333 | Administering Network-Connected Devices Using Tunneled Routing | March 2023 | March 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18175804 | SYSTEM AND METHOD FOR MANAGING END POINT PRESENTING DEVICES | February 2023 | February 2025 | Allow | 24 | 4 | 0 | Yes | No |
| 18173363 | UNIFIED AUDIENCE TARGETING SYSTEM | February 2023 | December 2024 | Allow | 22 | 2 | 0 | Yes | No |
| 18152443 | NETWORK MANAGEMENT BASED ON ASSESSMENT OF TOPOLOGICAL ROBUSTNESS AND CRITICALITY OF ASSETS | January 2023 | September 2024 | Allow | 20 | 2 | 0 | No | No |
| 18148938 | THIRD-PARTY SERVICE AND APPLICATION DATA FOR QUALITY OF SERVICE | December 2022 | December 2024 | Allow | 24 | 1 | 0 | Yes | No |
| 18051349 | BLOCKING DECEPTIVE ONLINE CONTENT | October 2022 | July 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 17974573 | Distributed Tracing Leveraging Event Logs | October 2022 | March 2025 | Allow | 28 | 2 | 0 | No | No |
| 17938776 | METHOD AND APPARATUS FOR DISPLAYING SHARED MAIL, AND ELECTRONIC DEVICE AND STORAGE MEDIUM | October 2022 | September 2023 | Allow | 12 | 2 | 0 | Yes | No |
| 17953763 | METHOD AND APPARATUS FOR PROVIDING INFORMATION FOR VEHICLE COMMUNICATION SERVICES | September 2022 | April 2024 | Allow | 19 | 1 | 0 | No | No |
| 17933182 | Improved Architecture Supporting Chats Between Remote Employees | September 2022 | November 2024 | Abandon | 26 | 2 | 0 | No | No |
| 17819495 | SYSTEMS AND METHODS FOR REPRESENTATIVE SUPPORT IN A TASK DETERMINATION SYSTEM | August 2022 | September 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17883752 | MAIL PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | August 2022 | July 2023 | Allow | 11 | 2 | 0 | No | No |
| 17880560 | USING A HANDSHAKE TO COMMUNICATE BETWEEN A SECURITY AND COMPLIANCE CENTER (SCC) AND AT LEAST A FIRST OPERATOR | August 2022 | August 2025 | Allow | 37 | 2 | 0 | Yes | No |
| 17875567 | METHOD AND SYSTEM FOR PREDICTING RESPONSE AND BEHAVIOR ON CHATS | July 2022 | October 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17869637 | SHARING NETWORK MANAGER BETWEEN MULTIPLE TENANTS | July 2022 | May 2024 | Allow | 22 | 1 | 0 | No | No |
| 17848100 | TRAINING AND USING MACHINE LEARNING MODELS TO PLACE TARGETED MESSAGES IN SOFTWARE APPLICATIONS | June 2022 | December 2022 | Allow | 6 | 1 | 0 | No | No |
| 17839847 | METHOD FOR ELECTRONIC IMPERSONATION DETECTION AND REMEDIATION | June 2022 | April 2023 | Allow | 11 | 1 | 0 | No | No |
| 17664772 | METHOD, SYSTEM, AND COMPUTER PROGRAM FOR PROVIDING ONLINE CHATROOM SERVICE | May 2022 | June 2024 | Allow | 24 | 1 | 0 | No | No |
| 17751261 | DISCOVERING EMAIL ACCOUNT COMPROMISE THROUGH ASSESSMENTS OF DIGITAL ACTIVITIES | May 2022 | April 2024 | Allow | 23 | 1 | 0 | Yes | No |
| 17741179 | Game Channels in Messaging Applications | May 2022 | July 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17714120 | Systems and Methods for Operation Management and Monitoring of Bots | April 2022 | December 2023 | Allow | 20 | 1 | 0 | No | No |
| 17711584 | METHOD FOR CHATTING MESSAGES BY TOPIC BASED ON SUBSCRIPTION CHANNEL REFERENCE IN SERVER AND USER DEVICE | April 2022 | September 2023 | Allow | 18 | 1 | 0 | No | No |
| 17707179 | MOVEMENT OF CONTENT FROM FIRST AND SECOND ELECTRONIC MESSAGES INTO THIRD ELECTRONIC MESSAGE | March 2022 | June 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17703644 | UTILIZING MACHINE LEARNING WITH SELF-SUPPORT ACTIONS TO DETERMINE SUPPORT QUEUE POSITIONS FOR SUPPORT CALLS | March 2022 | October 2023 | Allow | 19 | 0 | 0 | No | No |
| 17683710 | Adaptive Bitrate Streaming Of Live Content | March 2022 | June 2023 | Allow | 15 | 1 | 0 | No | No |
| 17589734 | MONITORING A STALE DATA QUEUE FOR DELETION EVENTS | January 2022 | May 2022 | Allow | 3 | 0 | 0 | No | No |
| 17629124 | INTERACTIVE INPUT SUPPORT SYSTEM AND INTERACTIVE INPUT SUPPORT METHOD | January 2022 | September 2023 | Allow | 20 | 1 | 0 | Yes | No |
| 17581613 | METHODS AND APPARATUS TO MONITOR ONLINE ACTIVITY | January 2022 | April 2024 | Allow | 27 | 1 | 0 | No | No |
| 17559907 | SYSTEMS AND METHODS FOR RELAYING MESSAGES IN A COMMUNICATIONS SYSTEM | December 2021 | July 2023 | Allow | 19 | 1 | 0 | No | No |
| 17553419 | ACCESS SERVICES IN HYBRID CLOUD COMPUTING SYSTEMS | December 2021 | July 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17644260 | Managing Social Equity in a Portal Platform | December 2021 | March 2024 | Allow | 27 | 1 | 0 | No | No |
| 17456386 | SYSTEMS AND METHODS FOR ANALYZING CHATBOT COMMUNICATION SESSIONS TO REDUCE ESCALATION | November 2021 | February 2024 | Abandon | 26 | 2 | 0 | Yes | No |
| 17531152 | MEDIA PLAYER FOR RECEIVING MEDIA CONTENT FROM A REMOTE SERVER | November 2021 | October 2023 | Allow | 23 | 2 | 0 | Yes | No |
| 17452595 | UTILIZING MACHINE LEARNING WITH SELF-SUPPORT ACTIONS TO DETERMINE SUPPORT QUEUE POSITIONS FOR SUPPORT CALLS | October 2021 | September 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17500364 | RIDE REQUEST INTERACTIONS | October 2021 | November 2023 | Allow | 25 | 2 | 0 | No | No |
| 17475555 | CONVERSATIONAL SYSTEMS CONTENT RELATED TO EXTERNAL EVENTS | September 2021 | March 2023 | Allow | 18 | 1 | 0 | Yes | No |
| 17474201 | NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM, ESTIMATION METHOD, AND INFORMATION PROCESSING DEVICE | September 2021 | December 2022 | Allow | 15 | 1 | 0 | No | No |
| 17412512 | MESSAGE REROUTING FROM AN E-MAIL ENVIRONMENT TO A MESSAGING ENVIRONMENT | August 2021 | August 2023 | Allow | 24 | 1 | 0 | No | No |
| 17411544 | Method and Apparatus for Providing Enhanced Streaming Content Delivery with Multi-Archive Support Using Secure Download Manager and Content-Indifferent Decoding | August 2021 | April 2025 | Abandon | 44 | 4 | 1 | No | No |
| 17400684 | SYNCHRONIZATION OF DATA COLLECTED BY INTERNET OF THINGS (IOT) DEVICES | August 2021 | June 2023 | Allow | 22 | 1 | 0 | No | No |
| 17443855 | MONITORING A STALE DATA QUEUE FOR DELETION EVENTS | July 2021 | November 2024 | Abandon | 40 | 3 | 0 | Yes | No |
| 17368999 | LOG TRANSMISSION CONTROLLER | July 2021 | July 2023 | Allow | 24 | 1 | 0 | No | No |
| 17360864 | Artificial Reality Messaging with Destination Selection | June 2021 | April 2023 | Allow | 21 | 1 | 0 | Yes | No |
| 17348931 | SYSTEM FOR TRIGGERING CROSS CHANNEL DATA CACHING ON NETWORK NODES | June 2021 | July 2023 | Allow | 25 | 1 | 0 | No | No |
| 17346444 | Self-Healing and Dynamic Optimization of VM Server Cluster Management in Multi-Cloud Platform | June 2021 | November 2022 | Allow | 17 | 1 | 0 | Yes | No |
| 17307585 | SYSTEMS AND METHODS FOR SECURE BROWSER SESSION TRANSFER | May 2021 | July 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17246263 | PROCESSING CLUSTERS WITH MATHEMATICAL MODELS FOR MESSAGE SUGGESTION | April 2021 | January 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17243699 | Adaptive Bitrate Streaming Of Live Content with Manifest Update Push Notification or Long Poll | April 2021 | June 2022 | Abandon | 13 | 1 | 0 | No | No |
| 17234137 | DRAFT MESSAGE OBJECT COLLABORATION IN A GROUP-BASED COMMUNICATION PLATFORM | April 2021 | November 2023 | Allow | 31 | 3 | 0 | Yes | No |
| 17285254 | Automated Electronic Mail Assistant | April 2021 | January 2023 | Allow | 21 | 1 | 0 | No | No |
| 17229445 | DETECT AND ALERT USER WHEN SENDING MESSAGE TO INCORRECT RECIPIENT OR SENDING INAPPROPRIATE CONTENT TO A RECIPIENT | April 2021 | October 2022 | Allow | 18 | 2 | 0 | Yes | No |
| 17202041 | USER PREFERENCE BASED MESSAGE FILTERING IN GROUP MESSAGING | March 2021 | September 2023 | Allow | 30 | 3 | 0 | Yes | No |
| 17197753 | INFORMATION PROCESSING APPARATUS, CONTROL METHOD, AND STORAGE MEDIUM | March 2021 | November 2022 | Allow | 20 | 2 | 0 | No | No |
| 17162765 | DOCUMENT PACKAGE MODIFICATIONS BASED ON ENTITY UNAVAILABILITY IN A DOCUMENT MANAGEMENT PLATFORM | January 2021 | August 2023 | Abandon | 31 | 2 | 0 | No | No |
| 17147776 | UNIFIED MESSAGING PLATFORM FOR DISPLAYING ATTACHED CONTENT IN-LINE WITH E-MAIL MESSAGES | January 2021 | December 2021 | Allow | 11 | 1 | 0 | Yes | No |
| 17144440 | Adaptive Bitrate Streaming Of Live Content | January 2021 | December 2021 | Allow | 11 | 1 | 0 | No | No |
| 17255941 | System and Method for Managing Notification Requests in a Communication Network | December 2020 | October 2023 | Allow | 34 | 3 | 0 | No | No |
| 17133432 | CONTENT SUGGESTION SYSTEM FOR REAL-TIME COMMUNICATION ENVIRONMENTS | December 2020 | March 2023 | Allow | 27 | 2 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner HUSSAIN, IMAD.
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, 20.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable reconsideration.
⚠ 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 HUSSAIN, IMAD works in Art Unit 2453 and has examined 276 patent applications in our dataset. With an allowance rate of 91.3%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 26 months.
Examiner HUSSAIN, IMAD's allowance rate of 91.3% places them in the 76% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by HUSSAIN, IMAD receive 1.53 office actions before reaching final disposition. This places the examiner in the 27% 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 HUSSAIN, IMAD is 26 months. This places the examiner in the 75% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +9.6% benefit to allowance rate for applications examined by HUSSAIN, IMAD. This interview benefit is in the 42% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 41.2% of applications are subsequently allowed. This success rate is in the 92% 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 24.3% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 8% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.
This examiner withdraws rejections or reopens prosecution in 66.7% of appeals filed. This is in the 49% 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 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, 25.0% 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 1.1% of allowed cases (in the 68% 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 19% 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.