Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 17124145 | SELECTION AND MANAGEMENT OF DEVICES FOR PERFORMING TASKS WITHIN A DISTRIBUTED COMPUTING SYSTEM | December 2020 | June 2023 | Allow | 30 | 2 | 0 | Yes | No |
| 17124327 | SYSTEMS AND METHODS FOR WIRELESS SPEAKER COMMUNICATION | December 2020 | September 2022 | Abandon | 21 | 1 | 0 | No | No |
| 17032727 | Methods and Systems for Orchestrating a Distributed Computing Service Based on Latency Performance Levels | September 2020 | February 2023 | Allow | 29 | 3 | 0 | Yes | No |
| 17024605 | TARGETED ELECTRONIC AND NETWORKED CONTENT DELIVERY | September 2020 | June 2022 | Abandon | 20 | 1 | 0 | No | No |
| 17014789 | ENHANCED NETWORK LOAD ALLOCATION AND VARIANT SELECTION FOR MULTIVARIATE TESTING | September 2020 | February 2024 | Allow | 41 | 4 | 0 | Yes | No |
| 17008765 | DISTRIBUTED PROCESSING METHOD AND APPARATUS BASED ON CONSISTENCY PROTOCOL AND STORAGE MEDIUM | September 2020 | November 2022 | Allow | 26 | 3 | 0 | Yes | No |
| 16987119 | DISTRIBUTED INFERENCING USING DEEP LEARNING ACCELERATORS WITH INTEGRATED RANDOM ACCESS MEMORY | August 2020 | March 2023 | Allow | 31 | 3 | 0 | No | No |
| 16893066 | INSTANCE BACKED MOBILE DEVICES | June 2020 | June 2024 | Allow | 48 | 7 | 0 | Yes | No |
| 16859548 | ORCHESTRATED PROXY SERVICE | April 2020 | April 2023 | Abandon | 36 | 4 | 0 | Yes | No |
| 16840680 | INSTANT NOTIFICATION OF LOAD BALANCE AND RESOURCE SCHEDULING BASED ON RESOURCE CAPACITIES AND EVENT RECOGNITION | April 2020 | May 2022 | Allow | 25 | 2 | 0 | Yes | No |
| 16785788 | ERROR DETECTION AND BROADCASTING USING PARTNER SENSORS | February 2020 | January 2023 | Allow | 35 | 4 | 0 | Yes | No |
| 16781098 | COMMON SERVER SAN CORE SOLUTION TO ENABLE SOFTWARE DEFINED STORAGE | February 2020 | August 2022 | Allow | 31 | 3 | 0 | Yes | No |
| 16666318 | COMMUNICATION BETWEEN INDEPENDENT CONTAINERS | October 2019 | June 2021 | Allow | 19 | 1 | 0 | Yes | No |
| 16582089 | SYSTEM AND METHOD FOR WIDESCALE ADAPTIVE BITRATE SELECTION | September 2019 | July 2022 | Allow | 34 | 2 | 0 | Yes | No |
| 16563175 | TECHNOLOGIES FOR BATCHING REQUESTS IN AN EDGE INFRASTRUCTURE | September 2019 | January 2022 | Allow | 28 | 2 | 0 | No | No |
| 16554518 | REMOTE EXECUTION OF MACHINE-LEARNED MODELS | August 2019 | June 2022 | Allow | 33 | 2 | 0 | Yes | No |
| 16526201 | OPTIMIZATION OF INTEGRATION FLOWS IN CLOUD ENVIRONMENTS | July 2019 | January 2021 | Allow | 18 | 1 | 0 | No | No |
| 16453770 | SERVICE DEPLOYMENT METHOD AND APPARATUS | June 2019 | November 2021 | Abandon | 29 | 2 | 0 | No | No |
| 16424260 | METHOD OF TRANSMITTING SCREEN OF VIRTUAL MACHINE USING HARDWARE-BASED GPU AND APPARATUS USING THE SAME | May 2019 | November 2021 | Abandon | 30 | 2 | 0 | No | No |
| 16415553 | Device Management Method and Related Device | May 2019 | April 2022 | Allow | 35 | 4 | 0 | Yes | No |
| 16403829 | COMMUNICATION APPARATUS, CONTROL METHOD, AND COMPUTER-READABLE STORAGE MEDIUM | May 2019 | August 2022 | Allow | 39 | 3 | 0 | Yes | No |
| 16398759 | Internet of Things Connectivity Aggregator System and Process | April 2019 | January 2022 | Allow | 32 | 3 | 0 | Yes | No |
| 16381467 | VERIFYING SERVICE STATUS | April 2019 | February 2022 | Allow | 34 | 3 | 0 | Yes | No |
| 16374468 | INTEGRATION OF CLIENT SYSTEM GROUPS | April 2019 | January 2022 | Allow | 34 | 3 | 0 | Yes | No |
| 16283905 | Providing Online Content | February 2019 | August 2021 | Allow | 30 | 3 | 0 | No | No |
| 16238186 | Avoiding a Redundant Display of a Notification on Multiple User Devices | January 2019 | November 2021 | Allow | 34 | 2 | 0 | No | No |
| 16215528 | MANAGING A SHARING OF MEDIA CONTENT AMONG CLIENT COMPUTERS | December 2018 | April 2022 | Allow | 40 | 4 | 0 | Yes | No |
| 16027100 | DYNAMIC RESILIENCY FRAMEWORK | July 2018 | November 2021 | Allow | 41 | 3 | 0 | Yes | No |
| 16017140 | AUTOMATIC INTERVENTION OF GLOBAL COORDINATOR | June 2018 | May 2022 | Allow | 47 | 5 | 0 | Yes | No |
| 15996276 | DETERMINING FEATURE UNAVAILABILITY | June 2018 | July 2021 | Allow | 38 | 3 | 0 | Yes | No |
| 15989760 | AI-ENABLED ADAPTIVE TCA THRESHOLDING FOR SLA ASSURANCE | May 2018 | December 2021 | Allow | 43 | 4 | 0 | Yes | No |
| 15974736 | DEPLOYING QoS POLICIES IN INTERFACES OF NETWORK DEVICES | May 2018 | July 2021 | Abandon | 39 | 2 | 0 | No | No |
| 15905235 | APPLICATION OPERATION MONITORING APPARATUS AND APPLICATION OPERATION MONITORING METHOD | February 2018 | January 2021 | Allow | 35 | 2 | 0 | No | No |
| 15889299 | METHOD FOR DETECTING DATA, METHOD FOR UPDATING A SCENARIO CATALOG, A DEVICE, A COMPUTER PROGRAM AND A MACHINE-READABLE MEMORY MEDIUM | February 2018 | May 2021 | Allow | 40 | 4 | 0 | Yes | No |
| 15748757 | DOMAIN NAME RESOLUTION SYSTEM, DOMAIN NAME RESOLUTION SERVER, AND DOMAIN NAME RESOLUTION METHOD | January 2018 | January 2021 | Abandon | 36 | 2 | 0 | No | No |
| 15869590 | PERSONALIZED CALIBRATION AND ADAPTION OF VR EXPERIENCE | January 2018 | April 2021 | Abandon | 39 | 3 | 0 | No | No |
| 15842819 | SHARING POLICY AND CONFIGURATION INFORMATION RELATED TO A CONFIGURATION ITEM | December 2017 | September 2021 | Allow | 45 | 5 | 0 | No | No |
| 15835484 | INFORMATION PUSHING METHOD AND SYSTEM FOR DISPLAY SCREEN OF REFRIGERATOR AND REFRIGERATOR HAVING THE SAME | December 2017 | October 2021 | Abandon | 46 | 4 | 0 | Yes | No |
| 15834369 | METHOD AND SYSTEM FOR TRACKING APPLICATION ACTIVITY DATA FROM REMOTE DEVICES AND GENERATING A CORRECTIVE ACTION DATA STRUCTURE FOR THE REMOTE DEVICES | December 2017 | December 2022 | Allow | 60 | 6 | 0 | Yes | No |
| 15833509 | COMMISSIONING NETWORKED SYSTEMS FOR SMART BUILDING SYSTEM INTEGRATION | December 2017 | December 2020 | Allow | 36 | 2 | 0 | Yes | No |
| 15824536 | STORAGE SYSTEM WITH ASYNCHRONOUS MESSAGING BETWEEN PROCESSING MODULES FOR DATA REPLICATION | November 2017 | January 2021 | Allow | 37 | 3 | 0 | Yes | No |
| 15811727 | ONLINE SOCIAL INTERACTION, EDUCATION, AND HEALTH CARE BY ANALYSING AFFECT AND COGNITIVE FEATURES | November 2017 | March 2021 | Abandon | 40 | 3 | 0 | Yes | No |
| 15784136 | DISTRIBUTED NETWORK ADDRESS TRANSLATION FOR EFFICIENT CLOUD SERVICE ACCESS | October 2017 | June 2022 | Allow | 56 | 2 | 0 | Yes | Yes |
| 15718557 | COMMUNICATIONS SYSTEM WITH COMMON ELECTRONIC INTERFACE | September 2017 | December 2020 | Allow | 39 | 3 | 0 | Yes | No |
| 15486395 | SYNCHRONOUS COMMUNICATION | April 2017 | June 2021 | Allow | 50 | 5 | 0 | Yes | No |
| 15482140 | DEVICE, SYSTEM AND METHOD OF CREATING AN INVITATION FOR EVENTS AND SOCIAL GATHERINGS THAT DISPLAYS EVENT DETAILS AND ALSO PROVIDES THE RECIPIENT OF THE INVITATION THE ABILITY TO APPLY A RETURN MESSAGE | April 2017 | August 2022 | Abandon | 60 | 6 | 0 | Yes | No |
| 15514611 | PROVISIONING A SERVICE | March 2017 | July 2021 | Allow | 51 | 4 | 0 | Yes | No |
| 15456919 | ON-DEMAND PUSH NOTIFICATION MECHANISM | March 2017 | October 2021 | Allow | 55 | 5 | 0 | Yes | Yes |
| 15440740 | VIDEO PROCESSOR TO ENHANCE COLOR SPACE AND/OR BIT-DEPTH | February 2017 | July 2021 | Allow | 53 | 5 | 0 | No | No |
| 15430245 | SHARING OF BUNDLED CONTENT | February 2017 | October 2020 | Allow | 44 | 4 | 0 | Yes | No |
| 15413619 | ENABLING SCSI COMMANDS THAT ARE NOT SUPPORTED BY A CLIENT TERMINAL | January 2017 | June 2020 | Allow | 40 | 4 | 0 | No | No |
| 15400702 | Automatic Discovery of Management Nodes and Generation of CLI Using HA Module | January 2017 | October 2019 | Allow | 33 | 2 | 0 | Yes | No |
| 15394547 | DETERMINING STRENGTH OF ASSOCIATION BETWEEN USER CONTACTS | December 2016 | March 2022 | Allow | 60 | 7 | 0 | Yes | Yes |
| 15394447 | METHODS, SYSTEMS, AND MEDIA FOR MANAGING NOTIFICATIONS DIRECTED TO MULTIPLE APPLICATIONS INSTALLED ON A USER DEVICE | December 2016 | June 2021 | Allow | 53 | 6 | 0 | No | Yes |
| 15309252 | Method, Apparatus and Communication Device For Handling Broadcasted or Multicasted Content | November 2016 | May 2019 | Abandon | 30 | 1 | 0 | No | No |
| 15298998 | FIRST-CLASS COMPONENT EXTENSIONS FOR MULTI-TENANT ENVIRONMENTS | October 2016 | September 2018 | Allow | 23 | 1 | 0 | Yes | No |
| 15283257 | COMMUNICATIONS SYSTEM WITH COMMON ELECTRONIC INTERFACE | September 2016 | October 2019 | Allow | 36 | 2 | 0 | Yes | No |
| 15276075 | DATA-CENTRIC DATA STORAGE | September 2016 | January 2019 | Abandon | 28 | 1 | 0 | No | No |
| 15276572 | Indicating Live Videos for Trending Topics on Online Social Networks | September 2016 | June 2020 | Allow | 44 | 5 | 0 | Yes | No |
| 15254572 | SOFTWARE DEFINED TOPOLOGY (SDT) FOR USER PLANE | September 2016 | January 2021 | Allow | 52 | 5 | 0 | Yes | No |
| 15253663 | CLIENT CONTROLLED DOMAIN NAME SERVICE (DNS) RESOLUTION | August 2016 | January 2021 | Allow | 52 | 5 | 0 | Yes | No |
| 15248842 | METHOD AND ELECTRONIC DEVICE FOR BANDWIDTH ALLOCATION BASED ON ONLINE MEDIA SERVICES | August 2016 | December 2018 | Abandon | 27 | 1 | 0 | No | No |
| 15206735 | SYSTEM AND METHOD FOR CONTROLLED REAL-TIME MEDIA STREAMING FROM A USER DEVICE | July 2016 | March 2021 | Abandon | 56 | 5 | 0 | Yes | No |
| 15193237 | METHOD AND APPARATUS TO PROVIDE DIRECT ACCESS TO ONE OR MORE SENSORS FROM AN INTERNET PROTOCOL NETWORK | June 2016 | March 2019 | Allow | 33 | 2 | 0 | Yes | No |
| 15192696 | COMPUTING ENVIRONMENT MODIFICATION BASED ON AN IMPACT CURVE | June 2016 | July 2020 | Allow | 49 | 4 | 0 | Yes | No |
| 15176848 | COMMUNICATION BETWEEN INDEPENDENT CONTAINERS | June 2016 | June 2019 | Allow | 36 | 3 | 0 | Yes | No |
| 15174638 | SYSTEMS AND METHODS FOR MONITORING A NETWORK OF MOVING THINGS | June 2016 | June 2019 | Allow | 36 | 2 | 0 | No | No |
| 15157586 | CLOUD VIRTUAL SERVER SCHEDULING METHOD AND APPARATUS | May 2016 | May 2019 | Abandon | 36 | 2 | 0 | Yes | No |
| 15156674 | WEBPAGE LOADING METHOD, CLIENT AND SERVER | May 2016 | March 2021 | Allow | 58 | 6 | 0 | Yes | No |
| 15151882 | METHOD AND SYSTEM FOR REMOTE ALTERING STATIC VIDEO CONTENT IN REAL TIME | May 2016 | July 2018 | Allow | 26 | 1 | 0 | Yes | No |
| 15134907 | INSTANT NOTIFICATION OF LOAD BALANCE AND RESOURCE SCHEDULING BASED ON RESOURCE CAPACITIES AND EVENT RECOGNITION | April 2016 | January 2020 | Allow | 45 | 4 | 0 | Yes | No |
| 15098924 | SYSTEM AND METHOD FOR REAL-TIME REMOTE VIEWING OF REAL ESTATE | April 2016 | September 2018 | Abandon | 29 | 1 | 0 | No | No |
| 15089265 | GOAL-BASED SOCIAL NETWORKING TO IMPROVE USER MOTIVATION | April 2016 | October 2019 | Allow | 43 | 4 | 0 | No | No |
| 15087134 | SELECTIVELY IMPLEMENTING RELIABILITY MECHANISMS BASED ON THE TYPE OF USB DEVICE THAT IS REDIRECTED OVER A REMOTE SESSION | March 2016 | June 2018 | Allow | 26 | 1 | 0 | No | No |
| 15058511 | OPTIMIZATION OF INTEGRATION FLOWS IN CLOUD ENVIRONMENTS | March 2016 | May 2019 | Allow | 38 | 3 | 0 | Yes | No |
| 15058031 | AUXILIARY DEVICE TO ENHANCE NATIVE IN-VEHICLE SYSTEMS BY ADDING INTERFACES AND COMPUTATIONAL POWER | March 2016 | April 2022 | Allow | 60 | 9 | 0 | Yes | Yes |
| 15055965 | NON-TRANSITORY COMPUTER READABLE MEDIUM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING SYSTEM | February 2016 | March 2020 | Abandon | 48 | 4 | 0 | Yes | No |
| 15055300 | MACHINE LEVEL RESOURCE DISTRIBUTION | February 2016 | October 2018 | Allow | 32 | 2 | 0 | Yes | No |
| 15041139 | MANAGING AND TRACKING COMMANDS ASSOCIATED WITH A CHANGE ON A COMPUTER SYSTEM | February 2016 | May 2018 | Allow | 28 | 1 | 0 | Yes | No |
| 15016668 | Idempotent Server Cluster | February 2016 | June 2020 | Abandon | 52 | 5 | 0 | Yes | No |
| 15015939 | DATACENTER CABLING SERVICING SYSTEM | February 2016 | June 2020 | Allow | 52 | 6 | 0 | Yes | No |
| 14998208 | Technologies for inline network traffic performance tracing | December 2015 | January 2019 | Abandon | 37 | 2 | 0 | Yes | No |
| 14757775 | Ranking system | December 2015 | January 2019 | Allow | 36 | 2 | 0 | No | Yes |
| 14998167 | VERIFYING SERVICE STATUS | December 2015 | January 2019 | Allow | 37 | 2 | 0 | Yes | No |
| 14866893 | TECHNOLOGIES FOR REDUCING LATENCY VARIATION OF STORED DATA OBJECT REQUESTS | September 2015 | January 2020 | Allow | 52 | 4 | 0 | Yes | No |
| 14866892 | TECHNOLOGIES FOR MANAGING DATA OBJECT REQUESTS IN A STORAGE NODE CLUSTER | September 2015 | April 2021 | Allow | 60 | 7 | 0 | Yes | No |
| 14866853 | Providing Access to Non-Obscured Content Items based on Triggering Events | September 2015 | November 2018 | Abandon | 37 | 2 | 0 | Yes | No |
| 14865601 | DATA TRAFFIC MONITORING TOOL | September 2015 | June 2020 | Allow | 57 | 5 | 0 | No | No |
| 14864517 | COMMUNICATION APPARATUS, COMMUNICATION SYSTEM, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM | September 2015 | August 2019 | Allow | 46 | 4 | 0 | Yes | No |
| 14863349 | GENERATING MESSAGE ENVELOPES FOR HETEROGENEOUS EVENTS | September 2015 | July 2019 | Allow | 46 | 4 | 0 | No | No |
| 14829603 | METHOD AND DEVICE FOR WIRELESS CONNECTION | August 2015 | September 2018 | Allow | 37 | 2 | 0 | No | No |
| 14818718 | METHOD AND APPARATUS FOR MONITORING WEBSITE ACCESS DATA | August 2015 | November 2019 | Allow | 51 | 5 | 0 | Yes | No |
| 14815648 | Automatic Multi-Application Scanner for Application Migration to Cloud | July 2015 | November 2018 | Abandon | 39 | 2 | 0 | No | No |
| 14802825 | APPLICATION PLACEMENT THROUGH MULTIPLE ALLOCATION DOMAIN AGENTS AND FLEXIBLE CLOUD SCHEDULER FRAMEWORK | July 2015 | January 2019 | Allow | 42 | 3 | 0 | Yes | No |
| 14793406 | Intelligent Global Services Bus and System for Mobile Applications | July 2015 | December 2017 | Abandon | 29 | 1 | 0 | No | No |
| 14711928 | Transcoding Method and System, and Distributed File Apparatus | May 2015 | January 2019 | Allow | 44 | 2 | 0 | No | No |
| 14701462 | LOAD SHEDDING TECHNIQUES FOR DISTRIBUTED SERVICES WITH PERSISTENT CLIENT CONNECTIONS TO ENSURE QUALITY OF SERVICE | April 2015 | February 2019 | Allow | 46 | 3 | 0 | Yes | No |
| 14627182 | SCALABLE SELF-HEALING ARCHITECTURE FOR CLIENT-SERVER OPERATIONS IN TRANSIENT CONNECTIVITY CONDITIONS | February 2015 | November 2019 | Allow | 57 | 5 | 0 | Yes | No |
| 14622206 | COMMUNICATION SYSTEM, COMMUNICATION APPARATUS, AND COMMUNICATION METHOD | February 2015 | June 2018 | Abandon | 40 | 2 | 0 | No | No |
| 14622214 | DEVICE DELEGATION OF PUSH NOTIFICATION DISTRIBUTION | February 2015 | April 2019 | Allow | 50 | 4 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner PANT, RANJAN.
With a 33.3% 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, 30.0% 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 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 shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner PANT, RANJAN works in Art Unit 2458 and has examined 186 patent applications in our dataset. With an allowance rate of 74.2%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 39 months.
Examiner PANT, RANJAN's allowance rate of 74.2% places them in the 40% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by PANT, RANJAN receive 2.94 office actions before reaching final disposition. This places the examiner in the 81% 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 PANT, RANJAN is 39 months. This places the examiner in the 26% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +33.5% benefit to allowance rate for applications examined by PANT, RANJAN. This interview benefit is in the 81% 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, 28.9% of applications are subsequently allowed. This success rate is in the 57% 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 28.4% 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, 40.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 38% 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 72.7% of appeals filed. This is in the 61% 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, 66.7% are granted (fully or in part). This grant rate is in the 71% 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 1.1% of allowed cases (in the 67% 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.