Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18770287 | FRAMEWORK FOR MANAGING CONFIGURATIONS OF CLOUD COMPUTING RESOURCES | July 2024 | May 2025 | Allow | 10 | 1 | 0 | No | No |
| 18654245 | DIGITAL TWIN FOR DISTRIBUTING DECENTRALIZED COMPUTE RESOURCES | May 2024 | November 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18605356 | SYSTEMS AND METHODS TO EXTEND AN INTERACTIVE SPACE ACROSS MULTIPLE PLATFORMS | March 2024 | February 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18430435 | DETERMINING NETWORK RELIABILITY USING MESSAGE SUCCESS RATES | February 2024 | March 2025 | Allow | 13 | 1 | 0 | No | No |
| 18425278 | ORDER FULFILLMENT SYSTEMS AND METHODS WITH CUSTOMER LOCATION TRACKING | January 2024 | February 2025 | Allow | 13 | 1 | 0 | No | No |
| 18399888 | NETWORK SERVICE DISCOVERY | December 2023 | May 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18386117 | SCALABLE SECURITY INFORMATION AND EVENT MANAGEMENT (SIEM) FRAMEWORK | November 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18498458 | Network Service Management Method, Device, and System | October 2023 | December 2024 | Allow | 14 | 1 | 0 | No | No |
| 18488832 | TECHNIQUES FOR SECURE TRANSFER OF CONTAINER IMAGES BY TRACKING LAYER TRANSFERS | October 2023 | May 2025 | Allow | 19 | 0 | 0 | No | No |
| 18468264 | SECURING DATA TRANSACTIONS THROUGH A DISTRIBUTED LEDGER SYSTEM | September 2023 | April 2025 | Allow | 19 | 0 | 0 | No | No |
| 18367941 | APPLICATION PROGRAMMING INTERFACE (API)-BASED MULTI-TENANT ROUTING CONTROL PLANE | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18466750 | ASSET PACKAGING FOR MULTIPLE APPLICATIONS SHARING COMMON ASSETS | September 2023 | June 2024 | Allow | 9 | 0 | 0 | Yes | No |
| 18464116 | MANAGING A FLEET OF DEVICES | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 17105061 | METHOD AND DEVICE FOR THE TARGETED CONVEYING OF INFORMATION TO CUSTOMERS USING COOKING APPLICANCES AND/OR TO COOKING APPLIANCES OF A COOKING APPLIANCE MANUFACTURER | July 2023 | August 2023 | Allow | 32 | 3 | 0 | Yes | No |
| 18261401 | METHOD AND SYSTEM FOR DETERMINING DESIGN AND SEGMENTATION FOR ROBUST NETWORK ACCESS SECURITY | July 2023 | February 2025 | Allow | 19 | 0 | 0 | Yes | No |
| 18217722 | VIDEO CONFERENCING QUALITY-OF-SERVICE IN AUTONOMOUS SYSTEMS | July 2023 | January 2024 | Allow | 6 | 0 | 0 | No | No |
| 18215758 | Apparatus and Method For Data Conveyance | June 2023 | June 2025 | Allow | 24 | 3 | 0 | Yes | No |
| 18342448 | SYSTEMS, APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR COMPUTING ACCOUNT OPTIMIZATION | June 2023 | March 2025 | Allow | 21 | 0 | 0 | No | No |
| 18206674 | System, Method, and Computer Program Product for Iteratively Refining a Training Data Set | June 2023 | February 2024 | Allow | 8 | 1 | 0 | No | No |
| 18319023 | REGION-BASED SECURITY POLICIES FOR CLOUD RESOURCES | May 2023 | April 2025 | Allow | 23 | 0 | 0 | No | No |
| 18315510 | METHOD FOR ACHIEVING HIGH AVAILABILITY OF SCTP CONNECTION IN A MICROSERVICE SYSTEM | May 2023 | February 2024 | Allow | 9 | 1 | 0 | Yes | No |
| 18302286 | SYSTEM AND METHOD FOR AUTOMATING THE REMOTE PROVISIONING OF DATA PROCESSING SYSTEMS | April 2023 | October 2023 | Allow | 5 | 0 | 0 | Yes | No |
| 18132438 | VALIDATION-BASED SERVICE REQUEST HANDLING | April 2023 | June 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18128701 | SCALABLE SECURITY INFORMATION AND EVENT MANAGEMENT (SIEM) FRAMEWORK | March 2023 | September 2023 | Allow | 6 | 0 | 0 | Yes | No |
| 18186434 | DIGITAL TWIN FOR DISTRIBUTING DECENTRALIZED COMPUTE RESOURCES | March 2023 | February 2024 | Allow | 11 | 0 | 0 | Yes | No |
| 18186689 | CONFIRMED COMMIT WITH USER SPECIFIED AUTOMATIC ROLLBACK CONFIGURATION | March 2023 | September 2023 | Allow | 6 | 0 | 0 | Yes | No |
| 18121187 | System and Method of Applying Policy Based, Targeted Prefix Advertisements via Internet Protocol Version 6 (IPv6) Stateless Address Auto-Configuration (SLAAC) Router Advertisement (RA) Poisoning | March 2023 | November 2023 | Allow | 8 | 0 | 0 | No | No |
| 18183458 | SYSTEM AND METHOD FOR AN AUCTION-BASED SCHEME FOR SERVICE FUNCTION CHAIN PLACEMENT | March 2023 | October 2023 | Allow | 7 | 0 | 0 | No | No |
| 18176000 | Bit-Rate Extraction for Encrypted Video | February 2023 | June 2024 | Allow | 15 | 2 | 0 | No | No |
| 18113540 | ORDER FULFILLMENT SYSTEMS AND METHODS WITH CUSTOMER LOCATION TRACKING | February 2023 | November 2023 | Allow | 8 | 1 | 0 | No | No |
| 18102680 | MICROLOCATIONS USING TAGGED DATA | January 2023 | August 2023 | Allow | 7 | 0 | 0 | Yes | No |
| 18097444 | MULTI-RESOURCE OPERATIONS IN AN ANALYTICS COMPUTING SYSTEM | January 2023 | December 2023 | Allow | 11 | 0 | 0 | Yes | No |
| 18147329 | ASSET PACKAGING FOR MULTIPLE APPLICATIONS SHARING COMMON ASSETS | December 2022 | May 2023 | Allow | 4 | 0 | 0 | Yes | No |
| 18146062 | STATICALLY-CONFIGURED INTERNET PROTOCOL (IP) NETWORK TRAFFIC SHAPING FOR ADAPTATIVE MODULATION AND CODING DATA LINKS | December 2022 | September 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 18063231 | TRACKING VELOCITY INFORMATION | December 2022 | January 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18000856 | NETWORK PERFORMANCE ASSESSMENT | December 2022 | October 2024 | Allow | 23 | 2 | 1 | Yes | No |
| 17784606 | SYNCHRONIZED ADAPTATION OF A VIRTUAL SUBSET OF A NETWORK DEDICATED TO A SERVICE | November 2022 | July 2024 | Allow | 25 | 2 | 0 | Yes | No |
| 18055609 | INTEGRATED KEY REVOCATION WITH A FIELD LOADING PROCESS AND/OR RELATED SAFETY CHECKS RELATED TO AN ASSET SYSTEM | November 2022 | May 2025 | Allow | 30 | 1 | 0 | No | No |
| 17784360 | REDUNDANT STORAGE OF CONFIGURATION OF NETWORK DEVICES | November 2022 | October 2024 | Abandon | 33 | 2 | 0 | No | No |
| 17976371 | SCALABLE SECURITY INFORMATION AND EVENT MANAGEMENT (SIEM) FRAMEWORK | October 2022 | February 2023 | Allow | 4 | 0 | 0 | Yes | No |
| 17964777 | ANSWERING PLACE-SPECIFIC, TIME-LIMITED QUESTIONS | October 2022 | December 2023 | Abandon | 14 | 1 | 0 | No | No |
| 17958082 | CONTROLLING ACCESS IN MULTI-TENANT ENVIRONMENTS | September 2022 | September 2024 | Allow | 23 | 1 | 1 | Yes | No |
| 17936993 | KNOWLEDGE-BASED TAINT POLICY INFERENCE | September 2022 | January 2025 | Allow | 27 | 1 | 0 | No | No |
| 17953488 | System, Method, and Computer Program Product for Iteratively Refining a Training Data Set | September 2022 | March 2023 | Allow | 5 | 1 | 0 | Yes | No |
| 17947590 | SYSTEM AND METHOD FOR MONITORING STATUS OF NETWORK COMPONENTS IN A NETWORK CONFIGURATION | September 2022 | March 2023 | Allow | 5 | 0 | 0 | Yes | No |
| 17938985 | SECURING ACCESS TO SECURITY SENSORS EXECUTING IN ENDPOINTS OF A VIRTUALIZED COMPUTING SYSTEM | September 2022 | April 2025 | Abandon | 31 | 1 | 0 | No | No |
| 17903326 | PROVIDING AN ALTERNATIVE ACCESS NETWORK INDICATION TO A CLIENT DEVICE IN A WIRELESS LOCAL AREA NETWORK ROAMING FEDERATION | September 2022 | January 2025 | Allow | 28 | 0 | 0 | No | No |
| 17929353 | System and method for pre-authenticating user devices within a metaverse | September 2022 | September 2024 | Allow | 25 | 0 | 0 | Yes | No |
| 17894855 | System and Method for Cryptologically Tethering User Devices To One Another In Adaptable Manner for Trusted Communication Across Untrusted Network | August 2022 | August 2024 | Allow | 23 | 0 | 0 | Yes | No |
| 17880239 | TECHNIQUES FOR PARALLEL MODEL TRAINING | August 2022 | December 2023 | Allow | 16 | 2 | 0 | Yes | No |
| 17862274 | METHOD AND APPARATUS FOR MAPPING NETWORK SLICES ONTO NETWORK INFRASTRUCTURES WITH SLA GUARANTEE | July 2022 | September 2022 | Allow | 3 | 0 | 0 | Yes | No |
| 17858416 | QUANTIFYING APPLICATION QUALITY OF EXPERIENCE UNDER DIFFERENT PATH PERFORMANCE MOTIFS | July 2022 | June 2025 | Allow | 35 | 4 | 0 | Yes | No |
| 17810490 | MULTI-NODE SYSTEM MONITORING USING SYSTEM MONITORING LEDGERS FOR PRIMARY MONITORED NODES | July 2022 | March 2023 | Allow | 9 | 0 | 0 | No | No |
| 17840862 | STREAMING AND CONFIG FOR EVENT DRIVEN MICROSERVICE ARCHITECTURE FOR EMBEDDED SERVICES | June 2022 | February 2023 | Allow | 8 | 0 | 0 | Yes | No |
| 17838369 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY STORAGE MEDIUM | June 2022 | February 2025 | Abandon | 32 | 1 | 0 | No | No |
| 17745454 | PRIVACY PRESERVATION OF DATA OVER A SHARED NETWORK | May 2022 | March 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17662726 | REMOTE DEBUGGING FOR THE INTERNET OF THINGS | May 2022 | December 2024 | Allow | 31 | 1 | 0 | No | No |
| 17740934 | APPARATUS AND METHOD FOR PERFORMING ONBOARDING PROCEDURE FOR REMOTE PROVISIONING | May 2022 | October 2024 | Allow | 29 | 2 | 1 | Yes | No |
| 17755618 | METHOD AND SYSEM FOR FINGERPRINT VERIFICATION AND ENROLLMENT WITH SECURE STORAGE OF TEMPLATES | May 2022 | October 2024 | Abandon | 29 | 1 | 0 | No | No |
| 17731098 | AUTOMATED INSPECTION OF NETWORK STATE | April 2022 | August 2024 | Allow | 28 | 2 | 1 | Yes | No |
| 17726227 | System and Method of Applying Policy Based, Targeted Prefix Advertisements via Internet Protocol Version 6 (IPv6) Stateless Address Auto-Configuration (SLAAC) Router Advertisement (RA) Poisoning | April 2022 | February 2023 | Allow | 10 | 1 | 0 | No | No |
| 17724968 | System for collecting computer network entity information employing abstract models | April 2022 | March 2025 | Allow | 34 | 2 | 0 | Yes | No |
| 17708951 | HOMOGENEOUS PRE-BUILT ISOLATED COMPUTING STACKS FOR DATA CENTER BUILDS | March 2022 | July 2023 | Allow | 16 | 0 | 0 | Yes | No |
| 17655299 | MICROSERVICES BASED OPERATING SYSTEM | March 2022 | December 2023 | Allow | 21 | 1 | 0 | No | No |
| 17694766 | PREDICTIVE CACHING | March 2022 | March 2025 | Allow | 36 | 4 | 0 | Yes | No |
| 17654014 | SYSTEMS AND METHODS FOR DYNAMICALLY CLASSIFYING BROWSER FINGERPRINTING INTO USER TRACKING AND CLOAKING | March 2022 | July 2024 | Allow | 28 | 0 | 0 | No | No |
| 17653804 | USER AUTHENTICATION IN A RECALL-MEMORY ENHANCING MANNER | March 2022 | June 2025 | Allow | 39 | 2 | 0 | Yes | No |
| 17581132 | AUTHENTICATION DEVICE AND AUTHENTICATION METHOD | January 2022 | July 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17571824 | CONTEXT BASED AUTOMATIC CAMERA SELECTION IN A COMMUNICATION DEVICE | January 2022 | September 2023 | Allow | 20 | 1 | 0 | Yes | No |
| 17564746 | DETERMINING PHYSICAL REAL ESTATE UTILIZATION FROM NETWORK AND SECURITY DATA | December 2021 | February 2025 | Allow | 37 | 2 | 0 | Yes | No |
| 17561391 | METHOD AND APPARATUS FOR MANAGING INFORMATION RELATED TO EDGE COMPUTING SERVICE | December 2021 | October 2023 | Allow | 22 | 2 | 0 | No | No |
| 17561345 | SCALABLE SECURITY INFORMATION AND EVENT MANAGEMENT (SIEM) FRAMEWORK | December 2021 | September 2022 | Allow | 9 | 0 | 0 | No | No |
| 17643936 | Method and Apparatus for Anomaly Detection in a Network | December 2021 | October 2022 | Allow | 10 | 2 | 0 | Yes | No |
| 17454158 | EDGE DAY ZERO SECURE INFRASTRUCTURE IDENTIFICATION AND ATTESTATION | November 2021 | May 2024 | Allow | 30 | 1 | 0 | No | No |
| 17453772 | FINGERPRINT-BASED CREDENTIAL ENTRY | November 2021 | June 2025 | Allow | 43 | 4 | 0 | Yes | No |
| 17515875 | ECO: EDGE-CLOUD OPTIMIZATION OF 5G APPLICATIONS | November 2021 | April 2022 | Allow | 6 | 0 | 0 | Yes | No |
| 17515684 | Network Sensitive File Transfer | November 2021 | June 2023 | Abandon | 20 | 2 | 0 | Yes | No |
| 17510063 | METHOD AND APPARATUS FOR IMPROVING BROADBAND EXPERIENCE USING CLOUD BASED RECOMMENDATION ENGINE | October 2021 | July 2024 | Allow | 33 | 2 | 1 | Yes | No |
| 17450770 | MANAGING A FLEET OF DEVICES | October 2021 | June 2023 | Allow | 20 | 2 | 0 | Yes | No |
| 17496479 | MICROLOCATIONS USING TAGGED DATA | October 2021 | July 2022 | Allow | 9 | 0 | 0 | Yes | No |
| 17493510 | Bit-Rate Extraction for Encrypted Video | October 2021 | November 2022 | Allow | 14 | 1 | 0 | No | No |
| 17492139 | COMPUTERIZED SYSTEM AND METHOD FOR CONTROLLING ELECTRONIC MESSAGES AND THEIR RESPONSES AFTER DELIVERY | October 2021 | September 2023 | Allow | 23 | 3 | 0 | Yes | No |
| 17490639 | SCHEDULING SERVICES ON A PLATFORM INCLUDING CONFIGURABLE RESOURCES | September 2021 | November 2022 | Allow | 13 | 1 | 0 | No | No |
| 17486477 | APPLICATION PROGRAMMING INTERFACE (API)-BASED MULTI-TENANT ROUTING CONTROL PLANE | September 2021 | August 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17483496 | FRAMEWORK FOR MANAGING CONFIGURATIONS OF CLOUD COMPUTING RESOURCES | September 2021 | April 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17479803 | REMOTE MANAGEMENT OF A USER DEVICE | September 2021 | July 2022 | Allow | 10 | 1 | 0 | No | No |
| 17472844 | PREDICTING MULTIMEDIA SESSION MOS | September 2021 | September 2024 | Abandon | 36 | 6 | 0 | Yes | No |
| 17469338 | Method, Location Device and System for Managing Network Devices | September 2021 | March 2023 | Allow | 18 | 2 | 0 | Yes | No |
| 17461674 | PROCURING FEEDBACK | August 2021 | March 2023 | Allow | 18 | 3 | 0 | Yes | No |
| 17407894 | DISTRIBUTED CONTEXT-SHARING NETWORKS | August 2021 | September 2022 | Allow | 12 | 1 | 0 | No | No |
| 17402211 | DETERMINING NETWORK RELIABILITY USING MESSAGE SUCCESS RATES | August 2021 | October 2023 | Allow | 26 | 1 | 0 | Yes | No |
| 17378748 | SpaeSee Video Chat System | July 2021 | May 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17374572 | SYSTEM AND METHOD FOR ONLINE LITIGATION PLATFORM | July 2021 | April 2023 | Allow | 21 | 2 | 0 | Yes | No |
| 17305266 | USER ACCOUNT AWARE PERSONAL AREA NETWORK BONDING | July 2021 | March 2022 | Allow | 9 | 0 | 0 | No | No |
| 17365147 | PREDICTION-BASED RESOURCE PROVISIONING IN A CLOUD ENVIRONMENT | July 2021 | May 2023 | Abandon | 22 | 1 | 1 | No | No |
| 17299138 | METHOD AND APPARATUS FOR MAPPING NETWORK SLICES ONTO NETWORK INFRASTRUCTURES WITH SLA GUARANTEE | June 2021 | April 2022 | Allow | 10 | 1 | 0 | Yes | No |
| 17323638 | COMMUNICATIONS METHOD AND APPARATUS | May 2021 | March 2025 | Allow | 46 | 4 | 1 | Yes | No |
| 17302579 | METHOD AND APPARATUS FOR MANAGING INFORMATION RELATED TO EDGE COMPUTING SERVICE | May 2021 | October 2021 | Allow | 5 | 0 | 0 | Yes | No |
| 17246368 | System and Method of Applying Policy Based, Targeted Prefix Advertisements via Internet Protocol Version 6 (IPv6) Stateless Address Auto-Configuration (SLAAC) Router Advertisement (RA) Poisoning | April 2021 | April 2022 | Allow | 11 | 0 | 0 | Yes | No |
| 17288157 | METHOD AND APPARATUS FOR PREDICTION OF DEVICE FAILURE | April 2021 | December 2023 | Allow | 32 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner KHAN, ATTA.
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, 45.5% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting 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 is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner KHAN, ATTA works in Art Unit 2449 and has examined 374 patent applications in our dataset. With an allowance rate of 86.4%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 26 months.
Examiner KHAN, ATTA's allowance rate of 86.4% places them in the 59% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by KHAN, ATTA receive 1.66 office actions before reaching final disposition. This places the examiner in the 46% 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 KHAN, ATTA is 26 months. This places the examiner in the 61% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +22.9% benefit to allowance rate for applications examined by KHAN, ATTA. This interview benefit is in the 72% 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, 35.0% of applications are subsequently allowed. This success rate is in the 73% 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 19.6% of cases where such amendments are filed. This entry rate is in the 16% 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, 33.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 31% 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 71.4% of appeals filed. This is in the 54% percentile among all examiners. Of these withdrawals, 40.0% 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, 71.0% are granted (fully or in part). This grant rate is in the 88% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.
Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 13% 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 17% 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.