Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18777134 | MULTIPLE DIGITAL ASSISTANT COORDINATION IN VEHICULAR ENVIRONMENTS | July 2024 | January 2025 | Allow | 6 | 1 | 0 | No | No |
| 18760571 | PERSONALIZING USER INTERFACE DISPLAYS IN REAL-TIME | July 2024 | January 2025 | Allow | 7 | 0 | 0 | No | No |
| 18738490 | SYSTEMS AND METHODS FOR GENERATING INDICATIONS OF REAL-TIME COMMUNICATION SESSIONS | June 2024 | June 2025 | Allow | 12 | 1 | 0 | No | No |
| 18736263 | SYSTEMS AND METHODS FOR AUTOMATING VOICE COMMANDS | June 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18657405 | USING CORRECTIONS, OF AUTOMATED ASSISTANT FUNCTIONS, FOR TRAINING OF ON-DEVICE MACHINE LEARNING MODELS | May 2024 | December 2024 | Allow | 7 | 0 | 0 | No | No |
| 18640098 | COMPUTER-BASED TOOLS FOR IDENTIFYING AND CONNECTING WITH HUMAN LANGUAGE TRANSLATORS | April 2024 | January 2025 | Allow | 9 | 0 | 0 | No | No |
| 18637771 | DYNAMIC SERVICE LEVEL ASSIGNMENT SYSTEM FOR DATA PROCESSING MANAGER | April 2024 | January 2025 | Allow | 9 | 0 | 0 | No | No |
| 18606066 | Method and Apparatus for Using Image Data to Aid Voice Recognition | March 2024 | March 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18583663 | COMPUTER SYSTEM-BASED PAUSING AND RESUMING OF NATURAL LANGUAGE CONVERSATIONS | February 2024 | September 2024 | Allow | 7 | 0 | 0 | No | No |
| 18404357 | SYSTEM FOR MULTI-PERSPECTIVE DISCOURSE WITHIN A DIALOG | January 2024 | September 2024 | Allow | 8 | 0 | 0 | No | No |
| 18400241 | VOICE-CONTROLLED SETTINGS AND NAVIGATION | December 2023 | September 2024 | Allow | 8 | 0 | 0 | No | No |
| 18515360 | VOICE COMMAND RESOLUTION METHOD AND APPARATUS BASED ON NON-SPEECH SOUND IN IOT ENVIRONMENT | November 2023 | September 2024 | Allow | 10 | 0 | 0 | Yes | No |
| 18513406 | SYSTEMS AND METHODS FOR GENERATING DYNAMIC CONVERSATIONAL RESPONSES BASED ON PREDICTED USER INTENTS USING ARTIFICIAL INTELLIGENCE MODELS | November 2023 | June 2024 | Allow | 7 | 0 | 0 | No | No |
| 18507824 | PERCEPTUALLY-BASED LOSS FUNCTIONS FOR AUDIO ENCODING AND DECODING BASED ON MACHINE LEARNING | November 2023 | March 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18490033 | SYSTEM AND METHOD FOR ADAPTING LEGACY SERVERS TO OPERATE WITHIN RASA NLU FRAMEWORK | October 2023 | July 2025 | Allow | 20 | 0 | 0 | No | No |
| 18380990 | ACCESSORY FOR A VOICE-CONTROLLED DEVICE | October 2023 | November 2024 | Allow | 13 | 0 | 0 | No | No |
| 18380545 | SYSTEMS, METHODS, AND APPARATUSES FOR PROVIDING ASSISTANT DEEP LINKS TO EFFECTUATE THIRD-PARTY DIALOG SESSION TRANSFERS | October 2023 | May 2024 | Allow | 7 | 0 | 0 | No | No |
| 18475747 | System and method to integrate microservices in Interactive Voice Response (IVR) operations | September 2023 | July 2025 | Allow | 21 | 0 | 0 | No | No |
| 18462255 | IMAGE-TO-TEXT LARGE LANGUAGE MODELS (LLM) | September 2023 | June 2025 | Allow | 21 | 0 | 0 | No | No |
| 18456949 | NATURAL LANGUAGE PROCESSING | August 2023 | June 2025 | Allow | 21 | 0 | 0 | No | No |
| 18455415 | LOCALLY DISTRIBUTED KEYWORD DETECTION | August 2023 | September 2024 | Allow | 13 | 0 | 0 | Yes | No |
| 18224259 | INTEGRATION OF SPEECH PROCESSING FUNCTIONALITY WITH ORGANIZATION SYSTEMS | July 2023 | March 2024 | Allow | 8 | 0 | 0 | No | No |
| 18354926 | NATURAL VOICE UTILITY ASSET ANNOTATION SYSTEM | July 2023 | May 2025 | Allow | 22 | 0 | 0 | No | No |
| 18222064 | SYSTEMS AND METHODS FOR PERFORMING ACTIONS ON NETWORK-CONNECTED OBJECTS IN RESPONSE TO REMINDERS ON DEVICES BASED ON AN ACTION CRITERION | July 2023 | June 2025 | Allow | 23 | 4 | 0 | Yes | No |
| 18218818 | USING CORRECTIONS, OF AUTOMATED ASSISTANT FUNCTIONS, FOR TRAINING OF ON-DEVICE MACHINE LEARNING MODELS | July 2023 | February 2024 | Allow | 7 | 0 | 0 | No | No |
| 18214540 | IMAGE FORMING APPARATUS FORMING IMAGE ON SHEET ACCORDING TO SHEET TYPE | June 2023 | May 2025 | Allow | 22 | 0 | 0 | No | No |
| 18330738 | RESPONSE ORCHESTRATOR FOR NATURAL LANGUAGE INTERFACE | June 2023 | February 2024 | Allow | 8 | 0 | 0 | No | No |
| 18329030 | DIGITAL INTERFACE WITH USER INPUT GUIDANCE | June 2023 | June 2025 | Allow | 25 | 0 | 0 | No | No |
| 18198490 | METHOD AND SYSTEM FOR PERSISTING A CONVERSATION ACROSS MULTIPLE COMMUNICATION CHANNELS | May 2023 | April 2025 | Allow | 23 | 0 | 0 | No | No |
| 18318649 | VOICE ACTIVITY DETECTION DEVICE AND METHOD | May 2023 | April 2025 | Allow | 23 | 0 | 0 | No | No |
| 18305356 | DISTRIBUTED DISCERNMENT SYSTEM | April 2023 | March 2025 | Allow | 23 | 0 | 0 | No | No |
| 18300880 | Improvements to Computer-based Interlocutor Understanding Using Classifying Conversation Segments | April 2023 | December 2023 | Allow | 8 | 0 | 0 | Yes | No |
| 18192363 | SYSTEM AND METHOD FOR DEEP MACHINE LEARNING MODEL USING PERSONAL DATA IN REAL TIME | March 2023 | March 2025 | Allow | 24 | 0 | 0 | No | No |
| 18125583 | MULTIPLE DIGITAL ASSISTANT COORDINATION IN VEHICULAR ENVIRONMENTS | March 2023 | April 2024 | Allow | 13 | 2 | 0 | Yes | No |
| 18186872 | Intended Query Detection using E2E Modeling for continued Conversation | March 2023 | January 2025 | Allow | 22 | 0 | 0 | No | No |
| 18113306 | ELECTRONIC DEVICE AND METHOD OF PROVIDING RESPONSES | February 2023 | June 2025 | Allow | 27 | 1 | 0 | No | No |
| 18111448 | SYSTEMS, METHODS, AND STORAGE MEDIA FOR PREVENTING COMPLIANCE VIOLATING MESSAGES FROM BEING COMMUNICATED TO A RECIPIENT | February 2023 | February 2025 | Allow | 24 | 0 | 0 | Yes | No |
| 18105426 | Managing Multiple Types of Databases Using a Single User Interface (UI) That Includes Voice Recognition and Artificial Intelligence (AI) | February 2023 | February 2025 | Allow | 24 | 0 | 0 | No | No |
| 18156050 | DIGITAL IMAGE ANALYSIS OF SOCIAL MEDIA POSTS USING MACHINE LEARNING MODELS FOR SENTIMENT IDENTIFICATION AND RECOMMENDED ACTIONS | January 2023 | February 2025 | Allow | 25 | 0 | 0 | No | No |
| 18094694 | ELECTRONIC DEVICE AND METHOD TO CONTROL EXTERNAL APPARATUS | January 2023 | June 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18091611 | System and Method for Incremental Estimation of Interlocutor Intents and Goals in Turn-Based Electronic Conversational Flow | December 2022 | December 2024 | Allow | 23 | 0 | 0 | Yes | No |
| 18082977 | VOICE RECOGNITION SYSTEM AND DISPLAY DEVICE USING THE SAME | December 2022 | January 2024 | Allow | 13 | 2 | 0 | Yes | No |
| 18080350 | DIALOGUE MANAGEMENT METHOD, USER TERMINAL AND COMPUTER-READABLE RECORDING MEDIUM | December 2022 | April 2025 | Allow | 29 | 1 | 0 | No | No |
| 18078460 | METHOD OF TRAINING SPEECH RECOGNITION MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM | December 2022 | November 2024 | Allow | 23 | 0 | 0 | No | No |
| 18059234 | SYSTEMS AND METHODS FOR TEXT CLASSIFICATION USING LABEL MODULAR PROMPTS | November 2022 | September 2024 | Allow | 22 | 0 | 0 | No | No |
| 17993071 | Object and Ambience Relative Level Control for Rendering | November 2022 | November 2024 | Allow | 24 | 0 | 0 | No | No |
| 17927259 | COMPENSATING FOR HARDWARE DISPARITIES WHEN DETERMINING WHETHER TO OFFLOAD ASSISTANT-RELATED PROCESSING TASKS FROM CERTAIN CLIENT DEVICES | November 2022 | April 2025 | Allow | 29 | 0 | 0 | No | No |
| 18058104 | SPEECH DENOISING NETWORKS USING SPEECH AND NOISE MODELING | November 2022 | November 2024 | Allow | 24 | 0 | 0 | No | No |
| 17980262 | AMBIENT DEVICE STATE CONTENT DISPLAY | November 2022 | February 2024 | Allow | 16 | 0 | 0 | No | No |
| 17979660 | SPEECH RECOGNITION METHOD AND APPARATUS, DEVICE, STORAGE MEDIUM, AND PROGRAM PRODUCT | November 2022 | September 2024 | Allow | 23 | 0 | 0 | No | No |
| 17977885 | AUTOMATICALLY RECTIFYING IN REAL-TIME ANOMALIES IN NATURAL LANGUAGE PROCESSING SYSTEMS | October 2022 | November 2023 | Allow | 13 | 0 | 0 | No | No |
| 18050329 | CONTEXT-AIDED IDENTIFICATION | October 2022 | February 2025 | Allow | 28 | 1 | 0 | No | No |
| 17973452 | METHOD AND APPARATUS WITH SPEECH PROCESSING | October 2022 | July 2023 | Allow | 9 | 1 | 0 | Yes | No |
| 17969111 | INTELLIGENT ENTITY RELATION DETECTION | October 2022 | January 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 17968517 | ELECTRONIC APPARATUS FOR SPEECH RECOGNITION, AND CONTROLLING METHOD THEREOF | October 2022 | October 2024 | Allow | 24 | 0 | 0 | No | No |
| 18047154 | Managing Multifaceted, Implicit Goals Through Dialogue | October 2022 | September 2024 | Allow | 23 | 0 | 0 | No | No |
| 17951037 | VIRTUAL ASSISTANT OPERATIONS IN MULTI-DEVICE ENVIRONMENTS | September 2022 | April 2024 | Allow | 19 | 3 | 0 | Yes | Yes |
| 17930567 | SYSTEMS AND METHODS FOR PROCESSING BI-MODE DUAL-CHANNEL SOUND DATA FOR AUTOMATIC SPEECH RECOGNITION MODELS | September 2022 | July 2024 | Allow | 22 | 0 | 0 | No | No |
| 17939840 | SYSTEMS AND METHODS FOR MULTILINGUAL INTENT PREDICTION | September 2022 | December 2024 | Allow | 27 | 1 | 0 | No | No |
| 17823380 | METHODS AND SYSTEMS FOR PROVIDING INSIGHTS IN REAL-TIME DURING A CONVERSATION | August 2022 | February 2025 | Allow | 29 | 1 | 0 | No | No |
| 17896291 | System and Method for Estimation of Interlocutor Intents and Goals in Turn-Based Electronic Conversational Flow | August 2022 | August 2023 | Allow | 11 | 1 | 0 | No | No |
| 17885541 | APPARATUS, SYSTEM, AND METHOD OF ASSISTING INFORMATION SHARING, AND RECORDING MEDIUM | August 2022 | October 2023 | Allow | 14 | 2 | 0 | No | No |
| 17797852 | SERVER DEVICE, CONFERENCE ASSISTANCE SYSTEM, AND CONFERENCE ASSISTANCE METHOD | August 2022 | January 2025 | Abandon | 29 | 1 | 0 | No | No |
| 17868172 | PROCESSING AUDIO SIGNALS | July 2022 | February 2025 | Allow | 31 | 2 | 0 | No | No |
| 17788758 | SPEECH SIGNAL PROCESSING METHOD AND APPARATUS | June 2022 | October 2024 | Allow | 28 | 1 | 0 | No | No |
| 17828216 | ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF | May 2022 | August 2023 | Allow | 14 | 0 | 0 | No | No |
| 17737587 | END-TO-END AUTOMATIC SPEECH RECOGNITION SYSTEM FOR BOTH CONVERSATIONAL AND COMMAND-AND-CONTROL SPEECH | May 2022 | October 2024 | Allow | 29 | 1 | 0 | No | No |
| 17736850 | WAKE SUPPRESSION FOR AUDIO PLAYING AND LISTENING DEVICES | May 2022 | November 2023 | Allow | 19 | 1 | 0 | No | No |
| 17770717 | SPEECH NOISE REDUCTION PROCESSING METHOD AND APPARATUS, AND COMPUTER DEVICE AND STORAGE MEDIUM | April 2022 | May 2024 | Allow | 24 | 0 | 0 | Yes | No |
| 17723942 | SELF-LEARNING FRAMEWORK OF ZERO-SHOT CROSS-LINGUAL TRANSFER WITH UNCERTAINTY ESTIMATION | April 2022 | May 2024 | Allow | 25 | 0 | 0 | No | No |
| 17707666 | VOICE INTERACTION METHOD AND APPARATUS | March 2022 | August 2024 | Allow | 29 | 1 | 0 | No | No |
| 17701455 | Data Processing Method, Apparatus, Electronic Device, and Computer Storage Medium | March 2022 | April 2024 | Allow | 25 | 0 | 0 | No | No |
| 17685721 | Voice Orchestrated Infrastructure System | March 2022 | June 2023 | Allow | 16 | 1 | 0 | No | No |
| 17639624 | FULL-DUPLEX VOICE DIALOGUE METHOD | March 2022 | March 2024 | Allow | 25 | 0 | 0 | No | No |
| 17639441 | AUTOMATED INFORMATION EXTRACTION AND ENRICHMENT IN PATHOLOGY REPORT USING NATURAL LANGUAGE PROCESSING | March 2022 | August 2024 | Allow | 29 | 1 | 0 | No | No |
| 17639505 | DISPLAY DEVICE AND ARTIFICIAL INTELLIGENCE SYSTEM | March 2022 | August 2024 | Allow | 30 | 1 | 0 | No | No |
| 17639051 | DISPLAY DEVICE AND ARTIFICIAL INTELLIGENCE SERVER | February 2022 | May 2024 | Allow | 26 | 1 | 0 | No | No |
| 17589871 | PERSONALIZING USER INTERFACE DISPLAYS IN REAL-TIME | January 2022 | February 2024 | Allow | 25 | 0 | 0 | No | No |
| 17583812 | PRONUNCIATION FEATURES FOR LANGUAGE MODELS | January 2022 | December 2024 | Allow | 35 | 2 | 0 | Yes | No |
| 17582778 | METHOD FOR ENCODING LIVE-STREAMING DATA AND ENCODING DEVICE | January 2022 | December 2023 | Allow | 23 | 0 | 0 | No | No |
| 17582706 | GRAPH-BASED CROSS-LINGUAL ZERO-SHOT TRANSFER | January 2022 | March 2024 | Allow | 26 | 1 | 0 | No | No |
| 17582206 | Methods for Emotion Classification in Text | January 2022 | May 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17597403 | A METHOD AND A NOISE INDICATOR SYSTEM FOR IDENTIFYING ONE OR MORE NOISY PERSONS | January 2022 | November 2024 | Abandon | 34 | 2 | 0 | Yes | No |
| 17622402 | VOICE INTERACTION METHOD AND APPARATUS, DEVICE AND COMPUTER STORAGE MEDIUM | December 2021 | August 2024 | Allow | 32 | 2 | 0 | No | No |
| 17621766 | SPOOFING DETECTION APPARATUS, SPOOFING DETECTION METHOD, AND COMPUTER-READABLE STORAGE MEDIUM | December 2021 | June 2023 | Allow | 18 | 1 | 0 | No | No |
| 17619344 | Relay Device For Voice Commands To Be Processed By A Voice Assistant, Voice Assistant And Wireless Network | December 2021 | February 2024 | Allow | 26 | 1 | 0 | Yes | No |
| 17547664 | DEVICE TARGETING FOR CONTENT | December 2021 | September 2023 | Allow | 22 | 0 | 0 | No | No |
| 17547556 | COMPUTER SYSTEM-BASED PAUSING AND RESUMING OF NATURAL LANGUAGE CONVERSATIONS | December 2021 | October 2023 | Allow | 22 | 0 | 0 | No | No |
| 17547894 | AUDIO-BASED DEVICE LOCATIONING | December 2021 | September 2023 | Allow | 22 | 0 | 0 | No | No |
| 17546838 | SYSTEMS AND METHODS FOR AUTOMATING VOICE COMMANDS | December 2021 | March 2024 | Allow | 27 | 3 | 0 | No | No |
| 17543589 | ACCESSORY FOR A VOICE-CONTROLLED DEVICE | December 2021 | July 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17542823 | METHOD AND SYSTEM FOR GENERATING MULTIMEDIA CONTENT | December 2021 | March 2025 | Allow | 39 | 4 | 0 | Yes | No |
| 17455584 | DIALOGUE SYSTEM, VEHICLE, AND METHOD OF CONTROLLING DIALOGUE SYSTEM | November 2021 | March 2024 | Allow | 28 | 1 | 0 | No | No |
| 17610201 | DISPLAY DEVICE FOR PROVIDING SPEECH RECOGNITION SERVICE AND METHOD OF OPERATION THEREOF | November 2021 | September 2023 | Allow | 22 | 1 | 0 | No | No |
| 17518431 | Communication System and Method | November 2021 | August 2024 | Allow | 34 | 2 | 0 | Yes | No |
| 17511716 | CONTROL METHOD FOR DISPLAY SYSTEM, AND DISPLAY SYSTEM | October 2021 | August 2023 | Allow | 22 | 0 | 0 | No | No |
| 17492078 | SYSTEMS AND METHODS FOR GENERATING DYNAMIC CONVERSATIONAL RESPONSES BASED ON PREDICTED USER INTENTS USING ARTIFICIAL INTELLIGENCE MODELS | October 2021 | September 2023 | Allow | 24 | 0 | 0 | No | No |
| 17441791 | INTERACTIVE SYSTEMS AND METHODS | September 2021 | September 2023 | Allow | 24 | 0 | 0 | No | No |
| 17441809 | METHOD AND APPARATUS FOR DETECTING VOICE END POINT USING ACOUSTIC AND LANGUAGE MODELING INFORMATION FOR ROBUST VOICE | September 2021 | December 2023 | Allow | 26 | 0 | 0 | No | No |
| 17477449 | COMPUTER-BASED TOOLS FOR IDENTIFYING AND CONNECTING WITH HUMAN LANGUAGE TRANSLATORS | September 2021 | December 2023 | Allow | 27 | 0 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner RILEY, MARCUS T.
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, 50.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner RILEY, MARCUS T works in Art Unit 2654 and has examined 172 patent applications in our dataset. With an allowance rate of 97.1%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 24 months.
Examiner RILEY, MARCUS T's allowance rate of 97.1% places them in the 91% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by RILEY, MARCUS T receive 1.01 office actions before reaching final disposition. This places the examiner in the 13% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.
The median time to disposition (half-life) for applications examined by RILEY, MARCUS T is 24 months. This places the examiner in the 72% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a -2.9% benefit to allowance rate for applications examined by RILEY, MARCUS T. This interview benefit is in the 5% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.
When applicants file an RCE with this examiner, 39.8% of applications are subsequently allowed. This success rate is in the 89% 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 30.3% of cases where such amendments are filed. This entry rate is in the 35% 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 10% 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 80.0% of appeals filed. This is in the 69% percentile among all examiners. 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, 53.3% are granted (fully or in part). This grant rate is in the 66% 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 0.6% of allowed cases (in the 61% 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 25% 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.