Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19278917 | SYSTEMS AND METHODS FOR TRAINING AND USING CUSTOM VECTOR EMBEDDING MODELS | July 2025 | October 2025 | Allow | 3 | 0 | 0 | No | No |
| 19032030 | Interactive Neural-Symbolic Orchestration of Subjective Stored Procedures | January 2025 | June 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18814983 | Communication Channel Quality Improvement System Using Machine Conversions | August 2024 | November 2025 | Allow | 15 | 3 | 0 | No | No |
| 18814932 | Communication Channel Quality Improvement System Using Machine Conversions | August 2024 | May 2025 | Allow | 9 | 1 | 0 | No | No |
| 18814890 | Communication Channel Quality Improvement System Using Machine Conversions | August 2024 | May 2025 | Allow | 9 | 2 | 0 | No | No |
| 18780385 | A SYSTEM, METHOD AND APPARATUS FOR TWO-WAY LANGUAGE TRANSLATION IN A HEALTHCARE ENVIRONMENT | July 2024 | January 2025 | Allow | 6 | 1 | 0 | No | No |
| 18767905 | DEVICES FOR NON-AUDIBLE SPEECH DETECTION | July 2024 | November 2024 | Allow | 60 | 1 | 0 | Yes | No |
| 18663539 | USER RECOGNITION FOR SPEECH PROCESSING SYSTEMS | May 2024 | January 2026 | Allow | 20 | 1 | 0 | No | No |
| 18650042 | Multilevel Data Analysis | April 2024 | September 2024 | Allow | 4 | 0 | 0 | No | No |
| 18646576 | Communication Channel Quality Improvement System Using Machine Conversions | April 2024 | February 2025 | Allow | 10 | 1 | 1 | No | No |
| 18629194 | ELECTRONIC DEVICE FOR PROCESSING USER SPEECH AND OPERATING METHOD THEREFOR | April 2024 | March 2025 | Allow | 11 | 0 | 0 | No | No |
| 18617476 | HOTWORD SUPPRESSION | March 2024 | November 2025 | Allow | 19 | 2 | 0 | No | No |
| 18605745 | METHODS, APPARATUS AND SYSTEM FOR RENDERING AN AUDIO PROGRAM | March 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18591516 | RESPONDING TO REQUESTS FOR INFORMATION AND OTHER VERBAL UTTERANCES IN A HEALTHCARE FACILITY | February 2024 | September 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18582989 | TRAINING METHOD AND ENHANCEMENT METHOD FOR SPEECH ENHANCEMENT MODEL, APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT | February 2024 | March 2026 | Allow | 24 | 1 | 0 | No | No |
| 18439345 | SYSTEMS AND METHODS FOR SENTIMENT ANALYSIS AND CATEGORIZATION | February 2024 | October 2025 | Allow | 20 | 0 | 0 | No | No |
| 18438891 | WAKEWORD DETECTION | February 2024 | December 2025 | Allow | 22 | 1 | 0 | No | No |
| 18439411 | INITIALIZING NON-ASSISTANT BACKGROUND ACTIONS, VIA AN AUTOMATED ASSISTANT, WHILE ACCESSING A NON-ASSISTANT APPLICATION | February 2024 | June 2025 | Allow | 16 | 1 | 0 | No | No |
| 18427566 | TRAINING OF A TEXT CLASSIFICATION MODEL FROM LONG TEXT AND BASED ON TEXT SEMANTICS | January 2024 | September 2025 | Allow | 20 | 0 | 0 | No | No |
| 18422561 | ACCOUNT ASSOCIATION WITH DEVICE | January 2024 | March 2025 | Allow | 14 | 1 | 0 | No | No |
| 18421189 | MULTI-MODAL INPUT ON AN ELECTRONIC DEVICE | January 2024 | April 2025 | Allow | 15 | 1 | 0 | No | No |
| 18418096 | SYSTEMS AND METHODS FOR GENERATING DISAMBIGUATED TERMS IN AUTOMATICALLY GENERATED TRANSCRIPTIONS INCLUDING INSTRUCTIONS WITHIN A PARTICULAR KNOWLEDGE DOMAIN | January 2024 | December 2025 | Allow | 23 | 1 | 0 | No | No |
| 18409494 | SYSTEMS AND METHODS FOR UPDATING TEXTUAL ITEM DESCRIPTIONS USING AN EMBEDDING SPACE | January 2024 | August 2025 | Allow | 20 | 0 | 0 | No | No |
| 18405201 | MISSED INFORMATION ASSISTANT FOR ONLINE MEETING | January 2024 | December 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18575319 | Wake-up Method and Apparatus for Smart Device, Storage Medium, and Electronic Device | December 2023 | February 2026 | Allow | 25 | 1 | 0 | No | No |
| 18397852 | SYSTEMS AND METHODS FOR PROACTIVE LISTENING BOT-PLUS PERSON ADVICE CHAINING | December 2023 | October 2025 | Allow | 21 | 1 | 0 | No | No |
| 18397170 | ELECTRONIC DEVICES WITH VOICE COMMAND AND CONTEXTUAL DATA PROCESSING CAPABILITIES | December 2023 | March 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18395644 | TRANSLATION ENGINE EVALUATION SYSTEM AND TRANSLATION ENGINE EVALUATION METHOD | December 2023 | February 2026 | Abandon | 26 | 1 | 0 | No | No |
| 18393672 | SYSTEMS, METHODS, AND STORAGE MEDIA FOR PROVIDING PRESENCE OF MODIFICATIONS IN USER DICTATION | December 2023 | January 2025 | Allow | 13 | 1 | 0 | No | No |
| 18512110 | End-To-End Segmentation in a Two-Pass Cascaded Encoder Automatic Speech Recognition Model | November 2023 | December 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18506558 | METHOD FOR CONTROLLING REMOTE CONTROLLER TO AVOID LOSS OF FUNCTION THROUGH A LOW VOLTAGE CONDITION, REMOTE CONTROLLER DEVICE, AND NON-TRANSITORY STORAGE MEDIUM | November 2023 | February 2025 | Allow | 16 | 2 | 0 | No | No |
| 18505018 | SYSTEMS AND METHODS TO RECOGNIZE PRONUNCIATION VARIATIONS OF INDIVIDUAL TERMS | November 2023 | August 2025 | Allow | 21 | 0 | 0 | No | No |
| 18387016 | METHOD FOR PROVIDING AN ARTIFICIAL INTELLIGENCE SYSTEM WITH REDUCTION OF BACKGROUND NOISE | November 2023 | February 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18384607 | ELECTRONIC APPARATUS PERFORMING SPEECH RECOGNITION AND METHOD FOR CONTROLLING THEREOF | October 2023 | December 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18383161 | SYSTEMS, METHODS, AND APPARATUSES FOR MANAGING INCOMPLETE AUTOMATED ASSISTANT ACTIONS | October 2023 | February 2025 | Allow | 16 | 1 | 0 | No | No |
| 18490029 | PROACTIVE COMMAND FRAMEWORK | October 2023 | November 2024 | Allow | 13 | 1 | 0 | No | No |
| 18378800 | DISPLAY MODE DEPENDENT RESPONSE GENERATION WITH LATENCY CONSIDERATIONS | October 2023 | October 2024 | Allow | 12 | 1 | 0 | No | No |
| 18473604 | TRANSIENT NOISE EVENT DETECTION FOR SPEECH DENOISING | September 2023 | February 2026 | Abandon | 29 | 1 | 0 | No | No |
| 18369134 | ECHO CANCELLATION METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM | September 2023 | November 2025 | Allow | 26 | 1 | 0 | No | No |
| 18367272 | LANGUAGE MODEL ARBITRATION FOR NATURAL LANGUAGE PROCESSING | September 2023 | August 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18238375 | ROUTING DATA COMMUNICATIONS BETWEEN CLIENT-SPECIFIC SERVERS AND DATA-CENTER COMMUNICATIONS SERVERS | August 2023 | January 2025 | Allow | 17 | 2 | 0 | No | No |
| 18452992 | NEURAL-ECHO: AN UNIFIED DEEP NEURAL NETWORK MODEL FOR ACOUSTIC ECHO CANCELLATION AND RESIDUAL ECHO SUPPRESSION | August 2023 | January 2025 | Allow | 17 | 1 | 0 | No | No |
| 18234350 | GENERATING STRUCTURED TEXT CONTENT USING SPEECH RECOGNITION MODELS | August 2023 | February 2025 | Allow | 18 | 2 | 0 | No | No |
| 18363309 | METHOD OF DETERMINING END POINT DETECTION TIME AND ELECTRONIC DEVICE FOR PERFORMING THE METHOD | August 2023 | November 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18262838 | INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD | July 2023 | June 2025 | Allow | 23 | 1 | 0 | No | No |
| 18221964 | AUDIO ENCODER AND BANDWIDTH EXTENSION DECODER | July 2023 | September 2025 | Allow | 26 | 3 | 0 | No | No |
| 18344445 | Method, Apparatus, and System for Processing Audio Data | June 2023 | May 2024 | Allow | 11 | 0 | 0 | No | No |
| 18342350 | AUTOMATION OF TASKS USING LANGUAGE MODEL PROMPTS | June 2023 | January 2026 | Allow | 31 | 1 | 0 | No | No |
| 18214854 | PROCESSING NATURAL LANGUAGE ARGUMENTS AND PROPOSITIONS | June 2023 | January 2025 | Abandon | 19 | 2 | 0 | No | No |
| 18338338 | Transcription Error Resilient Training of Neural Semantic Parsers | June 2023 | May 2025 | Allow | 23 | 0 | 0 | No | No |
| 18333117 | COLLEGE ADMISSIONS AND CAREER MENTORSHIP PLATFORM | June 2023 | March 2024 | Allow | 9 | 0 | 0 | No | No |
| 18333041 | AUDIO DETECTION | June 2023 | May 2025 | Allow | 23 | 0 | 0 | No | No |
| 18328044 | COMPUTING DEVICE AND METHOD FOR POPULATING DIGITAL FORMS FROM UN-PARSED DATA | June 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18328440 | SYSTEM AND METHOD TO NATURALLY JOIN HUMAN TALKING SOUNDS | June 2023 | August 2025 | Allow | 27 | 1 | 0 | No | No |
| 18203824 | AUGMENTED REALITY SPEECH BALLOON SYSTEM | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18325600 | AUTOCOMPLETE SUGGESTIONS FOR SPEAKERS IN ONLINE MEETINGS | May 2023 | August 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18322149 | Freeze Words | May 2023 | April 2024 | Allow | 11 | 0 | 0 | No | No |
| 18318495 | LANGUAGE MODEL BIASING SYSTEM | May 2023 | August 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18195720 | SYSTEMS AND METHODS FOR TRAINING A MODEL TO DETERMINE WHETHER A QUERY WITH MULTIPLE SEGMENTS COMPRISES MULTIPLE DISTINCT COMMANDS OR A COMBINED COMMAND | May 2023 | September 2024 | Allow | 16 | 1 | 0 | No | No |
| 18312715 | DYNAMIC REDFISH QUERY URI BINDING FROM CONTEXT ORIENTED INTERACTION | May 2023 | February 2026 | Allow | 33 | 2 | 0 | Yes | No |
| 18142972 | MACHINE LEARNING MODEL ARCHITECTURE FOR INCREMENTAL ASYNCHRONOUS INFERENCE | May 2023 | July 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18138234 | INTELLIGENT AUTOMATED ASSISTANT FOR MEDIA EXPLORATION | April 2023 | March 2024 | Allow | 11 | 1 | 0 | No | No |
| 18299938 | METHOD AND DEVICE FOR EFFICIENT OPEN VOCABULARY KEYWORD SPOTTING | April 2023 | August 2025 | Allow | 28 | 1 | 0 | No | No |
| 18299462 | System And Method For Determining An Intent Of A User From An Utterance Of The User | April 2023 | October 2025 | Allow | 30 | 2 | 0 | No | No |
| 18132630 | METHOD FOR PROCESSING DIALOGUE AND DIALOGUE SYSTEM | April 2023 | July 2025 | Allow | 27 | 1 | 0 | No | No |
| 18194924 | METHODS AND SYSTEMS FOR ENHANCED CONFERENCING | April 2023 | September 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18191143 | Method and System for Analyzing Texts | March 2023 | March 2026 | Allow | 35 | 1 | 0 | No | No |
| 18124444 | INTUITIVE DICTATION | March 2023 | April 2025 | Allow | 25 | 1 | 0 | No | No |
| 18185496 | TOPIC-BASED SEMANTIC SEARCH OF ELECTRONIC DOCUMENTS BASED ON MACHINE LEARNING MODELS FROM BAYESIAN BELIEF NETWORKS | March 2023 | March 2025 | Allow | 24 | 0 | 0 | No | No |
| 18026029 | ADVANCED NOISE CANCELLATION | March 2023 | June 2025 | Allow | 27 | 1 | 0 | No | No |
| 18120911 | AUTOMATIC GAIN CONTROL BASED ON MACHINE LEARNING LEVEL ESTIMATION OF THE DESIRED SIGNAL | March 2023 | April 2024 | Allow | 13 | 1 | 0 | No | No |
| 18182068 | METHODS AND SYSTEMS FOR GENERATING A SEMANTIC COMPUTATION GRAPH FOR UNDERSTANDING AND GROUNDING REFERRING EXPRESSIONS | March 2023 | June 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18114877 | DIGITAL ASSISTANT CONTROL OF APPLICATIONS | February 2023 | June 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18114467 | CONSTRUCTING AND EXECUTING SEARCH QUERIES WITH TERMS SEMANTICALLY SIMILAR TO THOSE OF A SEARCH REQUEST | February 2023 | June 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18113187 | CONVERSATIONAL INCLUSION/EXCLUSION DETECTION | February 2023 | September 2025 | Abandon | 30 | 1 | 0 | No | No |
| 18162518 | QUESTION DETECTION MODEL FOR CALL TRANSCRIPT | January 2023 | March 2026 | Allow | 37 | 3 | 0 | Yes | No |
| 18159076 | Methods And Systems For Detecting And Processing Speech Signals | January 2023 | April 2024 | Allow | 14 | 1 | 0 | No | No |
| 18151858 | OPTIMIZED GRAPH TRAVERSAL | January 2023 | January 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18151164 | DETECTING HYPOCRISY IN TEXT | January 2023 | November 2023 | Allow | 11 | 1 | 0 | No | No |
| 18092883 | CONTEXTUAL SUPPRESSION OF ASSISTANT COMMAND(S) | January 2023 | April 2024 | Allow | 15 | 1 | 0 | No | No |
| 18069663 | BACKGROUND AUDIO IDENTIFICATION FOR SPEECH DISAMBIGUATION | December 2022 | February 2024 | Allow | 13 | 1 | 0 | No | No |
| 18068935 | DISPLAY APPARATUS, VOICE ACQUIRING APPARATUS AND VOICE RECOGNITION METHOD THEREOF | December 2022 | April 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 17993130 | NOISE DATA AUGMENTATION FOR NATURAL LANGUAGE PROCESSING | November 2022 | January 2024 | Allow | 14 | 1 | 0 | No | No |
| 17990640 | USING SEMANTIC FRAMES FOR INTENT CLASSIFICATION | November 2022 | February 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 17923921 | BEHAVIOR CONTROL DEVICE, BEHAVIOR CONTROL METHOD, AND PROGRAM | November 2022 | April 2025 | Allow | 29 | 1 | 1 | No | No |
| 17981113 | SURGICAL SYSTEM WITH VOICE CONTROL | November 2022 | April 2024 | Allow | 18 | 1 | 0 | No | No |
| 17965824 | AUDIO ENCODER AND BANDWIDTH EXTENSION DECODER | October 2022 | January 2023 | Allow | 3 | 0 | 0 | No | No |
| 17965825 | AUDIO ENCODER AND BANDWIDTH EXTENSION DECODER | October 2022 | January 2023 | Allow | 3 | 0 | 0 | No | No |
| 17965823 | AUDIO ENCODER AND BANDWIDTH EXTENSION DECODER | October 2022 | January 2023 | Allow | 3 | 0 | 0 | No | No |
| 17965829 | AUDIO ENCODER AND BANDWIDTH EXTENSION DECODER | October 2022 | February 2023 | Allow | 4 | 0 | 0 | No | No |
| 17965826 | AUDIO ENCODER AND BANDWIDTH EXTENSION DECODER | October 2022 | February 2023 | Allow | 4 | 0 | 0 | No | No |
| 17965827 | AUDIO ENCODER AND BANDWIDTH EXTENSION DECODER | October 2022 | December 2022 | Allow | 3 | 0 | 0 | No | No |
| 17965830 | AUDIO ENCODER AND BANDWIDTH EXTENSION DECODER | October 2022 | February 2023 | Allow | 4 | 0 | 0 | No | No |
| 17934836 | END-TO-END NEURAL TEXT-TO-SPEECH MODEL WITH PROSODY CONTROL | September 2022 | March 2025 | Allow | 30 | 1 | 0 | No | No |
| 17952005 | DETERMINING WHETHER SPEECH INPUT IS INTENDED FOR A DIGITAL ASSISTANT | September 2022 | September 2024 | Allow | 24 | 0 | 0 | No | No |
| 17949371 | SPEECH CONTROL OF A MEDICAL APPARATUS | September 2022 | July 2025 | Allow | 34 | 1 | 0 | No | No |
| 17946203 | USER RECOGNITION FOR SPEECH PROCESSING SYSTEMS | September 2022 | January 2024 | Allow | 16 | 1 | 0 | No | No |
| 17940170 | Clinical Documentation System | September 2022 | February 2025 | Allow | 29 | 1 | 0 | No | No |
| 17903906 | METHODS, APPARATUS AND SYSTEM FOR RENDERING AN AUDIO PROGRAM | September 2022 | November 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17901513 | DYNAMICALLY DETERMINING WHETHER TO PERFORM CANDIDATE AUTOMATED ASSISTANT ACTION DETERMINED FROM SPOKEN UTTERANCE | September 2022 | November 2024 | Allow | 27 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CHAWAN, VIJAY B.
With a 63.6% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.
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, 57.1% 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 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 CHAWAN, VIJAY B works in Art Unit 2658 and has examined 658 patent applications in our dataset. With an allowance rate of 90.3%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 24 months.
Examiner CHAWAN, VIJAY B's allowance rate of 90.3% places them in the 73% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by CHAWAN, VIJAY B receive 1.24 office actions before reaching final disposition. This places the examiner in the 16% 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 CHAWAN, VIJAY B is 24 months. This places the examiner in the 83% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +7.2% benefit to allowance rate for applications examined by CHAWAN, VIJAY B. This interview benefit is in the 35% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 37.1% of applications are subsequently allowed. This success rate is in the 84% 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 66.0% of cases where such amendments are filed. This entry rate is in the 89% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.
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 11% 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 50.0% of appeals filed. This is in the 17% percentile among all examiners. Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.
When applicants file petitions regarding this examiner's actions, 32.7% are granted (fully or in part). This grant rate is in the 20% 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 0.5% of allowed cases (in the 59% 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 3.4% of allowed cases (in the 75% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.
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.