Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18654278 | USING SPEECH RECOGNITION TO IMPROVE CROSS-LANGUAGE SPEECH SYNTHESIS | May 2024 | November 2025 | Abandon | 19 | 2 | 0 | Yes | No |
| 18631203 | DETERMINING A RESPONSE TO A QUERY | April 2024 | February 2025 | Allow | 10 | 1 | 0 | No | No |
| 18600887 | LINGUISTIC ANALYSIS OF SEED DOCUMENTS AND PEER GROUPS | March 2024 | December 2024 | Allow | 9 | 1 | 0 | Yes | No |
| 18441704 | PROCESSING EVENT DATA AND/OR TABULAR DATA FOR INPUT TO ONE OR MORE MACHINE LEARNING MODELS | February 2024 | January 2026 | Allow | 23 | 1 | 0 | Yes | No |
| 18529170 | AUDIO-BASED MEDIA EDIT POINT SELECTION | December 2023 | March 2026 | Allow | 27 | 3 | 0 | Yes | No |
| 18231586 | INSTRUCTION FOLLOWING IN LARGE LANGUAGE MODELS TO REDUCE COMPUTATIONAL RESOURCE CONSUMPTION | August 2023 | March 2026 | Allow | 31 | 1 | 0 | Yes | No |
| 18342640 | SYSTEMS AND METHODS FOR CLOUD-BASED PRODUCTIVITY TOOLS | June 2023 | February 2026 | Abandon | 31 | 1 | 0 | No | No |
| 18203170 | METHODS AND SYSTEMS FOR COMBINED VOICE AND GESTURE CONTROL | May 2023 | March 2026 | Allow | 34 | 2 | 0 | No | No |
| 18039404 | METHOD FOR PROVIDING SIMILAR CLINICAL TRIAL DATA AND SERVER EXECUTING SAME | May 2023 | March 2026 | Abandon | 33 | 2 | 0 | Yes | No |
| 18195706 | Virtual Agent Generation Based on Historical Conversation Data | May 2023 | March 2026 | Abandon | 34 | 2 | 0 | Yes | No |
| 18295684 | FILLER WORD DETECTION THROUGH TOKENIZING AND LABELING OF TRANSCRIPTS | April 2023 | September 2024 | Allow | 17 | 2 | 0 | No | No |
| 18187330 | Language-agnostic Multilingual Modeling Using Effective Script Normalization | March 2023 | October 2025 | Allow | 30 | 2 | 0 | No | Yes |
| 18245241 | METHOD FOR GENERATING A GRAPHICAL SUMMARY, A COMPUTER PROGRAM AND A SYSTEM | March 2023 | November 2025 | Abandon | 32 | 1 | 0 | No | No |
| 18100343 | SYSTEM AND METHOD FOR BUILDING CONCEPT DATA STRUCTURES USING TEXT AND IMAGE INFORMATION | January 2023 | December 2025 | Abandon | 35 | 1 | 0 | No | No |
| 18067198 | METHOD AND DEVICE FOR FACILITATING EFFICIENT TRAVERSAL OF NATURAL LANGUAGE SEQUENCES | December 2022 | November 2025 | Abandon | 35 | 2 | 0 | Yes | No |
| 18010960 | CLASSIFICATION DEVICE, CLASSIFICATION METHOD AND CLASSIFICATION PROGRAM | December 2022 | June 2025 | Abandon | 30 | 1 | 0 | No | No |
| 18062962 | MANAGEMENT SYSTEM FOR SOFTWARE INCIDENTS | December 2022 | March 2026 | Allow | 39 | 2 | 0 | Yes | No |
| 17984437 | SPEECH SYNTHESIS METHOD AND APPARATUS, AND READABLE STORAGE MEDIUM | November 2022 | February 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 17969474 | SYSTEM AND METHOD FOR PROVIDING A RESPONSE TO A CODE-MIX USER QUERY | October 2022 | June 2025 | Abandon | 32 | 1 | 0 | No | No |
| 17995518 | VOICE DATA CREATION DEVICE | October 2022 | November 2025 | Allow | 37 | 2 | 0 | Yes | No |
| 17954845 | TRANSLATING TEXT USING GENERATED VISUAL REPRESENTATIONS AND ARTIFICIAL INTELLIGENCE | September 2022 | September 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17865788 | ALIGNING PARAMETER DATA WITH AUDIO RECORDINGS | July 2022 | January 2026 | Allow | 42 | 2 | 0 | Yes | Yes |
| 17864937 | BOOSTING WORDS IN AUTOMATED SPEECH RECOGNITION | July 2022 | March 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 17852479 | AUDIO SIGNAL ENCODING METHOD AND APPARATUS, AND AUDIO SIGNAL DECODING METHOD AND APPARATUS | June 2022 | June 2024 | Allow | 23 | 2 | 1 | Yes | No |
| 17784958 | TRANSLATION DEVICE | June 2022 | December 2024 | Allow | 30 | 1 | 0 | No | No |
| 17659330 | Personalizable Probabilistic Models | April 2022 | August 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17659327 | Comparison Scoring For Hypothesis Ranking | April 2022 | October 2025 | Abandon | 43 | 4 | 0 | Yes | No |
| 17710137 | GENERATING AND/OR UTILIZING UNINTENTIONAL MEMORIZATION MEASURE(S) FOR AUTOMATIC SPEECH RECOGNITION MODEL(S) | March 2022 | October 2025 | Allow | 43 | 2 | 0 | No | No |
| 17709520 | Knowledge Graph Driven Content Generation | March 2022 | July 2025 | Allow | 39 | 2 | 0 | Yes | No |
| 17708937 | DEVICE STATE REVERSION | March 2022 | March 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17655331 | SYSTEM AND METHODS FOR AUDIO DATA ANALYSIS AND TAGGING | March 2022 | February 2025 | Allow | 35 | 1 | 0 | Yes | No |
| 17655207 | AUTOMATED DECISION MODELLING FROM TEXT | March 2022 | August 2025 | Allow | 41 | 3 | 0 | Yes | No |
| 17655030 | Conformer-based Speech Conversion Model | March 2022 | December 2024 | Allow | 33 | 2 | 0 | Yes | No |
| 17655151 | PERSONALIZED NATURAL LANGUAGE PROCESSING SYSTEM | March 2022 | August 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17641385 | SYSTEM AND METHOD FOR ENSEMBLE QUESTION ANSWERING | March 2022 | May 2025 | Abandon | 38 | 2 | 0 | No | No |
| 17667370 | AUDIO SIGNAL PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | February 2022 | April 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17648798 | SYSTEMS AND METHODS FOR MOBILE SPEECH THERAPY | January 2022 | February 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17570489 | METHODS OF ENCODING AND DECODING AUDIO SIGNAL USING NEURAL NETWORK MODEL, AND ENCODER AND DECODER FOR PERFORMING THE METHODS | January 2022 | August 2024 | Abandon | 31 | 2 | 1 | No | No |
| 17539499 | UTTERANCE SECTION DETECTION DEVICE, UTTERANCE SECTION DETECTION METHOD, AND STORAGE MEDIUM | December 2021 | June 2025 | Allow | 42 | 3 | 0 | Yes | No |
| 17532759 | PROVIDING CERTAIN REASONING WITH RESPECT TO FULFILLMENT OF AN ASSISTANT COMMAND | November 2021 | September 2024 | Allow | 34 | 1 | 1 | No | No |
| 17529706 | MACHINE LEARNING FOR MULTI-CHANNEL INTERACTION WORKFLOWS | November 2021 | March 2025 | Allow | 40 | 3 | 0 | Yes | No |
| 17528217 | SYSTEM AND METHOD FOR PROVIDING HIGH QUALITY AUDIO COMMUNICATION OVER LOW BIT RATE CONNECTION | November 2021 | November 2024 | Abandon | 36 | 2 | 0 | No | No |
| 17517075 | DATA PROCESSING METHOD, DEVICE, AND STORAGE MEDIUM | November 2021 | September 2024 | Allow | 35 | 1 | 0 | Yes | No |
| 17451613 | Using Speech Recognition to Improve Cross-Language Speech Synthesis | October 2021 | January 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17486617 | GENERATION CONTROL DEVICE FOR VOICE MESSAGE-CONTAINING IMAGE AND METHOD FOR GENERATING SAME | September 2021 | April 2024 | Abandon | 30 | 2 | 0 | No | No |
| 17467236 | SYSTEMS AND METHODS FOR ARTIFICIAL DUBBING | September 2021 | February 2026 | Allow | 54 | 4 | 0 | Yes | No |
| 17465686 | METHODS AND APPARATUS TO IMPROVE DISAMBIGUATION AND INTERPRETATION IN AUTOMATED TEXT ANALYSIS USING STRUCTURED LANGUAGE SPACE AND TRANSDUCERS APPLIED ON AUTOMATONS | September 2021 | April 2025 | Allow | 44 | 2 | 1 | Yes | No |
| 17407692 | TECHNIQUES FOR PROVIDING EXPLANATIONS FOR TEXT CLASSIFICATION | August 2021 | May 2024 | Allow | 33 | 1 | 1 | Yes | No |
| 17402631 | PROCESSING METHOD OF SOUND WATERMARK AND SPEECH COMMUNICATION SYSTEM | August 2021 | July 2023 | Allow | 23 | 1 | 0 | No | No |
| 17402623 | CONFERENCE TERMINAL AND EMBEDDING METHOD OF AUDIO WATERMARKS | August 2021 | October 2023 | Allow | 26 | 3 | 0 | Yes | No |
| 17382567 | TEXT ERROR-CORRECTING METHOD, APPARATUS, ELECTRONIC DEVICE AND READABLE STORAGE MEDIUM | July 2021 | September 2023 | Abandon | 26 | 2 | 0 | No | No |
| 17418188 | SPOKEN SENTENCE GENERATION MODEL LEARNING DEVICE, SPOKEN SENTENCE COLLECTING DEVICE, SPOKEN SENTENCE GENERATION MODEL LEARNING METHOD, SPOKEN SENTENCE COLLECTION METHOD, AND PROGRAM | June 2021 | July 2025 | Abandon | 49 | 4 | 0 | Yes | No |
| 17416737 | Association Determination | June 2021 | November 2024 | Abandon | 41 | 2 | 0 | Yes | No |
| 17352393 | SELECTING A MEANING OF A WORD OF A PHRASE | June 2021 | December 2023 | Allow | 30 | 1 | 0 | No | No |
| 17342505 | ERROR CORRECTION IN SPEECH RECOGNITION | June 2021 | January 2025 | Allow | 43 | 4 | 0 | Yes | No |
| 17342463 | ONLINE CONTENT EVALUATION SYSTEM AND METHODS | June 2021 | December 2023 | Allow | 30 | 1 | 0 | Yes | No |
| 17334543 | SYSTEMS AND METHODS FOR GENERATING DIALOG TREES | May 2021 | August 2025 | Allow | 50 | 4 | 0 | Yes | No |
| 17326176 | GENERATING SPEECH SIGNALS USING BOTH NEURAL NETWORK-BASED VOCODING AND GENERATIVE ADVERSARIAL TRAINING | May 2021 | January 2023 | Abandon | 20 | 1 | 0 | No | No |
| 17245649 | AUDIO-BASED PATIENT SURVEYS IN A HEALTH MANAGEMENT PLATFORM | April 2021 | April 2024 | Allow | 35 | 1 | 0 | Yes | No |
| 17289703 | OPTIMIZATION APPARATUS, OPTIMIZATION METHOD, AND PROGRAM | April 2021 | July 2025 | Abandon | 50 | 4 | 0 | Yes | No |
| 17218618 | END TO END SPOKEN LANGUAGE UNDERSTANDING MODEL | March 2021 | January 2025 | Abandon | 46 | 6 | 0 | No | No |
| 17196414 | TEXT SUMMARIZATION TECHNIQUES | March 2021 | July 2025 | Abandon | 52 | 6 | 0 | Yes | No |
| 17187041 | AGE-SENSITIVE AUTOMATIC SPEECH RECOGNITION | February 2021 | August 2023 | Allow | 29 | 2 | 0 | No | No |
| 17182217 | BOT DIALOG MANAGER | February 2021 | September 2023 | Allow | 31 | 3 | 0 | Yes | No |
| 17169146 | READING ASSISTANCE SPONSORSHIP SYSTEM & METHODOLGY | February 2021 | December 2023 | Allow | 35 | 2 | 0 | Yes | No |
| 17163633 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM | February 2021 | December 2022 | Allow | 22 | 1 | 0 | No | No |
| 17152760 | Language-agnostic Multilingual Modeling Using Effective Script Normalization | January 2021 | November 2022 | Allow | 22 | 1 | 0 | Yes | No |
| 17150988 | SYSTEMS AND METHODS FOR CODE-MIXING ADVERSARIAL TRAINING | January 2021 | May 2023 | Allow | 28 | 1 | 0 | Yes | No |
| 17147881 | METHOD AND APPARATUS FOR PROCESSING INFORMATION | January 2021 | May 2023 | Allow | 28 | 1 | 0 | No | No |
| 17115249 | LINGUISTIC ANALYSIS OF SEED DOCUMENTS AND PEER GROUPS | December 2020 | December 2023 | Allow | 37 | 3 | 0 | No | No |
| 17104317 | APPARATUS AND METHOD FOR AUTOMATIC TRANSLATION | November 2020 | February 2023 | Abandon | 27 | 1 | 0 | No | No |
| 17094533 | FILLER WORD DETECTION THROUGH TOKENIZING AND LABELING OF TRANSCRIPTS | November 2020 | January 2023 | Allow | 26 | 1 | 0 | Yes | No |
| 17091118 | LOW POWER MODE FOR SPEECH CAPTURE DEVICES | November 2020 | July 2023 | Allow | 32 | 4 | 0 | Yes | No |
| 17089920 | ACRONYM DEFINITION NETWORK | November 2020 | December 2023 | Allow | 37 | 2 | 0 | Yes | No |
| 17078777 | METHOD AND SYSTEM FOR EXTRACTING INFORMATION FROM A DOCUMENT | October 2020 | August 2023 | Allow | 34 | 2 | 0 | No | No |
| 17074997 | METHODS AND SYSTEMS FOR DETECTING PASSENGER VOICE DATA | October 2020 | October 2024 | Abandon | 48 | 5 | 0 | Yes | No |
| 17072340 | METHODS AND SYSTEMS FOR SUMMARIZATION OF MULTIPLE DOCUMENTS USING A MACHINE LEARNING APPROACH | October 2020 | May 2024 | Allow | 43 | 4 | 0 | Yes | No |
| 17065724 | INTENT-BASED CONVERSATIONAL KNOWLEDGE GRAPH FOR SPOKEN LANGUAGE UNDERSTANDING SYSTEM | October 2020 | November 2023 | Allow | 37 | 3 | 1 | Yes | No |
| 17036609 | Method, Device, Equipment, and Storage Medium for Mining Topic Concept | September 2020 | March 2023 | Allow | 29 | 2 | 0 | No | No |
| 17034114 | SPEECH RECOGNITION TRANSCRIPTIONS | September 2020 | April 2025 | Abandon | 54 | 4 | 0 | No | Yes |
| 17016122 | STOP WORD DATA AUGMENTATION FOR NATURAL LANGUAGE PROCESSING | September 2020 | February 2023 | Allow | 29 | 2 | 0 | Yes | No |
| 17008427 | AUDIO-BASED MEDIA EDIT POINT SELECTION | August 2020 | September 2023 | Allow | 36 | 3 | 0 | Yes | No |
| 17005028 | SYSTEM AND METHOD TO EXTRACT CUSTOMIZED INFORMATION IN NATURAL LANGUAGE TEXT | August 2020 | March 2025 | Allow | 54 | 7 | 0 | Yes | No |
| 16990482 | AUTOMATIC INTERPRETATION APPARATUS AND METHOD | August 2020 | January 2023 | Allow | 29 | 1 | 1 | Yes | No |
| 16924054 | PORTABLE TEXT CAPTURE AND TRANSLATOR DEVICE | July 2020 | December 2022 | Abandon | 29 | 1 | 0 | No | No |
| 16914688 | NATURAL LANGUAGE CONFIGURATION AND OPERATION FOR TANGIBLE GAMES | June 2020 | January 2023 | Allow | 30 | 1 | 0 | Yes | No |
| 16908032 | CORRELATING SCENE-BASED AUDIO DATA FOR PSYCHOACOUSTIC AUDIO CODING | June 2020 | August 2022 | Allow | 26 | 1 | 0 | Yes | No |
| 16907783 | Language Processing Method and Device | June 2020 | April 2023 | Allow | 33 | 2 | 0 | Yes | No |
| 16886826 | CORPUS CLEANING METHOD AND CORPUS ENTRY SYSTEM | May 2020 | December 2022 | Allow | 31 | 2 | 0 | No | No |
| 16881843 | SYSTEM AND METHOD FOR CONTROLLABLE MACHINE TEXT GENERATION ARCHITECTURE | May 2020 | May 2023 | Allow | 35 | 2 | 0 | No | No |
| 16867289 | SPEECH RECOGNITION USING NATURAL LANGUAGE UNDERSTANDING RELATED KNOWLEDGE VIA DEEP FEEDFORWARD NEURAL NETWORKS | May 2020 | November 2022 | Allow | 30 | 2 | 0 | No | No |
| 16859938 | Universal Semi-Word Model for Vocabulary Contraction in Automatic Speech Recognition | April 2020 | January 2024 | Allow | 45 | 4 | 0 | Yes | No |
| 16859301 | SYSTEMS AND METHODS OF ARTIFICIALLY INTELLIGENT SENTIMENT ANALYSIS | April 2020 | November 2023 | Allow | 43 | 4 | 0 | Yes | No |
| 16857305 | Automated Content Feedback Generation System for Non-Native Spontaneous Speech | April 2020 | April 2023 | Allow | 35 | 3 | 0 | No | No |
| 16842155 | AUTOMATED COSTUME DESIGN FROM DYNAMIC VISUAL MEDIA | April 2020 | April 2023 | Allow | 37 | 2 | 0 | Yes | No |
| 16841787 | LEVERAGING UNPAIRED TEXT DATA FOR TRAINING END-TO-END SPOKEN LANGUAGE UNDERSTANDING SYSTEMS | April 2020 | October 2022 | Allow | 30 | 2 | 0 | Yes | No |
| 16814374 | KEYBOARD INSTRUMENT AND METHOD PERFORMED BY COMPUTER OF KEYBOARD INSTRUMENT | March 2020 | April 2022 | Allow | 25 | 1 | 0 | No | No |
| 16797131 | MULTILINGUAL SIMULTANEOUS INTERPRETATION USING A DISTRIBUTED LEDGER | February 2020 | December 2023 | Allow | 46 | 4 | 0 | Yes | Yes |
| 16734880 | Contextualized Character Recognition System | January 2020 | February 2022 | Allow | 25 | 1 | 0 | Yes | No |
| 16727176 | NATURAL LANGUAGE PROCESSING SHALLOW DISCOURSE PARSER | December 2019 | September 2022 | Abandon | 33 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner CASTILLO-TORRES, KEISHA Y.
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 CASTILLO-TORRES, KEISHA Y works in Art Unit 2659 and has examined 69 patent applications in our dataset. With an allowance rate of 76.8%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 35 months.
Examiner CASTILLO-TORRES, KEISHA Y's allowance rate of 76.8% places them in the 43% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by CASTILLO-TORRES, KEISHA Y receive 2.38 office actions before reaching final disposition. This places the examiner in the 68% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by CASTILLO-TORRES, KEISHA Y is 35 months. This places the examiner in the 39% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +28.3% benefit to allowance rate for applications examined by CASTILLO-TORRES, KEISHA Y. This interview benefit is in the 76% 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, 27.7% of applications are subsequently allowed. This success rate is in the 49% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 28.1% of cases where such amendments are filed. This entry rate is in the 40% 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 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, 80.0% are granted (fully or in part). This grant rate is in the 84% 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 21% 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 27% percentile). This examiner issues Quayle actions less often than average. Allowances may 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.