Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19082406 | Quantitative Visual Translation of Aircraft Radio Communications | March 2025 | September 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18993502 | INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND COMPUTER PROGRAM | January 2025 | October 2025 | Allow | 9 | 1 | 0 | Yes | No |
| 19016595 | COMPUTER PROGRAM AND METHOD FOR PROVIDING REAL-TIME ANALYSIS AND STRATEGY THROUGH AN AUTOMATED AIR BATTLE MANAGER | January 2025 | November 2025 | Allow | 10 | 1 | 0 | No | No |
| 18999619 | MEDICAL EXAMINATION SUPPORT SYSTEM, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM THEREFOR | December 2024 | February 2025 | Allow | 2 | 0 | 0 | Yes | No |
| 18945524 | MULTI-SPEAKER SPEECH SIGNAL TO TEXT SIGNAL VALIDATION | November 2024 | March 2025 | Allow | 4 | 0 | 0 | No | No |
| 18921715 | METHOD, APPARATUS AND ELECTRONIC DEVICE FOR DISPLAYING | October 2024 | March 2025 | Allow | 5 | 1 | 0 | No | No |
| 18896230 | Flight Compliance System Integration of ATC Transcription and ADS-B Data | September 2024 | December 2024 | Allow | 3 | 0 | 0 | No | No |
| 18677629 | ARRANGING AND/OR CLEARING SPEECH-TO-TEXT CONTENT WITHOUT A USER PROVIDING EXPRESS INSTRUCTIONS | May 2024 | April 2025 | Allow | 10 | 1 | 0 | No | No |
| 18673235 | SYSTEMS AND METHODS FOR LIVE SUMMARIZATION | May 2024 | July 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18670148 | FINE-TUNED LARGE LANGUAGE MODELS FOR CAPABILITY CONTROLLER | May 2024 | February 2026 | Allow | 21 | 1 | 0 | Yes | No |
| 18642071 | SPEECH RECOGNITION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | April 2024 | March 2026 | Allow | 23 | 1 | 0 | No | No |
| 18609172 | SYSTEM AND/OR METHOD FOR SEMANTIC PARSING OF AIR TRAFFIC CONTROL AUDIO | March 2024 | September 2024 | Allow | 6 | 0 | 0 | No | No |
| 18582462 | DISPLAY DEVICE, CONTROL METHOD OF DISPLAY DEVICE, AND RECORDING MEDIUM | February 2024 | February 2026 | Allow | 24 | 1 | 0 | No | No |
| 18440010 | VIRTUAL ASSISTANT IDENTIFICATION OF NEARBY COMPUTING DEVICES | February 2024 | January 2025 | Allow | 11 | 1 | 0 | No | No |
| 18439049 | DEEPFAKE DETECTION | February 2024 | March 2026 | Allow | 25 | 1 | 0 | Yes | No |
| 18434545 | CATEGORIZING AUDIO TRANSCRIPTIONS | February 2024 | January 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18431608 | ADAPTIVE MANAGEMENT OF CASTING REQUESTS AND/OR USER INPUTS AT A RECHARGEABLE DEVICE | February 2024 | August 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18431563 | SPEECH DETECTION FROM FACIAL SKIN MOVEMENTS | February 2024 | November 2024 | Allow | 10 | 1 | 0 | No | No |
| 18534852 | COMMUNICATION DYNAMICS METADATA TAGGING FOR TRANSCRIPTION | December 2023 | February 2026 | Allow | 26 | 1 | 0 | Yes | No |
| 18524771 | PREDICTOR-CORRECTOR METHOD FOR INCLUDING SPEECH HINTS IN AUTOMATIC SPEECH RECOGNITION | November 2023 | January 2026 | Allow | 25 | 1 | 0 | No | No |
| 18507781 | SYSTEMS AND METHODS FOR A VOICE-CONTROLLED INTERACTIVE APPLICATION | November 2023 | July 2024 | Allow | 9 | 1 | 0 | No | No |
| 18494984 | Multi-Output Decoders for Multi-Task Learning of ASR and Auxiliary Tasks | October 2023 | February 2026 | Allow | 28 | 1 | 0 | No | No |
| 18557260 | DISPLAY DEVICE AND OPERATION METHOD THEREOF | October 2023 | October 2025 | Allow | 23 | 1 | 0 | No | No |
| 18492623 | AUDIO DECODER, AUDIO ENCODER, METHOD FOR PROVIDING A DECODED AUDIO SIGNAL, METHOD FOR PROVIDING AN ENCODED AUDIO SIGNAL, AUDIO STREAM, AUDIO STREAM PROVIDER AND COMPUTER PROGRAM USING A STREAM IDENTIFIER | October 2023 | May 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18482828 | VIDEO BASED QUESTION AND ANSWER | October 2023 | February 2024 | Allow | 5 | 0 | 1 | Yes | No |
| 18472311 | TRANSLATION COMMUNICATION DEVICE AND TRANSLATION COMMUNICATION METHOD THAT PERFORM VOICE TRANSLATION IN GROUP COMMUNICATION | September 2023 | June 2025 | Allow | 21 | 0 | 0 | No | No |
| 18368666 | Natural Language Processing System | September 2023 | May 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18463019 | Systems and Methods for Reading Comprehension for a Question Answering Task | September 2023 | July 2024 | Allow | 11 | 1 | 0 | No | No |
| 18240627 | Agent Based Methods For Discovering And Documenting User Expectations | August 2023 | February 2024 | Allow | 6 | 1 | 0 | No | No |
| 18457184 | TRANSCRIPTION GENERATION TECHNIQUE SELECTION | August 2023 | January 2025 | Allow | 17 | 2 | 0 | No | No |
| 18453338 | SPEECH RECOGNITION DEVICE, SPEECH RECOGNITION METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM | August 2023 | January 2026 | Allow | 29 | 1 | 0 | No | No |
| 18228901 | LINK-BASED AUDIO RECORDING, COLLECTION, COLLABORATION, EMBEDDING AND DELIVERY SYSTEM | August 2023 | July 2024 | Allow | 12 | 1 | 0 | No | No |
| 18360722 | AUTOMATED COMPOSITE AGENT GENERATION BY IMPLICIT DERIVATION | July 2023 | September 2025 | Allow | 26 | 1 | 0 | No | No |
| 18345663 | SYSTEMS AND METHODS FOR AUTOMATIC SPEECH TRANSLATION | June 2023 | May 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18341412 | GENERATIVE LANGUAGE MODELS | June 2023 | January 2026 | Allow | 31 | 1 | 0 | No | No |
| 18339670 | SCENE-AWARE SPEECH RECOGNITION USING VISION-LANGUAGE MODELS | June 2023 | October 2025 | Allow | 28 | 1 | 0 | No | No |
| 18332410 | TRANSCRIPTION KNOWLEDGE GRAPH | June 2023 | June 2025 | Allow | 24 | 1 | 0 | No | No |
| 18331517 | SPEAKER DIARIZATION ERROR CORRECTION | June 2023 | October 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18328620 | AUTOMATED TRANSCRIPT GENERATION FROM MULTI-CHANNEL AUDIO | June 2023 | April 2025 | Allow | 22 | 2 | 0 | No | No |
| 18324193 | DYNAMIC AUDIO SIGNAL TRANSCRIPTION IN A VEHICLE | May 2023 | May 2025 | Allow | 24 | 1 | 0 | No | No |
| 18322051 | SYSTEM AND METHOD FOR TRAINING DOMAIN-SPECIFIC SPEECH RECOGNITION LANGUAGE MODELS | May 2023 | April 2025 | Allow | 23 | 0 | 0 | No | No |
| 18308166 | AUDIOBOOK VISUAL AID ASSISTANCE | April 2023 | July 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18136529 | MODELING ANALYSIS OF TEAM BEHAVIOR AND COMMUNICATION | April 2023 | November 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18296217 | TEXT AND IMAGE GENERATION FOR CREATION OF IMAGERY FROM AUDIBLE INPUT | April 2023 | February 2026 | Allow | 34 | 2 | 0 | Yes | No |
| 18129380 | DECODING APPARATUS AND METHOD, AND PROGRAM | March 2023 | August 2024 | Allow | 17 | 1 | 0 | No | No |
| 18128766 | SPEECH TRANSLATION WITH PERFORMANCE CHARACTERISTICS | March 2023 | October 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18191661 | SYSTEMS AND METHODS FOR A VOICE-CONTROLLED INTERACTIVE APPLICATION | March 2023 | September 2023 | Allow | 6 | 1 | 0 | No | No |
| 18123556 | TECHNIQUES FOR MACHINE LEARNING BASED PLAYBACK | March 2023 | October 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18123695 | AUDIO PROCESSING METHOD AND APPARATUS BASED ON ARTIFICIAL INTELLIGENCE, DEVICE, STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT | March 2023 | March 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18181787 | SPEECH TRANSCRIPTION FROM FACIAL SKIN MOVEMENTS | March 2023 | October 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 18180652 | AUDIO ANALYSIS OF BODY WORN CAMERA | March 2023 | April 2024 | Allow | 13 | 3 | 0 | No | No |
| 18102706 | SYSTEM AND/OR METHOD FOR SEMANTIC PARSING OF AIR TRAFFIC CONTROL AUDIO | January 2023 | August 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 18102692 | SYSTEM AND/OR METHOD FOR SEMANTIC PARSING OF AIR TRAFFIC CONTROL AUDIO | January 2023 | August 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 18101217 | Automated Content Highlighting Based on Spoken Commands | January 2023 | September 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 18158425 | TECHNIQUES FOR AUTOMATICALLY MATCHING RECORDED SPEECH TO SCRIPT DIALOGUE | January 2023 | September 2025 | Allow | 32 | 1 | 0 | No | No |
| 18100011 | INFORMATION PROCESSING DEVICE, AND GENERATION METHOD | January 2023 | May 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18016732 | AD-HOC NAVIGATION INSTRUCTIONS | January 2023 | October 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 18097372 | SYSTEMS AND METHODS FOR ADAPTIVE HUMAN-MACHINE INTERACTION AND AUTOMATIC BEHAVIORAL ASSESSMENT | January 2023 | April 2024 | Allow | 15 | 1 | 0 | No | No |
| 18094284 | DATA STRUCTURE FOR TASK-ORIENTED DIALOG MODELING | January 2023 | August 2025 | Allow | 31 | 1 | 0 | No | No |
| 18149181 | DEVICE-DIRECTED UTTERANCE DETECTION | January 2023 | October 2024 | Allow | 22 | 2 | 0 | No | No |
| 18013499 | UTTERANCE UNDERSTANDING SUPPORT SYSTEM, METHOD, DEVICE AND PROGRAM | December 2022 | September 2025 | Abandon | 32 | 1 | 0 | No | No |
| 18013451 | VOICE OPERATION DEVICE, VOICE OPERATION METHOD AND VOICE OPERATION PROGRAM | December 2022 | May 2025 | Allow | 29 | 1 | 0 | No | No |
| 18088261 | INVERSE TEXT NORMALIZATION OF CONTACT CENTER COMMUNICATIONS | December 2022 | March 2025 | Allow | 27 | 1 | 0 | No | No |
| 18087631 | SUBTITLE GENERATION METHOD AND APPARATUS, AND DEVICE AND STORAGE MEDIUM | December 2022 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18069380 | Word Replacement During Poor Network Connectivity Or Network Congestion | December 2022 | March 2025 | Allow | 27 | 1 | 0 | No | No |
| 18082969 | GENERATING AUGMENTED REALITY CONTENT INCLUDING TRANSLATIONS | December 2022 | September 2025 | Allow | 33 | 1 | 0 | No | No |
| 18082357 | GENERATING NEURAL NETWORK OUTPUTS USING INSERTION OPERATIONS | December 2022 | April 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18081569 | ENABLING LARGE LANGUAGE MODEL-BASED SPOKEN LANGUAGE UNDERSTANDING (SLU) SYSTEMS TO LEVERAGE BOTH AUDIO DATA AND TEXTUAL DATA IN PROCESSING SPOKEN UTTERANCES | December 2022 | August 2025 | Allow | 32 | 1 | 0 | No | No |
| 18065692 | Training A Language Model Of An End-To-End Automatic Speech Recognition Model Using Random Encoder Features | December 2022 | June 2025 | Allow | 30 | 2 | 0 | No | No |
| 18065297 | SYSTEMS AND METHODS FOR SCREENLESS COMPUTERIZED SOCIAL-MEDIA ACCESS | December 2022 | May 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 18078476 | TEXT INDEPENDENT SPEAKER RECOGNITION | December 2022 | July 2024 | Allow | 19 | 2 | 0 | No | No |
| 18077227 | NATURAL LANGUAGE PROCESSING SYSTEM FOR CONTEXT-SPECIFIC APPLIER INTERFACE | December 2022 | May 2023 | Allow | 5 | 1 | 0 | No | No |
| 18076047 | SPEECH ENHANCEMENT METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM | December 2022 | January 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18076178 | TECHNIQUES FOR VOICE CONVERSION | December 2022 | July 2025 | Allow | 31 | 1 | 0 | No | No |
| 18074420 | INFUSING KNOWLEDGE GRAPHS INTO AUTOMATIC SPEECH RECOGNITION | December 2022 | April 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18000556 | SIGNAL PROCESSING APPARATUS, ENCODING METHOD, AND SIGNAL PROCESSING SYSTEM | December 2022 | July 2025 | Allow | 31 | 1 | 0 | No | No |
| 18072954 | SYSTEMS AND METHODS FOR INTERPRETING NATURAL LANGUAGE SEARCH QUERIES | December 2022 | March 2024 | Allow | 15 | 1 | 0 | No | No |
| 18007656 | SERVER EFFICIENT ENHANCEMENT OF PRIVACY IN FEDERATED LEARNING | December 2022 | February 2025 | Allow | 27 | 1 | 0 | No | No |
| 17994968 | SPEECH SIGNAL PROCESSING METHOD AND RELATED DEVICE THEREOF | November 2022 | January 2025 | Allow | 26 | 1 | 0 | No | No |
| 18070248 | SURVEY SYSTEM WITH MIXED RESPONSE MEDIUM | November 2022 | September 2024 | Allow | 22 | 2 | 0 | No | No |
| 17990388 | PSYCHOACOUSTICS-BASED AUDIO ENCODING METHOD AND APPARATUS | November 2022 | February 2025 | Allow | 27 | 1 | 0 | No | No |
| 17982662 | Automatic Generation of Narratives from Data Using Communication Goals and Narrative Analytics | November 2022 | December 2023 | Allow | 13 | 0 | 0 | Yes | No |
| 17977555 | SYSTEMS AND METHODS FOR AUTOMATIC SPEECH TRANSLATION | October 2022 | May 2023 | Allow | 6 | 1 | 0 | Yes | No |
| 17976167 | SYSTEM AND/OR METHOD FOR SEMANTIC PARSING OF AIR TRAFFIC CONTROL AUDIO | October 2022 | December 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17971626 | Low Power Voice Activity Detector | October 2022 | July 2024 | Allow | 20 | 0 | 0 | No | No |
| 17969977 | ARTIFICIAL INTELLIGENCE-BASED AUDIO PROCESSING METHOD, APPARATUS, ELECTRONIC DEVICE, COMPUTER-READABLE STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT | October 2022 | January 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 17968140 | APPARATUS AND METHOD FOR PROCESSING NATURAL LANGUAGE | October 2022 | February 2025 | Allow | 28 | 1 | 0 | No | No |
| 17954920 | Authenticating A Call Recording Using Audio Watermarks | September 2022 | August 2024 | Allow | 23 | 1 | 0 | No | No |
| 17951715 | VOICE ASSISTANT ERROR DETECTION SYSTEM | September 2022 | June 2025 | Allow | 32 | 1 | 0 | No | No |
| 17898067 | SPOKEN SENTENCE PROCESSING APPARATUS, METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | August 2022 | December 2024 | Allow | 27 | 1 | 0 | No | No |
| 17883972 | SPEAKER IDENTIFICATION APPARATUS, SPEAKER IDENTIFICATION METHOD, AND RECORDING MEDIUM | August 2022 | May 2025 | Allow | 33 | 2 | 0 | No | No |
| 17817778 | DYNAMIC QUESTION GENERATION FOR INFORMATION-GATHERING | August 2022 | May 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17879552 | METHOD AND SYSTEM FOR INSTRUMENT SEPARATING AND REPRODUCING FOR MIXTURE AUDIO SOURCE | August 2022 | May 2025 | Allow | 34 | 1 | 0 | No | No |
| 17867280 | ELECTRONIC DEVICE AND METHOD OF OUTPUTTING OBJECT GENERATED BASED ON DISTANCE BETWEEN ELECTRONIC DEVICE AND TARGET DEVICE | July 2022 | October 2024 | Allow | 27 | 1 | 0 | No | No |
| 17865828 | TRANSLATION METHOD AND APPARATUS, AND TRANSLATION SYSTEM | July 2022 | December 2023 | Allow | 17 | 1 | 0 | No | No |
| 17866301 | SYSTEM AND/OR METHOD FOR SEMANTIC PARSING OF AIR TRAFFIC CONTROL AUDIO | July 2022 | January 2023 | Allow | 6 | 1 | 0 | No | No |
| 17866278 | SYSTEM AND/OR METHOD FOR SEMANTIC PARSING OF AIR TRAFFIC CONTROL AUDIO | July 2022 | January 2023 | Allow | 6 | 1 | 0 | No | No |
| 17856536 | VIRTUAL ASSISTANT IDENTIFICATION OF NEARBY COMPUTING DEVICES | July 2022 | October 2023 | Allow | 15 | 0 | 0 | Yes | No |
| 17806565 | SYSTEM AND METHOD FOR HANDLING UNSPLIT SEGMENTS IN TRANSCRIPTION OF AIR TRAFFIC COMMUNICATION (ATC) | June 2022 | February 2025 | Allow | 32 | 1 | 0 | No | No |
| 17838181 | REAL-TIME SPEECH-TO-SPEECH GENERATION (RSSG) AND SIGN LANGUAGE CONVERSION APPARATUS, METHOD AND A SYSTEM THEREFORE | June 2022 | September 2022 | Allow | 3 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SHARMA, NEERAJ.
With a 30.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges 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, 21.1% 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 face challenges. Ensure your case has strong merit before committing to full Board review.
⚠ Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.
Examiner SHARMA, NEERAJ works in Art Unit 2659 and has examined 424 patent applications in our dataset. With an allowance rate of 87.3%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 29 months.
Examiner SHARMA, NEERAJ's allowance rate of 87.3% places them in the 66% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by SHARMA, NEERAJ receive 1.93 office actions before reaching final disposition. This places the examiner in the 47% 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 SHARMA, NEERAJ is 29 months. This places the examiner in the 65% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +15.1% benefit to allowance rate for applications examined by SHARMA, NEERAJ. This interview benefit is in the 54% 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, 28.8% of applications are subsequently allowed. This success rate is in the 53% 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 28.0% 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, 16.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 26% 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 54.5% of appeals filed. This is in the 26% percentile among all examiners. Of these withdrawals, 25.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 30.2% are granted (fully or in part). This grant rate is in the 17% 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 1.2% of allowed cases (in the 69% 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 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.