Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19308532 | CHATBOTS WITH NON-LINEAR CONVERSATIONS | August 2025 | November 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 19169785 | Quality Assurance Systems Based on Speaker Intent Detection | April 2025 | May 2025 | Allow | 2 | 0 | 0 | No | No |
| 19014030 | DIGITAL ASSISTANT FOR PROVIDING AND MODIFYING AN OUTPUT OF AN ELECTRONIC DOCUMENT | January 2025 | July 2025 | Allow | 6 | 3 | 0 | Yes | No |
| 18788501 | VOICE SIGNAL PROCESSING DEVICE, VOICE SIGNAL PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE RECORDING MEDIUM STORING VOICE SIGNAL PROCESSING PROGRAM | July 2024 | February 2026 | Allow | 19 | 0 | 0 | No | No |
| 18767882 | METHODS FOR NON-AUDIBLE SPEECH DETECTION | July 2024 | August 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18754146 | SPEECH BRAIN-COMPUTER INTERFACE NEURAL DECODING SYSTEMS BASED ON CHINESE LANGUAGE AND IMPLEMENTATION METHODS THEREOF | June 2024 | September 2024 | Allow | 3 | 0 | 0 | No | No |
| 18739555 | Audio Analytics System And Methods Of Use Thereof | June 2024 | March 2026 | Abandon | 21 | 4 | 0 | Yes | Yes |
| 18591497 | SELF-ATTENTION-BASED SPEECH QUALITY MEASURING METHOD AND SYSTEM FOR REAL-TIME AIR TRAFFIC CONTROL | February 2024 | April 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18414321 | DIGITAL ASSISTANT FOR PROVIDING AND MODIFYING AN OUTPUT OF AN ELECTRONIC DOCUMENT | January 2024 | December 2024 | Allow | 11 | 3 | 0 | Yes | No |
| 18406418 | APPARATUS AND METHOD FOR DETERMINING BRAIN LANGUAGE AREA INVASION BASED ON SPEECH DATA | January 2024 | March 2026 | Allow | 26 | 1 | 0 | Yes | No |
| 18406094 | AUDIO-VISUAL SPEECH RECOGNITION CONTROL FOR WEARABLE DEVICES | January 2024 | December 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18390830 | UTILIZING GENERATIVE MODEL IN GENERATING SUMMARY OF LONG-FORM CONTENT | December 2023 | January 2026 | Allow | 25 | 1 | 0 | Yes | No |
| 18388291 | AEROSOL QUANTITY ESTIMATION METHOD, AEROSOL QUANTITY ESTIMATION DEVICE, AND RECORDING MEDIUM | November 2023 | August 2025 | Allow | 21 | 0 | 0 | No | No |
| 18497188 | HEALTH MONITORING SYSTEM AND APPLIANCE | October 2023 | October 2025 | Abandon | 23 | 1 | 0 | No | No |
| 18385227 | AUDIO BUFFER OPTIMIZATION | October 2023 | January 2026 | Allow | 26 | 1 | 0 | Yes | No |
| 18380059 | COMPUTER NETWORK ACTIVITY SUMMARIZER AND CHAT INTERFACE | October 2023 | March 2026 | Allow | 29 | 2 | 0 | Yes | No |
| 18482418 | CONTROLLING LOCAL RENDERING OF REMOTE ENVIRONMENTAL AUDIO | October 2023 | March 2026 | Allow | 29 | 1 | 0 | No | No |
| 18475309 | SINGING SOUND OUTPUT SYSTEM AND METHOD | September 2023 | February 2026 | Abandon | 29 | 2 | 0 | No | No |
| 18241885 | MACHINE-TRAINED NETWORK DETECTING CONTEXT-SENSITIVE WAKE EXPRESSIONS FOR A DIGITAL ASSISTANT | September 2023 | December 2025 | Abandon | 28 | 1 | 0 | No | No |
| 18457121 | Method and Apparatus for Detecting Correctness of Pitch Period | August 2023 | December 2025 | Allow | 28 | 1 | 0 | No | No |
| 18237362 | MULTIPLE STATE DIGITAL ASSISTANT FOR CONTINUOUS DIALOG | August 2023 | November 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18454031 | SELF-ADJUSTING ASSISTANT LLMS ENABLING ROBUST INTERACTION WITH BUSINESS LLMS | August 2023 | December 2025 | Allow | 28 | 2 | 0 | No | No |
| 18236777 | METHOD OF EDITING SPEECH RECOGNITION RESULT | August 2023 | October 2024 | Allow | 14 | 3 | 0 | Yes | No |
| 18361468 | DYNAMICALLY ADAPTING ON-DEVICE MODELS, OF GROUPED ASSISTANT DEVICES, FOR COOPERATIVE PROCESSING OF ASSISTANT REQUESTS | July 2023 | August 2024 | Allow | 13 | 0 | 0 | No | No |
| 18341681 | GENERATIVE THOUGHT STARTERS | June 2023 | November 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18340767 | METHOD FOR DETECTING SPEECH IN AUDIO DATA | June 2023 | January 2024 | Allow | 7 | 1 | 0 | Yes | No |
| 18209376 | RESPONSIVE NOISE CANCELATION OVERRIDE | June 2023 | August 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18207827 | IDENTIFYING USER CONTENT | June 2023 | July 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18320206 | NEURAL-NETWORK-BASED APPROACH FOR SPEECH DENOISING | May 2023 | September 2023 | Allow | 4 | 1 | 0 | No | No |
| 18251874 | DIALOGUE UNDERSTANDING METHOD, APPARATUS, READABLE MEDIUM AND ELECTRONIC DEVICE | May 2023 | October 2025 | Allow | 29 | 1 | 0 | No | No |
| 18129469 | SYSTEMS AND METHODS FOR BRAIN-INFORMED SPEECH SEPARATION | March 2023 | September 2023 | Allow | 5 | 0 | 0 | Yes | No |
| 18246796 | WORD ALIGNMENT APPARATUS, LEARNING APPARATUS, WORD ALIGNMENT METHOD, LEARNING METHOD AND PROGRAM | March 2023 | November 2025 | Abandon | 32 | 1 | 0 | No | No |
| 18120483 | ESTIMATION OF BACKGROUND NOISE IN AUDIO SIGNALS | March 2023 | February 2025 | Allow | 23 | 2 | 0 | No | No |
| 18180329 | Cockpit Voice Recorder Decoder | March 2023 | August 2025 | Allow | 30 | 1 | 0 | No | No |
| 18118682 | METHOD AND APPARATUS FOR RECONSTRUCTING VOICE CONVERSATION | March 2023 | August 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18169707 | TEXT GENERATION INTERFACE SYSTEM | February 2023 | September 2024 | Allow | 19 | 3 | 0 | Yes | No |
| 18152553 | Schema-Guided Response Generation | January 2023 | November 2025 | Allow | 35 | 2 | 0 | Yes | No |
| 18093972 | POLICY AUTHORING FOR TASK STATE TRACKING DURING DIALOGUE | January 2023 | February 2026 | Abandon | 37 | 4 | 0 | Yes | No |
| 18062932 | VOICE MESSAGE CAPTURING SYSTEM | December 2022 | August 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 18071187 | METHOD OF PROCESSING AUDIO DATA, ELECTRONIC DEVICE AND STORAGE MEDIUM | November 2022 | March 2024 | Allow | 15 | 2 | 0 | No | No |
| 18054604 | Two-Level Speech Prosody Transfer | November 2022 | February 2025 | Allow | 27 | 3 | 0 | Yes | No |
| 17983556 | SESSION MESSAGE GENERATION METHOD, APPARATUS AND STORAGE MEDIUM AND DEVICE | November 2022 | July 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17970169 | AUTOMATED PIPELINE SELECTION FOR SYNTHESIS OF AUDIO ASSETS | October 2022 | August 2024 | Allow | 22 | 1 | 0 | No | No |
| 17969922 | MODEL CAPABILITY EXTRACTION | October 2022 | July 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17955647 | METHOD OF IDENTIFYING TARGET DEVICE BASED ON RECEPTION OF UTTERANCE AND ELECTRONIC DEVICE THEREFOR | September 2022 | May 2025 | Allow | 32 | 2 | 0 | No | No |
| 17954767 | VIDEO QUESTION ANSWERING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | September 2022 | April 2025 | Allow | 30 | 2 | 0 | No | No |
| 17935378 | METHOD, DEVICE, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM TO PROVIDE AUDIO ENGAGEMENT SERVICE FOR COLLECTING PRONUNCIATIONS BY ACCENT | September 2022 | June 2025 | Allow | 32 | 2 | 0 | Yes | No |
| 17934258 | METHOD AND SYSTEM FOR NEURAL DOCUMENT EMBEDDING BASED ONTOLOGY MAPPING | September 2022 | August 2024 | Allow | 23 | 0 | 0 | No | No |
| 17911637 | AUGMENTED REALITY DEVICE PERFORMING AUDIO RECOGNITION AND CONTROL METHOD THEREFOR | September 2022 | July 2025 | Allow | 34 | 2 | 0 | Yes | No |
| 17901038 | ELECTRONIC DEVICE AND METHOD FOR PROCESSING USER INPUT | September 2022 | November 2024 | Allow | 27 | 1 | 0 | No | No |
| 17908638 | SERVER, SPECIFYING SYSTEM, SPECIFYING METHOD, AND STORAGE MEDIUM STORING SPECIFYING PROGRAM | September 2022 | June 2025 | Abandon | 33 | 2 | 0 | No | No |
| 17802888 | EMOTION RECOGNITION APPARATUS, EMOTION RECOGNITION MODEL LEARNING APPARATUS, METHODS AND PROGRAMS FOR THE SAME | August 2022 | June 2025 | Abandon | 33 | 2 | 0 | No | No |
| 17892169 | FUZZY MATCHING OF OBSCURE TEXTS WITH MEANINGFUL TERMS INCLUDED IN A GLOSSARY | August 2022 | March 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 17820878 | VOICE ACTIVITY DETECTION APPARATUS, LEARNING APPARATUS, AND STORAGE MEDIUM | August 2022 | March 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 17820765 | DISPLAY METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | August 2022 | February 2025 | Allow | 30 | 2 | 0 | No | No |
| 17886083 | Method, hearing system, and computer program for improving a listening experience of a user wearing a hearing device | August 2022 | November 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17797872 | SEQUENCE MODELING USING IMPUTATION | August 2022 | October 2024 | Allow | 26 | 1 | 0 | Yes | No |
| 17881999 | METHOD AND APPARATUS FOR GENERATING INTERACTION RECORD, AND DEVICE AND MEDIUM | August 2022 | May 2024 | Allow | 21 | 3 | 1 | No | No |
| 17879213 | PROVIDING ACCESS TO USER-CONTROLLED RESOURCES BY AUTOMATED ASSISTANTS | August 2022 | August 2024 | Allow | 24 | 1 | 0 | No | No |
| 17875816 | METHOD AND SYSTEM FOR TIME AND FEATURE MODIFICATION OF SIGNALS | July 2022 | February 2025 | Allow | 31 | 2 | 0 | Yes | No |
| 17870510 | Intent Identification for Dialogue Support | July 2022 | August 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17759169 | CONTEXTUAL SEARCH IN COLLABORATIVE COMMUNICATIONS APPLICATIONS | July 2022 | July 2025 | Allow | 36 | 3 | 0 | Yes | No |
| 17868932 | Privacy Device For Smart Speakers | July 2022 | March 2023 | Allow | 7 | 0 | 0 | Yes | No |
| 17860709 | SYSTEM AND METHOD FOR GENERATING A RESPONSE TO A USER QUERY | July 2022 | November 2024 | Abandon | 29 | 1 | 0 | No | No |
| 17856031 | METHOD AND SYSTEM FOR LOSSLESS VALUE-LOCATION ENCODING | July 2022 | May 2024 | Allow | 22 | 2 | 0 | No | No |
| 17810132 | APPARATUS AND METHOD FOR IMPROVED CONCEALMENT OF THE ADAPTIVE CODEBOOK IN A CELP-LIKE CONCEALMENT EMPLOYING IMPROVED PITCH LAG ESTIMATION | June 2022 | October 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17810032 | HEALTH MONITORING SYSTEM AND APPLIANCE | June 2022 | September 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17809286 | COMPUTER TECHNOLOGY FOR CONTROLLING DIGITAL TWIN SIMULATION IN VOICE ASSISTANT DEVICES | June 2022 | August 2025 | Allow | 38 | 2 | 0 | No | No |
| 17788150 | PATHOLOGICAL CONDITION ANALYSIS SYSTEM, PATHOLOGICAL CONDITION ANALYSIS DEVICE, PATHOLOGICAL CONDITION ANALYSIS METHOD, AND PATHOLOGICAL CONDITION ANALYSIS PROGRAM | June 2022 | October 2025 | Abandon | 40 | 4 | 0 | Yes | No |
| 17750598 | Privacy Device For Smart Speakers | May 2022 | January 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 17747345 | Data Synthesis for Domain Development of Natural Language Understanding for Assistant Systems | May 2022 | March 2025 | Abandon | 34 | 2 | 0 | Yes | No |
| 17742093 | METHOD AND SYSTEM FOR CONTROLLING AN APPLICATION FEATURE BASED ON SYSTEM METRICS | May 2022 | March 2026 | Allow | 46 | 3 | 0 | Yes | No |
| 17661794 | TRAINING ACOUSTIC MODELS USING CONNECTIONIST TEMPORAL CLASSIFICATION | May 2022 | June 2023 | Allow | 13 | 2 | 0 | Yes | No |
| 17761643 | AUDIO SIGNAL PROCESSING DEVICE, AUDIO SIGNAL PROCESSING METHOD, AND STORAGE MEDIUM | March 2022 | October 2024 | Abandon | 30 | 2 | 0 | No | No |
| 17675023 | METHOD FOR NEURAL BEAMFORMING, CHANNEL SHORTENING AND NOISE REDUCTION | February 2022 | July 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17674086 | HIERARCHICAL GENERATED AUDIO DETECTION SYSTEM | February 2022 | March 2023 | Allow | 13 | 2 | 0 | Yes | No |
| 17672298 | ADAPTIVE MULTI-STAGE OUTPUT GAIN | February 2022 | August 2024 | Allow | 30 | 1 | 0 | No | No |
| 17671557 | MACHINE-TRAINED NETWORK DETECTING CONTEXT-SENSITIVE WAKE EXPRESSIONS FOR A DIGITAL ASSISTANT | February 2022 | April 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17666900 | ELECTRONIC DEVICE INCLUDING SPEAKER AND MICROPHONE AND METHOD FOR OPERATING THE SAME | February 2022 | January 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17667212 | METHOD AND ELECTRONIC APPARATUS FOR DETECTING TAMPERING AUDIO, AND STORAGE MEDIUM | February 2022 | February 2023 | Allow | 12 | 2 | 0 | Yes | No |
| 17630198 | STICKERING METHOD AND SYSTEM FOR LINKING CONTEXTUAL TEXT ELEMENTS TO ACTIONS | January 2022 | January 2025 | Abandon | 35 | 1 | 0 | No | No |
| 17578737 | DEREVERBERATION AND NOISE REDUCTION | January 2022 | December 2024 | Allow | 35 | 4 | 0 | Yes | No |
| 17572095 | ELECTRONIC DEVICE FOR SUPPORTING ARTIFICIAL INTELLIGENCE AGENT SERVICES TO TALK TO USERS | January 2022 | September 2023 | Allow | 20 | 1 | 0 | Yes | No |
| 17626104 | APPARATUS FOR OUTPUTTING AN AUDIO SIGNAL IN A VEHICLE CABIN | January 2022 | March 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17563299 | METHOD AND SYSTEM FOR AUTOMATIC AUGMENTATION OF SIGN LANGUAGE TRANSLATION IN GLOSS UNITS | December 2021 | January 2025 | Allow | 37 | 2 | 0 | No | No |
| 17558447 | TWO-WAY COMMUNICATION SUPPORT SYSTEM AND STORAGE MEDIUM | December 2021 | March 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17547947 | NATURAL LANGUAGE INTERACTIONS WITH INTERACTIVE VISUAL CONTENT | December 2021 | July 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17545883 | EXTERNAL VOICE WAKE-UP DEVICE AND METHOD OF CONTROLLING SAME | December 2021 | November 2023 | Abandon | 23 | 2 | 0 | No | No |
| 17545710 | SYSTEMS AND METHODS FOR SEPARATING AND IDENTIFYING AUDIO IN AN AUDIO FILE USING MACHINE LEARNING | December 2021 | April 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17543980 | ANALYSING SPEECH SIGNALS | December 2021 | April 2025 | Allow | 40 | 3 | 0 | No | No |
| 17538683 | CONTEXT-AWARE PROSODY CORRECTION OF EDITED SPEECH | November 2021 | July 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17533358 | GENERATING ADAPTIVE TEXTUAL EXPLANATIONS OF OUTPUT PREDICTED BY TRAINED ARTIFICIAL-INTELLIGENCE PROCESSES | November 2021 | September 2024 | Allow | 34 | 1 | 0 | Yes | No |
| 17532620 | LOOPBACK AUDIO CHANNELS FOR ECHO CANCELLATION IN WEB BROWSERS | November 2021 | August 2022 | Allow | 8 | 1 | 0 | Yes | No |
| 17531740 | ELECTRONIC DEVICE AND METHOD FOR CONTACT TRACING | November 2021 | June 2023 | Allow | 18 | 1 | 0 | Yes | No |
| 17455521 | CREATION OF A MINUTE FROM A RECORD OF A TELECONFERENCE | November 2021 | October 2023 | Allow | 23 | 1 | 0 | Yes | No |
| 17517568 | WAKE WORD METHOD TO PROLONG THE CONVERSATIONAL STATE BETWEEN HUMAN AND A MACHINE IN EDGE DEVICES | November 2021 | April 2024 | Allow | 29 | 2 | 0 | Yes | No |
| 17605121 | Audio Signal Processing Method and Related Product | October 2021 | March 2025 | Abandon | 41 | 2 | 0 | No | No |
| 17503849 | ELECTRONIC DEVICE AND CONTROLLING METHOD THEREOF | October 2021 | February 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17496706 | SYSTEM AND METHOD FOR IMPLEMENTING A VIRTUAL CAREGIVER | October 2021 | September 2024 | Allow | 35 | 1 | 0 | Yes | No |
| 17599041 | WORD PROCESSING SYSTEM AND WORD PROCESSING METHOD | September 2021 | September 2023 | Allow | 24 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SIRJANI, FARIBA.
With a 12.5% 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, 19.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ 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 SIRJANI, FARIBA works in Art Unit 2659 and has examined 475 patent applications in our dataset. With an allowance rate of 77.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 30 months.
Examiner SIRJANI, FARIBA's allowance rate of 77.7% places them in the 45% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by SIRJANI, FARIBA receive 2.41 office actions before reaching final disposition. This places the examiner in the 69% 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 SIRJANI, FARIBA is 30 months. This places the examiner in the 60% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +31.7% benefit to allowance rate for applications examined by SIRJANI, FARIBA. This interview benefit is in the 79% 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, 27.3% of applications are subsequently allowed. This success rate is in the 47% 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 28.9% of cases where such amendments are filed. This entry rate is in the 41% 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 60.0% of appeals filed. This is in the 36% percentile among all examiners. Of these withdrawals, 33.3% 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, 41.9% are granted (fully or in part). This grant rate is in the 33% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.
Examiner's Amendments: This examiner makes examiner's amendments in 1.3% of allowed cases (in the 70% 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.