Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18947651 | METHOD AND SYSTEM FOR NOISE REDUCTION IN AIRCRAFT SIMULATOR SOUNDS, DEVICE, AND MEDIUM | November 2024 | April 2025 | Allow | 5 | 0 | 0 | No | No |
| 18942728 | AUDIO SPEECH SIGNAL ANALYSIS FOR FRAUD DETECTION | November 2024 | February 2025 | Allow | 3 | 0 | 0 | Yes | No |
| 18760626 | SPATIAL AUDIO CONVERSATIONAL ANALYSIS FOR ENHANCED CONVERSATION DISCOVERY | July 2024 | June 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18651994 | RAPID EVENT AND TRAUMA DOCUMENTATION USING VOICE CAPTURE | May 2024 | January 2025 | Allow | 9 | 1 | 0 | No | No |
| 18644169 | DETECTING SYNTHETIC SOUNDS IN CALL AUDIO | April 2024 | May 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18605541 | FRAUD DETECTION IN CONTACT CENTERS USING DEEP LEARNING MODEL | March 2024 | February 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18587441 | CLOUD-BASED TEXT REDIRECT WITH MASKING | February 2024 | March 2025 | Abandon | 13 | 1 | 0 | No | No |
| 18440912 | HYPOTHESIS STITCHER FOR SPEECH RECOGNITION OF LONG-FORM AUDIO | February 2024 | April 2025 | Allow | 14 | 2 | 0 | Yes | No |
| 18402679 | TEXT-BASED ROUTING, TRANSFER, AND COMMUNICATION SYSTEM | January 2024 | November 2024 | Allow | 10 | 1 | 0 | No | No |
| 18397586 | METHOD FOR DETERMINING AND LINKING IMPORTANT PARTS AMONG STT RESULT AND REFERENCE DATA | December 2023 | May 2024 | Allow | 4 | 0 | 0 | No | No |
| 18390028 | EARPIECE PASSIVE NOISE ATTENUATING | December 2023 | April 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18541367 | WIRELESS HEADSET SUPPORTING MESSAGES AND HEARING ENHANCEMENT | December 2023 | October 2024 | Allow | 10 | 2 | 0 | Yes | No |
| 18540546 | RECONSTRUCTION OF AUDIO SCENES FROM A DOWNMIX | December 2023 | October 2024 | Allow | 11 | 1 | 0 | No | No |
| 18536600 | Speaker Apparatus | December 2023 | March 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18530787 | INFORMATION PROCESSING DEVICE | December 2023 | May 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18512915 | USING A WEARABLE TO INTERPRET FACIAL SKIN MICROMOVEMENTS | November 2023 | August 2024 | Allow | 9 | 2 | 0 | Yes | No |
| 18503045 | ELECTRONIC DEVICE CONFIGURED TO PERFORM ACTION USING SPEECH RECOGNITION FUNCTION AND METHOD FOR PROVIDING NOTIFICATION RELATED TO ACTION USING SAME | November 2023 | February 2025 | Allow | 15 | 1 | 0 | No | No |
| 18496195 | Method And System For Dynamic Control Of Game Audio Based On Audio Analysis | October 2023 | August 2024 | Allow | 10 | 1 | 0 | Yes | No |
| 18376716 | SYSTEMS AND METHODS FOR FILTERING UNWANTED SOUNDS FROM A CONFERENCE CALL USING VOICE SYNTHESIS | October 2023 | July 2024 | Allow | 10 | 1 | 0 | No | No |
| 18449437 | AUDIO SPATIALIZATION | August 2023 | July 2024 | Allow | 11 | 1 | 0 | No | No |
| 18360725 | CENTRALIZED VALIDATION OF NETWORK CALL PARAMETERS ON DISTRIBUTED NETWORKS USING PROBABILITY MODELS | July 2023 | November 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18217983 | SOUND GENERATING APPARATUS | July 2023 | April 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18217176 | Automated Audio-to-Text Transcription in Multi-Device Teleconferences | June 2023 | October 2024 | Allow | 16 | 2 | 0 | No | No |
| 18211626 | INFORMATION PROCESSING DEVICE AND NON-TRANSITORY RECORDING MEDIUM STORING AN INFORMATION PROCESSING PROGRAM | June 2023 | June 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18331920 | MACHINE LEARNING FOR IMPROVING QUALITY OF VOICE BIOMETRICS | June 2023 | June 2024 | Allow | 12 | 1 | 0 | No | No |
| 18206732 | INFORMATION PROVIDING METHOD AND INFORMATION PROVIDING APPARATUS | June 2023 | May 2024 | Allow | 12 | 1 | 0 | No | No |
| 18324440 | SPEECH PROCESSING | May 2023 | May 2024 | Allow | 11 | 1 | 0 | No | No |
| 18320368 | ECHO DETECTION | May 2023 | February 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18197595 | COMPUTERIZED INTELLIGENT ASSISTANT FOR CONFERENCES | May 2023 | February 2025 | Abandon | 21 | 2 | 0 | Yes | No |
| 18314789 | SYSTEM AND METHOD FOR ELECTRONIC COMMUNICATION | May 2023 | July 2024 | Allow | 14 | 1 | 0 | No | No |
| 18314513 | RAPID EVENT AND TRAUMA DOCUMENTATION USING VOICE CAPTURE | May 2023 | January 2024 | Allow | 8 | 1 | 0 | No | No |
| 18144713 | ARBITRATING BETWEEN MULTIPLE POTENTIALLY-RESPONSIVE ELECTRONIC DEVICES | May 2023 | February 2024 | Allow | 9 | 0 | 0 | No | No |
| 18191872 | SYSTEM AND METHODS FOR AUTOMATED OPT-IN LIST GENERATION USING TEXT REDIRECT | March 2023 | June 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18190889 | SYSTEM AND METHOD FOR OMNICHANNEL TEXT-BASED ROUTING, TRANSFER, AND COMMUNICATION SYSTEM | March 2023 | May 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18185675 | TRAINING DATA AUGMENTATION USING GAZETTEERS AND PERTURBATIONS TO FACILITATE TRAINING NAMED ENTITY RECOGNITION MODELS | March 2023 | May 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18119444 | SYSTEM AND METHOD FOR RUNNING A MULTI-MODULE TELEPHONY APPLICATION | March 2023 | May 2024 | Allow | 15 | 3 | 0 | Yes | No |
| 18174617 | OMNICHANNEL TEXT - BASED ROUTING, TRANSFER, AND COMMUNICATION SYSTEM WITH SMART MASKING OF PERSONAL INFORMATION | February 2023 | December 2023 | Allow | 10 | 2 | 0 | Yes | No |
| 18022901 | LEARNING DEVICE, METHOD, AND PROGRAM | February 2023 | June 2025 | Allow | 28 | 0 | 0 | No | No |
| 18168166 | ELECTRONIC DEVICE CONFIGURED TO PERFORM ACTION USING SPEECH RECOGNITION FUNCTION AND METHOD FOR PROVIDING NOTIFICATION RELATED TO ACTION USING SAME | February 2023 | June 2023 | Allow | 4 | 0 | 0 | No | No |
| 18167653 | Subvocalized Speech Recognition and Command Execution by Machine Learning | February 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18167204 | RECONSTRUCTION OF AUDIO SCENES FROM A DOWNMIX | February 2023 | September 2023 | Allow | 7 | 1 | 0 | No | No |
| 18161086 | SYSTEM AND METHODS FOR UNIVERSAL IDENTIFICATION AND PASSPORT MANAGEMENT | January 2023 | June 2025 | Allow | 29 | 0 | 0 | Yes | No |
| 18157070 | HYPOTHESIS STITCHER FOR SPEECH RECOGNITION OF LONG-FORM AUDIO | January 2023 | November 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 18063073 | INFORMATION PROCESSING APPARATUS, OPERATION METHOD OF INFORMATION PROCESSING APPARATUS, AND OPERATION PROGRAM OF INFORMATION PROCESSING APPARATUS | December 2022 | March 2025 | Allow | 28 | 1 | 0 | No | No |
| 18061151 | METHOD AND APPARATUS FOR DETERMINING ECHO, AND STORAGE MEDIUM | December 2022 | February 2025 | Allow | 26 | 1 | 0 | No | No |
| 17925483 | SPEECH RECOGNITION METHOD, APPARATUS AND DEVICE, AND STORAGE MEDIUM | November 2022 | January 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 17986688 | LIMITING CONTACT IN A NETWORKED CONTACT CENTER ENVIRONMENT | November 2022 | July 2023 | Allow | 8 | 1 | 0 | No | No |
| 18051270 | EMBEDDED AUDIO SENSOR SYSTEM AND METHODS | October 2022 | September 2023 | Allow | 10 | 1 | 0 | No | No |
| 17974053 | AUTOMATED SIG CODE TRANSLATION USING MACHINE LEARNING | October 2022 | October 2023 | Allow | 12 | 2 | 0 | Yes | Yes |
| 17967502 | MUSIC-AWARE SPEAKER DIARIZATION FOR TRANSCRIPTS AND TEXT-BASED VIDEO EDITING | October 2022 | October 2024 | Allow | 24 | 0 | 0 | Yes | No |
| 18047176 | POST-MIXING ACOUSTIC ECHO CANCELLATION SYSTEMS AND METHODS | October 2022 | November 2024 | Allow | 25 | 3 | 0 | Yes | No |
| 18047059 | FRAUD DETECTION IN CONTACT CENTERS USING DEEP LEARNING MODEL | October 2022 | November 2023 | Allow | 13 | 2 | 0 | Yes | No |
| 17967183 | PROCESSING CONTINUED CONVERSATIONS OVER MULTIPLE DEVICES | October 2022 | February 2025 | Allow | 28 | 1 | 0 | No | No |
| 17966405 | INTELLIGENT EXPANDING SIMILAR WORD MODEL SYSTEM AND METHOD THEREOF | October 2022 | February 2025 | Allow | 28 | 0 | 0 | No | No |
| 17953443 | SELF-CONTAINED CONVERSATIONAL EXPERIENCE PREVIEWING | September 2022 | May 2025 | Allow | 32 | 1 | 0 | Yes | No |
| 17951657 | SENSITIVE DATA CONTROL | September 2022 | July 2023 | Allow | 9 | 1 | 0 | Yes | No |
| 17932650 | MULTI-ORDER OPTIMIZED AMBISONICS DECODING | September 2022 | September 2024 | Allow | 24 | 0 | 0 | Yes | No |
| 17911078 | AUDIO DATA IDENTIFICATION APPARATUS | September 2022 | February 2025 | Allow | 29 | 1 | 0 | No | No |
| 17943118 | SYSTEM AND METHODS FOR USING ENHANCED QR CODES IN A CALL TO ACTION | September 2022 | January 2024 | Abandon | 16 | 1 | 0 | Yes | Yes |
| 17942347 | WIRELESS HEADSET SUPPORTING MESSAGES AND HEARING ENHANCEMENT | September 2022 | April 2023 | Allow | 7 | 0 | 0 | Yes | No |
| 17902495 | SYSTEM AND METHOD FOR SUGGESTING AND GENERATING A CUSTOMER SERVICE TEMPLATE | September 2022 | April 2025 | Allow | 31 | 0 | 0 | No | No |
| 17890779 | ACTIVE CALL LAWFUL INTERCEPTION AND PRESERVATION TECHNIQUE | August 2022 | March 2025 | Allow | 31 | 3 | 0 | No | No |
| 17884851 | SYSTEMS AND METHODS FOR FILTERING UNWANTED SOUNDS FROM A CONFERENCE CALL USING VOICE SYNTHESIS | August 2022 | July 2023 | Allow | 11 | 2 | 0 | Yes | No |
| 17883866 | MODIFYING COMMUNICATION CHANNEL INTERACTIONS BASED ON REAL-TIME EVENT TRACKING | August 2022 | January 2024 | Allow | 17 | 3 | 0 | Yes | No |
| 17875402 | SYSTEM AND METHOD FOR OMNICHANNEL TEXT-BASED ROUTING, TRANSFER, AND COMMUNICATION SYSTEM | July 2022 | August 2023 | Allow | 13 | 1 | 0 | Yes | No |
| 17871968 | Creating and Interacting with Data Records having Semantic Vectors and Natural Language Expressions Produced by a Machine-Trained Model | July 2022 | April 2024 | Allow | 21 | 0 | 0 | No | No |
| 17859146 | Inverted Projection for Robust Speech Translation | July 2022 | April 2025 | Allow | 34 | 1 | 0 | No | No |
| 17856096 | Method And System For Dynamic Control Of Game Audio Based On Audio Analysis | July 2022 | July 2023 | Allow | 12 | 2 | 0 | No | No |
| 17851851 | SYSTEM OF AND METHOD FOR AUTOMATICALLY DETECTING SARCASM OF A BATCH OF TEXT | June 2022 | September 2024 | Allow | 26 | 0 | 0 | No | No |
| 17788401 | METHOD AND APPARATUS FOR QUERYING QUESTIONS, DEVICE, AND STORAGE MEDIUM | June 2022 | November 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17845297 | TRAINING A BOT ORCHESTRATOR FOR CHATBOTS | June 2022 | May 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 17786138 | FILTER ADAPTATION STEP SIZE CONTROL FOR ECHO CANCELLATION | June 2022 | July 2023 | Allow | 13 | 1 | 0 | No | No |
| 17745130 | COGNITIVE ANALYSIS OF PUBLIC COMMUNICATIONS | May 2022 | October 2023 | Allow | 17 | 1 | 0 | No | No |
| 17741285 | AUDIO SIGNAL PROCESSING METHOD, APPARATUS AND DEVICE, AND STORAGE MEDIUM | May 2022 | February 2024 | Allow | 21 | 0 | 0 | No | No |
| 17722680 | ANALYZING AUDIO SIGNALS FOR DEVICE SELECTION | April 2022 | March 2024 | Allow | 23 | 3 | 0 | Yes | No |
| 17711999 | SYSTEM AND METHOD FOR OMNICHANNEL TEXT - BASED COMMUNICATION SYSTEM UTILIZING A SECURE SMART MOBILE USER DEVICE | April 2022 | June 2025 | Allow | 39 | 1 | 0 | Yes | No |
| 17650868 | SYSTEMS AND METHODS FOR PHISHING MONITORING | February 2022 | February 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17648863 | DETECTING AND RESOLVING FRAUDULENT CALLS | January 2022 | September 2023 | Allow | 20 | 1 | 0 | Yes | No |
| 17578184 | ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF | January 2022 | July 2023 | Allow | 18 | 1 | 0 | No | No |
| 17569994 | SERVER FOR IDENTIFYING FALSE WAKEUP AND METHOD FOR CONTROLLING THE SAME | January 2022 | January 2024 | Allow | 25 | 1 | 0 | No | No |
| 17562796 | SYSTEM AND METHOD FOR SPOOFING DETECTION | December 2021 | January 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17549318 | EARPIECE PASSIVE NOISE ATTENUATING | December 2021 | September 2023 | Allow | 21 | 2 | 0 | Yes | No |
| 17542564 | SPEECH ANALYSER AND RELATED METHOD | December 2021 | May 2024 | Abandon | 29 | 1 | 0 | No | No |
| 17612522 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM | November 2021 | November 2023 | Allow | 24 | 0 | 0 | Yes | No |
| 17608509 | PRESENTATION TRANSCRIPTS | November 2021 | May 2024 | Abandon | 30 | 1 | 0 | No | No |
| 17453431 | DETECTING SYNTHETIC SOUNDS IN CALL AUDIO | November 2021 | February 2024 | Allow | 27 | 2 | 0 | Yes | No |
| 17608731 | READING DISAMBIGUATION DEVICE, READING DISAMBIGUATION METHOD, AND READING DISAMBIGUATION PROGRAM | November 2021 | December 2024 | Allow | 37 | 1 | 0 | No | No |
| 17513382 | VOICE COMMAND HANDLER FOR PROGRAMMING STIMULATION SYSTEMS AND METHODS OF USING | October 2021 | January 2024 | Allow | 27 | 1 | 0 | Yes | No |
| 17512506 | REAL-TIME LOW-COMPLEXITY ECHO CANCELLATION | October 2021 | March 2025 | Allow | 40 | 2 | 0 | No | Yes |
| 17507855 | SUPPORT APPARATUS, GENERATION APPARATUS, ANALYSIS APPARATUS, SUPPORT METHOD, GENERATION METHOD, ANALYSIS METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM | October 2021 | July 2024 | Allow | 33 | 1 | 0 | Yes | No |
| 17291953 | SHARED AI SPEAKER | September 2021 | April 2024 | Abandon | 35 | 1 | 0 | No | No |
| 17489538 | ECHO CANCELLATION USING NEURAL NETWORKS FOR ENVIRONMENTS WITH UNSYNCHRONIZED DEVICES FOR AUDIO CAPTURE AND RENDERING | September 2021 | September 2023 | Allow | 23 | 0 | 0 | Yes | No |
| 17487788 | SAFETY SYSTEM FOR DROWNING PREVENTION | September 2021 | January 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17593822 | LANGUAGE IDENTIFYING DEVICE AND COMPUTER PROGRAM FOR SAME, AND SPEECH PROCESSING DEVICE | September 2021 | April 2024 | Allow | 30 | 1 | 0 | Yes | No |
| 17448616 | METHOD, SYSTEM, AND COMPUTER-READABLE RECORDING MEDIUM FOR MANAGING TEXT TRANSCRIPT AND MEMO FOR AUDIO FILE | September 2021 | June 2024 | Allow | 33 | 2 | 0 | Yes | No |
| 17441009 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | September 2021 | March 2024 | Allow | 30 | 1 | 0 | No | No |
| 17437665 | ECHO SUPPRESSION DEVICE, ECHO SUPPRESSION METHOD, AND ECHO SUPPRESSION PROGRAM | September 2021 | April 2024 | Allow | 31 | 0 | 0 | No | No |
| 17434166 | METHOD AND APPARATUS FOR PROVIDING PERSONALIZED COOKING SERVICE | August 2021 | November 2024 | Abandon | 39 | 2 | 0 | No | No |
| 17433987 | INFORMATION PROCESSING DEVICE | August 2021 | August 2023 | Allow | 24 | 1 | 0 | No | No |
| 17432056 | EMERGENCY COMMUNICATION SYSTEM WITH CONTEXTUAL SNIPPETS | August 2021 | April 2023 | Allow | 20 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ELAHEE, MD S.
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 ELAHEE, MD S works in Art Unit 2694 and has examined 193 patent applications in our dataset. With an allowance rate of 93.3%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 26 months.
Examiner ELAHEE, MD S's allowance rate of 93.3% places them in the 80% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by ELAHEE, MD S receive 1.83 office actions before reaching final disposition. This places the examiner in the 56% 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 ELAHEE, MD S is 26 months. This places the examiner in the 62% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +4.9% benefit to allowance rate for applications examined by ELAHEE, MD S. This interview benefit is in the 29% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 28.7% of applications are subsequently allowed. This success rate is in the 43% 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 40.8% of cases where such amendments are filed. This entry rate is in the 55% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.
When applicants request a pre-appeal conference (PAC) with this examiner, 181.8% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 92% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.
This examiner withdraws rejections or reopens prosecution in 87.5% of appeals filed. This is in the 78% percentile among all examiners. Of these withdrawals, 61.9% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.
When applicants file petitions regarding this examiner's actions, 46.7% are granted (fully or in part). This grant rate is in the 53% 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 0.0% 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 16.7% of allowed cases (in the 92% 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.