Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19194354 | AUDIO SPEECH SIGNAL ANALYSIS FOR FRAUD DETECTION | April 2025 | July 2025 | Allow | 2 | 0 | 0 | No | No |
| 19188784 | FACILITATING SUB-GROUP HOPPING IN CALL SESSIONS FOR ADAPTIVE CONTENT FLOWS | April 2025 | September 2025 | Allow | 5 | 1 | 0 | No | No |
| 19169882 | Customer Agent Recording Systems and Methods | April 2025 | July 2025 | Allow | 4 | 1 | 0 | No | No |
| 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 |
| 18882696 | SYSTEM AND METHOD FOR ENHANCED CUSTOMER SERVICE THROUGH AUTOMATED REAL-TIME FAQ GENERATION FROM CALL CENTER INTERACTIONS | September 2024 | May 2025 | Allow | 8 | 1 | 0 | Yes | No |
| 18810483 | SYSTEM AND METHODS FOR USING ENHANCED QR CODES IN A CALL TO ACTION | August 2024 | February 2026 | Allow | 18 | 1 | 0 | No | No |
| 18760626 | SPATIAL AUDIO CONVERSATIONAL ANALYSIS FOR ENHANCED CONVERSATION DISCOVERY | July 2024 | June 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18754631 | Contextual Digital Assistant for Presentation Assistance | June 2024 | February 2026 | Allow | 20 | 1 | 0 | Yes | No |
| 18651994 | RAPID EVENT AND TRAUMA DOCUMENTATION USING VOICE CAPTURE | May 2024 | January 2025 | Allow | 9 | 1 | 0 | No | No |
| 18645198 | MODIFYING COMMUNICATION CHANNEL INTERACTIONS BASED ON REAL-TIME EVENT TRACKING | April 2024 | March 2025 | Allow | 11 | 1 | 0 | No | No |
| 18644169 | DETECTING SYNTHETIC SOUNDS IN CALL AUDIO | April 2024 | May 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18634647 | VOICE COMMAND HANDLER FOR PROGRAMMING STIMULATION SYSTEMS AND METHODS OF USING | April 2024 | July 2025 | Allow | 15 | 2 | 0 | Yes | No |
| 18611079 | SYSTEM AND METHOD OF ASSEMBLING AN ADJUSTABLE CLAMPING EAR CUP ASSEMBLY FOR AN AUDIO HEADSET | March 2024 | January 2026 | Allow | 22 | 0 | 0 | No | No |
| 18605541 | FRAUD DETECTION IN CONTACT CENTERS USING DEEP LEARNING MODEL | March 2024 | February 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18687779 | DISASTER PLAN IMPLEMENTATION FOR A UNIFIED COMMUNICATIONS NETWORK | February 2024 | October 2025 | Allow | 20 | 0 | 0 | No | 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 |
| 18432139 | EMBEDDED AUDIO SENSOR SYSTEM AND METHODS | February 2024 | August 2025 | Allow | 19 | 2 | 0 | No | No |
| 18402679 | TEXT-BASED ROUTING, TRANSFER, AND COMMUNICATION SYSTEM | January 2024 | November 2024 | Allow | 10 | 1 | 0 | No | No |
| 18401257 | METHOD AND APPARATUS FOR ENCODING A MULTI-CHANNEL AUDIO, ELECTRONIC DEVICE, AND STORAGE MEDIUM | December 2023 | December 2025 | Allow | 23 | 0 | 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 |
| 18540283 | NATURAL LANGUAGE GENERATION | December 2023 | December 2025 | Allow | 24 | 0 | 0 | No | No |
| 18540546 | RECONSTRUCTION OF AUDIO SCENES FROM A DOWNMIX | December 2023 | October 2024 | Allow | 11 | 1 | 0 | No | No |
| 18537818 | Fake voice detection method based on dual-track differential modeling | December 2023 | October 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18538803 | EMPLOYEE EXPERIENCE SCORE | December 2023 | January 2026 | Allow | 25 | 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 |
| 18564884 | VOICE INPUT DISAMBIGUATION | November 2023 | January 2026 | Abandon | 26 | 1 | 0 | No | No |
| 18520157 | CONDITIONAL ALERTING IN EMERGENCY CALLS | November 2023 | October 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18512915 | USING A WEARABLE TO INTERPRET FACIAL SKIN MICROMOVEMENTS | November 2023 | August 2024 | Allow | 9 | 2 | 0 | Yes | No |
| 18502581 | METHOD AND APPARATUS FOR PROCESSING AUDIO DATA, DEVICE, STORAGE MEDIUM | November 2023 | February 2026 | Allow | 27 | 1 | 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 |
| 18380966 | Multi-Modal Embeddings of User Interactions | October 2023 | September 2025 | Allow | 23 | 0 | 0 | No | No |
| 18483394 | MONITORING COMPLIANCE OF A GENERATIVE LANGUAGE MODEL WITH AN OUTPUT CHARACTERISTIC RUBRIC | October 2023 | October 2025 | Allow | 24 | 1 | 0 | No | 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 |
| 18376147 | SENSITIVE DATA CONTROL | October 2023 | March 2026 | Allow | 30 | 4 | 0 | Yes | No |
| 18553378 | Estimating an optimized mask for processing acquired sound data | September 2023 | September 2025 | Allow | 23 | 0 | 0 | No | No |
| 18474977 | Conversational Artificial Intelligence Platform | September 2023 | November 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18370387 | VOICE ACTIVITY DETECTION METHOD AND SYSTEM, AND VOICE ENHANCEMENT METHOD AND SYSTEM | September 2023 | October 2025 | Allow | 25 | 1 | 0 | No | No |
| 18461143 | SYSTEMS AND METHODS FOR UPDATING LARGE LANGUAGE MODELS | September 2023 | July 2025 | Allow | 22 | 1 | 0 | No | No |
| 18460661 | SYSTEM AND METHODS FOR AUTOMATING ACTIONS USING TEXT REDIRECTION | September 2023 | December 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18234287 | EMERGENCY COMMUNICATION SYSTEM WITH CONTEXTUAL SNIPPETS | August 2023 | July 2025 | Allow | 23 | 3 | 0 | Yes | 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 |
| 18215509 | METHOD AND SYSTEM FOR TRAINING A VIRTUAL AGENT USING OPTIMAL UTTERANCES | June 2023 | November 2025 | Allow | 28 | 1 | 0 | Yes | 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 |
| 18199487 | SYSTEM AND METHOD FOR CONCURRENTLY JOINING VOICE AND WEB CHANNELS | May 2023 | March 2026 | Allow | 34 | 1 | 0 | Yes | No |
| 18320368 | ECHO DETECTION | May 2023 | February 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18319342 | INFORMATION PROCESSING APPARATUS, CONTROL METHOD OF INFORMATION PROCESSING APPARATUS, AND STORAGE MEDIUM | May 2023 | September 2025 | Allow | 28 | 1 | 0 | No | No |
| 18197595 | COMPUTERIZED INTELLIGENT ASSISTANT FOR CONFERENCES | May 2023 | February 2025 | Abandon | 21 | 2 | 0 | Yes | No |
| 18314513 | RAPID EVENT AND TRAUMA DOCUMENTATION USING VOICE CAPTURE | May 2023 | January 2024 | Allow | 8 | 1 | 0 | No | No |
| 18314789 | SYSTEM AND METHOD FOR ELECTRONIC COMMUNICATION | May 2023 | July 2024 | Allow | 14 | 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 |
| 18177590 | SYSTEM AND METHODS FOR SOFT CREDIT APPROVAL USING TEXT REDIRECT | March 2023 | July 2025 | Allow | 28 | 1 | 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 |
| 18041866 | SYSTEM AND METHOD ENABLING A USER TO SELECT AN AUDIO STREAM OF CHOICE | February 2023 | August 2025 | Abandon | 30 | 1 | 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 |
| 18167204 | RECONSTRUCTION OF AUDIO SCENES FROM A DOWNMIX | February 2023 | September 2023 | Allow | 7 | 1 | 0 | No | No |
| 18167653 | Subvocalized Speech Recognition and Command Execution by Machine Learning | February 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18107666 | NATURAL LANGUAGE PROMPT GENERATION | February 2023 | October 2025 | Allow | 33 | 0 | 0 | No | No |
| 18161086 | SYSTEM AND METHODS FOR UNIVERSAL IDENTIFICATION AND PASSPORT MANAGEMENT | January 2023 | June 2025 | Allow | 29 | 0 | 0 | Yes | No |
| 18099577 | HYBRID DIGITAL SIGNAL PROCESSING-ARTIFICIAL INTELLIGENCE ACOUSTIC ECHO CANCELLATION FOR VIRTUAL CONFERENCES | January 2023 | December 2025 | Allow | 35 | 2 | 0 | No | No |
| 18157070 | HYPOTHESIS STITCHER FOR SPEECH RECOGNITION OF LONG-FORM AUDIO | January 2023 | November 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 18083113 | SOURCE AGNOSTIC CALL RECORDING AND CHAT INGESTION | December 2022 | August 2025 | Allow | 32 | 2 | 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 |
| 18070128 | CROSS-LINGUAL NATURAL LANGUAGE UNDERSTANDING MODEL FOR MULTI-LANGUAGE NATURAL LANGUAGE UNDERSTANDING (mNLU) | November 2022 | December 2025 | Allow | 36 | 0 | 0 | Yes | No |
| 18059389 | METHOD OF TRAINING DEEP LEARNING MODEL AND METHOD OF PROCESSING TEXT DATA | November 2022 | December 2025 | Allow | 36 | 1 | 0 | No | No |
| 17989395 | AUDIO DATA TRANSMISSION METHOD AND RELATED APPARATUS | November 2022 | August 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 18056030 | FUZZY SEARCH ENGINES FOR NETWORK DATABASES | November 2022 | October 2025 | Allow | 35 | 1 | 0 | Yes | 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 |
| 17985286 | METHOD AND APPARATUS FOR TRAINING LANGUAGE MODEL FOR MULTI-MODAL DIALOG | November 2022 | September 2025 | Allow | 34 | 1 | 0 | Yes | No |
| 18051270 | EMBEDDED AUDIO SENSOR SYSTEM AND METHODS | October 2022 | September 2023 | Allow | 10 | 1 | 0 | No | No |
| 18050041 | Tunable Confidence Intervals for On-device Natural Language Understanding Models | October 2022 | August 2025 | Allow | 33 | 0 | 0 | No | No |
| 17974053 | AUTOMATED SIG CODE TRANSLATION USING MACHINE LEARNING | October 2022 | October 2023 | Allow | 12 | 2 | 0 | Yes | Yes |
| 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 |
| 17967502 | MUSIC-AWARE SPEAKER DIARIZATION FOR TRANSCRIPTS AND TEXT-BASED VIDEO EDITING | October 2022 | October 2024 | Allow | 24 | 0 | 0 | Yes | No |
| 17966405 | INTELLIGENT EXPANDING SIMILAR WORD MODEL SYSTEM AND METHOD THEREOF | October 2022 | February 2025 | Allow | 28 | 0 | 0 | No | No |
| 17953710 | Photorealistic Text Inpainting for Augmented Reality Using Generative Models | September 2022 | September 2025 | Allow | 35 | 1 | 0 | Yes | 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 |
| 17942347 | WIRELESS HEADSET SUPPORTING MESSAGES AND HEARING ENHANCEMENT | September 2022 | April 2023 | Allow | 7 | 0 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ELAHEE, MD S.
With a 25.0% 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, 52.2% 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 124 patent applications in our dataset. With an allowance rate of 91.9%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 34 months.
Examiner ELAHEE, MD S's allowance rate of 91.9% places them in the 77% 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 2.25 office actions before reaching final disposition. This places the examiner in the 63% 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 34 months. This places the examiner in the 44% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +11.6% benefit to allowance rate for applications examined by ELAHEE, MD S. This interview benefit is in the 46% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 24.5% of applications are subsequently allowed. This success rate is in the 36% 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 43.5% of cases where such amendments are filed. This entry rate is in the 66% 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, 163.6% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 91% 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 83.3% of appeals filed. This is in the 76% percentile among all examiners. Of these withdrawals, 55.0% 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, 77.8% are granted (fully or in part). This grant rate is in the 83% 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 23% 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 7.0% of allowed cases (in the 85% 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.