Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18646877 | METHODS FOR PHASE ECU F0 INTERPOLATION SPLIT AND RELATED CONTROLLER | April 2024 | March 2025 | Allow | 11 | 1 | 0 | No | No |
| 18625538 | Stereo Signal Encoding Method and Apparatus Using a Residual Signal Encoding Parameter | April 2024 | March 2025 | Allow | 11 | 1 | 0 | No | No |
| 18605733 | SYSTEMS AND METHODS FOR COVARIANCE SMOOTHING | March 2024 | March 2025 | Allow | 12 | 1 | 0 | No | No |
| 18423779 | IMPLEMENTATIONS FOR VOICE ASSISTANT ON DEVICES | January 2024 | March 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18485588 | Responding to a Spoken Command in a Communication Session | October 2023 | February 2025 | Allow | 16 | 1 | 0 | No | No |
| 18483129 | Removal of Audio Noise | October 2023 | March 2025 | Allow | 17 | 0 | 0 | Yes | No |
| 18451736 | METHODS AND SYSTEMS FOR COMPUTER-GENERATED VISUALIZATION OF SPEECH | August 2023 | April 2025 | Allow | 20 | 1 | 0 | No | No |
| 18446420 | ADAPTING HOTWORD RECOGNITION BASED ON PERSONALIZED NEGATIVES | August 2023 | May 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18446280 | LECTURER SPEECH SIGNAL PROCESSING | August 2023 | June 2025 | Allow | 22 | 0 | 0 | No | No |
| 18334641 | CONTEXT-DATA BASED SPEECH ENHANCEMENT | June 2023 | April 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18327447 | KALMANNET: A LEARNABLE KALMAN FILTER FOR ACOUSTIC ECHO CANCELLATION | June 2023 | May 2025 | Allow | 23 | 1 | 0 | No | No |
| 18311964 | Contextual Biasing for Speech Recognition Using Phoneme Data | May 2023 | May 2025 | Allow | 24 | 3 | 0 | Yes | No |
| 18032792 | SOUND SIGNAL PURIFICATION USING DECODED MONAURAL SIGNALS | April 2023 | May 2025 | Allow | 25 | 0 | 0 | Yes | No |
| 18129996 | END-TO-END AUTOMATIC SPEECH RECOGNITION WITH TRANSFORMER | April 2023 | April 2025 | Allow | 24 | 0 | 0 | No | No |
| 18022125 | AUDIO CONTENT IDENTIFICATION | February 2023 | March 2025 | Allow | 24 | 0 | 0 | No | No |
| 18000387 | VIDEO GENERATION METHOD, GENERATION MODEL TRAINING METHOD AND APPARATUS, AND MEDIUM AND DEVICE | November 2022 | June 2025 | Allow | 31 | 2 | 0 | No | No |
| 18053231 | METHOD FOR PROVISION OF A TRIGGER TOKEN | November 2022 | March 2025 | Allow | 29 | 1 | 0 | No | No |
| 17929994 | EQUALIZATION OF AUDIO DURING A COLLABORATION SESSION IN A HETEROGENOUS COMPUTING PLATFORM | September 2022 | February 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 17849823 | BEAMFORMING USING MULTIPLE SENSOR DATA | June 2022 | December 2024 | Allow | 30 | 2 | 0 | No | No |
| 17807208 | CONTEXTUAL TAGGING AND BIASING OF GRAMMARS INSIDE WORD LATTICES | June 2022 | May 2025 | Allow | 35 | 5 | 0 | Yes | No |
| 17751214 | Subband Block Based Harmonic Transposition | May 2022 | February 2023 | Allow | 9 | 1 | 0 | No | No |
| 17749687 | USER-CONFIGURED AND CUSTOMIZED INTERACTIVE DIALOG APPLICATION | May 2022 | February 2023 | Allow | 9 | 0 | 0 | Yes | No |
| 17723994 | KEYPHRASE GENERATION FOR TEXT SEARCH WITH OPTIMAL INDEXING REGULARIZATION VIA REINFORCEMENT LEARNING | April 2022 | April 2025 | Abandon | 36 | 2 | 0 | Yes | No |
| 17720147 | LABELED CLUSTERING PREPROCESSING FOR NATURAL LANGUAGE PROCESSING | April 2022 | March 2025 | Allow | 35 | 3 | 0 | Yes | No |
| 17707133 | SYSTEM AND METHOD FOR PROCESSING AUDIO DATA INTO A PLURALITY OF FREQUENCY COMPONENTS | March 2022 | September 2022 | Allow | 6 | 1 | 0 | No | No |
| 17655544 | Emotionally Intelligent Responses to Information Seeking Questions | March 2022 | November 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17668104 | METHOD FOR OBTAINING DIGITAL AUDIO TAMPERING EVIDENCE BASED ON PHASE DEVIATION DETECTION | February 2022 | October 2022 | Allow | 9 | 1 | 0 | No | No |
| 17582926 | VOICE TO TEXT CONVERSION BASED ON THIRD-PARTY AGENT CONTENT | January 2022 | January 2023 | Allow | 12 | 0 | 0 | Yes | No |
| 17572801 | SCALABLE MULTI-SERVICE VIRTUAL ASSISTANT PLATFORM USING MACHINE LEARNING | January 2022 | April 2022 | Allow | 3 | 0 | 0 | Yes | No |
| 17566347 | ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF | December 2021 | April 2025 | Abandon | 40 | 3 | 0 | No | No |
| 17643423 | Contextual Biasing for Speech Recognition | December 2021 | January 2023 | Allow | 13 | 0 | 0 | Yes | No |
| 17543381 | Systems, Devices, and Methods for Synchronizing Audio | December 2021 | March 2023 | Allow | 15 | 1 | 0 | No | No |
| 17512808 | Dynamic Language and Command Recognition | October 2021 | December 2022 | Allow | 13 | 0 | 0 | Yes | No |
| 17500893 | ADAPTIVE COEFFICIENTS AND SAMPLES ELIMINATION FOR CIRCULAR CONVOLUTION | October 2021 | March 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17450616 | AUDIO ANALYSIS SYSTEM FOR AUTOMATIC LANGUAGE PROFICIENCY ASSESSMENT | October 2021 | January 2023 | Allow | 15 | 1 | 0 | No | No |
| 17483063 | RECOGNIZING TRANSLITERATED WORDS USING SUFFIX AND/OR PREFIX OUTPUTS | September 2021 | April 2023 | Allow | 18 | 2 | 0 | No | No |
| 17430001 | METHODS FOR PHASE ECU F0 INTERPOLATION SPLIT AND RELATED CONTROLLER | August 2021 | March 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17377157 | METHOD OF ENCODING AND DECODING AUDIO SIGNAL USING LINEAR PREDICTIVE CODING AND ENCODER AND DECODER PERFORMING THE METHOD | July 2021 | October 2022 | Allow | 15 | 1 | 0 | No | No |
| 17303783 | MASTERBOT ARCHITECTURE IN A SCALABLE MULTI-SERVICE VIRTUAL ASSISTANT PLATFORM | June 2021 | September 2021 | Allow | 3 | 0 | 0 | Yes | No |
| 17307704 | SPEAKER VERIFICATION | May 2021 | October 2022 | Allow | 18 | 0 | 0 | No | No |
| 17290193 | METHODS AND APPARATUS FOR RATE QUALITY SCALABLE CODING WITH GENERATIVE MODELS | April 2021 | November 2022 | Allow | 19 | 0 | 0 | No | No |
| 17233253 | VOICE SHORTCUT DETECTION WITH SPEAKER VERIFICATION | April 2021 | September 2022 | Allow | 17 | 1 | 0 | No | No |
| 17281393 | SELECTION OF QUANTISATION SCHEMES FOR SPATIAL AUDIO PARAMETER ENCODING | March 2021 | October 2022 | Allow | 19 | 0 | 0 | No | No |
| 17215501 | ONLINE TARGET-SPEECH EXTRACTION METHOD BASED ON AUXILIARY FUNCTION FOR ROBUST AUTOMATIC SPEECH RECOGNITION | March 2021 | February 2023 | Allow | 22 | 0 | 0 | No | No |
| 17210415 | APPARATUS AND METHOD FOR REDUCING NOISE IN AN AUDIO SIGNAL | March 2021 | January 2023 | Allow | 22 | 1 | 0 | No | No |
| 17209621 | CONTEXT-BASED SPEECH ENHANCEMENT | March 2021 | March 2023 | Allow | 24 | 1 | 0 | Yes | No |
| 17190835 | IN-VEHICLE SPEECH PROCESSING APPARATUS | March 2021 | November 2022 | Allow | 20 | 1 | 0 | No | No |
| 17270075 | JOINT SOURCE LOCALIZATION AND SEPARATION METHOD FOR ACOUSTIC SOURCES | February 2021 | June 2022 | Allow | 16 | 0 | 0 | No | No |
| 17261126 | SOUND SIGNAL PROCESSING SYSTEM APPARATUS FOR AVOIDING ADVERSE EFFECTS ON SPEECH RECOGNITION | January 2021 | February 2023 | Allow | 25 | 3 | 0 | Yes | No |
| 17149224 | Real-Time Speech To Singing Conversion | January 2021 | June 2022 | Allow | 17 | 2 | 0 | Yes | No |
| 17145437 | SPEECH FILTERING IN A VEHICLE | January 2021 | April 2022 | Allow | 15 | 2 | 0 | Yes | No |
| 17146160 | SPEECH SYNTHESIS UNIT SELECTION | January 2021 | March 2022 | Allow | 15 | 0 | 0 | Yes | No |
| 17256899 | ENCODING DEVICE AND ENCODING METHOD USING A DETERMINED PREDICTION PARAMETER BASED ON AN ENERGY DIFFERENCE BETWEEN CHANNELS | December 2020 | September 2022 | Allow | 21 | 1 | 0 | No | No |
| 17129188 | A DIGITAL ASSISTANT AND A CORRESPONDING METHOD FOR VOICE-BASED INTERACTIVE COMMUNICATION BASED ON DETECTED USER GAZE INDICATING ATTENTION | December 2020 | March 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17123087 | USER-PERCEIVED LATENCY WHILE MAINTAINING ACCURACY | December 2020 | August 2022 | Allow | 20 | 1 | 0 | Yes | No |
| 17120033 | Adapting Automated Speech Recognition Parameters Based on Hotword Properties | December 2020 | December 2022 | Allow | 24 | 3 | 0 | Yes | No |
| 17110323 | STREAMING VOICE CONVERSION METHOD AND APPARATUS AND COMPUTER READABLE STORAGE MEDIUM USING THE SAME | December 2020 | May 2022 | Allow | 17 | 1 | 0 | No | No |
| 17104625 | System And Method For Smart Feedback Cancellation | November 2020 | May 2022 | Allow | 17 | 1 | 0 | Yes | No |
| 17104852 | STEREO SIGNAL ENCODING METHOD AND APPARATUS USING A RESIDUAL SIGNAL ENCODING PARAMETER | November 2020 | May 2022 | Allow | 18 | 1 | 0 | No | No |
| 17095751 | VOICE CONVERSION TRAINING METHOD AND SERVER AND COMPUTER READABLE STORAGE MEDIUM | November 2020 | January 2022 | Allow | 15 | 0 | 0 | No | No |
| 17094791 | AUDIO ENCODER, AUDIO DECODER AND RELATED METHODS USING TWO-CHANNEL PROCESSING WITHIN AN INTELLIGENT GAP FILLING FRAMEWORK | November 2020 | October 2021 | Allow | 11 | 0 | 0 | Yes | No |
| 17053711 | PITCH EMPHASIS APPARATUS, METHOD AND PROGRAM FOR THE SAME | November 2020 | December 2021 | Allow | 13 | 0 | 0 | No | No |
| 17049554 | PRONUNCIATION CONVERSION APPARATUS, PITCH MARK TIMING EXTRACTION APPARATUS, METHODS AND PROGRAMS FOR THE SAME | October 2020 | September 2022 | Allow | 23 | 2 | 0 | Yes | No |
| 17073337 | TRANSLITERATION BASED DATA AUGMENTATION FOR TRAINING MULTILINGUAL ASR ACOUSTIC MODELS IN LOW RESOURCE SETTINGS | October 2020 | September 2022 | Allow | 23 | 1 | 0 | No | No |
| 17044732 | TRUNCATEABLE PREDICTIVE CODING | October 2020 | April 2022 | Allow | 18 | 1 | 0 | No | No |
| 17043024 | QUANTIZATION OF SPATIAL AUDIO PARAMETERS | September 2020 | February 2022 | Allow | 17 | 1 | 0 | No | No |
| 17033608 | Machine Learning System for Customer Utterance Intent Prediction | September 2020 | December 2022 | Allow | 27 | 3 | 0 | Yes | No |
| 17009296 | APPARATUS AND METHOD FOR PROVIDING VOICE ASSISTANT SERVICE | September 2020 | July 2022 | Allow | 23 | 2 | 0 | No | No |
| 16990343 | SYSTEM AND METHOD FOR MODIFYING SPEECH RECOGNITION RESULT | August 2020 | August 2022 | Allow | 24 | 1 | 0 | No | No |
| 16989012 | SPOKEN LANGUAGE UNDERSTANDING | August 2020 | May 2022 | Allow | 22 | 1 | 0 | Yes | No |
| 16967686 | ESTIMATION DEVICE, ESTIMATION METHOD AND PROGRAM | August 2020 | June 2022 | Allow | 22 | 2 | 0 | No | No |
| 16945615 | VOICE PROCESSING METHOD FOR PROCESSING VOICE SIGNAL REPRESENTING VOICE, VOICE PROCESSING DEVICE FOR PROCESSING VOICE SIGNAL REPRESENTING VOICE, AND RECORDING MEDIUM STORING PROGRAM FOR PROCESSING VOICE SIGNAL REPRESENTING VOICE | July 2020 | February 2022 | Allow | 19 | 1 | 0 | No | No |
| 16945448 | LOG SOURCETYPE INFERENCE MODEL TRAINING FOR A DATA INTAKE AND QUERY SYSTEM | July 2020 | February 2023 | Allow | 31 | 0 | 0 | Yes | No |
| 16943250 | LOCALIZATION BASED ON TIME-REVERSED EVENT SOUNDS | July 2020 | July 2022 | Allow | 23 | 1 | 0 | Yes | No |
| 16935298 | Voice Skill Recommendation Method, Apparatus, Device and Storage Medium | July 2020 | August 2022 | Abandon | 25 | 2 | 0 | Yes | No |
| 16930337 | DEEP NEURAL NETWORK BASED AUDIO PROCESSING METHOD, DEVICE AND STORAGE MEDIUM | July 2020 | January 2022 | Allow | 18 | 0 | 0 | No | No |
| 16918835 | CONTEXT-BASED ENTROPY CODING OF SAMPLE VALUES OF A SPECTRAL ENVELOPE | July 2020 | September 2021 | Allow | 15 | 0 | 0 | Yes | No |
| 16908745 | Subband Block Based Harmonic Transposition | June 2020 | January 2022 | Allow | 19 | 1 | 0 | No | No |
| 16906525 | METHOD AND APPARATUS FOR PROVIDING FEEDBACK INFORMATION BASED ON AUDIO INPUT | June 2020 | August 2022 | Allow | 26 | 2 | 0 | Yes | No |
| 16896496 | AUDIO CHANNEL MIXING | June 2020 | May 2023 | Abandon | 36 | 3 | 0 | Yes | No |
| 16892159 | TERMINAL CONTROL METHOD, TERMINAL AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM | June 2020 | December 2022 | Allow | 30 | 1 | 0 | No | No |
| 16888346 | Implementations for Voice Assistant on Devices | May 2020 | January 2022 | Allow | 20 | 1 | 0 | No | No |
| 16886478 | Constituent Centric Architecture for Reading Comprehension | May 2020 | April 2022 | Abandon | 22 | 1 | 0 | No | No |
| 16880501 | AUDIO ANALYSIS SYSTEM FOR AUTOMATIC LANGUAGE PROFICIENCY ASSESSMENT | May 2020 | September 2021 | Allow | 16 | 0 | 0 | No | No |
| 16867856 | Apparatus and Method for encoding or Decoding Directional Audio Coding Parameters Using Quantization and Entropy Coding | May 2020 | February 2022 | Allow | 21 | 1 | 0 | No | No |
| 16761707 | AUDIO-VISUAL SPEECH SEPARATION | May 2020 | May 2022 | Allow | 24 | 2 | 0 | Yes | No |
| 16863766 | CONTEXTUAL BIASING FOR SPEECH RECOGNITION USING GRAPHEME AND PHONEME DATA | April 2020 | August 2021 | Allow | 16 | 1 | 0 | No | No |
| 16860350 | RECORDING DEVICE FOR VEHICLES, RECORDING METHOD FOR VEHICLES, AND A NON-TRANSITORY COMPUTER READABLE MEDIUM | April 2020 | July 2022 | Allow | 26 | 1 | 0 | No | No |
| 16851680 | APPARATUS, METHOD OR COMPUTER PROGRAM FOR GENERATING A BANDWIDTH-ENHANCED AUDIO SIGNAL USING A NEURAL NETWORK PROCESSOR | April 2020 | July 2022 | Allow | 27 | 1 | 0 | No | No |
| 16829676 | USER-CONFIGURED AND CUSTOMIZED INTERACTIVE DIALOG APPLICATION | March 2020 | February 2022 | Allow | 23 | 2 | 0 | Yes | No |
| 16813271 | METHOD, APPARATUS, DEVICE AND COMPUTER READABLE STORAGE MEDIUM FOR RECOGNIZING AND DECODING VOICE BASED ON STREAMING ATTENTION MODEL | March 2020 | February 2022 | Allow | 23 | 1 | 0 | No | No |
| 16811633 | SYSTEM AND METHOD FOR REDUCING NOISE COMPONENTS IN A LIVE AUDIO STREAM | March 2020 | August 2022 | Allow | 29 | 1 | 0 | No | No |
| 16805437 | SUBAUDIBLE TONES TO VALIDATE AUDIO SIGNALS | February 2020 | December 2021 | Allow | 21 | 2 | 0 | Yes | No |
| 16791334 | VOICE TO TEXT CONVERSION BASED ON THIRD-PARTY AGENT CONTENT | February 2020 | June 2021 | Allow | 16 | 0 | 0 | No | No |
| 16638866 | LOW COMPLEXITY DETECTION OF VOICED SPEECH AND PITCH ESTIMATION | February 2020 | August 2021 | Allow | 18 | 1 | 0 | No | No |
| 16782111 | METHOD AND SYSTEM FOR INDIVIDUALIZED SIGNAL PROCESSING OF AN AUDIO SIGNAL OF A HEARING DEVICE | February 2020 | July 2023 | Abandon | 41 | 2 | 0 | No | Yes |
| 16781724 | SYSTEMS AND METHODS FOR SPEAKER VERIFICATION USING SUMMARIZED EXTRACTED FEATURES | February 2020 | September 2021 | Allow | 19 | 1 | 0 | No | No |
| 16780825 | CONTEXT AWARE HEARING OPTIMIZATION ENGINE | February 2020 | July 2022 | Allow | 29 | 3 | 0 | Yes | No |
| 16733735 | PROCESSING METHOD OF AUDIO SIGNAL USING SPECTRAL ENVELOPE SIGNAL AND EXCITATION SIGNAL AND ELECTRONIC DEVICE INCLUDING A PLURALITY OF MICROPHONES SUPPORTING THE SAME | January 2020 | December 2021 | Allow | 24 | 2 | 0 | No | No |
| 16728476 | Generating Topic-Specific Language Models | December 2019 | September 2022 | Allow | 33 | 3 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ROBERTS, SHAUN A.
With a 60.0% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.
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 show good success rates. If you have a strong case on the merits, consider fully prosecuting the appeal to a Board decision.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner ROBERTS, SHAUN A works in Art Unit 2655 and has examined 150 patent applications in our dataset. With an allowance rate of 91.3%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 24 months.
Examiner ROBERTS, SHAUN A's allowance rate of 91.3% places them in the 75% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by ROBERTS, SHAUN A receive 1.55 office actions before reaching final disposition. This places the examiner in the 39% 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 ROBERTS, SHAUN A is 24 months. This places the examiner in the 72% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +5.3% benefit to allowance rate for applications examined by ROBERTS, SHAUN A. This interview benefit is in the 31% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 34.1% of applications are subsequently allowed. This success rate is in the 70% 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 41.5% of cases where such amendments are filed. This entry rate is in the 56% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 10% 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 44.4% of appeals filed. This is in the 7% 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, 53.3% are granted (fully or in part). This grant rate is in the 66% 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 0.7% of allowed cases (in the 63% 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 25% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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.