Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18982152 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | December 2024 | March 2025 | Allow | 3 | 1 | 0 | Yes | No |
| 18982215 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | December 2024 | May 2025 | Allow | 5 | 1 | 0 | No | No |
| 18982181 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | December 2024 | May 2025 | Allow | 5 | 1 | 0 | No | No |
| 18685762 | SOUND SIGNAL DOWNMIX METHOD, SOUND SIGNAL CODING METHOD, SOUND SIGNAL DOWNMIX APPARATUS, SOUND SIGNAL CODING APPARATUS, PROGRAM | February 2024 | January 2026 | Allow | 22 | 1 | 0 | Yes | No |
| 18439072 | METHOD FOR DECODING AND ENCODING A DOWNMIX MATRIX, METHOD FOR PRESENTING AUDIO CONTENT, ENCODER AND DECODER FOR A DOWNMIX MATRIX, AUDIO ENCODER AND AUDIO DECODER | February 2024 | May 2025 | Allow | 15 | 2 | 0 | No | No |
| 18425864 | MULTICHANNEL PLAYBACK DEVICES AND ASSOCIATED SYSTEMS AND METHODS | January 2024 | June 2025 | Allow | 17 | 2 | 0 | Yes | No |
| 18419160 | METHOD FOR PROCESSING AN AUDIO SIGNAL, SIGNAL PROCESSING UNIT, BINAURAL RENDERER, AUDIO ENCODER AND AUDIO DECODER | January 2024 | December 2024 | Allow | 11 | 1 | 0 | No | No |
| 18410942 | SYSTEM AND METHODS FOR UPSAMPLING OF DECOMPRESSED SPEECH DATA USING A NEURAL NETWORK | January 2024 | October 2025 | Allow | 22 | 6 | 0 | Yes | No |
| 18406669 | MODE CONTROL METHOD, DEVICE FOR BLUETOOTH HEADSET, AND COMPUTER READABLE STORAGE MEDIUM | January 2024 | March 2026 | Allow | 26 | 2 | 0 | No | No |
| 18404790 | SELECTIVE DISABLEMENT OF NOISE CANCELATION FOR CONVERSATIONS | January 2024 | February 2026 | Allow | 26 | 2 | 0 | Yes | No |
| 18544935 | TIME-DOMAIN STEREO ENCODING AND DECODING METHOD AND RELATED PRODUCT | December 2023 | September 2025 | Allow | 21 | 3 | 0 | No | No |
| 18568526 | PARAMETRIC SPATIAL AUDIO RENDERING | December 2023 | March 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18523738 | DOWNMIXED SIGNAL CALCULATION METHOD AND APPARATUS | November 2023 | February 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18514424 | Remote Playback Queue | November 2023 | February 2026 | Allow | 27 | 1 | 0 | No | No |
| 18508415 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | November 2023 | November 2024 | Allow | 12 | 1 | 0 | No | No |
| 18504102 | AUDIO ENCODING METHOD AND APPARATUS, AND AUDIO DECODING METHOD AND APPARATUS | November 2023 | January 2026 | Allow | 27 | 1 | 0 | No | No |
| 18384749 | Haptic Output System | October 2023 | June 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18496299 | MAGNETIC FIELD SENSOR USING ACOUSTICALLY DRIVEN FERROMAGNETIC RESONANCE | October 2023 | September 2025 | Allow | 23 | 2 | 1 | Yes | No |
| 18554234 | SEPARATING SPATIAL AUDIO OBJECTS | October 2023 | December 2025 | Allow | 26 | 1 | 0 | No | No |
| 18553783 | METHOD AND DEVICE FOR MULTI-CHANNEL COMFORT NOISE INJECTION IN A DECODED SOUND SIGNAL | October 2023 | December 2025 | Allow | 26 | 1 | 0 | No | No |
| 18376262 | Directional Voice Sensing Using Coherent Optical Detection | October 2023 | February 2025 | Allow | 17 | 2 | 0 | Yes | No |
| 18478818 | MOTOR VEHICLE AND METHOD FOR SUMMARIZING A CONVERSATION IN A MOTOR VEHICLE | September 2023 | October 2025 | Allow | 25 | 1 | 0 | No | No |
| 18476267 | Method and System for Producing an Augmented Ambisonic Format | September 2023 | January 2026 | Allow | 28 | 1 | 0 | Yes | No |
| 18552132 | COMBINING SPATIAL AUDIO STREAMS | September 2023 | February 2026 | Allow | 29 | 1 | 0 | No | No |
| 18369530 | Headset With Programmable Microphone Modes | September 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18464030 | MULTICHANNEL AUDIO CODING | September 2023 | January 2025 | Allow | 16 | 1 | 0 | No | No |
| 18547050 | METHODS, APPARATUS AND SYSTEMS FOR LEVEL ALIGNMENT FOR JOINT OBJECT CODING | August 2023 | February 2026 | Allow | 30 | 1 | 1 | Yes | No |
| 18449281 | Stereo Signal Processing Method and Apparatus | August 2023 | October 2024 | Allow | 14 | 1 | 0 | No | No |
| 18449584 | Low-Latency Audio Networking | August 2023 | September 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18233369 | USING STRUCTURED AUDIO OUTPUT TO DETECT PLAYBACK AND/OR TO ADAPT TO MISALIGNED PLAYBACK IN WIRELESS SPEAKERS | August 2023 | August 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18262169 | ACOUSTIC PATTERN DETERMINATION | July 2023 | January 2026 | Allow | 30 | 2 | 0 | No | No |
| 18350969 | ENCODING AND DECODING METHODS, AND ENCODING AND DECODING APPARATUSES FOR STEREO SIGNAL | July 2023 | March 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18349704 | METHOD, APPARATUS OR SYSTEMS FOR PROCESSING AUDIO OBJECTS | July 2023 | September 2024 | Allow | 15 | 1 | 0 | No | No |
| 18349427 | METHODS AND DEVICES FOR ENCODING AND/OR DECODING IMMERSIVE AUDIO SIGNALS | July 2023 | January 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18348663 | Algorithm Enhancements for Haptic-Based Phased-Array Solutions | July 2023 | December 2024 | Abandon | 17 | 1 | 0 | No | No |
| 18348053 | PULSE-CODE MODULATED AUDIO ROUTER | July 2023 | November 2025 | Allow | 28 | 1 | 0 | No | No |
| 18339062 | TIME-DOMAIN STEREO PARAMETER ENCODING METHOD AND RELATED PRODUCT | June 2023 | August 2024 | Allow | 14 | 1 | 0 | No | No |
| 18337216 | POST-PARSE SEMANTIC ANALYZER | June 2023 | December 2024 | Allow | 18 | 2 | 0 | No | No |
| 18257615 | QUANTIZING SPATIAL AUDIO PARAMETERS | June 2023 | August 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18331380 | SIGNAL CHARACTERISTIC DETERMINATOR, METHOD FOR DETERMINING A SIGNAL CHARACTERISTIC, AUDIO ENCODER AND COMPUTER PROGRAM | June 2023 | February 2026 | Allow | 33 | 2 | 0 | No | No |
| 18328219 | DEVICE-SPECIFIC SKILL PROCESSING | June 2023 | September 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18313013 | Robust Short-Time Fourier Transform Acoustic Echo Cancellation During Audio Playback | May 2023 | September 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18003313 | Wideband Beamforming with Main Lobe Steering and Interference Cancellation at Multiple Independent Frequencies and Spatial Locations | April 2023 | November 2024 | Allow | 23 | 2 | 1 | No | No |
| 18124589 | AUTOMATED GENERATION OF IMPROVED LIST-TYPE ANSWERS IN QUESTION ANSWERING SYSTEMS | March 2023 | January 2026 | Allow | 34 | 1 | 1 | Yes | No |
| 18043905 | PROCESSING PARAMETRICALLY CODED AUDIO | March 2023 | April 2025 | Allow | 26 | 0 | 0 | No | No |
| 18113397 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | February 2023 | July 2023 | Allow | 5 | 1 | 0 | Yes | No |
| 18113418 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | February 2023 | June 2023 | Allow | 4 | 1 | 0 | Yes | No |
| 18113406 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | February 2023 | July 2023 | Allow | 5 | 1 | 0 | Yes | No |
| 18113391 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | February 2023 | July 2023 | Allow | 5 | 1 | 0 | Yes | No |
| 18106251 | BONE CONDUCTION HEADPHONE SPEECH ENHANCEMENT SYSTEMS AND METHODS | February 2023 | December 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 18104083 | SYSTEMS AND METHODS FOR ITEM-SPECIFIC KEYWORD RECOMMENDATION | January 2023 | December 2025 | Allow | 34 | 2 | 0 | Yes | No |
| 18159932 | Apparatus, Method or Computer Program for estimating an inter-channel time difference | January 2023 | September 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18100424 | DETECTING AND SUPPRESSING COMMANDS IN MEDIA THAT MAY TRIGGER ANOTHER AUTOMATED ASSISTANT | January 2023 | December 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 18148360 | CONCEPT FOR COMBINED DYNAMIC RANGE COMPRESSION AND GUIDED CLIPPING PREVENTION FOR AUDIO DEVICES | December 2022 | March 2024 | Allow | 15 | 1 | 0 | No | No |
| 18090972 | SYSTEMS AND METHODS FOR HEARING ASSESSMENT AND AUDIO ADJUSTMENT | December 2022 | August 2023 | Allow | 8 | 0 | 0 | No | No |
| 18062976 | DUMMY PROTOTYPICAL NETWORKS FOR FEW-SHOT OPEN-SET KEYWORD SPOTTING | December 2022 | July 2025 | Allow | 31 | 1 | 0 | No | No |
| 18000862 | METHODS AND DEVICES FOR ENCODING AND/OR DECODING SPATIAL BACKGROUND NOISE WITHIN A MULTI-CHANNEL INPUT SIGNAL | December 2022 | September 2025 | Allow | 33 | 1 | 1 | Yes | No |
| 18072558 | Disambiguation of Requests for Digital Assistant Task Execution | November 2022 | May 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 18071865 | ACOUSTIC NEURAL NETWORK SCENE DETECTION | November 2022 | March 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 17992473 | METHOD AND SYSTEM FOR PERFORMING DATA AUGMENTATION BASED ON MODIFIED SURROGATES, AND, NON-TRANSITORY COMPUTER READABLE MEDIUM | November 2022 | January 2026 | Allow | 37 | 2 | 0 | No | No |
| 17998992 | THE REDUCTION OF SPATIAL AUDIO PARAMETERS | November 2022 | October 2025 | Allow | 35 | 2 | 0 | No | No |
| 17987545 | INTEGRATION OF HIGH FREQUENCY AUDIO RECONSTRUCTION TECHNIQUES | November 2022 | July 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 17986877 | SYSTEMS AND METHODS FOR MODIFYING ROOM CHARACTERISTICS FOR SPATIAL AUDIO RENDERING OVER HEADPHONES | November 2022 | January 2025 | Allow | 26 | 4 | 0 | Yes | No |
| 17982965 | TRAINING METHOD, TEXT TRANSLATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | November 2022 | April 2025 | Allow | 30 | 1 | 1 | Yes | No |
| 18051759 | AUDIO SYSTEM | November 2022 | November 2023 | Allow | 12 | 1 | 0 | No | No |
| 18046969 | AUTOMATED VALIDATION OF INFORMATION EXCHANGED DURING INTERACTIONS | October 2022 | October 2025 | Allow | 36 | 2 | 0 | Yes | No |
| 17938822 | Microphone Natural Speech Capture Voice Dictation System and Method | October 2022 | May 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 17952465 | CONTEXTUAL UTTERANCE RESOLUTION IN MULTIMODAL SYSTEMS | September 2022 | September 2025 | Allow | 36 | 4 | 0 | Yes | Yes |
| 17949682 | SPEAKER IDENTIFICATION METHOD, SPEAKER IDENTIFICATION DEVICE, NON-TRANSITORY COMPUTER READABLE RECORDING MEDIUM STORING SPEAKER IDENTIFICATION PROGRAM, SEX IDENTIFICATION MODEL GENERATION METHOD, AND SPEAKER IDENTIFICATION MODEL GENERATION METHOD | September 2022 | April 2025 | Allow | 31 | 1 | 1 | Yes | No |
| 17934184 | Predicting Word Boundaries for On-Device Batching of End-To-End Speech Recognition Models | September 2022 | February 2025 | Allow | 29 | 2 | 0 | Yes | No |
| 17948348 | METHOD AND APPARATUS FOR TRAINING TEXT CLASSIFICATION MODEL | September 2022 | January 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 17933385 | DATABASE SYSTEMS WITH AUTOMATED STRUCTURAL METADATA ASSIGNMENT | September 2022 | December 2024 | Allow | 27 | 1 | 0 | Yes | No |
| 17933152 | METHOD AND APPARATUS FOR PROCESSING SPEECH, ELECTRONIC DEVICE AND STORAGE MEDIUM | September 2022 | October 2025 | Allow | 36 | 2 | 1 | Yes | No |
| 17902375 | INFORMATION QUANTITY-BASED REFERENCE SENSOR SELECTION AND ACTIVE NOISE CONTROL USING THE SAME | September 2022 | December 2023 | Allow | 15 | 1 | 0 | No | No |
| 17899536 | CENTRALLY CONTROLLING COMMUNICATION AT A VENUE | August 2022 | October 2024 | Allow | 25 | 4 | 0 | No | No |
| 17884910 | APPARATUS AND METHOD FOR ENCODING OR DECODING A MULTICHANNEL SIGNAL USING A SIDE GAIN AND A RESIDUAL GAIN | August 2022 | October 2024 | Allow | 27 | 2 | 1 | Yes | No |
| 17882357 | METHOD FOR PROCESSING AN AUDIO SIGNAL, SIGNAL PROCESSING UNIT, BINAURAL RENDERER, AUDIO ENCODER AND AUDIO DECODER | August 2022 | October 2023 | Allow | 14 | 1 | 0 | No | No |
| 17817554 | SYSTEMS AND METHODS FOR LANGUAGE MODELING WITH TEXTUAL CLINCAL DATA | August 2022 | March 2025 | Abandon | 32 | 1 | 0 | No | No |
| 17817574 | SYSTEMS AND METHODS FOR QUESTION-ANSWERING USING A MULTI-MODAL END TO END LEARNING SYSTEM | August 2022 | April 2025 | Abandon | 32 | 1 | 0 | No | No |
| 17788155 | SPATIAL AUDIO PARAMETER ENCODING AND ASSOCIATED DECODING | June 2022 | June 2025 | Allow | 36 | 1 | 1 | No | No |
| 17807095 | METHOD FOR DECODING AND ENCODING A DOWNMIX MATRIX, METHOD FOR PRESENTING AUDIO CONTENT, ENCODER AND DECODER FOR A DOWNMIX MATRIX, AUDIO ENCODER AND AUDIO DECODER | June 2022 | October 2023 | Allow | 16 | 2 | 0 | No | No |
| 17839236 | DYNAMIC BEAMFORMING TO IMPROVE SIGNAL-TO-NOISE RATIO OF SIGNALS CAPTURED USING A HEAD-WEARABLE APPARATUS | June 2022 | October 2024 | Abandon | 28 | 4 | 0 | No | No |
| 17830581 | GAS MASK AND HELMET WITH A COMMUNICATION SYSTEM | June 2022 | September 2023 | Allow | 15 | 2 | 0 | Yes | No |
| 17664973 | MULTI-SIGNAL DETECTION AND COMBINATION OF AUDIO-BASED DATA TRANSMISSIONS | May 2022 | February 2025 | Abandon | 32 | 3 | 0 | No | No |
| 17824297 | APPARATUS AND METHOD FOR DOWNMIXING OR UPMIXING A MULTICHANNEL SIGNAL USING PHASE COMPENSATION | May 2022 | February 2024 | Allow | 21 | 2 | 0 | No | No |
| 17664756 | SYSTEM AND METHOD FOR CONSTRAINING AIR TRAFFIC COMMUNICATION (ATC) TRANSCRIPTION IN REAL-TIME | May 2022 | June 2024 | Allow | 25 | 0 | 0 | No | No |
| 17751562 | SYSTEM AND/OR METHOD FOR MACHINE LEARNING USING DISCRIMINATOR LOSS COMPONENT-BASED LOSS FUNCTION | May 2022 | November 2025 | Abandon | 42 | 2 | 0 | No | No |
| 17751516 | SYSTEM AND/OR METHOD FOR MACHINE LEARNING USING BINARY POLY LOSS FUNCTION | May 2022 | October 2025 | Abandon | 40 | 2 | 0 | No | No |
| 17751538 | SYSTEM AND/OR METHOD FOR MACHINE LEARNING USING STUDENT PREDICTION MODEL | May 2022 | February 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17663913 | TIME-DOMAIN STEREO ENCODING AND DECODING METHOD AND RELATED PRODUCT | May 2022 | September 2023 | Allow | 16 | 2 | 0 | No | No |
| 17726728 | VIDEO PROCESSING METHOD, VIDEO PROCESSING APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM | April 2022 | November 2025 | Allow | 42 | 4 | 0 | No | No |
| 17723462 | ACOUSTIC METAMATERIAL | April 2022 | August 2023 | Allow | 16 | 1 | 0 | No | No |
| 17720912 | SELF-ATTENTION-BASED CONFIDENCE ESTIMATION OF LANGUAGE MODELS | April 2022 | June 2024 | Allow | 26 | 1 | 0 | Yes | No |
| 17765002 | APPARATUS AND METHOD FOR AUDIO ENCODING | March 2022 | June 2025 | Allow | 39 | 4 | 0 | Yes | No |
| 17686237 | Remote Playback Queue | March 2022 | February 2023 | Allow | 12 | 1 | 0 | Yes | No |
| 17639286 | CHANNEL IDENTIFICATION OF MULTI-CHANNEL AUDIO SIGNALS | February 2022 | July 2024 | Allow | 29 | 1 | 0 | Yes | No |
| 17678158 | CHARACTER INPUT DEVICE, CHARACTER INPUT METHOD, AND COMPUTER-READABLE STORAGE MEDIUM STORING A CHARACTER INPUT PROGRAM | February 2022 | April 2025 | Abandon | 37 | 2 | 0 | No | No |
| 17651613 | Automated Code Feedback System | February 2022 | May 2024 | Allow | 27 | 3 | 0 | No | No |
| 17634707 | EVENT MASKING | February 2022 | May 2025 | Allow | 39 | 4 | 0 | Yes | No |
| 17669574 | MULTI-CHANNEL SPEECH COMPRESSION SYSTEM AND METHOD | February 2022 | November 2023 | Allow | 21 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ZHANG, LESHUI.
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, 33.3% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting reconsideration.
⚠ 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 ZHANG, LESHUI works in Art Unit 2695 and has examined 109 patent applications in our dataset. With an allowance rate of 97.2%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 34 months.
Examiner ZHANG, LESHUI's allowance rate of 97.2% places them in the 88% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by ZHANG, LESHUI receive 2.40 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 ZHANG, LESHUI 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 +13.0% benefit to allowance rate for applications examined by ZHANG, LESHUI. This interview benefit is in the 50% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 30.4% of applications are subsequently allowed. This success rate is in the 60% 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 38.3% of cases where such amendments are filed. This entry rate is in the 58% 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.
This examiner withdraws rejections or reopens prosecution in 75.0% of appeals filed. This is in the 65% 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 above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.
When applicants file petitions regarding this examiner's actions, 57.1% are granted (fully or in part). This grant rate is in the 60% 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 0.9% of allowed cases (in the 66% 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 30% 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.