Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19358403 | ARTIFICIAL INTELLIGENCE SYSTEM THAT GENERATES QUESTIONS AND EVALUATES ORAL READINGS AND RESPONSES | October 2025 | January 2026 | Allow | 3 | 0 | 0 | No | No |
| 18641839 | VOICE-ENABLED RECIPE SELECTION | April 2024 | December 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18439616 | CROSS PRODUCT ENHANCED HARMONIC TRANSPOSITION | February 2024 | October 2024 | Allow | 8 | 0 | 0 | Yes | No |
| 18439631 | CROSS PRODUCT ENHANCED HARMONIC TRANSPOSITION | February 2024 | August 2024 | Allow | 6 | 0 | 0 | Yes | No |
| 18544209 | ARCHITECTURE FOR GENERATING QA PAIRS FROM CONTEXTS | December 2023 | July 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18521676 | SYSTEMS AND METHODS FOR REMOTE REAL-TIME AUDIO MONITORING | November 2023 | February 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18279134 | SPEECH RECOGNITION APPARATUS, SPEECH RECOGNITION METHOD, LEARNING APPARATUS, LEARNING METHOD, AND RECORDING MEDIUM | August 2023 | January 2026 | Abandon | 28 | 1 | 0 | No | No |
| 18455396 | TRAINING MACHINE LEARNING MODELS TO AUTOMATICALLY DETECT AND CORRECT CONTEXTUAL AND LOGICAL ERRORS | August 2023 | December 2025 | Allow | 28 | 2 | 0 | Yes | No |
| 18235726 | HOT-WORD FREE PRE-EMPTION OF AUTOMATED ASSISTANT RESPONSE PRESENTATION | August 2023 | June 2024 | Allow | 10 | 0 | 0 | No | No |
| 18234623 | Adversarial Bootstrapping for Multi-Turn Dialogue Model Training | August 2023 | July 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18208078 | SYSTEM AND METHOD FOR MODEL DERIVATION FOR ENTITY PREDICTION | June 2023 | May 2025 | Abandon | 23 | 2 | 0 | No | No |
| 18256391 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM | June 2023 | February 2026 | Allow | 32 | 1 | 0 | No | No |
| 18318225 | SYSTEM AND METHOD FOR ACTIVE LEARNING BASED MULTILINGUAL SEMANTIC PARSER | May 2023 | December 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18316744 | METHOD AND APPARATUS FOR TRAINING MACHINE READING COMPREHENSION MODEL, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM | May 2023 | November 2025 | Allow | 30 | 1 | 0 | No | No |
| 18311542 | CROSS PRODUCT ENHANCED HARMONIC TRANSPOSITION | May 2023 | December 2023 | Allow | 8 | 0 | 0 | Yes | No |
| 18033297 | SOUND SIGNAL HIGH FREQUENCY COMPENSATION METHOD, SOUND SIGNAL POST PROCESSING METHOD, SOUND SIGNAL DECODE METHOD, APPARATUS THEREOF, PROGRAM, AND STORAGE MEDIUM | April 2023 | April 2025 | Allow | 24 | 0 | 0 | Yes | No |
| 18033303 | SOUND SIGNAL HIGH FREQUENCY COMPENSATION METHOD, SOUND SIGNAL POST PROCESSING METHOD, SOUND SIGNAL DECODE METHOD, APPARATUS THEREOF, PROGRAM, AND STORAGE MEDIUM | April 2023 | April 2025 | Allow | 24 | 0 | 0 | Yes | No |
| 18033034 | SOUND SIGNAL HIGH FREQUENCY COMPENSATION METHOD, SOUND SIGNAL POST PROCESSING METHOD, SOUND SIGNAL DECODE METHOD, APPARATUS THEREOF, PROGRAM, AND STORAGE MEDIUM | April 2023 | January 2025 | Allow | 21 | 0 | 0 | Yes | No |
| 18033025 | SOUND SIGNAL HIGH FREQUENCY COMPENSATION METHOD, SOUND SIGNAL POST PROCESSING METHOD, SOUND SIGNAL DECODE METHOD, APPARATUS THEREOF, PROGRAM, AND STORAGE MEDIUM | April 2023 | March 2025 | Allow | 23 | 0 | 0 | Yes | No |
| 18299842 | DYNAMIC CONSTRUCTION OF LARGE LANGUAGE MODEL PROMPTS | April 2023 | July 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18248294 | ADAPTIVE BLOCK SWITCHING WITH DEEP NEURAL NETWORKS | April 2023 | July 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18187862 | DETERMINING SPECIFICITY OF TEXT TERMS IN APPLICATION CONTEXTS | March 2023 | July 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18164923 | Deliberation Model-Based Two-Pass End-To-End Speech Recognition | February 2023 | November 2023 | Allow | 9 | 1 | 0 | No | No |
| 18014416 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD AND RECORDING MEDIUM | January 2023 | December 2025 | Abandon | 35 | 2 | 0 | No | No |
| 18150126 | METHOD FOR ENCODING AND DECODING AUDIO SIGNAL USING NORMALIZING FLOW, AND TRAINING METHOD THEREOF | January 2023 | September 2025 | Allow | 33 | 1 | 1 | Yes | No |
| 18079281 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | December 2022 | October 2025 | Allow | 35 | 2 | 0 | Yes | No |
| 17988651 | UNIT PREDICTION FOR CUSTOM FEATURE ENGINEERING | November 2022 | February 2025 | Allow | 27 | 1 | 0 | No | No |
| 17970855 | SYSTEMS AND METHODS FOR USING CONSTRAINTS TO GENERATE DATABASE QUERIES | October 2022 | September 2025 | Allow | 35 | 1 | 0 | Yes | No |
| 17947758 | ELECTRONIC APPARATUS AND CONTROLLING METHOD THEREOF | September 2022 | January 2026 | Allow | 40 | 4 | 0 | Yes | No |
| 17900607 | METHOD FOR CONSTRUCTING SENTIMENT CLASSIFICATION MODEL BASED ON METAPHOR IDENTIFICATION | August 2022 | October 2025 | Allow | 37 | 1 | 0 | No | No |
| 17886486 | Method and Computing Device in which Semantic Definitions are Composed as a Semantic Metaset | August 2022 | November 2024 | Allow | 27 | 1 | 1 | Yes | No |
| 17853853 | ENHANCED SPATIAL AUDIO-BASED VIRTUAL SEATING ARRANGEMENTS | June 2022 | July 2025 | Allow | 37 | 0 | 0 | No | No |
| 17845908 | SPEECH EMOTION RECOGNITION METHOD AND SYSTEM BASED ON FUSED POPULATION INFORMATION | June 2022 | October 2023 | Allow | 15 | 0 | 0 | No | No |
| 17843845 | ANSWER GENERATION USING MACHINE READING COMPREHENSION AND SUPPORTED DECISION TREES | June 2022 | August 2025 | Allow | 38 | 1 | 0 | Yes | No |
| 17658513 | SOUND SOURCE LOCALIZATION MODEL TRAINING AND SOUND SOURCE LOCALIZATION METHOD, AND APPARATUS | April 2022 | March 2024 | Abandon | 23 | 0 | 0 | No | No |
| 17674704 | QUERY RESPONSE GENERATION | February 2022 | February 2026 | Allow | 48 | 3 | 0 | Yes | No |
| 17635354 | SPEECH SIGNAL PROCESSING DEVICE, SPEECH SIGNAL PROCESSING METHOD, SPEECH SIGNAL PROCESSING PROGRAM, TRAINING DEVICE, TRAINING METHOD, AND TRAINING PROGRAM | February 2022 | May 2025 | Allow | 39 | 2 | 0 | Yes | No |
| 17581537 | SPEECH SIGNAL PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | January 2022 | February 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17578897 | TEXT-TO-SPEECH DUBBING SYSTEM | January 2022 | April 2025 | Abandon | 39 | 2 | 0 | No | No |
| 17561233 | ELECTRONIC APPARATUS AND CONTROL METHOD THEREOF | December 2021 | April 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17619648 | TARGETED VOICE SEPARATION BY SPEAKER FOR SPEECH RECOGNITION | December 2021 | September 2024 | Allow | 33 | 3 | 0 | No | No |
| 17530640 | DYNAMIC LANGUAGE SELECTION OF AN AI VOICE ASSISTANCE SYSTEM | November 2021 | December 2025 | Allow | 49 | 5 | 0 | Yes | No |
| 17531321 | METHOD AND SERVER FOR DETERMINING A TRAINING SET FOR TRAINING A MACHINE LEARNING ALGORITHM (MLA) | November 2021 | March 2026 | Abandon | 52 | 4 | 0 | No | Yes |
| 17531541 | Machine Learning-Based Translation of Address Strings to Standardized Addresses | November 2021 | January 2025 | Allow | 38 | 2 | 0 | Yes | No |
| 17531591 | SYSTEMS AND METHODS FOR SEMANTIC CODE SEARCH | November 2021 | August 2025 | Allow | 45 | 2 | 0 | Yes | No |
| 17531543 | LANGUAGE MODEL BASED WRITING AID METHOD, DEVICE AND SYSTEM | November 2021 | May 2024 | Allow | 30 | 1 | 0 | No | No |
| 17525510 | Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing for Assistant Systems | November 2021 | March 2024 | Allow | 28 | 1 | 0 | Yes | No |
| 17525585 | DIALOGUE SYSTEM, A VEHICLE HAVING THE SAME, AND A METHOD OF CONTROLLING A DIALOGUE SYSTEM | November 2021 | August 2025 | Abandon | 45 | 4 | 0 | No | No |
| 17441755 | METHOD AND APPARATUS FOR COMBINED LEARNING USING FEATURE ENHANCEMENT BASED ON DEEP NEURAL NETWORK AND MODIFIED LOSS FUNCTION FOR SPEAKER RECOGNITION ROBUST TO NOISY ENVIRONMENTS | September 2021 | August 2023 | Allow | 23 | 1 | 0 | No | No |
| 17478916 | Method and System for Detecting Anomalous Sound | September 2021 | January 2024 | Allow | 28 | 0 | 0 | No | No |
| 17447536 | SPEECH DATA PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND READABLE STORAGE MEDIUM | September 2021 | May 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17466103 | MONITORING SYSTEM | September 2021 | February 2026 | Allow | 54 | 6 | 0 | Yes | No |
| 17436050 | METHOD AND SYSTEM FOR SPEECH SEPARATION | September 2021 | April 2025 | Abandon | 43 | 6 | 0 | Yes | No |
| 17383631 | CONVERSATIONAL INTERACTION ENTITY TESTING | July 2021 | September 2024 | Allow | 38 | 4 | 0 | Yes | No |
| 17361114 | METHOD AND SYSTEM FOR GENERATING AN INTENT CLASSIFIER | June 2021 | September 2023 | Allow | 27 | 0 | 0 | Yes | No |
| 17416709 | METHOD FOR TRANSFORMING AUDIO SIGNAL, DEVICE, AND STORAGE MEDIUM | June 2021 | July 2024 | Allow | 37 | 3 | 0 | Yes | No |
| 17337611 | CONVERSATION ANALYSIS SYSTEM, CONVERSATION ANALYSIS METHOD, AND CONVERSATION ANALYSIS PROGRAM | June 2021 | March 2024 | Abandon | 33 | 1 | 0 | No | No |
| 17338431 | Cross Product Enhanced Harmonic Transposition | June 2021 | April 2023 | Allow | 23 | 0 | 0 | Yes | No |
| 17299061 | ELECTRONIC DEVICE AND CONTROL METHOD THEREFOR | June 2021 | October 2024 | Abandon | 40 | 2 | 0 | No | No |
| 17335657 | COVER SONG IDENTIFICATION METHOD AND SYSTEM | June 2021 | June 2024 | Allow | 36 | 2 | 0 | Yes | No |
| 17324016 | MACHINE LEARNING MODELS WITH ACCURATE DATA LABELING | May 2021 | April 2024 | Allow | 35 | 1 | 0 | Yes | No |
| 17220677 | SYSTEMS AND METHODS USING NEURAL NETWORKS TO IDENTIFY PRODUCERS OF HEALTH SOUNDS | April 2021 | March 2023 | Abandon | 23 | 1 | 0 | No | No |
| 17217541 | DEVICE FOR AN AUTOMATED GENERATION OF A KNOWLEDGE GRAPH | March 2021 | April 2024 | Allow | 36 | 2 | 0 | No | No |
| 17209681 | METHOD AND APPARATUS FOR RECOGNIZING VOICE | March 2021 | May 2023 | Allow | 26 | 2 | 0 | No | No |
| 17249930 | LANGUAGE AGNOSTIC MISSING SUBTITLE DETECTION | March 2021 | August 2022 | Allow | 17 | 1 | 0 | Yes | No |
| 17201146 | JOINT WORKS PRODUCTION METHOD AND SERVER USING COLLECTIVE INTELLIGENCE | March 2021 | January 2024 | Allow | 34 | 3 | 0 | No | No |
| 17194118 | NEURAL TAGGER WITH DEEP MULTI-LEVEL MODEL | March 2021 | February 2024 | Allow | 36 | 2 | 0 | Yes | No |
| 17187248 | METHODS AND APPARATUSES FOR DISCRIMINATIVE PRE-TRAINING FOR LOW RESOURCE TITLE COMPRESSION | February 2021 | July 2023 | Allow | 28 | 2 | 0 | Yes | No |
| 17271308 | REAL-TIME PITCH TRACKING BY DETECTION OF GLOTTAL EXCITATION EPOCHS IN SPEECH SIGNAL USING HILBERT ENVELOPE | February 2021 | July 2022 | Allow | 17 | 1 | 0 | Yes | No |
| 17183743 | SPEECH RECOGNITION SYSTEMS AND METHODS | February 2021 | January 2024 | Allow | 35 | 2 | 0 | No | No |
| 17178476 | AUTOMATICALLY MODIFYING RESPONSES FROM GENERATIVE MODELS USING ARTIFICIAL INTELLIGENCE TECHNIQUES | February 2021 | May 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17173801 | AUDIO SIGNAL PROCESSING APPARATUS, AUDIO SIGNAL PROCESSING SYSTEM, AND AUDIO SIGNAL PROCESSING METHOD | February 2021 | July 2022 | Allow | 17 | 1 | 0 | Yes | No |
| 17170836 | Consistency Prediction On Streaming Sequence Models | February 2021 | November 2023 | Allow | 33 | 3 | 0 | Yes | No |
| 17168905 | MACHINE LEARNING BASED GENERATION OF SYNTHETIC CROWD RESPONSES | February 2021 | March 2023 | Allow | 26 | 2 | 0 | No | No |
| 17165651 | SYSTEMS AND METHODS FOR SIMULATION MODEL OF LANGUAGE | February 2021 | May 2023 | Abandon | 27 | 1 | 0 | No | No |
| 17162624 | SYSTEMS AND METHODS FOR A MULTILINGUAL SPEECH RECOGNITION FRAMEWORK | January 2021 | June 2023 | Allow | 28 | 1 | 0 | Yes | No |
| 17160103 | ENCODER, SYSTEM AND METHOD FOR METAPHOR DETECTION IN NATURAL LANGUAGE PROCESSING | January 2021 | February 2023 | Allow | 24 | 1 | 0 | No | No |
| 17149018 | Deliberation Model-Based Two-Pass End-To-End Speech Recognition | January 2021 | October 2023 | Allow | 33 | 2 | 0 | Yes | Yes |
| 17143913 | METHOD AND DEVICE FOR CONVERTING SPOKEN WORDS TO TEXT FORM | January 2021 | September 2023 | Abandon | 32 | 4 | 0 | Yes | No |
| 17136439 | CUSTOMIZATION OF RECURRENT NEURAL NETWORK TRANSDUCERS FOR SPEECH RECOGNITION | December 2020 | December 2023 | Allow | 35 | 3 | 0 | Yes | No |
| 17134143 | DEEP LEARNING BASED TEXT CLASSIFICATION | December 2020 | February 2023 | Allow | 25 | 1 | 0 | No | No |
| 17251511 | HOT-WORD FREE PRE-EMPTION OF AUTOMATED ASSISTANT RESPONSE PRESENTATION | December 2020 | April 2023 | Allow | 28 | 3 | 0 | Yes | No |
| 17251753 | CODING DEVICE, CODING METHOD, DECODING DEVICE, DECODING METHOD, AND PROGRAM | December 2020 | August 2025 | Abandon | 56 | 4 | 1 | No | No |
| 17112512 | DIALOG MANAGEMENT FOR MULTIPLE USERS | December 2020 | March 2024 | Allow | 39 | 4 | 0 | Yes | No |
| 17109008 | Abstract Meaning Representation Parsing with Graph Translation | December 2020 | March 2023 | Allow | 28 | 1 | 0 | Yes | No |
| 17101108 | SPEECH SIGNAL BANDWIDTH EXTENSION USING CASCADED NEURAL NETWORKS | November 2020 | January 2024 | Allow | 38 | 3 | 0 | Yes | No |
| 16953104 | DETECTION OF LIVE SPEECH | November 2020 | August 2023 | Abandon | 33 | 1 | 1 | No | No |
| 16951983 | MACHINE LEARNING TECHNIQUES FOR IDENTIFYING LOGICAL SECTIONS IN UNSTRUCTURED DATA | November 2020 | September 2024 | Abandon | 45 | 4 | 0 | Yes | No |
| 17096767 | ARCHITECTURE FOR GENERATING QA PAIRS FROM CONTEXTS | November 2020 | September 2023 | Allow | 34 | 2 | 0 | Yes | No |
| 17088206 | SYSTEM AND METHODS FOR TRAINING TASK-ORIENTED DIALOGUE (TOD) LANGUAGE MODELS | November 2020 | April 2023 | Allow | 29 | 2 | 0 | No | No |
| 17081378 | Voice Activty Detection Using Zero Crossing Detection | October 2020 | June 2023 | Allow | 31 | 3 | 0 | No | Yes |
| 17071913 | METHODS AND SYSTEMS FOR WORD EDIT DISTANCE EMBEDDING | October 2020 | April 2024 | Allow | 42 | 4 | 0 | Yes | No |
| 17062307 | PHONEME SOUND BASED CONTROLLER | October 2020 | December 2022 | Abandon | 26 | 1 | 0 | Yes | No |
| 17040746 | VOICE CONVERSATION ANALYSIS METHOD AND APPARATUS USING ARTIFICIAL INTELLIGENCE | September 2020 | June 2023 | Allow | 32 | 4 | 0 | Yes | No |
| 17022153 | ZERO-SHOT CROSS-LINGUAL TRANSFER LEARNING | September 2020 | November 2023 | Allow | 38 | 2 | 0 | Yes | Yes |
| 16929383 | SYSTEMS AND METHODS FOR FAST FILTERING OF AUDIO KEYWORD SEARCH | July 2020 | February 2024 | Allow | 43 | 4 | 0 | Yes | No |
| 16920519 | ORTHOGONALLY CONSTRAINED MULTI-HEAD ATTENTION FOR SPEECH TASKS | July 2020 | October 2023 | Allow | 39 | 4 | 0 | Yes | No |
| 16902731 | AUTONOMOUSLY MOTILE DEVICE WITH NOISE SUPPRESSION | June 2020 | August 2023 | Allow | 38 | 2 | 0 | Yes | No |
| 16897882 | CLIENT, SYSTEM AND METHOD FOR CUSTOMIZING VOICE BROADCAST | June 2020 | May 2023 | Abandon | 35 | 2 | 0 | Yes | No |
| 16770724 | ENCODED FEATURES AND RATE-BASED AUGMENTATION BASED SPEECH AUTHENTICATION | June 2020 | August 2022 | Allow | 26 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner TRACY JR., EDWARD.
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, 40.0% 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.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner TRACY JR., EDWARD works in Art Unit 2656 and has examined 81 patent applications in our dataset. With an allowance rate of 79.0%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 35 months.
Examiner TRACY JR., EDWARD's allowance rate of 79.0% places them in the 48% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by TRACY JR., EDWARD receive 2.46 office actions before reaching final disposition. This places the examiner in the 71% 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 TRACY JR., EDWARD is 35 months. This places the examiner in the 39% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +31.4% benefit to allowance rate for applications examined by TRACY JR., EDWARD. 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, 29.8% of applications are subsequently allowed. This success rate is in the 57% 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 23.9% of cases where such amendments are filed. This entry rate is in the 32% 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 100.0% of appeals filed. This is in the 91% percentile among all examiners. 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, 100.0% are granted (fully or in part). This grant rate is in the 91% 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 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 3.1% of allowed cases (in the 74% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).
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.