Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19049554 | MULTIMODAL HUMAN-MACHINE COLLABORATIVE INTERACTION SYSTEM AND METHOD | February 2025 | April 2025 | Allow | 2 | 0 | 0 | No | No |
| 18961174 | Automated System and Method That Services Inquiring Vessels | November 2024 | March 2025 | Allow | 4 | 1 | 0 | No | No |
| 18957623 | EXPLORATION OF RELEVANT INFORMATION FOR AUTOMATED WORKFLOWS | November 2024 | March 2025 | Allow | 4 | 0 | 0 | No | No |
| 18751911 | GENERATING AUTOMATED ASSISTANT RESPONSES AND/OR ACTIONS DIRECTLY FROM DIALOG HISTORY AND RESOURCES | June 2024 | October 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18660035 | SYSTEMS AND METHODS FOR AUGMENTING RARE DISEASE DICTIONARIES | May 2024 | January 2026 | Allow | 20 | 0 | 0 | No | No |
| 18650967 | SYSTEMS AND METHODS FOR MANAGING VOICE ENVIRONMENTS AND VOICE ROUTINES | April 2024 | September 2025 | Allow | 17 | 1 | 0 | No | No |
| 18639902 | SYSTEM AND METHOD OF FACILITATING HUMAN INTERACTIONS WITH PRODUCTS AND SERVICES OVER A NETWORK | April 2024 | July 2024 | Allow | 3 | 0 | 0 | Yes | No |
| 18639323 | MACHINE LEARNING PREDICTION OF TEXT TO HIGHLIGHT DURING LIVE AUTOMATED TEXT TRANSCRIPTION | April 2024 | July 2025 | Allow | 15 | 1 | 0 | No | No |
| 18629580 | TECHNIQUES FOR GENERATING MULTI-MODAL DISCOURSE TREES | April 2024 | May 2025 | Allow | 13 | 1 | 0 | No | No |
| 18620628 | APPENDING ASSISTANT SERVER REQUESTS, FROM A CLIENT ASSISTANT, WITH PROACTIVELY-AGGREGATED PERIPHERAL DEVICE DATA | March 2024 | August 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18597683 | SYSTEMS AND METHODS FOR ADVANCED VOICE MONITORING AND ANALYSIS | March 2024 | November 2025 | Allow | 21 | 0 | 0 | No | No |
| 18596161 | AUDIO-BASED ACCESS CONTROL | March 2024 | September 2025 | Allow | 19 | 1 | 0 | No | No |
| 18589236 | DIGITAL ASSISTANT INTERACTIONS IN A VOICE COMMUNICATION SESSION BETWEEN AN ELECTRONIC DEVICE AND A REMOTE ELECTRONIC DEVICE | February 2024 | November 2025 | Allow | 21 | 0 | 0 | No | No |
| 18293643 | AUTOMATIC GAIN CONTROL METHOD AND APPARATUS FOR VOICE INTERACTION SYSTEM, AND SYSTEM | January 2024 | February 2026 | Allow | 25 | 1 | 0 | No | No |
| 18427538 | METHOD AND DEVICE OF GENERATING ACOUSTIC FEATURES, SPEECH MODEL TRAINING, AND SPEECH RECOGNITION | January 2024 | April 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18426726 | UNIFIED SPEECH/AUDIO CODEC (USAC) PROCESSING WINDOWS SEQUENCE BASED MODE SWITCHING | January 2024 | March 2025 | Allow | 13 | 1 | 0 | No | No |
| 18412876 | ELECTRONIC DEVICE, SYSTEM AND CONTROL METHOD THEREOF | January 2024 | March 2026 | Allow | 26 | 1 | 0 | Yes | No |
| 18405860 | APPROACHES TO DERIVING AND SURFACING INSIGHTS INTO CONVERSATIONS IN VIRTUAL ENVIRONMENTS AND SYSTEMS FOR ACCOMPLISHING THE SAME | January 2024 | August 2025 | Abandon | 19 | 1 | 0 | No | No |
| 18401530 | LANGUAGE MODEL ORCHESTRATION | December 2023 | June 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18399399 | METHOD AND APPARATUS FOR EXTRACTING FEATURE REPRESENTATION, DEVICE, MEDIUM, AND PROGRAM PRODUCT | December 2023 | February 2026 | Allow | 25 | 1 | 0 | Yes | No |
| 18396723 | METHOD AND APPARATUS FOR ENVIRONMENTAL SITUATION RECOGNITION AND INTERACTION | December 2023 | March 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18392947 | SYSTEM AND METHOD OF FACILITATING HUMAN INTERACTIONS WITH PRODUCTS AND SERVICES OVER A NETWORK | December 2023 | May 2024 | Allow | 5 | 0 | 0 | Yes | No |
| 18545452 | SEARCH RESULTS SUMMARIZATION TUNING | December 2023 | August 2025 | Allow | 20 | 0 | 0 | No | No |
| 18545902 | ACTIONABLE VOICE COMMANDS WITHIN A CONNECTED FITNESS PLATFORM | December 2023 | October 2025 | Allow | 22 | 0 | 0 | Yes | No |
| 18541315 | AUTOMATIC SPEECH RECOGNITION USING LANGUAGE MODEL-GENERATED CONTEXT | December 2023 | September 2025 | Allow | 21 | 0 | 0 | No | No |
| 18540772 | SOUND SIGNAL PROCESSING METHOD AND APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM | December 2023 | March 2026 | Allow | 27 | 1 | 0 | No | No |
| 18540361 | Method and Device for Voice Activity Detection | December 2023 | June 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18535568 | ELECTRONIC DEVICE FOR CONTROLLING EXECUTION OF VOICE COMMAND AND METHOD THEREOF | December 2023 | January 2026 | Allow | 25 | 1 | 0 | Yes | No |
| 18535725 | INTENT EVALUATION FOR SMART ASSISTANT COMPUTING SYSTEM | December 2023 | March 2026 | Allow | 27 | 1 | 0 | No | No |
| 18565573 | DISPLAY CONTROL DEVICE AND DISPLAY CONTROL METHOD | November 2023 | November 2025 | Allow | 24 | 1 | 0 | Yes | No |
| 18563131 | INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD | November 2023 | January 2026 | Allow | 26 | 1 | 0 | No | No |
| 18507620 | CLARIFICATION RECOMMENDATIONS FOR A LARGE LANGUAGE MODEL ANSWER WITH VARIOUS UNDERSTANDINGS OR MULTIPLE SUBTOPICS | November 2023 | October 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18498241 | VOICE RECOGNITION DEVICE HAVING BARGE-IN FUNCTION AND METHOD THEREOF | October 2023 | December 2025 | Allow | 26 | 1 | 0 | No | No |
| 18385710 | NETWORK SOURCE IDENTIFICATION VIA AUDIO SIGNALS | October 2023 | February 2025 | Allow | 16 | 1 | 0 | No | No |
| 18488647 | VOICE INTERACTION METHOD AND APPARATUS | October 2023 | November 2025 | Allow | 25 | 1 | 0 | No | No |
| 18378997 | METHOD FOR ANALYZING USER UTTERANCE BASED ON UTTERANCE CACHE AND ELECTRONIC DEVICE SUPPORTING THE SAME | October 2023 | November 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18378371 | APPARATUS PERFORMING BASED ON VOICE RECOGNITION AND ARTIFICIAL INTELLIGENCE AND METHOD FOR CONTROLLING THEREOF | October 2023 | November 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18473701 | DATA PROCESSING METHOD, DEVICE WAKE-UP METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | September 2023 | October 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18471932 | SYSTEM AND METHOD OF FACILITATING HUMAN INTERACTIONS WITH PRODUCTS AND SERVICES OVER A NETWORK | September 2023 | November 2023 | Allow | 2 | 0 | 0 | Yes | No |
| 18471702 | VOICE CONTROL METHOD AND APPARATUS | September 2023 | July 2025 | Allow | 22 | 0 | 0 | No | No |
| 18470788 | SYSTEM AND METHOD FOR KEYWORD SPOTTING IN NOISY ENVIRONMENTS | September 2023 | October 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18369291 | CONFIGURABLE OUTPUT DATA FORMATS | September 2023 | September 2024 | Allow | 11 | 1 | 0 | No | No |
| 18368975 | EFFICIENT AND LOW LATENCY AUTOMATED ASSISTANT CONTROL OF SMART DEVICES | September 2023 | October 2024 | Allow | 13 | 1 | 0 | No | No |
| 18461634 | MULTIPLE RESULTS PRESENTATION | September 2023 | June 2025 | Allow | 22 | 0 | 0 | Yes | No |
| 18239401 | SYSTEMS AND METHODS FOR USING CONJUNCTIONS IN A VOICE INPUT TO CAUSE A SEARCH APPLICATION TO WAIT FOR ADDITIONAL INPUTS | August 2023 | September 2025 | Allow | 25 | 2 | 0 | No | No |
| 18239089 | PROCESSING MULTIPLE INTENTS FROM AN AUDIO STREAM IN AN EXTENDED REALITY APPLICATION | August 2023 | January 2026 | Abandon | 28 | 1 | 0 | No | No |
| 18235755 | INTELLIGENT DEVICE ARBITRATION AND CONTROL | August 2023 | September 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18450588 | METHOD AND SYSTEM FOR DOCUMENT STRUCTURE BASED UNSUPERVISED LONG-FORM TECHNICAL QUESTION GENERATION | August 2023 | June 2025 | Allow | 22 | 0 | 0 | No | No |
| 18231660 | METHOD AND VOICE ASSISTANCE APPARATUS FOR PROVIDING AN INTELLIGENCE RESPONSE | August 2023 | January 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18363532 | SPEECH CONTROL SYSTEM AND METHOD, APPARATUS, DEVICE, MEDIUM, AND PROGRAM PRODUCT | August 2023 | October 2025 | Allow | 26 | 1 | 0 | No | No |
| 18362927 | System and Method for Contextualized Communication Events and Notifications for Project Management Based on Conversation Processing | July 2023 | January 2024 | Allow | 5 | 0 | 0 | Yes | No |
| 18227629 | Dialogue Management Method, Dialogue Management System, And Computer-Readable Recording Medium | July 2023 | June 2025 | Allow | 22 | 0 | 0 | No | No |
| 18225985 | TUNING A GENERATIVE ARTIFICIAL INTELLIGENCE MODEL | July 2023 | September 2023 | Allow | 2 | 0 | 0 | No | No |
| 18357594 | ELECTRONIC DEVICE SUPPORTING SPEECH RECOGNITION AND OPERATING METHOD THEREOF | July 2023 | October 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18351834 | COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING DEVICE | July 2023 | December 2025 | Abandon | 29 | 1 | 0 | No | No |
| 18348841 | VOICE INTERACTION METHOD AND APPARATUS | July 2023 | October 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18219060 | ELECTRONIC DEVICE AND UTTERANCE PROCESSING METHOD THEREOF | July 2023 | September 2025 | Allow | 27 | 1 | 0 | No | No |
| 18212499 | Command Disambiguation based on Environmental Context | June 2023 | February 2026 | Allow | 32 | 2 | 0 | Yes | Yes |
| 18333573 | PERSONALITY-ENHANCED CHAT DISCOURSE RESPONSES | June 2023 | May 2025 | Allow | 23 | 0 | 0 | No | No |
| 18254471 | LAYOUT METHOD, LAYOUT APPARATUS AND PROGRAM | May 2023 | December 2025 | Abandon | 31 | 1 | 0 | No | No |
| 18321353 | CHANNEL-COMPENSATED LOW-LEVEL FEATURES FOR SPEAKER RECOGNITION | May 2023 | March 2025 | Allow | 22 | 1 | 0 | No | No |
| 18197724 | APPARATUS AND METHOD FOR PROCESSING AN AUDIO SIGNAL USING A HARMONIC POST-FILTER | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18195770 | SYSTEM FOR GENERATING ANSWERS BASED ON MULTI-TASK LEARNING AND CONTROL METHOD THEREOF | May 2023 | September 2025 | Allow | 28 | 1 | 0 | No | No |
| 18144348 | METHOD AND APPARATUS FOR PROVIDING VOICE ASSISTANT SERVICE | May 2023 | August 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18141051 | NATURAL LANGUAGE GENERATION | April 2023 | April 2025 | Allow | 23 | 0 | 0 | No | No |
| 18135500 | SYSTEMS AND METHODS FOR DYNAMICALLY ADJUSTING A LISTENING TIME OF A VOICE ASSISTANT DEVICE | April 2023 | July 2025 | Allow | 27 | 1 | 0 | No | No |
| 18192452 | DEVICES, SYSTEMS, AND METHODS FOR DISTRIBUTED VOICE PROCESSING | March 2023 | July 2024 | Allow | 16 | 1 | 0 | No | No |
| 18117802 | NATURAL LANGUAGE PROCESSING | March 2023 | March 2025 | Allow | 24 | 1 | 0 | No | No |
| 18115007 | NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING APPARATUS | February 2023 | July 2025 | Allow | 29 | 1 | 0 | No | No |
| 18019617 | Digital Apparatus and Application for Treating Social Communication Disorder | February 2023 | September 2025 | Abandon | 31 | 1 | 0 | No | No |
| 18151106 | Method and Device for Encoding a High Frequency Signal, and Method and Device for Decoding a High Frequency Signal | January 2023 | May 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18084742 | APPARATUSES AND METHODS FOR SELECTIVELY INSERTING TEXT INTO A VIDEO RESUME | December 2022 | August 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18067561 | COMPUTING ACTION RECOMMENDATION SYSTEM FOR FACILITATING REAL TIME COMMUNICATION | December 2022 | January 2025 | Allow | 26 | 0 | 0 | No | No |
| 18082179 | ELECTRONIC DEVICE AND METHOD FOR RECOMMENDING VOICE COMMAND THEREOF | December 2022 | April 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18078483 | METHOD AND APPARATUS FOR AUDIO PROCESSING, ELECTRONIC DEVICE AND STORAGE MEDIUM | December 2022 | January 2025 | Allow | 26 | 0 | 0 | Yes | No |
| 18074513 | VOICE COMMAND SYSTEM AND VOICE COMMAND METHOD | December 2022 | January 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18074757 | SYSTEMS AND METHODS TO AUTOMATE TRUST DELIVERY | December 2022 | April 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 18059650 | AUTOMATED EXTRACTION AND CLASSIFICATION OF PROJECT INITIATION RELATED INFORMATION FROM REQUEST FOR PROPOSAL RESPONSE DOCUMENTS | November 2022 | December 2024 | Allow | 25 | 0 | 0 | No | No |
| 18058389 | APPARATUS AND METHOD FOR SELECTING ONE OF A FIRST ENCODING ALGORITHM AND A SECOND ENCODING ALGORITHM | November 2022 | October 2023 | Allow | 10 | 0 | 0 | Yes | No |
| 17925025 | AUDIO SOURCE SEPARATION AND AUDIO DUBBING | November 2022 | April 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 17985795 | AUDIO CONTENT RECOGNITION METHOD AND APPARATUS, AND DEVICE AND COMPUTER-READABLE MEDIUM | November 2022 | July 2023 | Allow | 18 | 1 | 0 | Yes | No |
| 17984394 | SYSTEMS AND METHODS FOR AVOIDING INADVERTENTLY TRIGGERING A VOICE ASSISTANT | November 2022 | January 2024 | Allow | 15 | 1 | 0 | No | No |
| 17984083 | APPROACHES TO DERIVING AND SURFACING INSIGHTS INTO CONVERSATIONS IN VIRTUAL ENVIRONMENTS AND SYSTEMS FOR ACCOMPLISHING THE SAME | November 2022 | August 2023 | Allow | 10 | 1 | 0 | No | No |
| 17979333 | Method for Dynamic AI Supported Graph-Analytics Self Learning Templates | November 2022 | November 2024 | Allow | 25 | 0 | 0 | No | No |
| 18049241 | SYSTEM AND METHOD FOR MODIFYING OPERATIONS OF TELECOMMUNICATION DEVICES USING CONVERSATION PROCESSING | October 2022 | February 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 17970953 | PROMPT GENERATION FOR GUIDED CUSTOM MACHINE LEARNING COLLABORATION | October 2022 | April 2025 | Allow | 30 | 1 | 0 | No | No |
| 17996643 | METHOD AND APPARATUS FOR CORRECTING VOICE DIALOGUE | October 2022 | July 2023 | Allow | 9 | 0 | 0 | Yes | No |
| 18048064 | WIREFRAME GENERATION | October 2022 | December 2024 | Allow | 26 | 0 | 0 | No | No |
| 17965758 | SYSTEM AND A METHOD FOR PHONETIC-BASED TRANSLITERATION | October 2022 | October 2025 | Allow | 36 | 1 | 1 | No | No |
| 17965720 | PROCESSING MULTIPLE INTENTS FROM AN AUDIO STREAM IN A VIRTUAL REALITY APPLICATION | October 2022 | June 2023 | Allow | 8 | 1 | 0 | No | No |
| 17956003 | DETECTING CORRUPTED SPEECH IN VOICE-BASED COMPUTER INTERFACES | September 2022 | March 2025 | Allow | 29 | 1 | 0 | No | No |
| 17934372 | AUTOMATIC SPEECH RECOGNITION CORRECTION | September 2022 | January 2025 | Allow | 27 | 1 | 0 | No | No |
| 17932909 | DEVICES, SYSTEMS, AND METHODS FOR SELECTIVELY PROVIDING CONTEXTUAL LANGUAGE TRANSLATION | September 2022 | May 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17899162 | GENERATING AUTOMATED ASSISTANT RESPONSES AND/OR ACTIONS DIRECTLY FROM DIALOG HISTORY AND RESOURCES | August 2022 | February 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 17908212 | TEXT GENERATION APPARATUS, TEXT GENERATION LEARNING APPARATUS, TEXT GENERATION METHOD, TEXT GENERATION LEARNING METHOD AND PROGRAM | August 2022 | October 2025 | Abandon | 37 | 2 | 0 | Yes | No |
| 17897055 | VISION-BASED DOCUMENT LANGUAGE IDENTIFICATION BY JOINT SUPERVISION | August 2022 | July 2024 | Allow | 23 | 0 | 0 | Yes | No |
| 17895256 | UNIFIED SPEECH/AUDIO CODEC (USAC) PROCESSING WINDOWS SEQUENCE BASED MODE SWITCHING | August 2022 | October 2023 | Allow | 14 | 1 | 0 | No | No |
| 17894496 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM | August 2022 | September 2024 | Allow | 24 | 0 | 0 | No | No |
| 17887200 | COMPUTING SYSTEMS AND METHODS FOR FACILITATING ENGAGEMENT VIA DIRECT MAIL | August 2022 | January 2025 | Allow | 30 | 1 | 0 | Yes | No |
| 17885659 | VOICE INTEGRATED USER INTERFACE FOR A DOMESTIC APPLIANCE | August 2022 | June 2025 | Abandon | 34 | 2 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner AZAD, ABUL K.
With a 40.0% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is above the USPTO average, indicating that appeals have better success 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, 60.0% 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 AZAD, ABUL K works in Art Unit 2656 and has examined 264 patent applications in our dataset. With an allowance rate of 91.7%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 25 months.
Examiner AZAD, ABUL K's allowance rate of 91.7% 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 AZAD, ABUL K receive 1.16 office actions before reaching final disposition. This places the examiner in the 13% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.
The median time to disposition (half-life) for applications examined by AZAD, ABUL K is 25 months. This places the examiner in the 79% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +4.4% benefit to allowance rate for applications examined by AZAD, ABUL K. This interview benefit is in the 28% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 39.5% of applications are subsequently allowed. This success rate is in the 90% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.
This examiner enters after-final amendments leading to allowance in 40.5% of cases where such amendments are filed. This entry rate is in the 62% 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, 100.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 73% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 61.5% of appeals filed. This is in the 39% percentile among all examiners. Of these withdrawals, 50.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.
When applicants file petitions regarding this examiner's actions, 48.3% are granted (fully or in part). This grant rate is in the 44% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.
Examiner's Amendments: This examiner makes examiner's amendments in 0.4% of allowed cases (in the 58% 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 1.7% of allowed cases (in the 66% 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.