USPTO Examiner ADDY THJUAN KNOWLIN - Art Unit 2693

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19188702DYNAMIC CONTENT FLOW ADAPTATION FOR CALL REPRESENTATIVESApril 2025August 2025Allow410NoNo
19092532SYSTEMS FOR TRANSITIONING TELEPHONY-BASED AND IN-PERSON SERVICING INTERACTIONS TO AND FROM AN ARTIFICIAL INTELLIGENCE (AI) CHAT SESSIONMarch 2025June 2025Allow310NoNo
19003233COVERT SPORTS COMMUNICATION SYSTEMDecember 2024September 2025Allow910NoNo
18956292SYSTEMS AND METHODS FOR ANALYZING AND REDIRECTING ACTIVE CALLSNovember 2024January 2025Allow200NoNo
18838366METHOD FOR PROCESSING AUDIO SIGNAL TO BE SUPPLIED TO DEVICE, ELECTRONIC APPARATUS, AND COMPUTER-READABLE RECORDING MEDIUMAugust 2024March 2026Allow1900NoNo
18798958LOUDSPEAKER SYSTEM WITH REDUCED REAR SOUND RADIATION OVER A WIDE FREQUENCY RANGEAugust 2024February 2026Allow1900NoNo
18784162SYSTEMS FOR TRANSITIONING TELEPHONY-BASED AND IN-PERSON SERVICING INTERACTIONS TO AND FROM AN ARTIFICIAL INTELLIGENCE (AI) CHAT SESSIONJuly 2024January 2025Allow610NoNo
18777083Signaling for Immersive Audio RenderingJuly 2024March 2026Allow2000NoNo
18754462Small Footprint Multi-Channel Keyword SpottingJune 2024September 2025Allow1510NoNo
18753796Source-Dependent Audio Enhancement ProcessingJune 2024February 2026Allow2000NoNo
18752785MACHINE LEARNING BASED CALL ROUTING SYSTEMJune 2024December 2025Allow1710NoNo
18748833METHOD FOR DETERMINING AN ACTIVITY OF AN INTRINSIC VOICE OF A USER OF A HEARING DEVICE, HEARING DEVICE, AND HEARING DEVICE SYSTEMJune 2024February 2026Allow2000NoNo
18747473VIBRATION DAMPING LOUDSPEAKERJune 2024January 2026Allow1900NoNo
18747395SpeakerJune 2024February 2026Allow2000NoNo
18745469METHODS AND APPARATUS FOR BYPASSING HOLDSJune 2024April 2025Allow1010NoNo
18744909SYSTEM AND METHOD FOR SERVING MULTIPLE CUSTOMERS BY A LIVE AGENTJune 2024February 2026Allow2010NoNo
18677504MONITORING AND TESTING OF WEB REAL-TIME COMMUNICATIONS (WEBRTC) SESSIONSMay 2024March 2025Allow1010NoNo
18669921PARTIAL AUTOMATION OF TEXT CHAT CONVERSATIONSMay 2024March 2025Allow910NoNo
18666272SYSTEMS AND METHODS FOR A CONTACT FLOW VISUALIZERMay 2024February 2026Allow2100NoNo
18660433DIRECTIONALLY DEPENDENT ACOUSTIC STRUCTURE FOR AUDIO PROCESSING RELATED TO AT LEAST ONE MICROPHONE SENSORMay 2024February 2026Allow2200NoNo
18651723ULTRASONIC TRANSDUCERMay 2024December 2025Allow2000YesNo
18651974Computer-Assisted Patient Navigation and Information Systems and MethodsMay 2024May 2025Allow1200NoNo
18645101HEADPHONES WITH TIMING CAPABILITY AND ENHANCED SECURITYApril 2024April 2025Allow1210NoNo
18632483METHOD FOR OPERATING A HEARING DEVICE SYSTEM AND HEARING DEVICE SYSTEMApril 2024February 2026Allow2210NoNo
18631051INFORMATION PROCESSING APPARATUS AND METHODApril 2024October 2025Allow1800NoNo
18629376COMMUNICATION ROUTER AND HUBApril 2024August 2025Allow1610NoNo
18627455SOUND GENERATING APPARATUSApril 2024June 2025Allow1500NoNo
18699151CIRCUMAURAL OR SUPRA-AURAL EARPIECE OF AN AUDIO HEADSET AND ASSOCIATED ASSEMBLY METHODApril 2024March 2026Allow2300NoNo
18627110ELECTROACOUSTIC CONVERSION DEVICEApril 2024October 2025Allow1900NoNo
18624844AUDIO SYSTEM WITH DETACHABLE GRILLApril 2024March 2026Allow2310NoNo
18622291Systems and Methods for Inducing Modulation of User’s Voice Level by a Hearing DeviceMarch 2024February 2026Allow2310NoNo
18611758System and Method for Improved Remote Collaboration During a CallMarch 2024July 2025Allow1610NoNo
18608223DISPLAY PANEL, DISPLAY DEVICE, FABRICATING METHOD AND CONTROL METHOD OF DISPLAY PANELMarch 2024March 2025Allow1210NoNo
18608406SYSTEMS AND METHODS FOR GENERATING DYNAMIC LINKS IN FEDERATED DATA CHANNELSMarch 2024October 2025Allow1900NoNo
18602517PERSONALIZATION OF AUDIO CONTENT WITHIN A REAL-WORLD ENVIRONMENTMarch 2024February 2026Allow2310NoNo
18601987CALL ROUTING METHODS AND SYSTEMSMarch 2024September 2025Allow1910NoNo
18597643HRTF DETERMINATION USING A HEADSET AND IN-EAR DEVICESMarch 2024January 2026Allow2210NoNo
18589208SYSTEM AND METHOD FOR AUTOGENERATED SYNTHETIC OPERATIONAL CUSTOMER SATISFACTION SCORING AND ANALYSISFebruary 2024December 2024Allow1010NoNo
18584290MULTICHANNEL AUDIO ENCODE AND DECODE USING DIRECTIONAL METADATAFebruary 2024January 2025Allow1110NoNo
18684763SOUND LOCALIZATION METHOD, APPARATUS AND DEVICEFebruary 2024November 2025Allow2100NoNo
18441073COMPLEXITY ASSESSMENTS FOR AGENT PERFORMANCE ANALYSIS USING MEMORY NEURAL NETWORKSFebruary 2024March 2026Allow2510NoNo
18683542INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAMFebruary 2024February 2026Allow2410NoNo
18683481ELECTRONIC DEVICE PACKAGING SYSTEM BUILT OF USABLE COMPONENTS COMPLEMENTING THE FUNCTIONALITY OF THE DEVICEFebruary 2024September 2025Allow2000NoNo
18434722DETACHABLE LOUDSPEAKER AND METAL DETECTORFebruary 2024September 2025Allow1900NoNo
18433036COMMUNICATION APPARATUS, CONTROL METHOD FOR COMMUNICATION APPARATUS, AND STORAGE MEDIUMFebruary 2024September 2025Allow1910NoNo
18425836METHOD AND SYSTEM FOR DIRECTORY NUMBER MANAGEMENTJanuary 2024September 2025Allow1900NoNo
18422263SYSTEMS FOR TRANSITIONING TELEPHONY-BASED AND IN-PERSON SERVICING INTERACTIONS TO AND FROM AN ARTIFICIAL INTELLIGENCE (AI) CHAT SESSIONJanuary 2024April 2024Allow310NoNo
18422820Connecting A Supervisor Device To A Contact Center EngagementJanuary 2024December 2024Allow1110NoNo
18413336ENHANCED INTERACTIVE VOICE RESPONSE SYSTEM PROVIDING BI-COMMUNICATION PATHWAYS FOR CALL SUPPORT AND ROUTINGJanuary 2024September 2025Allow2000NoNo
18411736Room-Informed Binaural RenderingJanuary 2024August 2025Allow1900NoNo
18409013METHOD AND APPARATUS FOR GENERATING AUDIO SIGNAL, AND METHOD AND APPARATUS FOR REPRODUCING AUDIO SIGNALJanuary 2024January 2026Allow2410NoNo
18402847COVERT SPORTS COMMUNICATION SYSTEMJanuary 2024October 2024Allow1010NoNo
18390531Associated Spatial Audio PlaybackDecember 2023March 2025Allow1510NoNo
18390730DUAL COMPRESSION DRIVER WITH ANNULAR EXITDecember 2023August 2025Allow2000NoNo
18540398Request Routing Based On Contact Center Engagement HistoryDecember 2023May 2025Allow1720NoNo
18534772SYSTEMS AND METHODS FOR AUDIO SIGNAL GENERATIONDecember 2023September 2024Allow910NoNo
18505987CONTEXTUAL AWARENESS SUBSYSTEM FOR AUGMENTED HEARINGNovember 2023March 2026Allow2810NoNo
18502265AUDIO AMPLIFIER CIRCUIT AND AUDIO OUTPUT DEVICE USING THE SAMENovember 2023August 2025Allow2100NoNo
18498791ENGINE SOUND GENERATING SYSTEM BASED ON STRING SOUND SOURCE, AND ENGINE SOUND GENERATING METHODOctober 2023November 2025Allow2400NoNo
18486436ELEVATING ACOUSTIC HOWLING SUPPRESSION VIA RECURSIVE NEURAL NETWORK TRAININGOctober 2023August 2025Allow2200NoNo
18481572METHODS FOR AUDITING COMMUNICATION SESSIONSOctober 2023September 2024Allow1210NoNo
18376605VOICE AND SPEECH RECOGNITION FOR CALL CENTER FEEDBACK AND QUALITY ASSURANCEOctober 2023June 2024Allow900NoNo
18376770SPEECH REPRODUCTION CONTROL SYSTEM, SPEECH REPRODUCTION CONTROL METHOD AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM ENCODED WITH SPEECH REPRODUCTION CONTROL PROGRAMOctober 2023October 2025Allow2500NoNo
18553208AUDIO SIGNAL PROCESSING METHOD AND APPARATUS, DEVICE AND STORAGE MEDIUMSeptember 2023June 2025Allow2000NoNo
18285226GENERATOR SET VISUALIZATION AND NOISE SOURCE LOCALIZATION USING ACOUSTIC DATASeptember 2023June 2025Allow2100NoNo
18462554Property Modification During Communication SessionSeptember 2023September 2025Allow2400NoNo
18462552Call Flow Modification Based On Un-Anchored Agent InputSeptember 2023June 2025Allow2200NoNo
18462279MACHINE LEARNING BASED CALL ROUTING SYSTEMSeptember 2023March 2024Allow700NoNo
18548201EARPHONEAugust 2023May 2025Allow2100NoNo
18238668CONTENT-BASED AUDIO SPATIALIZATIONAugust 2023June 2025Allow2100NoNo
18237904METHOD AND ELECTRONIC DEVICE FOR TRAINING COMPLEX NEURAL MODEL OF ACOUSTIC ECHO CANCELLATIONAugust 2023June 2025Allow2100NoNo
18235482INTENT ANALYSIS FOR CALL CENTER RESPONSE GENERATIONAugust 2023May 2024Allow910NoNo
18450025SYSTEMS AND METHODS FOR IMPROVED AGENT-CUSTOMER COMMUNICATION AND INSURANCE ENROLLMENTAugust 2023March 2025Allow1900NoNo
18448179User Interaction Enhancement For Contact CenterAugust 2023July 2024Allow1110NoNo
18358263POWER CONVERSION BY A PHASE-CONTROLLED CASCADE OF AN INDUCTOR-BASED POWER SUPPLY AND A CHARGE PUMPJuly 2023May 2025Allow2200NoNo
18350620EXPOSURE RISK QUANTIFICATIONJuly 2023June 2025Allow2300NoNo
18349467SYSTEMS FOR TRANSITIONING TELEPHONY-BASED AND IN-PERSON SERVICING INTERACTIONS TO AND FROM AN ARTIFICIAL INTELLIGENCE (AI) CHAT SESSIONJuly 2023November 2023Allow410NoNo
18348875SYSTEMS AND PROCESSES FOR BIAS REMOVAL IN A PREDICTIVE PERFORMANCE MODELJuly 2023June 2024Allow1210NoNo
18345712SYSTEMS AND PROCESSES FOR BIAS REMOVAL IN A PREDICTIVE PERFORMANCE MODELJune 2023June 2024Allow1210NoNo
18342706SYSTEM AND METHOD FOR ENHANCED VIRTUAL QUEUINGJune 2023October 2024Abandon1610NoNo
18209770Semi-Active Noise Control System for an AircraftJune 2023April 2025Allow2200NoNo
18207224FAULT DIAGNOSTIC APPARATUS USING MICROPHONEJune 2023April 2025Allow2200NoNo
18327671DETECTION AND ENHANCEMENT OF SPEECH IN BINAURAL RECORDINGSJune 2023April 2025Allow2200NoNo
18203094VOICE AND SPEECH RECOGNITION FOR CALL CENTER FEEDBACK AND QUALITY ASSURANCEMay 2023May 2024Allow1110NoNo
18325363Hand Cleanliness MonitoringMay 2023June 2024Allow1310NoNo
18325065ADAPTIVE CLOUD CONVERSATION ECOSYSTEMMay 2023February 2024Allow910NoNo
18325062SYSTEM AND METHOD FOR AN ADAPTIVE CLOUD CONVERSATION PLATFORMMay 2023September 2024Abandon1610NoNo
18202240ELECTRONIC PROCESSING DEVICE AND PROCESSING METHOD, ASSOCIATED ACOUSTIC APPARATUS AND COMPUTER PROGRAMMay 2023March 2025Allow2200NoNo
18322588SYSTEM AND METHODS FOR MONITORING AND TESTING REAL-TIME COMMUNICATIONS BETWEEN WEB BROWSERS AND CONTACT CENTERSMay 2023March 2024Allow1010NoNo
18200945METHOD AND APPARATUS FOR AN ULTRASONIC EMITTER SYSTEM FLOOR AUDIO UNITMay 2023September 2024Allow1610NoNo
18199711METHODS AND APPARATUS FOR BYPASSING HOLDSMay 2023February 2024Allow910NoNo
18198545AGENT ATTENTION CAPACITY MODELINGMay 2023October 2025Allow2910NoNo
18198148REAL-TIME CONTACT CENTER SPEECH ANALYTICS, WITH CRITICAL CALL ALERTS, DEPLOYED ACROSS MULTIPLE SECURITY ZONESMay 2023February 2024Allow910NoNo
18315144ELECTRONIC DEVICE COMPRISING SPEAKER MODULEMay 2023June 2025Allow2500NoNo
18314969APPARATUS AND METHOD FOR PROVIDING TELECOMMUNICATION ROUTING DATAMay 2023August 2025Allow2800NoNo
18311581MICROPHONE ARRANGEMENTMay 2023March 2025Allow2300NoNo
18302940SYSTEMS AND METHODS FOR DETECTING COMPLAINT INTERACTIONSApril 2023March 2024Allow1110NoNo
18300381SYSTEMS AND METHODS FOR ENHANCING IN-CALL EXPERIENCE OF CUSTOMERSApril 2023January 2026Abandon3310NoNo
18248718SEMICONDUCTOR INTEGRATED CIRCUIT DEVICE AND MICROPHONE MODULE USING SAMEApril 2023July 2025Allow2700NoNo
18297017METHODS AND INTERNET OF THINGS SYSTEMS FOR GAS OPERATION BASED ON CALL CENTERS OF SMART GASApril 2023December 2024Allow2000NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ADDY, THJUAN KNOWLIN.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2
Examiner Affirmed
2
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
10.5%
Lower than average

What This Means

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.

Strategic Value of Filing an Appeal

Total Appeal Filings
11
Allowed After Appeal Filing
2
(18.2%)
Not Allowed After Appeal Filing
9
(81.8%)
Filing Benefit Percentile
22.2%
Lower than average

Understanding Appeal Filing Strategy

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, 18.2% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.

Strategic Recommendations

Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.

Filing a Notice of Appeal shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner ADDY, THJUAN KNOWLIN - Prosecution Strategy Guide

Executive Summary

Examiner ADDY, THJUAN KNOWLIN works in Art Unit 2693 and has examined 116 patent applications in our dataset. With an allowance rate of 98.3%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 18 months.

Allowance Patterns

Examiner ADDY, THJUAN KNOWLIN's allowance rate of 98.3% places them in the 91% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by ADDY, THJUAN KNOWLIN receive 1.61 office actions before reaching final disposition. This places the examiner in the 31% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by ADDY, THJUAN KNOWLIN is 18 months. This places the examiner in the 96% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +1.8% benefit to allowance rate for applications examined by ADDY, THJUAN KNOWLIN. This interview benefit is in the 21% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 39.8% 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.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 50.0% of cases where such amendments are filed. This entry rate is in the 75% percentile among all examiners. Strategic Recommendation: This examiner is highly receptive to after-final amendments compared to other examiners. Per MPEP § 714.12, after-final amendments may be entered "under justifiable circumstances." Consider filing after-final amendments with a clear showing of allowability rather than immediately filing an RCE, as this examiner frequently enters such amendments.

Pre-Appeal Conference Effectiveness

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.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 80.0% of appeals filed. This is in the 72% percentile among all examiners. Of these withdrawals, 25.0% 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.

Petition Practice

When applicants file petitions regarding this examiner's actions, 54.5% are granted (fully or in part). This grant rate is in the 56% 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 Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.9% of allowed cases (in the 65% 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.

Prosecution Strategy Recommendations

Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:

  • Consider after-final amendments: This examiner frequently enters after-final amendments. If you can clearly overcome rejections with claim amendments, file an after-final amendment before resorting to an RCE.
  • RCEs are effective: This examiner has a high allowance rate after RCE compared to others. If you receive a final rejection and have substantive amendments or arguments, an RCE is likely to be successful.

Relevant MPEP Sections for Prosecution Strategy

  • MPEP § 713.10: Examiner interviews - available before Notice of Allowance or transfer to PTAB
  • MPEP § 714.12: After-final amendments - may be entered "under justifiable circumstances"
  • MPEP § 1002.02(c): Petitionable matters to Technology Center Director
  • MPEP § 1004: Actions requiring primary examiner signature (allowances, final rejections, examiner's answers)
  • MPEP § 1207.01: Appeal conferences - mandatory for all appeals
  • MPEP § 1214.07: Reopening prosecution after appeal

Important Disclaimer

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.