USPTO Examiner COULTER KENNETH R - Art Unit 2445

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
19216822SYSTEMS AND METHODS TO IMPLEMENT AN EXCHANGE MESSAGING POLICYMay 2025September 2025Allow410NoNo
18941430UTILIZING A LARGE LANGUAGE MODEL TO GENERATE AN AUTOMATED COMMUNICATION FLOWNovember 2024March 2026Allow1600YesNo
18934310SYSTEMS AND METHODS TO IMPLEMENT AN EXCHANGE MESSAGING POLICYNovember 2024March 2025Allow410NoNo
18796624SYSTEMS AND METHODS FOR REAUTHORIZATION REQUEST NOTIFICATIONAugust 2024February 2026Allow1910NoNo
18834203QUALITY OF EXPERIENCE DIRECTED NETWORK RESOURCE HANDLINGJuly 2024January 2026Allow1810NoNo
18787726APPARATUS AND METHODS FOR PACKETIZED CONTENT ROUTING AND DELIVERYJuly 2024February 2026Allow1910NoNo
18784399INTELLIGENT DOMAIN NAME SERVICE (DNS) PRE-CACHEJuly 2024January 2026Allow1800NoNo
18769157SYSTEM AND METHOD FOR IMPLEMENTING PARALLEL SOFTWARE INSTANCES IN O-RAN IN A CELLULAR NETWORKJuly 2024January 2026Allow1810NoNo
18725932PATH COMPUTATION METHOD, NODE, STORAGE MEDIUM AND COMPUTER PROGRAM PRODUCTJuly 2024November 2025Allow1700NoNo
18749987Registration Method and Apparatus for Internet of Things Device, Communication Device, Core Network Device, Storage Medium and SystemJune 2024February 2026Allow2010NoNo
18742301AUTOMATED SERVICE ENROLLMENT IN A MACHINE-TO-MACHINE COMMUNICATIONS NETWORKJune 2024May 2025Allow1110NoNo
18731061DOMAIN NAME RESOLUTION METHOD, DEVICE, AND MEDIUM BASED ON CONTENT DELIVERY NETWORKMay 2024February 2025Allow900NoNo
18674314NODE STATE DETERMINATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUMMay 2024December 2024Allow600NoNo
18663147Constrained shortest path first path computation for unordered list of included interfacesMay 2024August 2025Allow1500NoNo
18710153MANAGING WEBTOP RESOURCE HOSTNAME RESOLUTIONMay 2024October 2025Allow1710NoNo
18651973METHOD AND APPARATUS FOR DYNAMIC POLICY SELECTION FOR MEDIA UPLINK STREAMING IN 5G MEDIA STREAMING NETWORKSMay 2024September 2025Allow1600NoNo
18635683SYSTEMS AND METHODS FOR ADAPTIVE MULTI-SYSTEM OPERATIONS WITH SMART ROUTING PROTOCOLSApril 2024July 2025Allow1510YesNo
18631730METHOD AND APPARATUS FOR NETWORK-DRIVEN EDGE CONFIGURATION IN 5G REAL-TIME COMMUNICATION SESSIONSApril 2024September 2025Allow1700YesNo
18616949DATA POPULATION FOR ADDED SERVICESMarch 2024August 2025Allow1700NoNo
18612509UTILIZING A LARGE LANGUAGE MODEL TO GENERATE AN AUTOMATED COMMUNICATION FLOWMarch 2024August 2024Allow500NoNo
18599479SELECTION OF CDN AND ACCESS NETWORK ON THE USER DEVICE FROM AMONG MULTIPLE ACCESS NETWORKS AND CDNSMarch 2024December 2024Allow900NoNo
18593382DISCARD TIMER FOR PROTOCOL DATA UNIT COMMUNICATIONSMarch 2024January 2026Allow2310YesNo
18685407DISTINCTION DEVICE, DISTINCTION METHOD, AND DISTINCTION PROGRAMFebruary 2024March 2026Abandon2510NoNo
18440426ACCOUNT AGGREGATION AND CACHING SYSTEMS AND METHODSFebruary 2024August 2025Allow1800NoNo
18438992NETWORK RENDERING AND TRANSCODING OF AUGMENTED REALITY DATAFebruary 2024January 2026Allow2410NoNo
18435473SYSTEMS AND METHODS TO IMPLEMENT AN EXCHANGE MESSAGING POLICYFebruary 2024July 2024Allow610NoNo
18433360CONTENT DELIVERY BASED ON A VEHICLE PROVIDING ENERGYFebruary 2024January 2026Allow2320YesNo
18294829Communication Method and Method for Establishing Data ChannelFebruary 2024January 2026Allow2410NoNo
18293627ARCHITECTURE, METHOD AND DEVICE FOR MANAGING CLOUD PLATFORM, AND STORAGE MEDIUMJanuary 2024November 2025Allow2200NoNo
18293014USER EQUIPMENT, SERVER, AND METHODS THEREFORJanuary 2024January 2026Allow2410YesNo
18423430SYSTEM AND METHOD FOR COMMISSIONING SAFETY DEVICESJanuary 2024August 2025Allow1810NoNo
18424276Pro-Active Telecommunications Infrastructure Deployment Failure DetectionJanuary 2024May 2025Allow1600NoNo
18421235METHOD AND SYSTEM FOR MANAGING TELEROBOTIC SESSION IN AN ENTERPRISE NETWORKJanuary 2024June 2025Allow1600YesNo
18420165SYSTEMS AND METHODS FOR MEDIA DELIVERY IN COOPERATIVE DEVICE-TO-DEVICE COMMUNICATIONSJanuary 2024February 2025Allow1310NoNo
18416003DIGITAL TWIN SUBSYSTEM AND SERVICE PROVIDING APPARATUSJanuary 2024January 2026Allow2410YesNo
18414808SELECTIVE VIRTUAL PRIVATE NETWORKJanuary 2024August 2025Allow1900NoNo
18413448Synchronizing independent media and data streams using media stream synchronization pointsJanuary 2024January 2026Allow2410NoNo
18414032SYSTEMS AND METHODS FOR MEDIA DELIVERY IN COOPERATIVE DEVICE-TO-DEVICE COMMUNICATIONSJanuary 2024March 2025Allow1410NoNo
18413895PRIVATE SERVICE ENDPOINTS IN ISOLATED VIRTUAL NETWORKSJanuary 2024December 2024Allow1100NoNo
18412495METHOD, DEVICE, APPARATUS, AND STORAGE MEDIUM FOR NETWORKINGJanuary 2024July 2024Allow610YesNo
18410496TECHNIQUES FOR MANAGING A MEDIA ACCESS CONTROL ADDRESS OF A CLIENT DEVICE FOR COMMUNICATION WITH AN ACCESS POINTJanuary 2024December 2024Allow1110NoNo
18534079SYSTEM AND METHODS FOR DATA EXCHANGE COORDINATIONDecember 2023May 2024Allow600NoNo
18566531Exchanging Status Messages During a CallDecember 2023August 2025Allow2010YesNo
18523168SYSTEM, METHOD AND COMPUTER-READABLE MEDIUM FOR RENDERING A STREAMINGNovember 2023November 2025Abandon2310NoNo
18560593MULTIMEDIA CONTENT ACCESS WITHIN REMOVE DESKTOP SESSIONNovember 2023March 2025Allow1600NoNo
18290201METHOD FOR MODEL INFERENCENovember 2023October 2025Allow2310NoNo
18504963NETWORK MANAGEMENT METHOD AND RELATED DEVICENovember 2023August 2025Allow2120NoNo
18503983EXTENDED REALITY DEVICE IDENTIFICATION BY INTERNET GATEWAYNovember 2023December 2024Allow1310NoNo
18387390ROUTING NETWORK TRAFFIC IN CLOS FABRICSNovember 2023May 2025Allow1900NoNo
18558189METHOD TO PRIORITIZE AND OFFLOAD MOBILE EDGE CLOUD TRAFFIC IN 5GOctober 2023July 2025Allow2110NoNo
18493062SYSTEMS AND METHODS TO INTERJECT STORED DOWNLINK MESSAGES OVER NON-STORED ACARS OVER INTERNET PROTOCOL DOWNLINK MESSAGESOctober 2023August 2024Allow900NoNo
18491914INFORMATION PROCESSING METHODOctober 2023June 2025Allow1910NoNo
18489486EFFICIENTLY FORWARDING BIDIRECTIONAL MULTICAST TRAFFIC AT A VIRTUAL GATEWAY DEVICEOctober 2023March 2025Allow1700NoNo
18380968METHOD AND SYSTEM FOR SELECTING OPTIMAL SYNCHRONIZATION BROKER FOR EACH WORKLOADOctober 2023September 2024Allow1100NoNo
18378252Economic Development and Collaboration SystemOctober 2023September 2025Abandon2310YesNo
18378380ACCESSING AND INTERACTING WITH REQUESTED WEB CONTENT USING A MODIFIED WEB FARM FRAMEWORKOctober 2023December 2024Allow1410NoNo
18483066MONITORING STREAMING MEDIA CONTENTOctober 2023August 2024Allow1100NoNo
18480980REMOTE APPLICATION MANAGEMENTOctober 2023June 2025Allow2110YesNo
18553775Control network for mobile robotsOctober 2023June 2025Allow2120YesNo
18372844SYSTEM AND METHODS FOR SELECTIVELY ROUTING PACKETS AND DEVICES THEREOFSeptember 2023June 2025Allow2010NoNo
18372622LOAD ADAPTATION ARCHITECTURE FRAMEWORK FOR ORCHESTRATING AND MANAGING SERVICES IN A CLOUD COMPUTING SYSTEMSeptember 2023March 2026Allow2920NoNo
18550856USES OF CODED DATA AT MULTI-ACCESS EDGE COMPUTING SERVERSeptember 2023October 2024Allow1310NoNo
18462461METHOD AND PROCESSING UNIT FOR CREATING AND RENDERING SYNCHRONIZED CONTENT FOR CONTENT RENDERING ENVIRONMENTSeptember 2023September 2025Allow2520NoNo
18238364SHARED AUGMENTED REALITY SESSION CREATIONAugust 2023October 2024Allow1310NoNo
18455574MODEL TRAINING METHOD AND APPARATUSAugust 2023December 2024Allow1500NoNo
18455354INTERNAL BGP MIGRATION OPTIMIZATIONAugust 2023June 2024Allow900NoNo
18454992MIXED MEDIA DATA FORMAT AND TRANSPORT PROTOCOLAugust 2023October 2025Allow2620NoNo
18235083DYNAMIC ANYCAST CLIENT ROUTING AND HEALTH MANAGEMENTAugust 2023December 2024Allow1610NoNo
18234548EXTENDED AND MIXED REALITY EXPERIENCE ADAPTATION, PROCESSING, AND HANDOVER FROM ONE EDGE NODE TO ANOTHERAugust 2023September 2024Allow1300NoNo
18450288INTEGRATING WIRELESS COMMUNICATIONS IN A CAMERA TO EXTEND AN ENTERPRISE NETWORKAugust 2023April 2025Allow2030NoNo
18447574METHOD AND APPARATUS FOR PROVIDING MEDIA-BASED QOS FOR REAL-TIME COMMUNICATION SERVICE IN MOBILE COMMUNICATION SYSTEMSAugust 2023January 2026Allow2900NoNo
18447633Method And Apparatus For A Secure Application ServerAugust 2023January 2025Allow1710NoNo
18366696METHOD AND APPARATUS FOR ADJUSTING MEDIA PARAMETERAugust 2023May 2025Abandon2120NoNo
18366642DEADLINE-BASED DATA PACKETSAugust 2023January 2026Allow3010NoNo
18355815METHOD OF AUTOCONFIGURATION OF COMMUNICATION NETWORKJuly 2023March 2025Allow2010NoNo
18352461SYSTEMS AND METHODS FOR FACILITATING PROVISIONING OF INTERNET PROTOCOL MULTIMEDIA SUBSYSTEM SERVICESJuly 2023October 2024Allow1510NoNo
18347771Interlocked Multi-Domain Topology Model for Dynamic xNF OrchestrationJuly 2023June 2025Allow2300NoNo
18346439MULTIPATH ROUTING IN NETWORK FABRICS WITH HARMONIC CONNECTIONSJuly 2023June 2024Allow1100NoNo
18346383CONTROL PACKET PRIORITY BASED ON SUBSCRIBER STATEJuly 2023January 2026Allow3110YesNo
18344372METHODS, SYSTEMS, AND APPARATUSES FOR ADAPTIVE BITRATE LADDER CONSTRUCTION BASED ON DYNAMICALLY ADJUSTABLE NEURAL NETWORKSJune 2023July 2024Allow1310NoNo
18211555TWO TIER DNSJune 2023May 2024Abandon1100NoNo
18337392Variable preemption for LSP tunnelsJune 2023January 2025Allow1920NoNo
18313637DATA AGGREGATION USING PROXY ENTRY OF CREDENTIALSMay 2023January 2024Allow910NoNo
18312616AUTOMATED SERVICE ENROLLMENT IN A MACHINE-TO-MACHINE COMMUNICATIONS NETWORKMay 2023March 2024Allow1000NoNo
18141942SYSTEMS AND METHODS FOR IDENTIFYING SYNTHETIC IDENTITIES ASSOCIATED WITH NETWORK COMMUNICATIONSMay 2023February 2024Allow1010NoNo
18140311Fast Tune-In for Low Latency StreamingApril 2023March 2024Allow1110NoNo
18305265PRIVATE SERVICE ENDPOINTS IN ISOLATED VIRTUAL NETWORKSApril 2023March 2024Allow1100NoNo
18304962SYSTEMS AND METHODS FOR REAUTHORIZATION REQUEST NOTIFICATIONApril 2023May 2024Allow1300NoNo
18303819METHOD AND SYSTEM FOR REDUCING CONNECTIONS TO A DATABASEApril 2023January 2025Allow2120YesNo
18300056Route Recursion Control Method, Device, and SystemApril 2023April 2025Allow2410NoNo
18194661ACTION FIRST PERMISSION MANAGEMENT SYSTEM IN CLOUD COMPUTINGApril 2023December 2023Allow900NoNo
18194595RESOURCE ACQUISITION METHOD, WEBVPN PROXY SERVER, SYSTEM, AND SERVERMarch 2023June 2024Allow1510NoNo
18127968SELECTION OF CDN AND ACCESS NETWORK ON THE USER DEVICE FROM AMONG MULTIPLE ACCESS NETWORKS AND CDNSMarch 2023December 2023Allow800NoNo
18189252SYSTEMS AND METHODS FOR SUPPORTING INTERNET PROTOCOL MULTIMEDIA SUBSYSTEM SERVICES IN FIFTH-GENERATION NETWORKSMarch 2023March 2024Allow1210NoNo
18186056SEAMLESS VOICE CALL INITIATIONMarch 2023June 2024Allow1510NoNo
18119001SYSTEMS AND METHODS TO IMPLEMENT AN EXCHANGE MESSAGING POLICYMarch 2023November 2023Allow820YesNo
18178788OPEN CONTROL PLANE FOR MOBILE NETWORKSMarch 2023June 2024Allow1520NoNo
17755187Message Forwarding and Domain Name Address QueryingMarch 2023September 2024Allow2900NoNo
17420387RECOMMENDATION METHOD FOR AN INTERNAL SERVICE ENTITY SERVICE ENTRANCE OF NETWORK PLATFORMFebruary 2023March 2024Allow3300NoNo
18168553PARALLEL DATA PROCESSING FOR SERVICE FUNCTION CHAINS SPANNING MULTIPLE SERVERSFebruary 2023December 2023Allow1010NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner COULTER, KENNETH R.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
29
Examiner Affirmed
20
(69.0%)
Examiner Reversed
9
(31.0%)
Reversal Percentile
47.6%
Lower than average

What This Means

With a 31.0% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges here than typical.

Strategic Value of Filing an Appeal

Total Appeal Filings
113
Allowed After Appeal Filing
39
(34.5%)
Not Allowed After Appeal Filing
74
(65.5%)
Filing Benefit Percentile
56.8%
Higher 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, 34.5% 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.

Strategic Recommendations

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 COULTER, KENNETH R - Prosecution Strategy Guide

Executive Summary

Examiner COULTER, KENNETH R works in Art Unit 2445 and has examined 702 patent applications in our dataset. With an allowance rate of 88.2%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 31 months.

Allowance Patterns

Examiner COULTER, KENNETH R's allowance rate of 88.2% places them in the 68% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.

Office Action Patterns

On average, applications examined by COULTER, KENNETH R receive 2.23 office actions before reaching final disposition. This places the examiner in the 62% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by COULTER, KENNETH R is 31 months. This places the examiner in the 55% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a -7.3% benefit to allowance rate for applications examined by COULTER, KENNETH R. This interview benefit is in the 4% 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, 29.0% of applications are subsequently allowed. This success rate is in the 54% 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.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 43.6% of cases where such amendments are filed. This entry rate is in the 67% 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.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 104.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 78% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 75.0% of appeals filed. This is in the 64% percentile among all examiners. Of these withdrawals, 40.2% 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, 62.5% are granted (fully or in part). This grant rate is in the 67% 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 3.0% of allowed cases (in the 79% percentile). Per MPEP § 1302.04, examiner's amendments are used to place applications in condition for allowance when only minor changes are needed. This examiner frequently uses this tool compared to other examiners, indicating a cooperative approach to getting applications allowed. Strategic Insight: If you are close to allowance but minor claim amendments are needed, this examiner may be willing to make an examiner's amendment rather than requiring another round of prosecution.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 9.7% of allowed cases (in the 88% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.

Prosecution Strategy Recommendations

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

  • Request pre-appeal conferences: PACs are highly effective with this examiner. Before filing a full appeal brief, request a PAC to potentially resolve issues without full PTAB review.
  • Examiner cooperation: This examiner frequently makes examiner's amendments to place applications in condition for allowance. If you are close to allowance, the examiner may help finalize the claims.

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.