USPTO Examiner KASSIM HAFIZ A - Art Unit 3623

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18882388METHODS AND SYSTEMS FOR ENHANCING A CONTEXT FOR USE IN PROCESSING, BY A PLURALITY OF ARTIFICIAL INTELLIGENCE AGENTS, A REQUESTSeptember 2024June 2025Abandon920YesNo
18759931SYSTEMS AND METHODS FOR MATCH EVALUATION BASED ON CHANGE IN TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACEJune 2024March 2025Allow800YesNo
18736402SYSTEM AND METHOD FOR ADJUSTING LEACHING OPERATIONS BASED ON LEACH ANALYTIC DATAJune 2024January 2025Allow720YesNo
18662609Fair Share Band Optimization Using Gaussian Bayesian NetworkMay 2024January 2025Allow800YesNo
18620015DEEP LEARNING-BASED DEMAND FORECASTING SYSTEMMarch 2024November 2024Allow700YesNo
18545802ANTICIPATORY AND REMOTE-CONTROLLED MEDIA MANAGEMENTDecember 2023March 2025Allow1500YesNo
18527633OBJECT FOR PRE- TO POST-MEETING COLLABORATIONDecember 2023April 2025Allow1600YesNo
18510015System and Method of Tank-Based Production PlanningNovember 2023June 2024Allow700YesNo
18503078Adjusting Demand for Order Fulfillment During Various Time Intervals for Order Fulfillment by an Online Concierge SystemNovember 2023August 2024Allow900YesNo
18488017INTERNET OF THINGS SYSTEM AND METHOD FOR MANAGING PEOPLE FLOW OF PUBLIC PLACE IN SMART CITYOctober 2023December 2024Allow1400YesNo
18485143CHEMICAL IMPACTS ON A LEACH STOCKPILEOctober 2023May 2024Allow820YesNo
18478839SYSTEMS AND METHODS FOR RISK DATA NAVIGATIONSeptember 2023March 2024Allow510YesNo
18242218SHIFT DESIGN AND ASSIGNMENT SYSTEMSeptember 2023August 2024Allow1100YesNo
18237320SYSTEMS AND METHODS FOR PACKING VISUALIZATIONSAugust 2023March 2025Allow1910YesNo
18344538SYSTEMS AND METHODS FOR AN INTELLIGENT SOURCING ENGINE FOR STUDY PARTICIPANTSJune 2023August 2024Abandon1410NoNo
18329480Grounded Operations Management System and Method ThereforJune 2023May 2024Allow1200YesNo
18329463A Grounded Operations Management System and Method ThereforJune 2023May 2024Allow1110YesNo
18328754Grounded Operations Management System and Method ThereforJune 2023May 2024Allow1200YesNo
18328065METHODS AND APPARATUS FOR ELECTRONICALLY DETERMINING ITEM PRICINGJune 2023April 2024Allow1100YesNo
18308509SYSTEMS AND METHODS FOR RISK DATA NAVIGATIONApril 2023June 2025Allow2500YesNo
18296424Operations Health ManagementApril 2023January 2025Abandon2220YesNo
18182250METHOD AND SYSTEM FOR MANAGING CLEARANCE MARKDOWNMarch 2023April 2025Allow2610YesNo
18155522VIRTUAL POWER PLANT SYSTEM FOR CURTAILING POWER USAGE OF VARIOUS ASSETSJanuary 2023June 2025Abandon2910NoNo
18154362INTERACTIVE CONJOINT ENVIRONMENTJanuary 2023May 2025Allow2811YesNo
18154023SYSTEMS AND METHODS FOR IMPROVEMENTS TO USER EXPERIENCE TESTINGJanuary 2023November 2023Allow1000YesNo
18153893RESOURCE PARITY SCALING USING KEY PERFORMANCE INDICATOR METRICSJanuary 2023April 2025Allow2720YesNo
18061080SYSTEMS AND METHODS TO OPTIMIZE WAREHOUSE OPERATIONSDecember 2022June 2025Allow3020YesNo
18055228SHIFT DESIGN AND ASSIGNMENT SYSTEMNovember 2022July 2023Allow810YesNo
17971434SYSTEM AND METHOD OF DETERMINING PARTNER INFLUENCEOctober 2022March 2025Allow2920YesNo
17966432Crowd-Sourced Activity ProcessingOctober 2022September 2023Allow1111YesNo
17801168SOLUTION PROVISION METHOD AND SYSTEM FOR SMART FACTORYAugust 2022February 2025Allow3020YesNo
17891726TECHNIQUES FOR OBTAINING SOLUTIONS TO BLACK-BOX OPTIMIZATION PROBLEMSAugust 2022January 2023Allow500YesNo
17864003SYSTEM AND METHODS TO DERIVE KNOWLEDGE BASE ARTICLE RELEVANCY SCOREJuly 2022October 2024Allow2820YesNo
17863895SYSTEM AND METHOD FOR USER INTERFACE MANAGEMENT FOR CAPACITY-DRIVEN SCHEDULINGJuly 2022November 2024Abandon2910NoNo
17845448SOCIAL NETWORKING MEETUP SYSTEM AND METHODJune 2022December 2022Allow610YesNo
17838278BUSINESS PROCESS MANAGEMENT SYSTEM AND METHOD THEREOFJune 2022April 2025Abandon3420YesNo
17750283SYSTEMS AND METHODS FOR AN INTELLIGENT SOURCING ENGINE FOR STUDY PARTICIPANTSMay 2022March 2023Allow1010YesNo
17664214METHODS AND SYSTEMS FOR CIVIL ADMINISTRATION IN SMART CITY BASED ON INTERNET OF THINGS (IOT)May 2022September 2024Allow2820YesNo
17663756METHODS AND SYSTEMS FOR GENERATING OPTIMAL COVERAGE PLAN TO PERFORM AGRICULTURAL ACTIVITIESMay 2022January 2025Abandon3220YesNo
17743570SELF-CHECKOUT CUSTOMER EMOTION CORRELATION PROCESSINGMay 2022July 2024Allow2710YesNo
17662984SYSTEM AND METHOD FOR PREDICTIVE PRODUCT QUALITY ASSESSMENTMay 2022August 2024Allow2711YesNo
17732032AUTOMATED RECOMMENDATIONS FOR TASK AUTOMATIONApril 2022July 2023Allow1520YesNo
17660416SYSTEMS AND METHODS FOR MANAGING PUBLIC PLACE IN SMART CITYApril 2022August 2023Allow1620YesNo
17717376Managing Operations of Mobile Retail UnitsApril 2022August 2022Allow410YesNo
17711217PERFORMANCE MANAGEMENT BUSINESS METHODApril 2022October 2024Abandon3020NoNo
17701926SYSTEM AND METHOD FOR PROVIDING OEM CONTROL TO MAXIMIZE PROFITSMarch 2022March 2023Allow1210NoNo
17701903SYSTEM AND METHODOLOGY FOR DETERMINING RECOMMENDED TRANSFER AMOUNTS IN DYNAMIC LIGHTWEIGHT PERSONALIZED ANALYTICSMarch 2022June 2025Abandon3931YesNo
17701170Realtime Busyness for PlacesMarch 2022March 2023Allow1200YesNo
17642215SYSTEM AND METHOD FOR CROP MONITORING AND MANAGEMENTMarch 2022October 2024Allow3121YesNo
17680473PURCHASING ANALYSIS SYSTEM, PURCHASING ANALYSIS METHOD, AND COMPUTER PROGRAMFebruary 2022October 2024Allow3120YesNo
17679871Systems and Methods for Solving Multi-Objective Hierarchical Linear Programming Problems Using Previously-Solved Solution InformationFebruary 2022September 2024Allow3120YesNo
17678974Grounded Operations Management System and Method ThereforFebruary 2022January 2023Allow1110NoNo
17650246METAHEURISTICS OPTIMIZER FOR CONTROLLED ENVIRONMENT AGRICULTUREFebruary 2022December 2023Abandon2210NoNo
17580391SYSTEMS AND METHODS FOR PROVIDING COMBINED PREDICTION SCORESJanuary 2022January 2025Allow3621YesNo
17626037METHOD FOR FORECASTING RUNOFF UNDER INFLUENCE OF UPSTREAM RESERVOIR GROUP BY UTILIZING FORECASTING ERRORSJanuary 2022January 2024Abandon2420YesNo
17565297SYSTEM AND METHOD FOR PREDICTIVE ANALYTICSDecember 2021November 2024Allow3521YesNo
17535835POI TRACKING ANALYSIS SYSTEM AND PEOPLE FLOW SYSTEMNovember 2021May 2024Abandon2911NoNo
17525188GENERATING SCORES TO EVALUATE USAGE OF MARKETING TECHNOLOGYNovember 2021January 2024Abandon2610NoNo
17509812DEEP LEARNING-BASED DEMAND FORECASTING SYSTEMOctober 2021November 2023Allow2510NoNo
17507729FRIEND RECOMMENDATION METHOD AND SYSTEM ORENTED TOWARD SUBWAY PASSENGERSOctober 2021July 2024Abandon3320YesNo
17493565SYSTEMS AND METHODS FOR MANAGING VEHICLE OPERATOR PROFILES BASED ON RELATIVE TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACEOctober 2021March 2024Allow2920YesNo
17493660SYSTEMS AND METHODS FOR MATCH EVALUATION BASED ON CHANGE IN TELEMATICS INFERENCES VIA A TELEMATICS MARKETPLACEOctober 2021February 2024Allow2820YesNo
17486395PROVIDING SEARCH SUGGESTIONS BASED ON PREVIOUS SEARCHES AND CONVERSIONSSeptember 2021August 2024Allow3521YesNo
17481358RISK PREDICTION IN AGILE PROJECTSSeptember 2021April 2025Abandon4240NoNo
17480904IDENTIFICATION OF UNSUPPORTED DEVICE CAPABILITY TO SERVICE PROVIDER FOR ENHANCEMENT AND CUSTOMER ATTRACTIONSeptember 2021April 2024Allow3120YesNo
17468113System and Method of Tank-Based Production PlanningSeptember 2021November 2023Allow2620NoNo
17405300Change Management System and MethodAugust 2021July 2023Allow2330YesNo
17398525Method And System For Earthquake Disaster Level AssessmentAugust 2021January 2023Abandon1810NoNo
17394029DYNAMIC DATA ATTRIBUTION OF POINTS OF INTERESTAugust 2021May 2024Abandon3420NoNo
17389281ADJUSTING DEMAND FOR ORDER FULFILLMENT DURING VARIOUS TIME INTERVALS FOR ORDER FULFILLMENT BY AN ONLINE CONCIERGE SYSTEMJuly 2021July 2023Allow2410YesNo
17373466Fair Share Band Optimization Using Gaussian Bayesian NetworkJuly 2021January 2023Abandon1820YesNo
17369832FIELD SURVEYING AND REGULATING SYSTEM AND METHODJuly 2021March 2024Allow3210NoNo
17363799TECHNIQUES FOR OBTAINING SOLUTIONS TO BLACK-BOX OPTIMIZATION PROBLEMSJune 2021May 2022Allow1120YesNo
17362269ANTICIPATORY AND REMOTE-CONTROLLED MEDIA MANAGEMENTJune 2021September 2023Allow2711YesNo
17350729SYSTEMS AND METHODS FOR MAXIMIZING MINE PRODUCTION SCHEDULINGJune 2021September 2023Abandon2710YesNo
17346751PREDICTIVE INVENTORY MANAGEMENT SYSTEMS AND METHODS OF USEJune 2021October 2024Allow4141YesNo
17345946METHODS AND APPARATUS TO ADAPTIVELY COLLECT MARKET RESEARCH DATAJune 2021December 2023Abandon3120NoNo
17344586SYSTEM FOR AUTOMATICALLY BALANCING ANTICIPATED INFRASTRUCTURE DEMANDSJune 2021April 2023Allow2210YesNo
17303611FAIR SCHEDULING OF NURSES IN RESOURCE CONSTRAINED SETTINGSJune 2021February 2023Abandon2020YesNo
17333154CONTROL TOWER AND ENTERPRISE MANAGEMENT PLATFORM WITH MICROSERVICE ARCHITECTURE FOR VALUE CHAIN NETWORKSMay 2021January 2025Abandon4440YesNo
17330925Operations Health ManagementMay 2021July 2023Abandon2620YesNo
17325102SYSTEM AND METHOD FOR UNMODERATED REMOTE USER TESTING AND CARD SORTINGMay 2021August 2022Allow1510YesNo
17320036AUTOMATED EVENT SPACE MANAGEMENT WITH CONFLICT PREVENTIONMay 2021December 2021Allow711YesNo
17288605METHOD AND SYSTEM FOR ORGANIZING EVENTSApril 2021June 2025Allow5060YesNo
17228179SYSTEMS AND METHODS FOR USEFUL LIFE DETERMINATION OF TARGET ITEMSApril 2021January 2025Abandon4561YesNo
17217381SYSTEMS AND METHODS FOR PACKING VISUALIZATIONSMarch 2021May 2023Allow2620YesNo
17278595FORECAST OPERATION METHOD FOR LOWERING RESERVOIR FLOOD LIMITED WATER LEVEL CONSIDERING FORECAST UNCERTAINTYMarch 2021July 2023Abandon2810NoNo
17206673COMPLEX SOURCING SYSTEM WITH INFEASIBILITY CHECKMarch 2021December 2023Abandon3310NoNo
17192025APPARATUS, METHOD, AND STORAGE MEDIUM FOR BURSTABLE INSTANCE RECOMMENDATIONMarch 2021July 2023Abandon2920NoNo
17179151OBJECT FOR PRE- TO POST-MEETING COLLABORATIONFebruary 2021July 2023Allow2921YesNo
17168473SYSTEM AND METHOD FOR PLACEMENT OPTIMIZATION OF PUBLIC ELECTRIC VEHICLE CHARGING STATIONS USING TELEMATICS DATAFebruary 2021October 2022Allow2010YesNo
17167894DYNAMIC GROUP BUYING AND PRODUCT RE-PRICING USING MACHINE LEARNING METHODSFebruary 2021April 2022Abandon1421YesNo
17164518PREDICTING GRAIN PRODUCTS LOADED ON-BOARD VESSELSFebruary 2021July 2023Abandon3021NoNo
17152787FACILITATING ACTIVITY LOGS WITHIN A MULTI-SERVICE SYSTEMJanuary 2021July 2023Allow2920NoNo
17148002SYSTEMS, METHODS, AND MEDIA FOR GENERATING PEER GROUP DRIVEN OPERATIONAL RECOMMENDATIONSJanuary 2021November 2023Abandon3410NoNo
17110079SYSTEM AND METHOD FOR AUTOMATED RECOMMENDATIONS OF COMPETITORS FOR SALES OPPORTUNITIES BASED ON BUSINESS SCENARIO, CUSTOM INPUT AND USER FEEDBACKDecember 2020December 2022Abandon2501NoNo
16952669Grounded Operations Management System and Method ThereforNovember 2020November 2021Allow1221YesNo
17096572SYNTHESIS OF PURCHASING DATA FROM SHOPPER LOYALTY CARDS AND CONSUMER PANELSNovember 2020February 2023Abandon2720NoNo
17091132STRATEGIC PLANNING USING DEEP LEARNINGNovember 2020June 2025Allow5640YesYes
17080936Crowd-Sourced Activity ProcessingOctober 2020June 2023Allow3121YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner KASSIM, HAFIZ A.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
18
Examiner Affirmed
14
(77.8%)
Examiner Reversed
4
(22.2%)
Reversal Percentile
34.6%
Lower than average

What This Means

With a 22.2% reversal rate, the PTAB affirms the examiner's rejections in the vast majority 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
27
Allowed After Appeal Filing
6
(22.2%)
Not Allowed After Appeal Filing
21
(77.8%)
Filing Benefit Percentile
26.5%
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, 22.2% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is below the USPTO average, suggesting that filing an appeal has limited effectiveness in prompting favorable 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 shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner KASSIM, HAFIZ A - Prosecution Strategy Guide

Executive Summary

Examiner KASSIM, HAFIZ A works in Art Unit 3623 and has examined 324 patent applications in our dataset. With an allowance rate of 44.8%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 36 months.

Allowance Patterns

Examiner KASSIM, HAFIZ A's allowance rate of 44.8% places them in the 5% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.

Office Action Patterns

On average, applications examined by KASSIM, HAFIZ A receive 2.58 office actions before reaching final disposition. This places the examiner in the 87% percentile for office actions issued. This examiner issues more office actions than most examiners, which may indicate thorough examination or difficulty in reaching agreement with applicants.

Prosecution Timeline

The median time to disposition (half-life) for applications examined by KASSIM, HAFIZ A is 36 months. This places the examiner in the 17% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.

Interview Effectiveness

Conducting an examiner interview provides a +56.3% benefit to allowance rate for applications examined by KASSIM, HAFIZ A. This interview benefit is in the 96% 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.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 18.9% of applications are subsequently allowed. This success rate is in the 11% percentile among all examiners. Strategic Insight: RCEs show lower effectiveness with this examiner compared to others. Consider whether a continuation application might be more strategic, especially if you need to add new matter or significantly broaden claims.

After-Final Amendment Practice

This examiner enters after-final amendments leading to allowance in 2.8% of cases where such amendments are filed. This entry rate is in the 1% percentile among all examiners. Strategic Recommendation: This examiner rarely enters after-final amendments compared to other examiners. You should generally plan to file an RCE or appeal rather than relying on after-final amendment entry. Per MPEP § 714.12, primary examiners have discretion in entering after-final amendments, and this examiner exercises that discretion conservatively.

Pre-Appeal Conference Effectiveness

When applicants request a pre-appeal conference (PAC) with this examiner, 40.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 35% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 41.9% of appeals filed. This is in the 5% percentile among all examiners. Of these withdrawals, 30.8% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.

Petition Practice

When applicants file petitions regarding this examiner's actions, 41.5% are granted (fully or in part). This grant rate is in the 42% 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 Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 31% percentile). This examiner makes examiner's amendments less often than average. You may need to make most claim amendments yourself.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 31% 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:

  • Prepare for rigorous examination: With a below-average allowance rate, ensure your application has strong written description and enablement support. Consider filing a continuation if you need to add new matter.
  • Expect multiple rounds of prosecution: This examiner issues more office actions than average. Address potential issues proactively in your initial response and consider requesting an interview early in prosecution.
  • Prioritize examiner interviews: Interviews are highly effective with this examiner. Request an interview after the first office action to clarify issues and potentially expedite allowance.
  • Plan for RCE after final rejection: This examiner rarely enters after-final amendments. Budget for an RCE in your prosecution strategy if you receive a final rejection.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.

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.