USPTO Examiner ROBINSON AKIBA KANELLE - Art Unit 3628

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18823689OPTIMIZING COST OF EACH WORKLOAD IN A DATA CENTERSeptember 2024March 2026Abandon1810NoNo
18738651SHIPPING CARTON OPTIMIZATION SYSTEM AND METHODJune 2024September 2025Allow1510NoNo
18673548METHODS, SYSTEMS, APPARATUSES, AND DEVICES FOR FACILITATING DETERMINING PRICES OF PRODUCTSMay 2024February 2026Abandon2140YesNo
18645341Computer Enabled System Matching Child Related Services to Service ProvidersApril 2024February 2026Abandon2110NoNo
18643973MACHINE LEARNING PREDICTION OF LATE DELIVERIES OF ORDERS PLACED WITH AN ONLINE SYSTEMApril 2024March 2026Allow2330YesNo
18628299CURRICULUM MANAGEMENT AND ENROLMENT SYSTEMApril 2024January 2026Abandon2210NoNo
18611780ACCOUNTING APPARATUS, ACCOUNTING METHOD, AND NON-TRANSITORY STORAGE MEDIUMMarch 2024November 2025Abandon2020YesNo
18589422METHOD FOR PROVIDING SERVICES WITH MULTIPLE VISUAL AGENTS WITH ARTIFICIAL INTELLIGENCEFebruary 2024September 2025Abandon1920NoNo
18409611SERVICE PLAN GENERATION SYSTEM AND METHOD THEREOFJanuary 2024June 2025Abandon1810NoNo
18402580ARTIFICIAL INTELLIGENCE TRAVEL POLICY ADVISORJanuary 2024December 2025Abandon2320NoNo
18536829SYSTEMS AND METHODS FOR LOAD RECOMMENDATION USING PROFITABILITY SCORES IN A FREIGHT MANAGEMENT PLATFORMDecember 2023August 2025Abandon2020YesNo
18519481APPLICATION OF A MULTI-OBJECTIVE OPTIMIZATION MODEL FOR AUTOMATIC VESSEL SCHEDULING IN LINER SHIPPINGNovember 2023February 2025Allow1510NoNo
18511122INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER READABLE RECORDING MEDIUMNovember 2023November 2025Allow2420YesNo
18387844Enhanced Auditioning SystemNovember 2023January 2026Abandon2610NoNo
18386543SYSTEM AND METHOD OF PROVIDING EXTERIOR WORK ESTIMATENovember 2023December 2025Allow2560YesNo
18476958Cloud system defining employment benefits by location-dependent regulationsSeptember 2023December 2025Abandon2610NoNo
18233705CONTROL SYSTEM FOR WIRELESS COMMUNICATION PARKING METERAugust 2023March 2025Abandon1910NoNo
18233149Dynamically Routing Salvage Shipments and Associated MethodAugust 2023August 2024Allow1200NoNo
18366233SERVER, METHOD AND COMPUTER PROGRAMAugust 2023December 2025Abandon2810NoNo
18212531INTELLIGENT VALUATION OF ARTIFICIAL INTELLIGENCE PROCESSING IN A LEGAL SERVICES PLATFORMJune 2023October 2025Abandon2810NoNo
18204850FARE CLASSES BASED ON AN UNCONSTRAINED DEMAND FORECASTJune 2023February 2025Allow2120NoNo
18128298SYSTEMS AND METHODS FOR DETECTING AND REPORTING ANOMALIES IN UTILITY METERSMarch 2023July 2024Allow1600NoNo
18179643Method for exchanging energy, processing unit and vehicleMarch 2023February 2025Abandon2410NoNo
18168143SYSTEMS AND METHODS FOR SYNCHRONIZING DELIVERY OF RELATED PARCELS VIA A COMPUTERIZED LOCKER BANKFebruary 2023October 2024Allow2001NoNo
18107148MANAGEMENT APPARATUS, MANAGEMENT METHOD AND MOBILE OBJECTFebruary 2023December 2024Allow2220YesNo
18102835SYSTEMS AND METHODS FOR ANOMALY DETECTIONJanuary 2023September 2025Abandon3130YesNo
18160190CROWDSOURCED DELIVERY BASED ON A SET OF REQUIREMENTSJanuary 2023November 2025Abandon3440YesNo
18153773BLOCK CHAIN SYSTEM, AND BIOLOGICAL PRODUCT MONITORING METHOD AND DEVICEJanuary 2023February 2026Abandon3730YesNo
18089884WEARABLE READER DEVICE TECHNOLOGY FOR GUIDING A USER TO LOAD AN ASSET IN AN ASSIGNED LOGISTICS VEHICLEDecember 2022August 2025Allow3240YesYes
18068225MEMBER REGISTRATION SYSTEM, MEMBER REGISTRATION METHOD, AND INFORMATION STORAGE MEDIUMDecember 2022December 2025Abandon3640YesNo
18084134INTEGRATED AGRICULTURE INFORMATION AND MANAGEMENT SYSTEM, AND METHODS OF USING THE SAMEDecember 2022January 2026Abandon3730YesNo
18083859SYSTEM AND METHOD FOR COVERING COST OF DELIVERING REPAIR AND MAINTENANCE SERVICES TO PREMISES OF SUBSCRIBERS INCLUDING ADJUDICATIONDecember 2022March 2025Abandon2740YesNo
18067930SHIPPING CARTON OPTIMIZATION SYSTEM AND METHODDecember 2022February 2024Allow1400NoNo
17955893JOB VERIFICATION METHOD AND SYSTEM BASED ON CODE SCANNINGSeptember 2022December 2024Abandon2720YesNo
17889070HYBRID SYSTEM FOR MULTI-ORDER BATCHING WITH REAL-TIME AND ITEM AWARENESSAugust 2022August 2025Abandon3640YesNo
17881019DIRECT TRUCK ASSIGNMENT SYSTEMAugust 2022October 2024Abandon2740NoNo
17871588Systems and Methods for Generation of Energy-Backed Digital Units Stored in a Decentralized LedgerJuly 2022March 2024Allow2040YesNo
17864755INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUMJuly 2022October 2024Abandon2720YesNo
17810456METHOD AND SYSTEM TO GENERATE PRICING FOR CHARGING ELECTRIC VEHICLESJuly 2022June 2025Abandon3540YesNo
17810126MANAGEMENT DEVICE, METHOD, AND POWER MANAGEMENT SYSTEMJune 2022July 2025Abandon3620NoNo
17758021POWER MANAGEMENT SYSTEM AND POWER MANAGEMENT METHODJune 2022November 2024Allow2930YesNo
17804370PROVIDING TOLL SERVICE FOR A VEHICLE INCLUDING AN ON-BOARD UNITMay 2022March 2025Allow3350YesNo
17756067A POWER DISTRIBUTION SYSTEM HAVING A NETWORK OF SMART METERSMay 2022August 2025Allow3950NoNo
17740449SYSTEMS AND METHODS FOR SYNCHRONIZED DELIVERYMay 2022February 2025Abandon3340NoNo
17734498Dynamically Routing Salvage Shipments and Associated MethodMay 2022July 2023Allow1500NoNo
17726895System and Method for Delivering Customized Pricing of Streamed Video ContentApril 2022October 2024Abandon3030NoNo
17765915CONSIDERATION CALCULATION DEVICE, CONTROL METHOD, AND NON-TRANSITORY STORAGE MEDIUMApril 2022December 2024Abandon3220YesNo
17635554INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER READABLE RECORDING MEDIUMFebruary 2022September 2024Abandon3110YesNo
17623368ACCOUNTING APPARATUS, ACCOUNTING METHOD, AND NON-TRANSITORY STORAGE MEDIUMDecember 2021November 2024Abandon3420YesNo
17643608METHODS AND SYSTEMS FOR TRANSPOTATION ANALYSIS AND MANAGEMENTDecember 2021January 2023Abandon1420NoNo
17545575ONBOARD VEHICLE SHARING SERVICEDecember 2021July 2025Allow4480YesYes
17521485SYSTEMS AND METHODS FOR CONFIRMING AN IDENTITY OF AN INDIVIDUALNovember 2021May 2025Abandon4250YesNo
17500871SCHEDULING TECHNIQUES FOR SPATIO-TEMPORAL ENVIRONMENTSOctober 2021May 2023Allow1900NoNo
17602774POWER MANAGEMENT APPARATUS, POWER MANAGEMENT SYSTEM, AND POWER MANAGEMENT METHODOctober 2021February 2025Allow4030YesNo
17481895EVALUATION RESPONSE SYSTEM AND METHODSeptember 2021November 2023Abandon2640YesNo
17436988INFORMATION PROCESSING SYSTEM AND INFORMATION PROCESSING METHODSeptember 2021February 2026Abandon5370NoNo
17461351ARTIFICIAL INTELLIGENCE SYSTEM FOR CONTROL TOWER AND ENTERPRISE MANAGEMENT PLATFORM MANAGING LOGISTICS SYSTEMAugust 2021October 2023Allow2660NoNo
17412382BUILDING PROJECT MANAGEMENT VALIDATION PRODUCTAugust 2021November 2024Abandon3911NoNo
17410833DEVICE AND METHOD FOR DETECTING A FRAUDULENT FINANCIAL TRANSACTIONAugust 2021December 2023Allow2720YesNo
17396755Ad Hoc Item Geo Temporal Location and Allocation Apparatuses, Methods and SystemsAugust 2021January 2026Abandon5331NoYes
17393931MODEL-BASED PROMOTION AND PRICE COMPUTATION SYSTEM AND METHODAugust 2021October 2023Allow2720YesNo
17392292Business Method of Saving and Treating Water That Creates an Economic EnterpriseAugust 2021April 2024Abandon3320NoNo
17377034ARTIFICIAL INTELLIGENCE TRAVEL POLICY ADVISORJuly 2021May 2024Abandon3440NoYes
17309497METHOD AND SYSTEM FOR PROCESSING CUSTOMS FORMS ASSOCIATED WITH A SHIPMENTJune 2021July 2024Abandon3820NoNo
17242438COMPUTER READABLE RECORDING MEDIUM, PAYMENT SYSTEM, AND PAYMENT SERVERApril 2021July 2023Abandon2710NoNo
17216222DELIVERY ROUTE MANAGEMENT AND OPTIMIZATIONMarch 2021February 2024Abandon3440YesNo
17190402CENTRALIZED CLOUD ENERGY STORAGE SYSTEM AND TRANSACTION SETTLEMENT METHOD THEREOF, STORAGE MEDIUM, AND TERMINALMarch 2021January 2024Allow3520NoNo
17271312SYSTEM AND METHOD FOR COLLABORATIVE TASK OFFLOADING AUTOMATION IN SMART CONTAINERSFebruary 2021November 2025Abandon5760NoNo
17184798SENDING REPORTS OF ASSET TRANSPORT STATUSFebruary 2021October 2024Allow4450YesNo
17269781Blockchain-Based Energy Interaction Apparatus, Energy Internet System and Interaction MethodFebruary 2021September 2025Abandon5560YesNo
17167929CONCEPTS FOR MAINTAINING UPDATED ELECTRONIC TASK-MANAGEMENT RECORDS REFLECTING PLANNED SHIPMENT ACTIVITIESFebruary 2021September 2023Abandon3120NoNo
17134550EVALUATION SYSTEM AND COMPUTER READABLE STORAGE MEDIUMDecember 2020April 2024Abandon3920NoNo
17114492CAPACITY CONSTRAINED AND USER PREFERENCE BASED SCHEDULER, RESCHEDULER, SIMULATION, AND PREDICTION FOR CROWDS IN SPATIO-TEMPORAL ENVIRONMENTSDecember 2020June 2021Allow610YesNo
17082201CHARGING STATION MANAGEMENT SERVER FOR CHARGING ELECTRIC VEHICLE AND RESERVATION METHOD THEREFOROctober 2020September 2024Abandon4641NoNo
17081891LOGISTICS MANAGING METHOD AND ELECTRONIC DEVICE PERFORMING THE SAMEOctober 2020March 2022Allow1730YesNo
17081403ACCOMODATION MANAGEMENT SYSTEM AND ACCOMODATION MANAGEMENT APPARATUSOctober 2020April 2025Abandon5460YesNo
17070011CONTROL SYSTEM FOR WIRELESS COMMUNICATION PARKING METEROctober 2020October 2023Abandon3610NoNo
17067337METHODS AND SYSTEMS FOR GENERATING ADDRESS SCORE INFORMATIONOctober 2020June 2024Allow4440YesNo
17062032Systems And Methods For Synchronized DeliveryOctober 2020July 2023Allow3320YesNo
17028412INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, AND NON- TRANSITORY COMPUTER READABLE MEDIUMSeptember 2020August 2022Abandon2300NoNo
17022969FILL MODELING FOR HYBRID LAST-MILE DELIVERYSeptember 2020June 2023Allow3360YesNo
17012692SYSTEMS AND METHODS FOR ADVANCED ENERGY SETTLEMENTS, NETWORK-BASED MESSAGING, AND SOFTWARE APPLICATIONS FOR ELECTRIC POWER GRIDS, MICROGRIDS, GRID ELEMENTS, AND/OR ELECTRIC POWER NETWORKSSeptember 2020February 2023Allow3010NoNo
16999501SYSTEMS AND METHODS FOR SELF-RETURNSAugust 2020February 2025Abandon5460YesNo
16995770METHOD AND APPARATUS FOR CONTROLLING A ROADWAY RESOURCEAugust 2020March 2024Abandon4340YesNo
16908124INTEGRATED AGRICULTURE INFORMATION AND MANAGEMENT SYSTEM, AND METHODS OF USING THE SAMEJune 2020March 2023Abandon3310NoNo
16851668AUTONOMOUS DRIVING DELIVERY SYSTEMApril 2020August 2023Abandon4020YesNo
16852253IDENTIFYING MATCHED REQUESTORS AND PROVIDERSApril 2020February 2024Allow4650YesNo
16847891INFORMATION PROCESSING APPARATUS, NOTIFICATION METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUMApril 2020October 2023Abandon4220NoNo
16825323SYSTEMS AND METHODS FOR SYNCHRONIZING DELIVERY OF RELATED PARCELS VIA COMPUTERIZED LOCKER BANKMarch 2020October 2022Allow3110NoNo
16775992MICRO-MOBILITY VEHICLE STATUS COMPLIANCE DETERMINATIONJanuary 2020January 2025Allow6070YesNo
16749616IDENTIFYING AVAILABLE CARGO VEHICLESJanuary 2020January 2026Abandon6070YesYes
16747964SYSTEM AND METHOD FOR DYNAMIC MULTI-OBJECTIVE OPTIMIZATION OF MACHINE SELECTION, INTEGRATION AND UTILIZATIONJanuary 2020August 2022Allow3010YesNo
16725962REAL-TIME COLLECTION AND COMMUNICATION OF QUARRY SCALE TICKET INFORMATIONDecember 2019September 2023Abandon4530YesNo
16705650HYDROPONIC SYSTEM FOR GROWING MULTIPLE TYPES OF PLANTSDecember 2019June 2024Abandon5461YesNo
16600003FARE CLASSES WITH OBSCURED DEMANDOctober 2019January 2023Allow4040YesNo
16488946SYSTEMS AND METHODS FOR DETECTING AND REPORTING ANOMALIES IN UTILITY METERSAugust 2019March 2023Allow4320NoNo
16531546Graphical User Interface for a Restaurant Management SystemAugust 2019December 2023Abandon5340YesNo
16532267MANAGING USE OF SOFTWARE COMPONENTSAugust 2019March 2024Allow5551YesNo
16519048METHODS AND SYSTEMS OF MANAGING PARKING SPACE OCCUPANCYJuly 2019January 2022Allow3040YesYes
16455170ENCODING SENSOR DATA AND RESPONSES IN A DISTRIBUTED LEDGERJune 2019September 2024Abandon6080YesYes

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ROBINSON, AKIBA KANELLE.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
48
Examiner Affirmed
31
(64.6%)
Examiner Reversed
17
(35.4%)
Reversal Percentile
56.8%
Higher than average

What This Means

With a 35.4% 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.

Strategic Value of Filing an Appeal

Total Appeal Filings
189
Allowed After Appeal Filing
47
(24.9%)
Not Allowed After Appeal Filing
142
(75.1%)
Filing Benefit Percentile
33.6%
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, 24.9% 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 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 shows limited benefit. Consider other strategies like interviews or amendments before appealing.

Examiner ROBINSON, AKIBA KANELLE - Prosecution Strategy Guide

Executive Summary

Examiner ROBINSON, AKIBA KANELLE works in Art Unit 3628 and has examined 601 patent applications in our dataset. With an allowance rate of 38.8%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 51 months.

Allowance Patterns

Examiner ROBINSON, AKIBA KANELLE's allowance rate of 38.8% places them in the 7% 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 ROBINSON, AKIBA KANELLE receive 3.92 office actions before reaching final disposition. This places the examiner in the 97% 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 ROBINSON, AKIBA KANELLE is 51 months. This places the examiner in the 5% 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 +25.2% benefit to allowance rate for applications examined by ROBINSON, AKIBA KANELLE. This interview benefit is in the 72% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.

Request for Continued Examination (RCE) Effectiveness

When applicants file an RCE with this examiner, 7.6% of applications are subsequently allowed. This success rate is in the 3% 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 18.7% of cases where such amendments are filed. This entry rate is in the 22% 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, 115.5% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 81% 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 66.7% of appeals filed. This is in the 51% percentile among all examiners. Of these withdrawals, 54.2% 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, 55.8% are granted (fully or in part). This grant rate is in the 57% 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 4.2% of allowed cases (in the 83% 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 0.0% of allowed cases (in the 37% 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.
  • 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.
  • 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.
  • Plan for extended prosecution: Applications take longer than average with this examiner. Factor this into your continuation strategy and client communications.
  • 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.