USPTO Examiner WALLACE JOHN R - Art Unit 2682

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18654399Self-Service Print KioskMay 2024January 2025Allow911NoNo
18433356Data Aggregation and Analytics for Digital ManufacturingFebruary 2024January 2026Abandon2310NoNo
18400355SYSTEM AND METHOD FOR WIDGET LOAD FAILURE IDENTIFICATIONDecember 2023January 2026Allow2510NoNo
18526901METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM FOR ADJUSTING DOCUMENT STYLEDecember 2023November 2025Allow2420NoNo
18514101IMAGE FORMING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY RECORDING MEDIUMNovember 2023November 2024Allow1220NoNo
18511504METHOD FOR QUEUEING PRINT JOBS TO BE PRINTED ON RIGID PRINT MEDIANovember 2023April 2025Allow1700NoNo
18506457SYSTEM AND METHOD FOR SCAN TIME REDUCTION FOR PROPELLER MAGNETIC RESONANCE IMAGING ACQUISITION USING DEEP LEARNING RECONSTRUCTIONNovember 2023January 2026Allow2610YesNo
18497090IMAGE-FORMING DEVICE AND SYSTEM INCLUDING IMAGE-FORMING DEVICE GROUP INCLUDING FIRST AND SECOND IMAGE-FORMING DEVICES, SERVER, AND MANAGEMENT TERMINALOctober 2023August 2024Allow1010NoNo
18496451PRINTING SYSTEM AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM STORING PRINT CONTROL PROGRAMOctober 2023May 2024Allow710NoNo
18496380IMAGE FORMING APPARATUS AND NON-TRANSITORY RECORDING MEDIUM STORING COMPUTER READABLE CONTROL PROGRAMOctober 2023January 2026Allow2730YesNo
18490829IMAGE REASSEMBLY SYSTEM AND METHOD APPLIED TO MAGNETIC RESONANCE IMAGINGOctober 2023February 2026Allow2810NoNo
18482956SYSTEM AND METHOD FOR TRACKING PRODUCTION LINE PRODUCTIVITY WITH AN INDUSTRIAL PRINTEROctober 2023March 2025Allow1720YesNo
18480424INFORMATION PROCESSING APPARATUS AND CONTROL METHOD FOR INFORMATION PROCESSING APPARATUSOctober 2023May 2025Allow1930NoNo
18477385INFORMATION PROCESSING APPARATUS, CONTROL METHOD FOR INFORMATION PROCESSING APPARATUS, AND STORAGE MEDIUMSeptember 2023August 2025Allow2210NoNo
18467103IMAGE FORMING APPARATUS, COMMUNICATION CONTROL METHOD, AND STORAGE MEDIUMSeptember 2023April 2024Allow710NoNo
18244643METHODS AND PRINTING SYSTEM USING INTELLIGENT RIP I/O FOR PRINTING OPERATIONSSeptember 2023August 2024Allow1111YesNo
18244611METHODS AND PRINTING SYSTEM USING PAGE COMPLEXITY DETECTION FOR PRINTING OPERATIONSSeptember 2023November 2025Allow2620NoNo
18463756ADAPTIVE HUMAN INSTANCE SEGMENTATION WITH STEREO VIEW CONSISTENCYSeptember 2023December 2025Allow2710NoNo
18464003SYSTEMS AND METHODS FOR CLASSIFYING A VEHICLE MANEUVER USING A SPATIOTEMPORAL ATTENTION SELECTORSeptember 2023September 2025Allow2400NoNo
18461925IMAGE FORMING DEVICE AND IMAGE FORMING METHODSeptember 2023May 2024Allow810NoNo
18241938METHOD AND SYSTEM FOR ASSET ROUTINGSeptember 2023October 2024Allow1320NoNo
18458507BLOCK-BASED LONG-RANGE CONTEXT MODEL IN NEURAL IMAGE COMPRESSIONAugust 2023August 2025Allow2300NoNo
18451238MEDICAL RECORD-GUIDED COMPUTER-AIDED DETECTIONAugust 2023March 2026Allow3020NoNo
18450180IMMUNOCHROMATOGRAPHIC ASSAY APPARATUSAugust 2023March 2026Allow3110NoNo
18366423SERVER, PRINTING SYSTEM, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMAugust 2023August 2024Allow1220YesNo
18364106COMPUTER-ASSISTED MEDICAL DIAGNOSIS SYSTEM AND METHODAugust 2023February 2026Allow3010YesNo
18263717INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING PROGRAMAugust 2023February 2025Allow1820NoNo
18226944ELECTRONIC DEVICE FOR IDENTIFYING POSITION OF EXTERNAL OBJECT ASSOCIATED WITH IMAGE BY USING INFORMATION OF CAMERA AND METHOD THEREOFJuly 2023January 2026Allow2910YesNo
18358427INFORMATION PROCESSING APPARATUS, METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM STORING PROGRAMJuly 2023January 2025Allow1820NoNo
18356451IMAGE FORMING APPARATUS, CONTROL METHOD FOR CONTROLLING IMAGE FORMING APPARATUS, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM STORING CONTROL PROGRAM FOR IMAGE FORMING APPARATUSJuly 2023August 2024Allow1320YesNo
18221958INFORMATION PROCESSING APPARATUS, IMAGE FORMING SYSTEM, METHOD, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMJuly 2023October 2023Allow300NoNo
18219715OPERATION ANALYSIS SYSTEM, OPERATION ANALYSIS APPARATUS, OPERATION ANALYSIS METHOD, AND NON-TRANSITORY RECORDING MEDIUMJuly 2023January 2024Allow710NoNo
18266152METHOD FOR DETECTING AN ISSUE WITH AN INDUSTRIAL PRINTERJune 2023July 2024Allow1310NoNo
18266233REGION-OPTIMZED VIRTUAL (ROVIR) COILSJune 2023November 2025Allow2910NoNo
18265614DISPOSAL INFORMATION GENERATION APPARATUS, ARTICLE INFORMATION GENERATION APPARATUS, DISPOSAL INFORMATION GENERATION METHOD, AND PROGRAMJune 2023January 2026Abandon3110NoNo
18329426PRINT CONTROL APPARATUS, CONTROL METHOD FOR PRINT CONTROL APPARATUS, AND PRINT CONTROL SYSTEMJune 2023July 2024Allow1320NoNo
18328604PRINT JOB PROCESSING APPARATUS, PRINT JOB PROCESSING METHOD, IMAGE FORMING APPARATUS, AND COMPUTER READABLE STORAGE MEDIUMJune 2023December 2024Allow1811YesNo
18039228METHOD FOR TREATING FOOD IN AN APPLIANCE, FOOD TREATMENT SYSTEM AND SOFTWARE APPLICATIONMay 2023February 2026Allow3320NoNo
18202623SETTING INFORMATION MANAGEMENT METHOD, SETTING INFORMATION MANAGEMENT SYSTEM, AND PRINTER DRIVERMay 2023April 2024Allow1110NoNo
18324811SYSTEM AND METHOD OF REFINEMENT OF MACHINE LEARNING NETWORK PARAMETERS FOR IMPROVED PERFORMANCEMay 2023October 2025Allow2810NoNo
18324398VISUAL ODOMETRY FOR OPERATING A MOVABLE DEVICEMay 2023June 2025Allow2500NoNo
18319981METHOD OF GENERATING EXCISION TOOL INFORMATION USING CERVICOGRAPHY IMAGE AND ANALYSIS APPARATUSMay 2023October 2025Allow2910NoNo
18314584MONITORING AND THREE DIMENSIONAL GEOREGISTRATION OF VISUAL MEDIA PUBLISHED ON SOCIAL MEDIAMay 2023February 2026Allow3320YesNo
18251687SYSTEM AND METHOD FOR HIGH-THROUGHPUT IMAGE PROCESSINGMay 2023March 2026Allow3420YesNo
18301985IMAGE SIZE ADJUSTMENT STRUCTURE, ADJUSTMENT METHOD, AND IMAGE SCALING METHOD AND DEVICE BASED ON STREAMING ARCHITECTUREApril 2023November 2025Allow3110NoNo
18031101Method and system for segmenting and identifying at least one tubular structure in medical imagesApril 2023October 2025Allow3010NoNo
18132526METHOD FOR PERFORMING TOPOGRAPHIC MEASUREMENT AND TOPOGRAPHIC MEASURING MACHINEApril 2023October 2025Allow3110YesNo
18191338VEHICULAR CAMERA FOCUS TEST SYSTEM USING LIGHT COLLIMATOR IN CONTROLLED TEST CHAMBERMarch 2023August 2025Allow2910NoNo
18190167PRINT MANAGEMENT SYSTEM AND PRINT MANAGEMENT METHODMarch 2023January 2024Allow910NoNo
18124084RESTRICTING PRINTING BASED ON PHYSICAL LOCAL PRESENCE OF A USER DEVICEMarch 2023May 2024Allow1410NoNo
18124225DEFECT DETECTION DEVICEMarch 2023October 2025Allow3120YesNo
18121529INDUSTRIAL PRINTING SYSTEM, PRINT SERVER, AND PROCESS MANAGEMENT METHOD FOR DISTRIBUTED PROCESSING BY GROUPING APPARATUS FOR PEER-TO-PEER PRODUCTION PRINTINGMarch 2023December 2023Allow910NoNo
18121566INDUSTRIAL PRINTING SYSTEM, PRINT SERVER, AND VARIABLE PRINTING METHOD FOR DISTRIBUTED PROCESSING OF VARIABLE CONTENT IN VARIABLE PRINTING OF PRODUCTION PRINTING BY PEER-TO-PEERMarch 2023November 2023Allow810NoNo
18044951INTERNET-OF-THINGS TERMINAL AND PICTURE UPDATING METHOD THEREFORMarch 2023August 2025Allow3010NoNo
18178790INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, AND RECORDING MEDIUMMarch 2023December 2025Allow3310NoNo
18178147INFORMATION PROCESSING SYSTEM, NON-TRANSITORY COMPUTER READABLE MEDIUM, AND INFORMATION PROCESSING METHODMarch 2023February 2026Allow3510YesNo
18024274METHOD FOR CONVERTING PART OF DENTAL IMAGE AND APPARATUS THEREFORMarch 2023January 2026Allow3420NoNo
18023432DETERMINING THE SIZE OF A PRINT MEDIAFebruary 2023December 2024Abandon2211NoNo
18172991STORAGE MEDIUM, INFORMATION PROCESSING APPARATUS, AND CONTROL METHODFebruary 2023May 2024Allow1510NoNo
18112102METHODS AND PRINTING SYSTEM FOR PEER-TO-PEER PRINTING DEVICE MANAGEMENTFebruary 2023July 2024Allow1611YesNo
18006205A SYSTEM AND METHOD THEREOF FOR REAL-TIME AUTOMATIC LABEL-FREE HOLOGRAPHY-ACTIVATED SORTING OF CELLSJanuary 2023January 2026Allow3610NoNo
18156438NON-TRANSITORY STORAGE MEDIUM STORING SUPPORTING PROGRAM EXECUTABLE BY COMPUTER OF INFORMATION PROCESSING APPARATUSJanuary 2023March 2024Allow1410NoNo
18157062PHOTO-BASED DENTAL APPLIANCE FITJanuary 2023October 2025Allow3310NoNo
18152700PRINTING APPARATUSJanuary 2023August 2023Allow801YesNo
18152162INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM RECORDING PROGRAMJanuary 2023May 2025Allow2810NoNo
18151302DEVICE MANAGEMENT SERVER AND CONTROL METHOD THEREOFJanuary 2023March 2024Allow1520NoNo
18147667ACCESS REQUEST RESPONSE METHOD, CONSUMABLE CHIP, AND STORAGE MEDIUMDecember 2022March 2024Allow1530YesNo
18013112Systems and Methods for Reconstruction of Digital HologramsDecember 2022September 2025Allow3310YesNo
18087170SYSTEM FOR RECOGNIZING PLAYER BEHAVIOR AND GAME SITUATION IN SPORTS GAME VIDEODecember 2022January 2026Allow3710NoNo
18011672RECOMMENDED PRINT JOB DELIVERY PATHSDecember 2022December 2023Allow1110NoNo
18065859PRINTING DEVICE CONNECTIVITY MANAGER FOR A DIGITAL FRONT ENDDecember 2022November 2024Abandon2321YesNo
18059046COUNTER-AI CAMOUFLAGENovember 2022July 2025Allow3110YesNo
18058876HEAD-MOUNTED DISPLAY, CONTROLLING METHOD AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM THEREOFNovember 2022September 2025Allow3410NoNo
18057412NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM AND PRINTING SYSTEMNovember 2022September 2023Allow1010NoNo
18057126FUSION TECHNIQUES FOR COMBINING MOST SIGNIFICANT BITS AND LEAST SIGNIFICANT BITS OF IMAGE DATA IN IMAGE PROCESSING OR OTHER APPLICATIONSNovember 2022August 2025Allow3310NoNo
18055927PRINTING SYSTEM AND SERVERNovember 2022April 2024Allow1720NoNo
18054424SYSTEMS AND METHODS FOR VITREOUS DISEASE SEVERITY MEASUREMENTNovember 2022February 2026Allow3920NoNo
18053443INFORMATION PROCESSING APPARATUS FOR ANALYZING CONDITION OF DEVICENovember 2022July 2024Allow2121YesNo
18053117INFORMATION PROCESSING APPARATUS, METHOD OF CONTROLLING INFORMATION PROCESSING APPARATUS, AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUMNovember 2022February 2024Allow1520NoNo
17980561MULTISTREAM FUSION ENCODER FOR PROSTATE LESION SEGMENTATION AND CLASSIFICATIONNovember 2022December 2025Allow3710NoNo
18048968HOLOGRAPHIC DISPLAY CALIBRATIONOctober 2022August 2025Allow3310YesNo
18048866INFORMATION PROCESSING APPARATUS, NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM, AND INFORMATION PROCESSING METHODOctober 2022April 2025Allow3010NoNo
17965956METHOD FOR GENERATING DOCUMENT WITH SPECIALTY IMAGING AND COMPUTING DEVICE ASSOCIATED THEREWITHOctober 2022August 2023Allow1000NoNo
17964160IMAGE PROCESSING DEVICEOctober 2022January 2024Allow1520NoNo
18045962SERVER, CONTROL METHOD, AND STORAGE MEDIUMOctober 2022February 2024Allow1610NoNo
18045062INFORMATION PROCESSING APPARATUS AND CONTROL METHOD FOR THE SAMEOctober 2022May 2024Allow1930NoNo
17938365PRINTING SYSTEM AND SERVEROctober 2022January 2024Allow1620NoNo
17936909INFORMATION PROCESSING DEVICE, INSTALLATION METHOD, AND PROGRAMSeptember 2022January 2024Allow1620NoNo
17944977IMAGE FORMING DEVICE, CONTROL METHOD THEREOF, AND IMAGE FORMING SYSTEMSeptember 2022March 2024Abandon1820NoNo
17944690CLOUD PRINTING METHOD AND CLOUD PRINTING SYSTEMSeptember 2022November 2023Allow1420NoNo
17931711JOINT HISTOGRAM BASED FLUORESCENT SIGNAL UNMIXING METHOD AND DEVICESeptember 2022July 2025Allow3410NoNo
17821698IMAGE FORMING SYSTEM AND IMAGE FORMING METHOD CAPABLE OF SHARING IMAGE FORMING JOBS AMONG PLURALITY OF IMAGE FORMING APPARATUSESAugust 2022January 2024Abandon1720NoNo
17892197METHODS AND SYSTEMS FOR MANAGING MULTIPLE PRIORITY JOBS AT A MULTI-FUNCTION DEVICEAugust 2022May 2024Allow2010NoNo
17891221INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, PRINTING SYSTEM, AND STORAGE MEDIUMAugust 2022October 2023Allow1410NoNo
17890848INFORMATION PROCESSING APPARATUSAugust 2022April 2024Allow2010NoNo
17889001HISTORY INFORMATION MANAGEMENT DEVICE, IMAGE PROCESSING DEVICE, AND HISTORY INFORMATION MANAGEMENT METHODAugust 2022September 2023Allow1310NoNo
17888751INSPECTION SYSTEM, INFORMATION PROCESSING APPARATUS, PRINTING APPARATUS, METHOD OF CONTROLLING THE INFORMATION PROCESSING APPARATUS, METHOD OF CONTROLLING THE PRINTING APPARATUS, AND STORAGE MEDIUMAugust 2022February 2024Allow1811YesNo
17886749GRAPHICS AND IMAGE PROCESSING FOR DEBUGGING FOR A PRINTINGAugust 2022October 2023Allow1410NoNo
17884948APPLYING A TWO DIMENSIONAL (2D) KERNEL ON AN INPUT FEATURE MAPAugust 2022July 2025Allow3600NoNo
17815706METHOD FOR IDENTIFYING HANDWRITTEN CHARACTERS ON AN IMAGE USING A CLASSIFICATION MODELJuly 2022March 2025Allow3200YesNo

Appeals Overview

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

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
1
Examiner Affirmed
1
(100.0%)
Examiner Reversed
0
(0.0%)
Reversal Percentile
10.0%
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
1
Allowed After Appeal Filing
0
(0.0%)
Not Allowed After Appeal Filing
1
(100.0%)
Filing Benefit Percentile
5.9%
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, 0.0% 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 WALLACE, JOHN R - Prosecution Strategy Guide

Executive Summary

Examiner WALLACE, JOHN R works in Art Unit 2682 and has examined 14 patent applications in our dataset. With an allowance rate of 100.0%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 39 months.

Allowance Patterns

Examiner WALLACE, JOHN R's allowance rate of 100.0% places them in the 96% 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 WALLACE, JOHN R receive 1.86 office actions before reaching final disposition. This places the examiner in the 44% 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 WALLACE, JOHN R is 39 months. This places the examiner in the 27% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.

Interview Effectiveness

Conducting an examiner interview provides a +0.0% benefit to allowance rate for applications examined by WALLACE, JOHN R. This interview benefit is in the 14% 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, 40.0% of applications are subsequently allowed. This success rate is in the 91% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 12% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.

Appeal Withdrawal and Reconsideration

This examiner withdraws rejections or reopens prosecution in 50.0% of appeals filed. This is in the 18% percentile among all examiners. 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, 66.7% are granted (fully or in part). This grant rate is in the 73% 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 0.0% of allowed cases (in the 22% percentile). This examiner rarely makes examiner's amendments compared to other examiners. You should expect to make all necessary claim amendments yourself through formal amendment practice.

Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 29% 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.