USPTO Examiner MILLS PAUL V - Art Unit 2196

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18745889SYSTEM AND METHODS FOR USING CONTAINER LAYERS TO FACILITATE CLOUD RESOURCE SHARING AND DECREASE STARTUP TIMESJune 2024May 2025Allow1110NoNo
18635240System And Method For Upgrading Sparkline Cluster With Zero DowntimeApril 2024June 2025Allow1410YesNo
18525263SYSTEM AND METHOD FOR DYNAMICALLY DETERMINING CRAFTING PARAMETERS BASED ON USER USAGE RATE OF A VIRTUAL SPACENovember 2023May 2025Allow1830YesNo
18494002METHODS AND APPARATUSES FOR EXECUTING TASKS, STORAGE MEDIUMS, AND ELECTRONIC DEVICESOctober 2023May 2024Allow710NoNo
18335917VALIDATION OF COMBINED SOFTWARE/FIRMWARE UPDATESJune 2023August 2024Allow1410NoNo
17880349SYSTEM AND METHOD FOR DYNAMICALLY DETERMINING CRAFTING PARAMETERS BASED ON USER USAGE RATE OF A VIRTUAL SPACEAugust 2022October 2023Allow1420YesNo
17871512METHODS AND APPARATUS TO IMPROVE CLOUD MANAGEMENTJuly 2022May 2025Abandon3440YesNo
17834979INFORMATION PROCESSING APPARATUS AND MANAGEMENT METHODJune 2022June 2025Abandon3710NoNo
17713628EFFICIENT RANDOM SAMPLING FROM DYNAMICALLY CHANGING SAMPLE POOLApril 2022June 2025Allow3810NoNo
17684343DEPENDENCY-BASED DATA ROUTING FOR DISTRIBUTED COMPUTINGMarch 2022March 2025Abandon3710NoNo
17552833TECHNOLOGIES FOR MULTI-TENANT AUTOMATIC LOCAL BREAKOUT SWITCHING AND DATA PLANE DYNAMIC LOAD BALANCINGDecember 2021February 2024Allow2620YesNo
17530522HANDLING MEMORY ACCOUNTING WHEN SUSPENDING AND RESUMING VIRTUAL MACHINES TO/FROM VOLATILE MEMORYNovember 2021August 2024Allow3300NoNo
17529501SYSTEMS AND METHODS FOR PATTERN-BASED SOFTWARE APPLICATIONSNovember 2021January 2025Abandon3810NoNo
17452787TASK FAILOVEROctober 2021January 2025Allow3940YesNo
17507506METHODS AND APPARATUS FOR SCALABLE MULTI-PRODUCER MULTI-CONSUMER QUEUESOctober 2021May 2025Abandon4320YesNo
17501921SYSTEM AND METHOD OF A MANAGING MULTIPLE DATA CENTERSOctober 2021June 2023Abandon2010NoNo
17450165METHOD AND APPARATUS FOR DYNAMIC WORKFLOW TASK MANAGEMENTOctober 2021February 2025Abandon4020NoNo
17406843METHOD AND SYSTEM FOR PROVIDING ONE-CLICK DISTRIBUTION SERVICE IN LINKAGE WITH CODE REPOSITORYAugust 2021November 2023Abandon2710NoNo
17395994SYSTEM FOR MONITORING AND OPTIMIZING COMPUTING RESOURCE USAGE OF CLOUD BASED COMPUTING APPLICATIONAugust 2021April 2024Allow3210YesNo
17376942CONTROLLER FOR PERFORMING COMMAND SCHEDULING, STORAGE DEVICE INCLUDING THE CONTROLLER, AND OPERATING METHOD OF THE CONTROLLERJuly 2021September 2024Allow3810NoNo
17324863EXTENDABLE CONTAINER-ORCHESTRATION SYSTEM CONTROLLERSMay 2021March 2024Allow3420YesNo
17320129PROVIDING A VIRTUAL SECURITY APPLIANCE ARCHITECTURE TO A VIRTUAL CLOUD INFRASTRUCTUREMay 2021September 2024Allow4140YesNo
17229388SYSTEM AND METHOD FOR AUTOMATICALLY CONTROLLING OPERATING STATE OF AN APPLICATIONApril 2021October 2023Allow3020YesNo
17224869RELOCATION OF WORKLOADS ACROSS DATA CENTERSApril 2021October 2023Abandon3020YesNo
17222791TECHNOLOGIES FOR HYBRID VIRTUALIZATION AND SECURE ENCLAVE POLICY ENFORCEMENT FOR EDGE ORCHESTRATIONApril 2021June 2024Abandon3840YesNo
17214648COMPOSED COMPUTE SYSTEM WITH ENERGY AWARE ORCHESTRATIONMarch 2021December 2024Abandon4440YesNo
17211272METHOD AND APPARATUS FOR HANDLING MEMORY FAILURE, ELECTRONIC DEVICE AND STORAGE MEDIUMMarch 2021July 2024Allow3920NoNo
17187544SYSTEM AND METHOD FOR UPGRADING SPARKLINE CLUSTER WITH ZERO DOWNTIMEFebruary 2021January 2024Allow3500NoNo
17179114SYSTEMS AND METHODS FOR USING DISTRIBUTED QUANTUM COMPUTING SIMULATORSFebruary 2021June 2025Allow5221NoNo
17176524AUTOMATED CONSTRUCTION OF SOFTWARE PIPELINEFebruary 2021February 2025Allow4840YesNo
17169323SYSTEM AND METHODS FOR USING CONTAINER LAYERS TO FACILITATE CLOUD RESOURCE SHARING AND DECREASE STARTUP TIMESFebruary 2021April 2024Allow3820YesNo
17163222PRIORITIZING OPERATIONS OVER CONTENT OBJECTS OF A CONTENT MANAGEMENT SYSTEMJanuary 2021October 2023Allow3310NoNo
17160519SYSTEM AND METHOD FOR MANAGEMENT OF COMPOSED SYSTEMS USING OPERATION DATAJanuary 2021May 2025Abandon5140YesNo
17134252AUTONOMOUS AND EXTENSIBLE RESOURCE CONTROL BASED ON SOFTWARE PRIORITY HINTDecember 2020June 2025Allow5440NoNo
17134056TECHNOLOGIES FOR MANAGING WORKLOADS IN PROCESSOR CORESDecember 2020May 2025Abandon5320YesNo
17074292SYSTEMS AND METHODS FOR PROCESSING USING DIRECTED ACYCLIC GRAPHSOctober 2020December 2024Abandon5040YesNo
17073323SELECTION OF DEPLOYMENT ENVIRONMENTS FOR APPLICATIONSOctober 2020June 2025Abandon5660YesNo
17064750MANAGING COMPUTER RESOURCES FOR CLINICAL APPLICATIONSOctober 2020October 2023Allow3620YesNo
17023161APPLICATION NEGOTIABLE RESOURCE DIRECTOR TECHNOLOGY FOR EFFICIENT PLATFORM RESOURCE MANAGEMENTSeptember 2020May 2024Allow4410YesNo
17021628SYSTEM AND METHOD FOR DYNAMICALLY DETERMINING CRAFTING PARAMETERS BASED ON USER USAGE RATE OF A VIRTUAL SPACESeptember 2020May 2022Allow2010NoNo
17005487LOGICAL NETWORK PLATFORM INSTALL AND UPGRADE IN A VIRTUALIZED COMPUTER SYSTEMAugust 2020October 2024Allow4940YesNo
16965653METHOD AND SYSTEM FOR FLEXIBLE PIPELINE GENERATIONJuly 2020March 2024Abandon4430NoNo
16937988VALIDATION AND PRE-CHECK OF COMBINED SOFTWARE/FIRMWARE UPDATESJuly 2020March 2023Allow3210YesNo
16938070FRAMEWORK-AGNOSTIC AGILE CONTAINER LAUNCHES THROUGH LATERAL REUSE OF CAPABILITIES IN STANDARD RUNTIMESJuly 2020October 2022Allow2720YesNo
16934846METHOD AND SYSTEM FOR UPDATING CONFIGURATION SETTINGS DURING THE EXECUTION OF AN APPLICATIONJuly 2020December 2024Allow5350YesNo
16932756SYSTEMS AND METHODS TO CONVERT MOBILE APPLICATIONS TO DISTRIBUTED PLATFORMSJuly 2020July 2023Abandon3630NoNo
16930874POOL MANAGEMENT FOR IN-VEHICLE DEVICE APPLICATION STARTUPJuly 2020December 2023Allow4130YesNo
16931375PRESERVING EVENTUALLY CONSISTENT DISTRIBUTED STATE OF MULTI-LAYER APPLICATIONSJuly 2020June 2024Allow4730YesNo
16904940SYSTEMS AND METHODS OF PROVIDING AN ABSTRACTION LAYER BETWEEN AN APPLICATION LAYER AND HARDWARE COMPONENTS OF A COMPUTING DEVICEJune 2020January 2025Abandon5540YesNo
16888540TASK GRAPH SCHEDULING FOR WORKLOAD PROCESSINGMay 2020June 2022Allow2420NoNo
15929860CLOUD RESOURCE AUDIT SYSTEMMay 2020June 2023Allow3720NoNo
16765690METHOD FOR MITIGATING THE IMPACT OF NETWORK FUNCTION VIRTUALIZATION INFRASTRUCTURE (NFVI) SOFTWARE MODIFICATIONS ON VIRTUALIZED NETWORK FUNCTIONS (VNFs)May 2020June 2022Abandon2520NoNo
16845692METHOD, DEVICE AND COMPUTER PROGRAM PRODUCT FOR PROCESSING COMPUTING JOBApril 2020May 2023Allow3740YesNo
16841896MANAGING EXECUTION OF DATA PROCESSING JOBS IN A VIRTUAL COMPUTING ENVIRONMENTApril 2020December 2022Allow3230YesNo
16835330SYSTEM ARCHITECTURE AND METHODS OF EXPENDING COMPUTATIONAL RESOURCESMarch 2020August 2022Abandon2820NoNo
16836774HARVESTING VEHICLE HARDWARE ACCELERATORS AND GPU COMPUTING CAPABILITIES WHEN IDLEMarch 2020March 2023Allow3630YesNo
16801473METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR JOB PROCESSINGFebruary 2020December 2023Allow4640YesYes
16801512MANAGING CONCURRENT ACCESSES BY A SET OF TASKS TO A SHARED RESOURCE OF A COMPUTER SYSTEMFebruary 2020June 2023Allow4020YesNo
16798408METHOD AND SYSTEM FOR COORDINATED SERVICE PLACEMENT IN MULTIPLE CLOUDSFebruary 2020March 2023Allow3720YesNo
16798416DISTRIBUTED MULTICLOUD SERVICE PLACEMENT ENGINE AND METHOD THEREFORFebruary 2020April 2023Abandon3830YesNo
16638098METHOD, DEVICE AND COMPUTER PROGRAM FOR DYNAMICALLY ALLOCATING RESOURCES IN A MULTI-PROCESSOR COMPUTER SYSTEMFebruary 2020May 2022Abandon2711NoNo
16741962Resource Adaptation Using Nonlinear Relationship Between System Performance Metric and Resource UsageJanuary 2020September 2023Allow4440YesNo
16739011GROUPING SYSTEMS MANAGEMENT OPERATIONS TO MINIMIZE DOWNTIMEJanuary 2020March 2022Abandon2610NoNo
16732495THREAD POOL MANAGEMENT FOR MULTIPLE APPLICATIONSJanuary 2020March 2022Allow2710YesNo
16731322Methods, Systems and Computer Program Products for Optimizing Computer System Resource Utilization During In-Game Resource FarmingDecember 2019September 2022Allow3210NoNo
16725859HYDRATION IN VIRTUAL MACHINESDecember 2019May 2023Abandon4130YesNo
16724613Elastic Execution of Machine Learning Workloads Using Application Based ProfilingDecember 2019June 2022Allow3020YesNo
16663039METHODS, APPARATUSES AND SYSTEMS FOR INTEGRATING AND MANAGING AUTOMATED DATAFLOW SYSTEMSOctober 2019April 2022Abandon3020NoNo
16658783CPU UTILIZATION FOR SERVICE LEVEL I/O SCHEDULINGOctober 2019September 2022Allow3520NoNo
16654870Location-Based Management of Virtual Machines in DatacentersOctober 2019March 2022Abandon2940NoNo
16550835METHOD AND SYSTEM FOR SELECTION OF CLOUD-COMPUTING SERVICESAugust 2019November 2023Abandon5140YesNo
16546306INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUMAugust 2019March 2023Abandon4340NoNo
16513413METHODS AND APPARATUS TO IMPROVE CLOUD MANAGEMENTJuly 2019April 2022Allow3320YesNo
16473333INFORMATION PROCESSING APPARATUS, METHOD FOR PROCESSING INFORMATION, AND PROGRAMJune 2019October 2022Abandon4030NoNo
16425944AUTOMATED GENERATION OF SERVICE DEFINITIONS FOR MESSAGE QUEUE APPLICATION CLIENTSMay 2019June 2021Allow2420NoNo
16425678RESOURCE AVAILABILITY MANAGEMENT USING REAL-TIME TASK MANAGER IN MULTI-CORE SYSTEMMay 2019March 2023Allow4640NoNo
16425703SYSTEM AND METHOD FOR DYNAMICALLY DETERMINING CRAFTING PARAMETERS BASED ON USER USAGE RATE OF A VIRTUAL SPACEMay 2019August 2020Allow1410NoNo
16365691INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUMMarch 2019September 2022Abandon4220NoNo
16249943PROGRAMMABLE LOGIC CONTROLLER WITH MANAGEMENT SYSTEMJanuary 2019July 2023Abandon5450YesYes
16234731TECHNOLOGIES FOR HYBRID VIRTUALIZATION AND SECURE ENCLAVE POLICY ENFORCEMENT FOR EDGE ORCHESTRATIONDecember 2018August 2020Allow1910NoNo
16234971TECHNOLOGIES FOR MULTI-TENANT AUTOMATIC LOCAL BREAKOUT SWITCHING AND DATA PLANE DYNAMIC LOAD BALANCINGDecember 2018August 2021Allow3220YesNo
16234728MULTITHREADED DATA FLOW PROCESSING WITHIN A RECONFIGURABLE FABRICDecember 2018June 2022Abandon4250NoNo
16230586DECISION TABLES AND ENTERPRISE RULES FOR OBJECT LINKING WITHIN AN APPLICATION PLATFORM AS A SERVICE ENVIRONMENTDecember 2018February 2024Abandon6020YesNo
16208418SYSTEMS AND METHODS FOR PROVIDING RESOURCE ANALYSIS FOR AUTONOMOUS MOBILITY ON DEMANDDecember 2018February 2023Allow5110YesNo
16091319BUILDING POOL-BASED M2M SERVICE LAYER THROUGH NFVOctober 2018August 2023Abandon5931NoNo
16127252DYNAMIC PROVISIONING AND DELIVERY OF VIRTUAL APPLICATIONSSeptember 2018December 2020Allow2710NoNo
16120784METHOD AND APPARATUS FOR POWER MANAGEMENT OF A GRAPHICS PROCESSING CORE IN A VIRTUAL ENVIRONMENTSeptember 2018May 2023Allow5640YesNo
16111582RESOURCE OPTIMIZATION FOR VIRTUALIZATION ENVIRONMENTSAugust 2018September 2021Allow3740YesNo
16111397PERFORMANCE MODELING FOR VIRTUALIZATION ENVIRONMENTSAugust 2018May 2021Allow3330YesNo
16027772SYSTEMS FOR PARALLEL PROCESSING OF DATASETS WITH DYNAMIC SKEW COMPENSATIONJuly 2018November 2019Allow1610YesNo
16004172MANAGING EXECUTION OF DATA PROCESSING JOBS IN A VIRTUAL COMPUTING ENVIRONMENTJune 2018January 2020Allow2020YesNo
15980946CONTAINER IMAGE BUILDINGMay 2018March 2020Allow2220YesNo
15972893System and Method to Deploy or Update Operating System Service CapabilitiesMay 2018September 2021Abandon4040YesNo
15967278MIGRATION OF SERVICES OF INFRASTRUCTURE MANAGEMENT VIRTUAL MACHINES TO CONTAINERSApril 2018February 2020Abandon2210NoNo
15953131LONGEVITY BASED COMPUTER RESOURCE PROVISIONINGApril 2018October 2021Allow4230YesNo
15945080MULTIPLE APPLICATION INSTANCES IN OPERATING SYSTEMS THAT UTILIZE A SINGLE PROCESS FOR APPLICATION EXECUTIONApril 2018September 2020Allow3010NoNo
15934027OUTSIDE-OF-NETWORK MANAGEMENT OF A COMPONENT IN A VIRTUAL DATA CENTER USING A REMOTE DISPLAY ON A HOST MANAGEMENT SERVERMarch 2018January 2021Allow3430YesNo
15841419MANAGING A SET OF WEAR-LEVELING DATA USING A SET OF THREAD EVENTSDecember 2017November 2019Allow2310YesNo
15833403RESOURCE ALLOCATION FOR SOFTWARE DEVELOPMENTDecember 2017January 2021Allow3830YesNo
15833347RESOURCE ALLOCATION FOR SOFTWARE DEVELOPMENTDecember 2017January 2021Allow3830YesNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner MILLS, PAUL V.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
17
Examiner Affirmed
16
(94.1%)
Examiner Reversed
1
(5.9%)
Reversal Percentile
20.5%
Lower than average

What This Means

With a 5.9% 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
20
Allowed After Appeal Filing
2
(10.0%)
Not Allowed After Appeal Filing
18
(90.0%)
Filing Benefit Percentile
11.0%
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, 10.0% 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 MILLS, PAUL V - Prosecution Strategy Guide

Executive Summary

Examiner MILLS, PAUL V works in Art Unit 2196 and has examined 300 patent applications in our dataset. With an allowance rate of 54.3%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 43 months.

Allowance Patterns

Examiner MILLS, PAUL V's allowance rate of 54.3% places them in the 10% 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 MILLS, PAUL V receive 2.92 office actions before reaching final disposition. This places the examiner in the 94% 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 MILLS, PAUL V is 43 months. This places the examiner in the 4% 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 +30.8% benefit to allowance rate for applications examined by MILLS, PAUL V. This interview benefit is in the 82% 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, 20.7% of applications are subsequently allowed. This success rate is in the 15% 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 13.2% of cases where such amendments are filed. This entry rate is in the 8% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 6% 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 26.1% of appeals filed. This is in the 2% percentile among all examiners. Of these withdrawals, 33.3% 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, 29.8% are granted (fully or in part). This grant rate is in the 22% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.

Examiner Cooperation and Flexibility

Examiner's Amendments: This examiner makes examiner's amendments in 0.7% of allowed cases (in the 63% 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 14% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically 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.