USPTO Examiner WALLS CYNTHIA KYUNG SOO - Art Unit 1751

Recent Applications

Detailed information about the 100 most recent patent applications.

Application NumberTitleFiling DateDisposal DateDispositionTime (months)Office ActionsRestrictionsInterviewAppeal
18868233Negative Electrode for Lithium Secondary Battery and Method for Manufacturing SameNovember 2024March 2025Allow400NoNo
18933920BATTERY CELL, BATTERY, AND ELECTRICAL DEVICEOctober 2024January 2025Allow300NoNo
18860021Method for Preparing Negative Electrode Sheet of Nickel-Metal Hydride BatteryOctober 2024February 2025Allow400NoNo
18690987ANODE MATERIAL AND BATTERYMarch 2024April 2025Allow1300NoNo
18529843BATTERY CELL INCLUDING ELECTROLYTE ION CONCENTRATION MEASUREMENT UNIT AND METHOD FOR MEASURING ELECTROLYTE CONCENTRATION USING SAMEDecember 2023December 2024Allow1200NoNo
18388369BATTERY UTILIZING PRINTABLE LITHIUMNovember 2023September 2024Allow1000NoNo
18380679POSITIVE ELECTRODE ACTIVE MATERIAL FOR NON-AQUEOUS ELECTROLYTE SECONDARY CELL, AND NON-AQUEOUS ELECTROLYTE SECONDARY CELLOctober 2023July 2024Allow800NoNo
18454412CLOSED-LOOP LEAD ACID BATTERY RECYCLING PROCESS AND PRODUCTAugust 2023May 2025Allow2120YesNo
18319931ANODE FOR LITHIUM SECONDARY BATTERY AND LITHIUM SECONDARY BATTERY INCLUDING THE SAMEMay 2023November 2023Allow610NoNo
18299643CATHODE FOR LITHIUM SECONDARY BATTERY, LITHIUM SECONDARY BATTERY INCLUDING THE SAME AND METHOD OF FABRICATING LITHIUM SECONDARY BATTERYApril 2023January 2024Allow911NoNo
18194508NEGATIVE ELECTRODE ACTIVE MATERIAL FOR SECONDARY BATTERY AND METHOD OF MANUFACTURING THE SAMEMarch 2023January 2024Allow1011NoNo
18114833POSITIVE ELECTRODE ACTIVE MATERIAL FOR NON-AQUEOUS ELECTROLYTE SECONDARY BATTERIES, AND NON-AQUEOUS ELECTROLYTE SECONDARY BATTERYFebruary 2023June 2024Allow1600NoNo
18173295NEGATIVE ACTIVE MATERIAL, ELECTROCHEMICAL DEVICE THAT USES SAME, AND ELECTRONIC DEVICEFebruary 2023December 2023Allow1020YesNo
18061424BRANCHED ANODES FOR MICROBIAL FUEL CELLSDecember 2022May 2024Allow1701NoNo
18073884NEGATIVE ACTIVE MATERIAL, ELECTROCHEMICAL DEVICE THAT USES SAME, AND ELECTRONIC DEVICEDecember 2022December 2023Allow1220NoNo
18051519SILICON-OXYGEN COMPOUND, SECONDARY BATTERY USING IT, AND RELATED BATTERY MODULE, BATTERY PACK AND DEVICENovember 2022May 2025Allow3130NoNo
17967720ENERGY STORAGE POWER SUPPLYOctober 2022August 2023Allow1010NoNo
17892621BATTERY MODULE AND MANUFACTURING METHOD AND DEVICE THEREOF, BATTERY PACK, AND POWER CONSUMPTION APPARATUSAugust 2022May 2023Allow911NoNo
17820413CORE-SHELL COMPOSITES FOR ELECTRODES IN METAL-ION BATTERIESAugust 2022August 2023Allow1201NoNo
17889422BATTERY MODULE, BATTERY PACK, ELECTRIC APPARATUS, AND METHOD AND DEVICE FOR MANUFACTURING BATTERY MODULEAugust 2022June 2023Allow1020NoNo
17810610SECONDARY BATTERY AND PREPARATION METHOD THEREOF, AND BATTERY MODULE, BATTERY PACK, AND APPARATUS CONTAINING SUCH SECONDARY BATTERYJuly 2022February 2023Allow711NoNo
17809251HIGH ENERGY BATTERIES AND METHODS OF MAKING THE SAMEJune 2022April 2024Allow2230NoNo
17788176BATTERY MODULE HAVING STRUCTURE CAPABLE OF RAPID COOLING, AND ESS COMPRISING SAMEJune 2022September 2024Allow2700NoNo
17787257LOW-COBALT AND COBALT-FREE, HIGH-ENERGY CATHODE MATERIALS FOR LITHIUM BATTERIESJune 2022January 2025Abandon3140YesNo
17771199BATTERY MODULE, BATTERY PACK AND VEHICLEApril 2022April 2025Allow3510YesNo
17768086Battery Module, Battery Pack Comprising Battery Module and VehicleApril 2022April 2025Allow3610YesNo
17708551LITHIUM SECONDARY BATTERYMarch 2022August 2023Abandon1720YesNo
17693352RECHARGEABLE METAL HALIDE BATTERYMarch 2022August 2024Allow2900NoNo
17692748CELL, BATTERY MODULE, BATTERY PACK, AND VEHICLEMarch 2022April 2025Abandon3710NoNo
17672532SILICON ANODE BATTERYFebruary 2022April 2024Abandon2630YesNo
17671226Conformal Wearable BatteryFebruary 2022October 2023Allow2010NoNo
17589658ANODE FOR ZN-BASED BATTERIESJanuary 2022October 2024Abandon3351YesNo
17586128BATTERY UTILIZING PRINTABLE LITHIUMJanuary 2022September 2023Allow2010NoNo
17582896LOW-COBALT AND COBALT-FREE, HIGH-ENERGY CATHODE MATERIALS FOR LITHIUM BATTERIESJanuary 2022June 2024Abandon2950YesNo
17547278SECONDARY BATTERY, BATTERY MODULE, BATTERY PACK, APPARATUS CONTAINING THE SECONDARY BATTERYDecember 2021February 2023Allow1430NoNo
17533806METHODS FOR LITHIUM-ION CELLSNovember 2021April 2023Allow1600NoNo
17613297CYLINDRICAL BATTERY AND METHOD FOR MANUFACTURING THE SAMENovember 2021June 2024Allow3021YesNo
17504916ANODE ACTIVE MATERIAL FOR LITHIUM-ION BATTERY AND METHOD FOR MAKING THE SAME, AND LITHIUM-ION BATTERY USING THE SAMEOctober 2021December 2024Abandon3821NoNo
17495932METHOD FOR PRODUCING CATHODE ACTIVE MATERIAL, CATHODE ACTIVE MATERIAL, AND METHOD FOR PRODUCING LITHIUM ION BATTERYOctober 2021May 2025Abandon4331NoNo
17494884Anode Active Material for Lithium Secondary Battery, Anode Active Material Slurry and Lithium Secondary Battery Including the SameOctober 2021June 2023Allow2000YesNo
17600262Battery Module Using Non-Welding Type Structure as Connection Structure of Bus Bar and Voltage Sensing MemberSeptember 2021October 2024Allow3610YesNo
17600022Pressure Management Device for Battery PackSeptember 2021May 2024Allow3100NoNo
17485620Method of Fabricating Cathode Film Layer of Lithium Ion Battery by Plasma SprayingSeptember 2021December 2024Abandon3930NoNo
17472352CLOSED-LOOP LEAD ACID BATTERY RECYCLING PROCESS AND PRODUCTSeptember 2021April 2023Allow1930YesNo
17464326CYCLODEXTRIN-BASED COMPOUNDS AND THEIR DERIVATIVES FOR SILICON-BASED LI-ION BATTERIESSeptember 2021December 2022Allow1620NoNo
17402776HIGH PRESSURE HYDROGEN ELECTRICAL POWER GENERATORAugust 2021November 2023Allow2710NoNo
17416122PRESSURE-RESISTANT POSITIVE ACTIVE MATERIAL AND ELECTROCHEMICAL ENERGY STORAGE APPARATUSJune 2021July 2025Allow4871YesNo
17221602METHOD FOR PRODUCING ELECTRODE TAB HAVING THICKNESS DIFFERENCE, AND RECHARGEABLE BATTERY COMPRISING SAMEApril 2021March 2025Abandon4740NoNo
17204739SEPARATOR AND ENERGY STORAGE DEVICEMarch 2021August 2023Allow2920NoNo
17204740SEPARATOR AND ENERGY STORAGE DEVICEMarch 2021May 2023Allow2610NoNo
17179701ISOSTATIC PRESS DEVICES AND PROCESSES FOR CYLINDRICAL SOLID-STATE BATTERIESFebruary 2021February 2023Allow2410NoNo
17043816Electrochemical Element, Electrochemical Module, Electrochemical Device, and Energy SystemDecember 2020January 2025Allow5221YesNo
16973159Secondary Battery Case, and Secondary BatteryDecember 2020October 2024Allow4711YesNo
16973152NEGATIVE ACTIVE MATERIAL, PREPARATION METHOD THEREOF, SECONDARY BATTERY AND RELATED BATTERY MODULE, BATTERY PACK AND DEVICEDecember 2020March 2024Allow3911NoNo
16951149BATTERY ELECTRODE AND METHOD FOR MANUFACTURING THE SAMENovember 2020April 2024Abandon4141NoNo
17052681COLLECTOR LAYER FOR ALL-SOLID-STATE BATTERIES, ALL-SOLID-STATE BATTERY AND CARBON MATERIALNovember 2020January 2024Allow3900NoNo
17066822BATTERY PACK CONTAINING PHASE CHANGE MATERIALOctober 2020June 2024Abandon4430NoNo
17065089BATTERY CELL AND LITHIUM ION BATTERYOctober 2020March 2024Allow4111NoNo
17064163BATTERY MODULE SUPPORT BEAMOctober 2020February 2024Allow4040YesNo
17044629Battery Module Structured so as to Prevent Entry of Foreign Substances, and Battery Pack and Motor Vehicle Comprising SameOctober 2020April 2024Allow4230YesNo
17044362BATTERY CELL INCLUDING ELECTROLYTE ION CONCENTRATION MEASUREMENT UNIT AND METHOD FOR MEASURING ELECTROLYTE CONCENTRATION USING SAMEOctober 2020October 2023Allow3701NoNo
17017461LITHIUM-ION BATTERY, BATTERY MODULE, BATTERY PACK, AND AUTOMOBILESeptember 2020July 2023Allow3400NoNo
16979727SECONDARY BATTERYSeptember 2020June 2024Allow4541YesNo
17007660ACTIVE MATERIAL, ELECTRODE, SECONDARY BATTERY, BATTERY PACK, AND VEHICLEAugust 2020January 2024Allow4111NoNo
16976406METHOD FOR PRODUCING A SOLID ELECTROLYTE MATERIAL AND A SOLID ELECTROLYTE FOR SOLID STATE BATTERIESAugust 2020November 2023Allow3801NoNo
16975206Battery, and Battery Diaphragm and Manufacturing Method ThereforAugust 2020May 2025Abandon5731NoNo
16996910ALL-SOLID-STATE BATTERYAugust 2020July 2024Allow4720NoNo
16970696FIRE-RESISTANT RESIN COMPOSITION, FIRE-RESISTANT SHEET, FIRE-RESISTANT LAMINATE, AND BATTERYAugust 2020March 2024Abandon4201NoNo
16967554POSITIVE ELECTRODE ACTIVE MATERIAL FOR NON-AQUEOUS ELECTROLYTE SECONDARY BATTERY AND METHOD FOR PRODUCING THE SAME, METHOD FOR EVALUATING POSITIVE ELECTRODE ACTIVE MATERIAL FOR NON-AQUEOUS ELECTROLYTE SECONDARY BATTERY, AND NON-AQUEOUS ELECTROLYTE SECONDARY BATTERYAugust 2020August 2023Allow3701YesNo
16966460LITHIUM ANODE SURFACE MODIFICATION METHOD FOR LITHIUM METAL BATTERY AND LITHIUM METAL BATTERYJuly 2020February 2024Abandon4201NoNo
16963714PROCESS FOR MAKING A PARTIALLY COATED ELECTRODE ACTIVE MATERIAL, AND ELECTRODE ACTIVE MATERIALJuly 2020November 2023Allow4011NoNo
16931513Powderous lithium cobalt-based oxide compound for rechargeable lithium ion batteries and a method for making thereofJuly 2020November 2024Abandon5240NoNo
16963081Electrode AssemblyJuly 2020October 2023Allow3910YesNo
16959739NON-AQUEOUS ELECTROLYTE SECONDARY BATTERYJuly 2020April 2024Allow4630YesNo
16911789FLEXIBLE MULTI-BATTERY ASSEMBLIES, FLEXIBLE ELECTROCHEMICAL CELLS FORMING SUCH ASSEMBLIES, AND METHODS OF FABRICATING THEREOFJune 2020December 2023Allow4220YesNo
16957143POSITIVE ELECTRODE ACTIVE MATERIAL FOR NON-AQUEOUS ELECTROLYTE SECONDARY CELL, AND NON-AQUEOUS ELECTROLYTE SECONDARY CELLJune 2020July 2023Allow3730NoNo
16907744CAST THERMAL BATTERY ELECTRODES AND SEPARATORS USING A SALT BINDERJune 2020March 2024Abandon4540NoNo
16954736HIGH ENERGY-DENSITY CATHODE MATERIALS FOR SECONDARY LITHIUM ION BATTERIESJune 2020December 2023Abandon4230YesNo
16770248POSITIVE ACTIVE MATERIAL FOR LITHIUM SECONDARY BATTERY AND LITHIUM SECONDARY BATTERY COMPRISING SAMEJune 2020November 2023Allow4130NoNo
16890441POSITIVE ELECTRODE MATERIAL OF SECONDARY BATTERY, AND SECONDARY BATTERY USING SAMEJune 2020December 2024Allow5560YesNo
16881545WET MIXTURE, POSITIVE ELECTRODE PLATE, AND METHOD OF PRODUCING LITHIUM ION SECONDARY BATTERY, AND WET MIXTURE, POSITIVE ELECTRODE PLATE, AND LITHIUM ION SECONDARY BATTERYMay 2020February 2025Abandon5751YesNo
16857466COMPOSITE POSITIVE ELECTRODE ACTIVE MATERIAL, METHOD FOR PREPARING SAME, AND LITHIUM SECONDARY BATTERY COMPRISING SAMEApril 2020February 2025Abandon5851NoNo
16757683LITHIUM COMPOSITE METAL COMPOUND, POSITIVE ELECTRODE ACTIVE MATERIAL FOR LITHIUM SECONDARY BATTERIES, POSITIVE ELECTRODE FOR LITHIUM SECONDARY BATTERIES, AND LITHIUM SECONDARY BATTERYApril 2020February 2024Abandon4530YesNo
16847636CATHODE ACTIVE MATERIAL AND SECONDARY BATTERY USING SAMEApril 2020July 2023Allow3920NoNo
16754736POSITIVE ELECTRODE COMPOSITION FOR LITHIUM ION SECONDARY BATTERIES, POSITIVE ELECTRODE FOR LITHIUM ION SECONDARY BATTERIES, AND LITHIUM ION SECONDARY BATTERYApril 2020October 2024Allow5460YesYes
16774818MULTI-LAYER CONTACT PLATE CONFIGURED TO ESTABLISH ELECTRICAL BONDS TO BATTERY CELLS IN A BATTERY MODULEJanuary 2020March 2023Allow3812NoNo
16723578NEGATIVE ELECTRODE ACTIVE MATERIAL, NEGATIVE ELECTRODE PLATE AND BATTERYDecember 2019June 2025Allow6040YesYes
16616625NOVEL COMPOSITE MATERIALNovember 2019July 2023Allow4431NoNo
16614233Method for Preparing Positive Electrode Active MaterialNovember 2019February 2025Allow6070YesNo
16683325ELECTROLYTE INCLUDING AN ADDITIVE, AND LITHIUM SECONDARY BATTERY INCLUDING THE ELECTROLYTENovember 2019April 2025Abandon6071NoNo
16610644STRIP-SHAPED ELECTRODE USED FOR CYLINDRICAL JELLY ROLL AND LITHIUM SECONDARY BATTERY COMPRISING SAMENovember 2019February 2023Allow4021YesNo
16671487NEGATIVE ELECTRODE ACTIVE MATERIAL, NEGATIVE ELECTRODE INCLUDING THE NEGATIVE ELECTRODE ACTIVE MATERIAL, SECONDARY BATTERY INCLUDING THE NEGATIVE ELECTRODE, AND METHOD OF PREPARING THE NEGATIVE ELECTRODE ACTIVE MATERIALNovember 2019January 2024Allow5041YesNo
16495148NEGATIVE ELECTRODE FOR NON-AQUEOUS ELECTROLYTE SECONDARY BATTERY AND NON-AQUEOUS ELECTROLYTE SECONDARY BATTERY USING THE SAMESeptember 2019January 2023Allow4020YesNo
16491671ELECTROLYTE SOLUTION FOR ALKALI METAL-SULFUR-BASED SECONDARY BATTERY, AND ALKALI METAL-SULFUR-BASED SECONDARY BATTERYSeptember 2019August 2023Allow4840YesNo
16563359POSITIVE ELECTRODE ACTIVE MATERIAL FOR LITHIUM SECONDARY BATTERY AND LITHIUM SECONDARY BATTERY INCLUDING THE SAMESeptember 2019February 2024Allow5350YesNo
16537874NONAQUEOUS ELECTROLYTE BATTERY, BATTERY PACK AND BATTERY SYSTEMAugust 2019March 2024Abandon5550YesNo
16533907ANODE ACTIVE MATERIAL WITH A BUFFERING ZONEAugust 2019July 2024Abandon6050NoYes
16455941METHOD FOR MAKING ELECTRICAL ENERGY GENERATING ELEMENTJune 2019January 2024Abandon5561NoNo
16435233PASTING PAPERS AND CAPACITANCE LAYERS FOR BATTERIES COMPRISING MULTIPLE FIBER TYPES AND/OR PARTICLESJune 2019February 2024Abandon5650YesNo
16425440Road Based Electrical Storage BatteriesMay 2019June 2023Allow4832NoNo

Appeals Overview

This analysis examines appeal outcomes and the strategic value of filing appeals for examiner WALLS, CYNTHIA KYUNG SOO.

Patent Trial and Appeal Board (PTAB) Decisions

Total PTAB Decisions
2
Examiner Affirmed
0
(0.0%)
Examiner Reversed
2
(100.0%)
Reversal Percentile
92.1%
Higher than average

What This Means

With a 100.0% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.

Strategic Value of Filing an Appeal

Total Appeal Filings
6
Allowed After Appeal Filing
3
(50.0%)
Not Allowed After Appeal Filing
3
(50.0%)
Filing Benefit Percentile
76.0%
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, 50.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

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 is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.

Examiner WALLS, CYNTHIA KYUNG SOO - Prosecution Strategy Guide

Executive Summary

Examiner WALLS, CYNTHIA KYUNG SOO works in Art Unit 1751 and has examined 122 patent applications in our dataset. With an allowance rate of 74.6%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 39 months.

Allowance Patterns

Examiner WALLS, CYNTHIA KYUNG SOO's allowance rate of 74.6% places them in the 31% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.

Office Action Patterns

On average, applications examined by WALLS, CYNTHIA KYUNG SOO receive 2.43 office actions before reaching final disposition. This places the examiner in the 83% 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 WALLS, CYNTHIA KYUNG SOO is 39 months. This places the examiner in the 9% 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 -4.6% benefit to allowance rate for applications examined by WALLS, CYNTHIA KYUNG SOO. This interview benefit is in the 3% 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, 17.8% of applications are subsequently allowed. This success rate is in the 9% 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 27.3% of cases where such amendments are filed. This entry rate is in the 29% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.

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 2% 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 66.7% of appeals filed. This is in the 42% percentile among all examiners. Of these withdrawals, 25.0% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows below-average willingness to reconsider rejections during appeals. Be prepared to fully prosecute appeals if filed.

Petition Practice

When applicants file petitions regarding this examiner's actions, 7.1% are granted (fully or in part). This grant rate is in the 6% 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 1.6% of allowed cases (in the 74% 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 5% 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:

  • 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 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.