Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 17125617 | INFORMATION PRESENTING METHOD, INFORMATION PRESENTING SYSTEM, AND INFORMATION PRESENTING PROGRAM | December 2020 | June 2022 | Allow | 18 | 1 | 0 | Yes | No |
| 17100766 | METHODS AND SYSTEMS FOR DETERMINISTIC CLASSIFICATION OF LOG MESSAGES | November 2020 | March 2024 | Abandon | 40 | 2 | 0 | No | No |
| 17089941 | DIGITAL SEARCH RESULTS GENERATION | November 2020 | August 2022 | Allow | 22 | 1 | 0 | Yes | No |
| 17078085 | Prescriptive Recommendation System and Method for Enhanced Speed and Efficiency in Rule Discovery from Data in Process Monitoring | October 2020 | September 2023 | Abandon | 35 | 1 | 0 | No | No |
| 17075108 | IDENTIFYING DATABASE ARCHIVE LOG DEPENDENCY AND BACKUP COPY RECOVERABILITY | October 2020 | December 2023 | Allow | 38 | 2 | 0 | No | No |
| 17070518 | SEARCH ENGINE USING JOINT LEARNING FOR MULTI-LABEL CLASSIFICATION | October 2020 | January 2023 | Allow | 27 | 2 | 0 | No | No |
| 17014984 | CONTEXTUAL GROUNDING OF NATURAL LANGUAGE PHRASES IN IMAGES | September 2020 | December 2022 | Allow | 27 | 1 | 0 | No | No |
| 17001612 | CREATING SIGNAL SEQUENCES | August 2020 | December 2022 | Abandon | 28 | 1 | 0 | No | No |
| 16970522 | USER ATTRIBUTES EVALUATION SYSTEM | August 2020 | November 2023 | Abandon | 39 | 2 | 0 | No | No |
| 16943845 | METHODS AND SYSTEMS FOR FILTERING VEHICLE INFORMATION | July 2020 | June 2022 | Allow | 23 | 1 | 0 | Yes | No |
| 16947064 | ANALYTICS-DRIVEN RECOMMENDATION ENGINE | July 2020 | September 2022 | Allow | 26 | 1 | 1 | Yes | No |
| 16962540 | METHOD FOR PROCESSING A QUESTION IN NATURAL LANGUAGE | July 2020 | April 2023 | Allow | 33 | 2 | 0 | No | No |
| 16929285 | SYSTEMS AND METHODS FOR CONNECTING TO PEOPLE WITH REQUESTED SKILLSETS | July 2020 | February 2023 | Abandon | 31 | 2 | 0 | Yes | No |
| 16914580 | METHOD, SYSTEM, AND NON-TRANSITORY COMPUTER READABLE RECORD MEDIUM FOR PROVIDING MULTI PROFILE | June 2020 | June 2023 | Allow | 36 | 5 | 0 | Yes | No |
| 16915535 | SOURCE TO TARGET AUTOMATED COMPARISON | June 2020 | September 2022 | Allow | 26 | 1 | 0 | Yes | No |
| 16912960 | SYSTEM FOR AUTOMATED DATA LINEAGE AND MOVEMENT DETECTION | June 2020 | March 2024 | Abandon | 44 | 4 | 0 | No | No |
| 16871398 | Personalized Spelling Correction | May 2020 | October 2024 | Allow | 53 | 5 | 0 | Yes | Yes |
| 16866059 | SELECTIVELY TRANSMITTING ELECTRONIC NOTIFICATIONS USING MACHINE LEARNING TECHNIQUES BASED ON ENTITY SELECTION HISTORY | May 2020 | March 2025 | Abandon | 59 | 2 | 0 | Yes | Yes |
| 16812064 | MOUNT AND MIGRATE | March 2020 | March 2022 | Allow | 24 | 1 | 0 | Yes | No |
| 16798803 | MANAGING STRUCTURED DATA IN A DATA STORAGE SYSTEM | February 2020 | September 2021 | Allow | 19 | 0 | 0 | No | No |
| 16791413 | SYSTEMS AND METHODS FOR RECEIVING AND PROPAGATING EFFICIENT SEARCH UPDATES IN REAL TIME | February 2020 | February 2023 | Allow | 36 | 5 | 0 | Yes | No |
| 16738550 | MODIFIED REPRESENTATIONAL STATE TRANSFER (REST) APPLICATION PROGRAMMING INTERFACE (API) INCLUDING A CUSTOMIZED GRAPHQL FRAMEWORK | January 2020 | May 2022 | Allow | 28 | 2 | 0 | Yes | No |
| 16723042 | PROJECT GENERATING SYSTEM AND METHOD THEREOF | December 2019 | August 2022 | Allow | 32 | 1 | 0 | No | No |
| 16585266 | ADAPTIVE MACHINE LEARNING TRAINING VIA IN-FLIGHT FEATURE MODIFICATION | September 2019 | January 2025 | Allow | 60 | 4 | 0 | Yes | No |
| 16453270 | SYSTEM AND METHOD FOR ADJUSTMENT OF A DEVICE PERSONALITY PROFILE | June 2019 | June 2022 | Allow | 35 | 1 | 0 | No | No |
| 16373739 | METHODS AND SYSTEMS FOR FILTERING VEHICLE INFORMATION | April 2019 | March 2020 | Allow | 12 | 1 | 0 | Yes | No |
| 16370900 | METHOD AND A SYSTEM FOR CONTEXT BASED CLUSTERING OF OBJECT | March 2019 | September 2022 | Allow | 41 | 1 | 0 | No | No |
| 16369746 | ELECTRONIC PRODUCT INFORMATION MANAGER | March 2019 | December 2021 | Allow | 33 | 2 | 0 | Yes | No |
| 16370360 | CORRELATING USER DEVICE ATTRIBUTE GROUPS | March 2019 | November 2021 | Allow | 31 | 1 | 0 | Yes | No |
| 16366652 | GENERATING A DATA LINEAGE RECORD TO FACILITATE SOURCE SYSTEM AND DESTINATION SYSTEM MAPPING | March 2019 | April 2022 | Allow | 37 | 2 | 0 | Yes | No |
| 16285201 | METHOD, DEVICE AND COMPUTER PROGRAM PRODUCT FOR MANAGING STORAGE SYSTEM | February 2019 | April 2022 | Allow | 37 | 3 | 0 | Yes | No |
| 16282718 | KNOWLEDGE-DRIVEN FEDERATED BIG DATA QUERY AND ANALYTICS PLATFORM | February 2019 | March 2022 | Abandon | 37 | 2 | 0 | Yes | No |
| 16230193 | MACHINE RESOLUTION OF MULTI-CONTEXT ACRONYMS | December 2018 | December 2022 | Allow | 48 | 4 | 0 | Yes | No |
| 16195072 | MANAGING STRUCTURED DATA IN A DATA STORAGE SYSTEM | November 2018 | August 2020 | Abandon | 21 | 1 | 0 | No | No |
| 16148991 | FILESET PASSTHROUGH USING DATA MANAGEMENT AND STORAGE NODE | October 2018 | October 2022 | Allow | 48 | 4 | 0 | Yes | No |
| 16135752 | Disambiguating User Input with Memorization for Improved User Assistance | September 2018 | February 2023 | Allow | 53 | 3 | 0 | Yes | No |
| 16134857 | DYNAMIC SELECTION AND APPLICATION OF RULES FOR PROCESSING OF QUERIES IN AN ON-DEMAND ENVIRONMENT | September 2018 | March 2021 | Allow | 30 | 2 | 0 | Yes | No |
| 16134860 | METADATA-BASED STATISTICS-ORIENTED PROCESSING OF QUERIES IN AN ON-DEMAND ENVIRONMENT | September 2018 | December 2021 | Allow | 39 | 3 | 0 | Yes | No |
| 16123300 | SYSTEM AND METHOD FOR SELECTING MEDIA CONTENT | September 2018 | August 2022 | Allow | 47 | 5 | 0 | Yes | No |
| 16052356 | METHOD AND SYSTEM FOR ANALYZING UNSTRUCTURED DATA FOR COMPLIANCE ENFORCEMENT | August 2018 | May 2021 | Allow | 34 | 2 | 0 | No | No |
| 16041377 | ELECTRONIC SYSTEM FOR MANAGING DIGITAL MULTIMEDIA CONTENTS | July 2018 | October 2020 | Abandon | 27 | 1 | 0 | No | No |
| 16000664 | MANAGING EFFICIENT QUERY EXECUTION INCLUDING MAPPING OF BUCKETS TO SEARCH NODES | June 2018 | May 2023 | Allow | 59 | 4 | 0 | Yes | No |
| 15983970 | Process Stream Replication for Content Management System Synchronization | May 2018 | June 2021 | Allow | 37 | 5 | 0 | Yes | No |
| 15968508 | MODIFIED REPRESENTATIONAL STATE TRANSFER (REST) APPLICATION PROGRAMMING INTERFACE (API) INCLUDING A CUSTOMIZED GRAPHQL FRAMEWORK | May 2018 | September 2019 | Allow | 17 | 1 | 0 | Yes | No |
| 15958428 | QUALITY-AWARE DATA INTERFACES | April 2018 | October 2022 | Allow | 54 | 5 | 0 | Yes | No |
| 15957685 | MACHINE LEARNING BASED PREDICTIVE DOCUMENT SEARCHING SYSTEMS AND METHODS | April 2018 | March 2021 | Abandon | 35 | 1 | 0 | No | No |
| 15897084 | Fileset Partitioning for Data Storage and Management | February 2018 | September 2022 | Allow | 55 | 4 | 0 | Yes | No |
| 15896754 | TARGETED SEARCH OF BACKUP DATA USING CALENDAR EVENT DATA | February 2018 | June 2021 | Allow | 40 | 2 | 0 | No | No |
| 15861041 | Machine-Learning Model for Ranking Diverse Content | January 2018 | August 2021 | Allow | 44 | 4 | 0 | Yes | No |
| 15861457 | DATA VALIDATION FOR DATA RECORD MIGRATIONS | January 2018 | August 2022 | Allow | 55 | 5 | 0 | Yes | No |
| 15861508 | DATA TIERING SERVICE WITH COLD TIER INDEXING | January 2018 | June 2021 | Allow | 41 | 2 | 0 | Yes | No |
| 15860597 | METHODS AND SYSTEMS FOR CLIENT SIDE SEARCH RANKING IMPROVEMENTS | January 2018 | December 2021 | Allow | 47 | 2 | 0 | Yes | No |
| 15852398 | GENERATING A DATA LINEAGE RECORD TO FACILITATE SOURCE SYSTEM AND DESTINATION SYSTEM MAPPING | December 2017 | February 2019 | Allow | 14 | 1 | 0 | Yes | No |
| 15832111 | SYSTEM AND METHOD FOR ASSOCIATING USER-ENTERED TEXT TO DATABASE ENTRIES | December 2017 | January 2022 | Allow | 49 | 3 | 0 | No | No |
| 15832351 | COORDINATED EVENT BASED WARDROBE RECOMMENDATION | December 2017 | February 2021 | Allow | 39 | 2 | 0 | Yes | No |
| 15681246 | CROWDSOURCED SEARCH RESULT GENERATION | August 2017 | March 2021 | Allow | 43 | 2 | 0 | Yes | No |
| 15681280 | MASS DATA MOVEMENT MECHANISM | August 2017 | March 2021 | Abandon | 43 | 2 | 0 | Yes | No |
| 15665529 | RULES-BASED SYNCHRONOUS QUERY PROCESSING FOR LARGE DATASETS IN AN ON-DEMAND ENVIRONMENT | August 2017 | June 2024 | Abandon | 60 | 8 | 0 | Yes | No |
| 15665187 | RESOURCE ALLOCATION FOR MULTIPLE DATASETS | July 2017 | September 2021 | Allow | 49 | 4 | 0 | Yes | No |
| 15665279 | QUERY ACCELERATION DATA STORE | July 2017 | March 2022 | Allow | 55 | 4 | 0 | Yes | No |
| 15641296 | SYSTEM AND METHOD FOR MAPPING DATA FIELDS BETWEEN FLAT FILES AND RELATIONAL DATABASES | July 2017 | December 2019 | Abandon | 29 | 1 | 0 | No | No |
| 15640374 | DETERMINING CORRELATIONS BETWEEN LOCATIONS ASSOCIATED WITH A LABEL AND PHYSICAL LOCATIONS BASED ON INFORMATION RECEIVED FROM USERS PROVIDING PHYSICAL LOCATIONS TO AN ONLINE SYSTEM | June 2017 | April 2021 | Allow | 45 | 3 | 0 | Yes | No |
| 15617567 | SYSTEMS AND METHODS FOR GENERATING EVENT STREAM DATA | June 2017 | November 2021 | Allow | 53 | 7 | 0 | Yes | No |
| 15476439 | MANAGING STRUCTURED DATA IN A DATA STORAGE SYSTEM | March 2017 | February 2019 | Abandon | 22 | 2 | 0 | No | No |
| 15445501 | SPEECH INTERFACE FOR VISION-BASED MONITORING SYSTEM | February 2017 | May 2019 | Abandon | 27 | 2 | 0 | No | Yes |
| 15125811 | METHOD AND SYSTEM FOR GENERATING PHRASE BLACKLIST TO PREVENT CERTAIN CONTENT FROM APPEARING IN A SEARCH RESULT IN RESPONSE TO SEARCH QUERIES | September 2016 | November 2022 | Allow | 60 | 6 | 0 | Yes | No |
| 15263805 | LOG STORAGE OPTIMIZATION | September 2016 | May 2021 | Abandon | 56 | 4 | 0 | No | No |
| 15262900 | Network Representation for Evolution of Clusters and Groups | September 2016 | April 2021 | Allow | 55 | 2 | 0 | Yes | No |
| 15213626 | FAULT-TOLERANT DATABASE QUERY EXECUTION PLANS USING NON-VOLATILE MEMORIES | July 2016 | February 2023 | Abandon | 60 | 4 | 0 | No | Yes |
| 15213674 | JOIN OPERATIONS IN HYBRID MAIN MEMORY SYSTEMS | July 2016 | June 2020 | Allow | 47 | 3 | 0 | No | No |
| 15213676 | ENERGY MANAGEMENT SYSTEM | July 2016 | August 2020 | Abandon | 48 | 5 | 0 | No | No |
| 15213427 | AUTOMATIC RECOMMENDATIONS FOR CONTENT COLLABORATION | July 2016 | May 2023 | Abandon | 60 | 8 | 0 | Yes | Yes |
| 15213451 | Employing Biometric Data for Data Storage Management | July 2016 | June 2020 | Abandon | 47 | 2 | 0 | Yes | No |
| 15056491 | DYNAMIC THUMBNAIL SELECTION FOR SEARCH RESULTS | February 2016 | September 2020 | Allow | 54 | 5 | 0 | Yes | No |
| 15056709 | REMOVABLE DATA VOLUME MANAGEMENT | February 2016 | February 2022 | Allow | 60 | 6 | 0 | Yes | No |
| 15056308 | RECOMMENDING CONNECTIONS IN A SOCIAL NETWORK SYSTEM | February 2016 | July 2019 | Abandon | 40 | 2 | 0 | No | No |
| 15056781 | Interpreting and Resolving Conditional Natural Language Queries | February 2016 | October 2023 | Abandon | 60 | 5 | 0 | Yes | Yes |
| 15056771 | SYSTEMS AND METHODS FOR GENERATING SMART RESPONSES FOR NATURAL LANGUAGE QUERIES | February 2016 | July 2022 | Abandon | 60 | 8 | 0 | Yes | No |
| 15056772 | FILE SYSTEM QUOTA VERSIONING | February 2016 | December 2020 | Allow | 58 | 4 | 0 | Yes | No |
| 14989959 | METHOD, PROGRAM, AND APPARATUS, FOR MANAGING A STORED DATA GRAPH | January 2016 | March 2019 | Abandon | 39 | 1 | 0 | No | No |
| 14903420 | ORGANIZATION AND RETRIEVAL OF INFORMATION ITEMS | January 2016 | July 2019 | Abandon | 42 | 2 | 0 | No | No |
| 14989657 | SMART EXCHANGE DATABASE INDEX | January 2016 | March 2020 | Allow | 50 | 4 | 0 | No | Yes |
| 14989654 | EMAIL RECOVERY VIA EMULATION AND INDEXING | January 2016 | December 2022 | Abandon | 60 | 6 | 0 | Yes | Yes |
| 14885183 | Answer Change Notifications Based on Changes to User Profile Information | October 2015 | May 2020 | Allow | 55 | 3 | 0 | Yes | No |
| 14885296 | AUTOMATICALLY MATCHING START CRITERIA AND COMPLETION CRITERIA OF A WALKTHROUGH FOR AN APPLICATION OR ONLINE SERVICE | October 2015 | November 2020 | Allow | 60 | 4 | 0 | Yes | No |
| 14885192 | BIOLOGICAL GRAPH OR SEQUENCE SERIALIZATION | October 2015 | January 2022 | Allow | 60 | 5 | 0 | Yes | No |
| 14885195 | APPARATUS AND METHOD FOR PROVIDING ALERTS FOR NETWORK DEVICE ERRORS AND FOR RESOLVING NETWORK DEVICE ERRORS | October 2015 | December 2022 | Abandon | 60 | 2 | 0 | No | Yes |
| 14859393 | SYSTEM FOR SUGGESTING SEARCH TERMS | September 2015 | March 2022 | Allow | 60 | 9 | 0 | Yes | No |
| 14859387 | GENERIC TERM WEIGHTING BASED ON QUERY PERFORMANCE PREDICTION | September 2015 | May 2021 | Allow | 60 | 6 | 0 | Yes | No |
| 14854670 | HYBRID SEARCH CONNECTOR | September 2015 | April 2021 | Allow | 60 | 6 | 0 | Yes | Yes |
| 14854689 | METHOD, SYSTEM AND APPARATUS FOR GENERATING HASH CODES | September 2015 | September 2020 | Allow | 60 | 3 | 0 | No | No |
| 14854690 | Contacts Confidence Scoring | September 2015 | September 2020 | Abandon | 60 | 4 | 0 | Yes | No |
| 14835522 | RECYCLABLE PRIVATE MEMORY HEAPS FOR DYNAMIC SEARCH INDEXES | August 2015 | January 2021 | Allow | 60 | 6 | 0 | Yes | No |
| 14835399 | Systems and Methods for Searching Heterogeneous Indexes of Metadata and Tags in File Systems | August 2015 | January 2020 | Abandon | 53 | 4 | 0 | No | No |
| 14835581 | Automatic Background Information Retrieval and Profile Updating | August 2015 | October 2019 | Abandon | 50 | 3 | 0 | Yes | No |
| 14442261 | ACTIVITY PROPOSING DEVICE | May 2015 | December 2017 | Abandon | 31 | 1 | 0 | No | No |
| 14709419 | DETERMINING TONE DIFFERENTIAL OF A SEGMENT | May 2015 | February 2020 | Abandon | 58 | 4 | 0 | Yes | No |
| 14709441 | DETERMINING ANSWERS TO INTERROGATIVE QUERIES USING WEB RESOURCES | May 2015 | January 2019 | Abandon | 44 | 3 | 0 | Yes | No |
| 14709402 | PRIORITIZING BACKUP OF ENDPOINT DEVICES IN ENTERPRISE NETWORK ENVIRONMENTS | May 2015 | January 2023 | Allow | 60 | 6 | 0 | Yes | Yes |
| 14701330 | METHOD AND APPARATUS FOR RECOMMENDING MEDIA AT ELECTRONIC DEVICE | April 2015 | April 2019 | Abandon | 47 | 3 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner DAUD, ABDULLAH AHMED.
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.
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, 18.8% 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.
⚠ 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 DAUD, ABDULLAH AHMED works in Art Unit 2164 and has examined 128 patent applications in our dataset. With an allowance rate of 60.9%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 47 months.
Examiner DAUD, ABDULLAH AHMED's allowance rate of 60.9% places them in the 22% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by DAUD, ABDULLAH AHMED receive 3.42 office actions before reaching final disposition. This places the examiner in the 91% 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.
The median time to disposition (half-life) for applications examined by DAUD, ABDULLAH AHMED is 47 months. This places the examiner in the 11% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +37.5% benefit to allowance rate for applications examined by DAUD, ABDULLAH AHMED. This interview benefit is in the 84% 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.
When applicants file an RCE with this examiner, 17.5% of applications are subsequently allowed. This success rate is in the 18% 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.
This examiner enters after-final amendments leading to allowance in 14.8% of cases where such amendments are filed. This entry rate is in the 18% 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.
When applicants request a pre-appeal conference (PAC) with this examiner, 109.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 79% 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.
This examiner withdraws rejections or reopens prosecution in 62.5% of appeals filed. This is in the 41% percentile among all examiners. Of these withdrawals, 60.0% 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.
When applicants file petitions regarding this examiner's actions, 21.1% are granted (fully or in part). This grant rate is in the 11% 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's Amendments: This examiner makes examiner's amendments in 0.0% of allowed cases (in the 11% 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 13% percentile). This examiner rarely issues Quayle actions compared to other examiners. Allowances typically come directly without a separate action for formal matters.
Based on the statistical analysis of this examiner's prosecution patterns, here are tailored strategic recommendations:
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.