Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18605172 | SCALABLE MATRIX FACTORIZATION IN A DATABASE | March 2024 | March 2026 | Abandon | 24 | 2 | 0 | Yes | No |
| 18443860 | UNIFIED STORAGE SYSTEM AND UPGRADE METHOD THEREFOR | February 2024 | December 2025 | Abandon | 21 | 2 | 0 | No | No |
| 18509822 | DETERMINATION OF USER POST ITEMS RELATED TO SEARCH CONTENT USING CREATOR CONTEXT DATA | November 2023 | October 2025 | Abandon | 23 | 2 | 0 | Yes | No |
| 18508180 | User Interface to Prepare and Curate Data for Subsequent Analysis | November 2023 | June 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18505776 | Training Image and Text Embedding Models | November 2023 | January 2026 | Abandon | 26 | 2 | 0 | Yes | No |
| 18384285 | GENETIC-ALGORITHM-ASSISTED QUERY GENERATION | October 2023 | January 2026 | Allow | 27 | 2 | 0 | Yes | No |
| 18494738 | GENERATING GUARANTEED RETENTION LOCK AUDIT REPORTS FOR CASCADED REPLICATION IN A DEDUPLICATION BACKUP SYSTEM | October 2023 | February 2026 | Allow | 27 | 2 | 0 | No | No |
| 18176970 | COMPILING ONTOLOGIES | March 2023 | April 2025 | Abandon | 25 | 2 | 0 | No | No |
| 18114954 | SYSTEMS AND METHODS FOR CURATING AN OPTIMIZED POPULATION OF NETWORKED FORECASTING PARTICIPANTS FROM A BASELINE POPULATION | February 2023 | June 2024 | Allow | 16 | 0 | 0 | No | No |
| 17869138 | SYSTEMS AND METHODS FOR USING CROWD SOURCING TO SCORE ONLINE CONTENT AS IT RELATES TO A BELIEF STATE | July 2022 | January 2025 | Allow | 30 | 5 | 0 | Yes | No |
| 17582443 | DEVICE, SYSTEM AND METHOD FOR MAKING CUSTOM PRINTED PRODUCTS | January 2022 | February 2025 | Abandon | 37 | 2 | 0 | No | No |
| 17582500 | SYSTEMS AND METHODS FOR USING CROWD SOURCING TO SCORE ONLINE CONTENT AS IT RELATES TO A BELIEF STATE | January 2022 | August 2023 | Allow | 19 | 3 | 0 | No | No |
| 17567788 | DISTRIBUTED PLATFORM FOR COMPUTATION AND TRUSTED VALIDATION | January 2022 | January 2025 | Allow | 37 | 4 | 0 | Yes | No |
| 17537184 | SYSTEMS AND METHODS FOR ENHANCED ONLINE RESEARCH | November 2021 | April 2024 | Abandon | 29 | 1 | 0 | No | No |
| 17533613 | SYSTEMS AND METHODS FOR HIERARCHICAL RETRIEVAL OF SEMANTIC-BASED PASSAGES IN DEEP LEARNING | November 2021 | May 2025 | Abandon | 42 | 4 | 0 | Yes | No |
| 17496582 | COLLABORATIVE ANNOTATION AND ARTIFICIAL INTELLIGENCE FOR DISCUSSION, EVALUATION, AND RECOMMENDATION OF RESEARCH PAPERS | October 2021 | September 2024 | Abandon | 36 | 2 | 0 | No | No |
| 17412150 | SYSTEMS AND METHODS FOR USING CROWD SOURCING TO SCORE ONLINE CONTENT AS IT RELATES TO A BELIEF STATE | August 2021 | December 2021 | Allow | 4 | 0 | 0 | No | No |
| 17391957 | METHOD FOR RANKING AND SELECTING EVENTS IN MEDIA COLLECTIONS | August 2021 | March 2026 | Abandon | 55 | 6 | 0 | No | No |
| 17358120 | SYSTEMS AND METHODS FOR DATA CURATION IN A DOCUMENT PROCESSING SYSTEM | June 2021 | December 2025 | Allow | 53 | 3 | 0 | Yes | Yes |
| 17351476 | VERSATILE QUERY LOGIC ON DATA FLUX REVERSE ANALYZER | June 2021 | November 2025 | Abandon | 53 | 6 | 0 | Yes | No |
| 17345533 | TIME AWARE CACHING | June 2021 | February 2025 | Abandon | 44 | 3 | 0 | No | No |
| 17343957 | Map Based Internet Browsing | June 2021 | June 2023 | Abandon | 24 | 1 | 0 | No | No |
| 17342140 | TECHNIQUES FOR DETERMINING MACHINE OPERATION USING AUDIO | June 2021 | April 2024 | Abandon | 34 | 3 | 0 | Yes | No |
| 17341747 | HEDGED READS | June 2021 | October 2024 | Allow | 40 | 5 | 0 | Yes | No |
| 17317805 | SYSTEMS AND METHODS FOR DETERMINING A RESPONSE TO A USER QUERY | May 2021 | April 2023 | Allow | 23 | 1 | 0 | Yes | No |
| 17315718 | IDENTIFY AND EXPLAIN LIFE EVENTS THAT MAY IMPACT OUTCOME PLANS | May 2021 | June 2024 | Abandon | 37 | 4 | 0 | Yes | No |
| 17237972 | AMPLIFYING GROUP INTELLIGENCE BY ADAPTIVE POPULATION OPTIMIZATION | April 2021 | January 2023 | Allow | 21 | 1 | 0 | No | No |
| 17223484 | SMART ECOSYSTEM CURIOSITY-BASED SELF-LEARNING | April 2021 | August 2025 | Abandon | 53 | 8 | 0 | Yes | No |
| 17216008 | METHOD AND APPARATUS FOR MINING ENTITY RELATIONSHIP, ELECTRONIC DEVICE, AND STORAGE MEDIUM | March 2021 | July 2024 | Allow | 40 | 4 | 0 | No | No |
| 17208268 | Search Method and Apparatus, Electronic Device and Storage Medium | March 2021 | November 2023 | Abandon | 31 | 2 | 0 | No | No |
| 17192869 | SUITABILITY METRICS BASED ON ENVIRONMENTAL SENSOR DATA | March 2021 | July 2025 | Allow | 52 | 4 | 0 | Yes | Yes |
| 17179274 | METHODS AND APPARATUS FOR IMPROVING SEARCH RETRIEVAL | February 2021 | June 2025 | Allow | 52 | 8 | 0 | Yes | No |
| 17268767 | ELECTRONIC DEVICE FOR PROVIDING INFOGRAPHICS, AND METHOD THEREOF | February 2021 | May 2024 | Abandon | 39 | 4 | 0 | No | No |
| 17147092 | METHOD AND APPARATUS FOR GENERATING TEXT TOPICS | January 2021 | September 2024 | Abandon | 44 | 4 | 0 | No | No |
| 17106003 | SYSTEMS AND METHODS FOR COMPRESSION-BASED SEARCH ENGINE | November 2020 | January 2023 | Allow | 25 | 2 | 0 | Yes | Yes |
| 17097960 | DISCOVERING OBJECTS IN AN ONTOLOGY DATABASE | November 2020 | August 2025 | Abandon | 57 | 5 | 0 | Yes | Yes |
| 17097589 | EFFICIENT AND COMPACT TEXT MATCHING SYSTEM FOR SENTENCE PAIRS | November 2020 | January 2024 | Allow | 38 | 3 | 0 | Yes | No |
| 17095879 | ANALOGY BASED RECOGNITION | November 2020 | October 2023 | Abandon | 35 | 4 | 0 | Yes | No |
| 17091941 | PERSONALIZED VISUALIZATION RECOMMENDATION SYSTEM | November 2020 | March 2023 | Allow | 28 | 1 | 0 | Yes | No |
| 17052338 | SEARCH WORD SUGGESTION DEVICE, METHOD FOR GENERATING UNIQUE EXPRESSION INFORMATON, AND PROGRAM FOR GENERATING UNIQUE EXPRESSION INFORMATION | November 2020 | September 2024 | Abandon | 47 | 4 | 0 | Yes | No |
| 17064421 | Systems and Methods for Generating Multi-Part Place Identifiers | October 2020 | December 2023 | Allow | 38 | 3 | 0 | Yes | No |
| 17006082 | INFORMATION PROCESSING DEVICE AND SETTING DEVICE | August 2020 | October 2023 | Allow | 38 | 3 | 0 | Yes | No |
| 16937524 | Data Preparation User Interface with Conglomerate Heterogeneous Process Flow Elements | July 2020 | January 2026 | Allow | 60 | 3 | 0 | Yes | Yes |
| 16908005 | Method And System For Hierarchical Classification Of Documents Using Class Scoring | June 2020 | September 2024 | Abandon | 51 | 4 | 0 | No | No |
| 16908465 | PROCESSING A NATURAL LANGUAGE QUERY USING SEMANTICS MACHINE LEARNING | June 2020 | April 2024 | Abandon | 46 | 4 | 0 | Yes | No |
| 16876624 | Context-based Recommendation System for Feature Search | May 2020 | March 2024 | Allow | 46 | 2 | 0 | Yes | No |
| 16843334 | SCALABLE MATRIX FACTORIZATION IN A DATABASE | April 2020 | December 2023 | Allow | 44 | 3 | 0 | Yes | No |
| 16788357 | DATA PRIORITIZATION BASED ON DETERMINED TIME SENSITIVE ATTRIBUTES | February 2020 | October 2023 | Abandon | 44 | 4 | 0 | No | No |
| 16732262 | DATA TRANSFER TECHNIQUES WITHIN DATA STORAGE DEVICES, SUCH AS NETWORK ATTACHED STORAGE PERFORMING DATA MIGRATION | December 2019 | April 2023 | Abandon | 39 | 2 | 0 | No | Yes |
| 16708777 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR DYNAMIC POPULATION ESTIMATION | December 2019 | October 2023 | Abandon | 46 | 3 | 0 | Yes | No |
| 16508009 | SYSTEM AND METHOD FOR SESSION-AWARE DATASTORE FOR THE EDGE | July 2019 | July 2025 | Allow | 60 | 7 | 0 | Yes | No |
| 16291284 | Data Delivery | March 2019 | June 2022 | Allow | 39 | 1 | 0 | No | No |
| 16265811 | TRAINING IMAGE AND TEXT EMBEDDING MODELS | February 2019 | November 2025 | Abandon | 60 | 3 | 0 | Yes | Yes |
| 16259350 | DEVICE, SYSTEM AND METHOD FOR MAKING CUSTOM PRINTED PRODUCTS | January 2019 | September 2021 | Allow | 31 | 0 | 0 | Yes | No |
| 16190100 | SYSTEMS AND METHODS FOR USING CROWD SOURCING TO SCORE ONLINE CONTENT AS IT RELATES TO A BELIEF STATE | November 2018 | June 2021 | Allow | 31 | 4 | 0 | No | No |
| 16135393 | INDEXABLE AND SEARCHABLE REPLAY OF WEBSITE USER BEHAVIOR | September 2018 | March 2024 | Allow | 60 | 6 | 0 | Yes | No |
| 16135676 | METHOD AND APPARATUS FOR MANAGING A SERVICE REQUEST IN A BLOCKCHAIN NETWORK | September 2018 | September 2022 | Allow | 48 | 5 | 0 | No | No |
| 16136002 | INFORMATION PROCESSING SYSTEM, ELECTRONIC DEVICE, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM | September 2018 | August 2023 | Allow | 59 | 5 | 0 | Yes | No |
| 16136077 | CRYPTOGRAPHICALLY SECURE MULTI-TENANT DATA EXCHANGE PLATFORM | September 2018 | August 2023 | Allow | 59 | 4 | 0 | Yes | No |
| 16136079 | DIGITAL ASSET MANAGEMENT TECHNIQUES | September 2018 | September 2023 | Abandon | 60 | 3 | 0 | Yes | No |
| 16135326 | DISTRIBUTED PLATFORM FOR COMPUTATION AND TRUSTED VALIDATION | September 2018 | January 2024 | Allow | 60 | 4 | 0 | No | Yes |
| 16135924 | Smart Updates From Historical Database Changes | September 2018 | March 2021 | Allow | 30 | 1 | 0 | Yes | No |
| 16135422 | FILESYSTEM MANAGEMENT FOR CLOUD OBJECT STORAGE | September 2018 | September 2021 | Allow | 36 | 2 | 0 | Yes | No |
| 16059813 | PARTIAL DISCOVERY OF CLOUD-BASED RESOURCES | August 2018 | November 2021 | Allow | 39 | 2 | 0 | Yes | No |
| 16059698 | ADAPTIVE POPULATION OPTIMIZATION FOR AMPLIFYING THE INTELLIGENCE OF CROWDS AND SWARMS | August 2018 | March 2021 | Allow | 31 | 2 | 0 | Yes | No |
| 16016113 | Copying Container Images | June 2018 | December 2021 | Allow | 42 | 3 | 0 | Yes | No |
| 15947874 | INFORMATION PROCESSING APPARATUS | April 2018 | April 2021 | Abandon | 36 | 2 | 0 | No | No |
| 15948340 | SYSTEM AND METHOD FOR UTILIZING PREFERENCES TO CURATE VENUES BASED ON DATA | April 2018 | January 2021 | Abandon | 33 | 1 | 0 | No | No |
| 15902311 | SYSTEMS AND METHODS FOR CONTENT SHARING THROUGH EXTERNAL SYSTEMS | February 2018 | July 2023 | Allow | 60 | 6 | 0 | Yes | No |
| 15932237 | Methods and apparatus to present information from different information systems in a local record | February 2018 | June 2022 | Abandon | 52 | 4 | 0 | Yes | No |
| 15882913 | SYSTEMS AND METHODS FOR ENHANCED ONLINE RESEARCH | January 2018 | September 2021 | Allow | 43 | 5 | 0 | Yes | Yes |
| 15827414 | WEB API RECOMMENDATIONS | November 2017 | May 2021 | Abandon | 41 | 4 | 0 | Yes | No |
| 15818181 | UNIFIED REAL TIME RULE ANALYTICS USING COMMON PROGRAMMING MODEL ON BOTH EDGE AND CLOUD | November 2017 | September 2021 | Allow | 46 | 3 | 0 | No | No |
| 15797323 | DATA STORAGE SYSTEM USING IN-MEMORY STRUCTURE FOR RECLAIMING SPACE FROM INTERNAL FILE SYSTEM TO POOL STORAGE | October 2017 | December 2020 | Allow | 38 | 2 | 0 | No | No |
| 15796980 | OPTIMIZING AN ORDER OF EXECUTION OF MULTIPLE JOIN OPERATIONS | October 2017 | April 2018 | Allow | 6 | 1 | 0 | No | No |
| 15701392 | Generating and Applying Data Transformations in a Data Import Engine | September 2017 | April 2021 | Allow | 43 | 1 | 0 | Yes | Yes |
| 15629180 | UNIFIED REAL TIME RULE ANALYTICS USING COMMON PROGRAMMING MODEL ON BOTH EDGE AND CLOUD | June 2017 | September 2021 | Allow | 51 | 3 | 0 | No | No |
| 15587055 | System and Method for Stepped Loading of Web Page Content | May 2017 | July 2020 | Abandon | 39 | 1 | 0 | No | No |
| 15513032 | DYNAMIC GENERATION OF UNIQUE IDENTIFIERS IN A SYSTEM OF CONNECTED THINGS | March 2017 | October 2023 | Abandon | 60 | 8 | 0 | Yes | No |
| 15512997 | DEVICE WITH COMMUNICATION INTERFACE AND METHOD FOR CONTROLLING DATABASE ACCESS | March 2017 | June 2021 | Allow | 51 | 3 | 0 | No | No |
| 15451751 | COMPUTER-READABLE RECORDING MEDIUM, DATA ACCUMULATION DETERMINATION METHOD, AND DATA ACCUMULATION DETERMINATION APPARATUS | March 2017 | June 2020 | Abandon | 39 | 1 | 0 | No | No |
| 15436658 | CONTROLLING CREATION/ACCESS OF PHYSICALLY SENSES FEATURES | February 2017 | December 2021 | Abandon | 58 | 4 | 0 | Yes | No |
| 15504803 | SYSTEM AND METHOD FOR DUPLICATING FILES ON CLIENT DEVICE FOR CLOUD STORAGE | February 2017 | January 2018 | Allow | 11 | 1 | 0 | No | No |
| 15434793 | WEB API RECOMMENDATIONS | February 2017 | May 2021 | Abandon | 51 | 4 | 0 | Yes | No |
| 15435070 | INTELLIGENT MATCHING SYSTEM WITH ONTOLOGY-AIDED RELATION EXTRACTION | February 2017 | July 2025 | Allow | 60 | 9 | 0 | Yes | Yes |
| 15434555 | DYNAMIC APPLICATION LANDSCAPE PROCESSING SYSTEM | February 2017 | July 2021 | Abandon | 53 | 4 | 0 | Yes | No |
| 15504189 | Image Search Method, Apparatus and Storage Medium | February 2017 | May 2021 | Abandon | 51 | 4 | 0 | No | No |
| 15397075 | SIMULTANEOUS COMPRESSION OF MULTIPLE STORED VIDEOS | January 2017 | May 2021 | Abandon | 52 | 4 | 0 | No | No |
| 15345391 | User Interface to Prepare and Curate Data for Subsequent Analysis | November 2016 | August 2023 | Allow | 60 | 5 | 0 | Yes | Yes |
| 15290507 | SYSTEM TO SEARCH HETEROGENEOUS DATA STRUCTURES | October 2016 | March 2020 | Allow | 41 | 2 | 0 | Yes | No |
| 15290471 | Ingesting a Natural Language Query into a Cognitive Graph | October 2016 | January 2021 | Abandon | 52 | 4 | 0 | Yes | No |
| 15290506 | Universal Quantification of Knowledge Elements Within a Cognitive Graph | October 2016 | August 2020 | Allow | 46 | 3 | 0 | Yes | No |
| 15291003 | SYSTEMS AND METHODS FOR IDENTIFYING MATCHING CONTENT | October 2016 | April 2021 | Abandon | 54 | 4 | 0 | Yes | No |
| 15283880 | Alignment of Metadata | October 2016 | September 2019 | Abandon | 35 | 1 | 0 | No | No |
| 15226721 | COLLABORATION SYSTEM TO SHARE TAILORED INFORMATION WITH SOCIAL NETWORKS | August 2016 | October 2020 | Allow | 51 | 4 | 0 | Yes | No |
| 15224959 | PROVIDING SNAPSHOT ISOLATION TO A DATABASE MANAGEMENT SYSTEM | August 2016 | October 2019 | Allow | 39 | 2 | 0 | Yes | No |
| 15224848 | LOCATION-BASED CONVERSATION IDENTIFIER | August 2016 | July 2022 | Allow | 60 | 4 | 0 | Yes | Yes |
| 15224961 | TOOL FOR MINING CHAT SESSIONS | August 2016 | July 2020 | Allow | 48 | 3 | 0 | Yes | No |
| 15224853 | METHOD AND APPARATUS FOR RECOVERY OF FILE SYSTEM USING METADATA AND DATA CLUSTER | August 2016 | October 2020 | Allow | 51 | 2 | 0 | No | No |
| 15224696 | LOCKING CONCURRENT COMMANDS IN A DATABASE MANAGEMENT SYSTEM | August 2016 | October 2019 | Allow | 39 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner BLACK, LINH.
With a 47.6% 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.
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, 31.5% 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.
✓ 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 BLACK, LINH works in Art Unit 2163 and has examined 307 patent applications in our dataset. With an allowance rate of 58.0%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 51 months.
Examiner BLACK, LINH's allowance rate of 58.0% places them in the 18% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by BLACK, LINH receive 3.91 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.
The median time to disposition (half-life) for applications examined by BLACK, LINH is 51 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.
Conducting an examiner interview provides a -0.7% benefit to allowance rate for applications examined by BLACK, LINH. This interview benefit is in the 11% 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.
When applicants file an RCE with this examiner, 12.0% of applications are subsequently allowed. This success rate is in the 7% 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 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.
When applicants request a pre-appeal conference (PAC) with this examiner, 54.9% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 47% percentile among all examiners. Note: Pre-appeal conferences show below-average success with this examiner. Consider whether your arguments are strong enough to warrant a PAC request.
This examiner withdraws rejections or reopens prosecution in 57.6% of appeals filed. This is in the 31% percentile among all examiners. Of these withdrawals, 38.6% 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, 87.5% are granted (fully or in part). This grant rate is in the 87% percentile among all examiners. Strategic Note: Petitions are frequently granted regarding this examiner's actions compared to other examiners. Per MPEP § 1002.02(c), various examiner actions are petitionable to the Technology Center Director, including prematureness of final rejection, refusal to enter amendments, and requirement for information. If you believe an examiner action is improper, consider filing a petition.
Examiner's Amendments: This examiner makes examiner's amendments in 9.8% of allowed cases (in the 93% 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 12% 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.