Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18971533 | METHOD, APPARATUS, ELECTRONIC DEVICE, AND MEDIUM FOR PROCESSING DATABASE QUERY | December 2024 | January 2026 | Allow | 13 | 2 | 0 | Yes | No |
| 18958789 | DATA PROCESSING METHOD AND APPARATUS FOR COLUMNAR STORAGE DATA WAREHOUSE | November 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18946069 | SYSTEMS AND METHODS FOR COLD-START RECOMMENDATION USING LARGESCALE GRAPH MODELS | November 2024 | November 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18938570 | Identification Of Primary And Foreign Keys | November 2024 | November 2025 | Allow | 12 | 1 | 1 | No | No |
| 18928683 | UNIFIED EXPERIENCE FOR OBSERVABILITY OF A CLOUD-NATIVE CELLULAR NETWORK FROM A NETWORK OPERATIONS CENTER | October 2024 | October 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18819649 | BUILD-SIDE SKEW HANDLING FOR HASH-PARTITIONING HASH JOINS IN DISTRIBUTED DATABASE QUERY EXECUTION | August 2024 | March 2026 | Allow | 19 | 2 | 0 | No | No |
| 18817669 | TABLE SCAN PREDICATE WITH INTEGRATED SEMI-JOIN FILTER | August 2024 | February 2026 | Allow | 18 | 2 | 0 | Yes | No |
| 18814465 | MOBILE COLLECTION OF SENSITIVE INFORMATION INCLUDING TRACKING SYSTEM AND METHOD | August 2024 | November 2025 | Allow | 15 | 1 | 0 | No | No |
| 18787847 | SYSTEMS AND METHODS FOR IN-PLACE RECORDS MANAGEMENT AND CONTENT LIFECYCLE MANAGEMENT | July 2024 | August 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18787300 | ADAPTIVE DATA PROTECTION FOR A MULTI-NODE DATA CLUSTER | July 2024 | December 2025 | Allow | 16 | 1 | 0 | No | No |
| 18785760 | PROCESSING FOR SPAM DETECTION OF UNTRUSTED DOMAINS | July 2024 | August 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18770623 | Optimizing File Storage in Data Lake Tables | July 2024 | July 2025 | Allow | 13 | 1 | 0 | No | No |
| 18763745 | DATA VERIFICATION IN A DISTRIBUTED DATA PROCESSING SYSTEM | July 2024 | January 2026 | Allow | 19 | 2 | 0 | No | No |
| 18753859 | CONSTRUCTING BATCHES WITH DATALOADER WORKERS WITH DISJOINT SHARD DOWNLOADS | June 2024 | June 2025 | Allow | 11 | 1 | 0 | No | No |
| 18742462 | RULE BASED METADATA PARTITIONING | June 2024 | March 2026 | Allow | 21 | 2 | 0 | Yes | No |
| 18658800 | INFERRING GRAPH MODEL FROM DATA IN LAKE | May 2024 | September 2025 | Allow | 17 | 1 | 0 | No | No |
| 18653915 | METHOD FOR PERFORMING GARBAGE COLLECTION MANAGEMENT OF MEMORY DEVICE WITH AID OF BLOCK CLASSIFICATION, MEMORY CONTROLLER, MEMORY DEVICE AND ELECTRONIC DEVICE | May 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18644323 | BUILD-SIDE SKEW HANDLING FOR JOIN OPERATIONS | April 2024 | November 2025 | Allow | 19 | 2 | 0 | No | No |
| 18632608 | BIAS SCORING OF MACHINE LEARNING PROJECT DATA | April 2024 | October 2025 | Allow | 18 | 3 | 0 | No | No |
| 18626658 | DATABASE SYSTEM WITH REPLICATION BASED STORAGE AND REDUNDANCY CODING BASED STORAGE | April 2024 | March 2025 | Allow | 11 | 2 | 0 | Yes | No |
| 18594180 | CENTRALIZED DATA BACKUP PLATFORM SUPPORTING MULTIPLE DATA ENVIRONMENTS | March 2024 | November 2024 | Allow | 8 | 1 | 0 | No | No |
| 18591553 | METHODS AND TECHNIQUES FOR ADAPTIVE SEARCH | February 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18418278 | FULL FEATURE OBJECT IDENTITY QUERY ENGINE | January 2024 | August 2025 | Allow | 19 | 3 | 0 | Yes | No |
| 18405348 | KEYWORD IDENTIFICATION FOR INCREASING WEB TRAFFIC | January 2024 | September 2025 | Allow | 20 | 2 | 0 | No | No |
| 18545398 | DATA FLOW OPTIMIZATION SYSTEM AND METHOD | December 2023 | May 2025 | Abandon | 17 | 1 | 0 | No | No |
| 18541867 | Apparatus and Techniques for Contextual Search of a Storage System | December 2023 | May 2025 | Abandon | 17 | 2 | 0 | Yes | No |
| 18499058 | Method and System for Transparent Database Query Caching | October 2023 | March 2025 | Allow | 17 | 2 | 0 | No | No |
| 18498890 | SUB-SYSTEM IRREGULARITY CORRECTION USING ARTIFICIAL INTELLIGENCE | October 2023 | January 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18482716 | DATABASE SEARCH QUERY ENHANCER | October 2023 | May 2025 | Allow | 20 | 3 | 0 | Yes | No |
| 18372978 | Computer Model Machine Learning Based on Correlations of Training Data with Performance Trends | September 2023 | May 2025 | Abandon | 20 | 2 | 0 | Yes | Yes |
| 18454193 | GENERATING A VENN DIAGRAM USING A COLUMNAR DATABASE MANAGEMENT SYSTEM | August 2023 | May 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18236440 | Asynchronous Predictive Caching Of Content Listed In Search Results | August 2023 | September 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18453412 | AUTOMATED FEATURE ENGINEERING FOR MULTIDIMENSIONAL DATA | August 2023 | September 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18230463 | METHOD AND SYSTEM FOR AUTOMATIC MANAGEMENT OF CRITICAL COMPUTING METRICS | August 2023 | December 2024 | Allow | 16 | 1 | 0 | No | No |
| 18364915 | Search and Query in Computer-Based Reasoning Systems | August 2023 | November 2024 | Allow | 16 | 2 | 0 | No | No |
| 18358212 | SYSTEMS AND METHODS FOR PROCESSING TIMESERIES DATA | July 2023 | January 2026 | Allow | 30 | 3 | 0 | Yes | No |
| 18358253 | SYSTEMS AND METHODS FOR PROCESSING TIMESERIES DATA | July 2023 | June 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18358238 | SYSTEMS AND METHODS FOR PROCESSING TIMESERIES DATA | July 2023 | February 2026 | Allow | 31 | 3 | 0 | Yes | No |
| 18222870 | Anomaly Detection System and Method for Implementing a Data Regularity Check and Adaptive Thresholding | July 2023 | May 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18272616 | INFORMATION PROCESSING DEVICE, CONTROL METHOD, AND STORAGE MEDIUM | July 2023 | May 2025 | Abandon | 22 | 2 | 0 | Yes | No |
| 18222998 | PARALLEL AND DISTRIBUTED QUERY ENGINE FOR FEDERATED SEARCHING | July 2023 | August 2024 | Allow | 13 | 1 | 0 | No | No |
| 18220451 | REPRESENTATION AND MANAGEMENT OF INFRASTRUCTURE STATE OF A DISTRIBUTED DATABASE CLOUD SERVICE | July 2023 | March 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18220692 | MINIMIZING TRANSACTION COORDINATOR INTERACTIONS FOR DISTRIBUTED TRANSACTIONS | July 2023 | August 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18207740 | FILE ENRICHMENT FOR AUTOMATIC DATABASE UPDATE | June 2023 | January 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18332462 | END-TO-END RESTARTABILITY OF CROSS-REGION REPLICATION USING A NEW REPLICATION | June 2023 | February 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18252997 | Computer Systems and Methods for a Guided Query | May 2023 | October 2025 | Allow | 29 | 4 | 0 | No | No |
| 18314071 | MANAGING AND CLASSIFYING ASSETS IN AN INFORMATION TECHNOLOGY ENVIRONMENT USING TAGS | May 2023 | September 2024 | Allow | 16 | 2 | 1 | Yes | No |
| 18139300 | Federated Query Optimization | April 2023 | May 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18138343 | METHODS AND SYSTEM FOR MANAGING ACTIONS WITHIN AN ELECTRONIC DATA FILE | April 2023 | June 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18302239 | SERVERLESS DATA INGESTION FOR TRANSFORMING AND DELIVERING DATA IN SYSTEM ENDPOINTS | April 2023 | March 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18299973 | Combining User Feedback With an Automated Entity-Resolution Process Executed on a Computer System | April 2023 | August 2024 | Allow | 16 | 2 | 0 | Yes | No |
| 18295216 | METHOD AND SYSTEM FOR ANALYTIC BASED CONNECTIONS AMONG USER TYPES IN AN ONLINE PLATFORM | April 2023 | October 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 18187569 | NATURAL LANGUAGE QUERY PROCESSING | March 2023 | March 2025 | Allow | 23 | 2 | 0 | No | No |
| 18187647 | MULTI-TENANCY FOR LARGE SCALE DATA MANAGEMENT | March 2023 | March 2025 | Allow | 24 | 3 | 0 | Yes | No |
| 18183230 | SYSTEMS AND METHODS FOR SECURE CROSS-LEDGER RECORDATION | March 2023 | January 2025 | Allow | 23 | 4 | 0 | Yes | No |
| 18172654 | BIAS SCORING OF MACHINE LEARNING PROJECT DATA | February 2023 | January 2024 | Allow | 11 | 1 | 0 | No | No |
| 18170842 | DYNAMIC DATA QUERY ROUTING FOR MANAGING ACCESS TO DATASETS HAVING MULTIPLE VERSIONS | February 2023 | December 2024 | Allow | 22 | 2 | 1 | Yes | No |
| 18170954 | METHOD AND SYSTEM FOR SECURE AND EFFICIENT FEDERATED DATA DEDUPLICATION IN A STORAGE AREA NETWORK (SAN) INFRASTRUCTURE | February 2023 | April 2024 | Allow | 14 | 1 | 0 | No | No |
| 18106679 | INFORMATION MANAGEMENT APPARATUS, INFORMATION MANAGEMENT METHOD, AND RECORDING MEDIUM | February 2023 | January 2025 | Abandon | 23 | 2 | 0 | No | No |
| 18165431 | ACCESSING BOTH REPLICATION BASED STORAGE AND REDUNDANCY CODING BASED STORAGE FOR QUERY EXECUTION | February 2023 | January 2024 | Allow | 11 | 1 | 0 | No | No |
| 18163110 | SYSTEMS AND METHODS FOR TRIANGULAR TIMESTAMP TRANSFORMATION IN COMPUTER MESSAGING | February 2023 | June 2025 | Allow | 29 | 1 | 0 | No | No |
| 18162616 | Dictionary Filtering and Evaluation in Columnar Databases | January 2023 | November 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 18162639 | UNHANDLED DATA PROTECTION FOR PROGRAMMATIC INPUT/OUTPUT ROUTING TO DATASETS WITH USER-DEFINED PARTITIONS | January 2023 | April 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18104184 | SYSTEMS AND METHODS FOR COLD-START RECOMMENDATION USING LARGESCALE GRAPH MODELS | January 2023 | August 2024 | Allow | 19 | 2 | 1 | Yes | No |
| 18162667 | LANGUAGE CONVERSION SYSTEM | January 2023 | October 2024 | Allow | 21 | 2 | 0 | Yes | No |
| 18103374 | ALERT AND SUPPRESSION UPDATING IN A CLUSTER COMPUTING SYSTEM | January 2023 | August 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 18101391 | SYSTEMS AND METHODS FOR DETERMINING DATASET INTERSECTION | January 2023 | August 2025 | Allow | 30 | 5 | 0 | Yes | No |
| 18152090 | SYSTEMS AND METHODS FOR IN-PLACE RECORDS MANAGEMENT AND CONTENT LIFECYCLE MANAGEMENT | January 2023 | March 2024 | Allow | 14 | 2 | 0 | No | No |
| 18080419 | Database Container Orchestrator | December 2022 | October 2024 | Allow | 22 | 3 | 0 | Yes | No |
| 18075403 | REPORT EDITING METHOD FOR SCADA SYSTEM | December 2022 | January 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18073464 | SYSTEMS AND METHODS FOR SPILLING DATA FOR HASH JOINS | December 2022 | October 2023 | Allow | 11 | 2 | 0 | Yes | No |
| 17980646 | CENTRALIZED DATA BACKUP PLATFORM SUPPORTING MULTIPLE DATA ENVIRONMENTS | November 2022 | February 2024 | Allow | 15 | 1 | 1 | No | No |
| 17976690 | DATA SECURITY IN REMOTE STORAGE SYSTEMS STORING DUPLICATE INSTANCES OF DATA | October 2022 | April 2024 | Allow | 17 | 2 | 0 | Yes | No |
| 18047872 | BUILD-SIDE SKEW HANDLING FOR HASH-PARTITIONING HASH JOINS | October 2022 | February 2024 | Allow | 16 | 3 | 0 | Yes | No |
| 17965438 | FILE-BASED ASYNCHRONOUS AND FAILSAFE EXECUTION IN CLOUD | October 2022 | September 2025 | Abandon | 35 | 2 | 0 | No | Yes |
| 17935905 | DATA VERIFICATION IN A DISTRIBUTED DATA PROCESSING SYSTEM | September 2022 | March 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 17952219 | Dynamic Code Generation Utility with Configurable Connections and Variables | September 2022 | November 2023 | Allow | 13 | 1 | 0 | No | No |
| 17950962 | USING A GRAPH OF REDIRECTS TO IDENTIFY MULTIPLE ADDRESSES REPRESENTING A COMMON WEB PAGE | September 2022 | January 2025 | Abandon | 27 | 4 | 0 | Yes | No |
| 17940069 | CONFIGURABLE APPROXIMATE SEARCH OF CHARACTER STRINGS | September 2022 | May 2024 | Allow | 20 | 2 | 0 | No | No |
| 17870596 | RULES-BASED DATASET CLEANING | July 2022 | April 2025 | Allow | 32 | 5 | 0 | Yes | No |
| 17858950 | SYSTEMS AND METHOD FOR PROCESSING TIMESERIES DATA | July 2022 | September 2025 | Abandon | 38 | 4 | 0 | Yes | No |
| 17857831 | COMPRESSION SERVICE USING FPGA COMPRESSION | July 2022 | January 2024 | Allow | 19 | 2 | 0 | No | No |
| 17831124 | MOBILE COLLECTION OF SENSITIVE INFORMATION INCLUDING TRACKING SYSTEM AND METHOD | June 2022 | March 2023 | Abandon | 10 | 3 | 0 | Yes | No |
| 17831117 | ROWID DECODING: AN ALTERNATIVE TO DICTIONARY DECODING | June 2022 | February 2024 | Allow | 20 | 2 | 0 | Yes | No |
| 17826986 | EXTENDED SYNOPSIS PRUNING IN DATABASE MANAGEMENT SYSTEMS | May 2022 | October 2023 | Allow | 17 | 2 | 0 | Yes | No |
| 17751296 | TABLE SCAN PREDICATE WITH INTEGRATED SEMI-JOIN FILTER | May 2022 | May 2024 | Allow | 24 | 2 | 0 | No | No |
| 17663553 | Artificial Intelligence-Enabled Search for a Storage System | May 2022 | April 2024 | Abandon | 23 | 2 | 0 | Yes | No |
| 17721599 | SYSTEMS AND METHODS FOR SPILLING DATA FOR HASH JOINS | April 2022 | November 2022 | Allow | 7 | 2 | 0 | Yes | No |
| 17720712 | PATENT SEARCH SYSTEM AND METHOD THEREOF | April 2022 | April 2024 | Abandon | 24 | 1 | 0 | No | No |
| 17706768 | System and Method for Storing Data for, and Providing, Rapid Database Join Functions and Aggregation Statistics | March 2022 | May 2025 | Allow | 38 | 2 | 0 | No | Yes |
| 17700157 | INPUT TABLE NORMALIZATION SYSTEMS | March 2022 | December 2023 | Abandon | 20 | 1 | 0 | Yes | No |
| 17697213 | ANOMALY DETECTION | March 2022 | August 2023 | Allow | 17 | 3 | 0 | No | No |
| 17668605 | METHOD OF AND SYSTEM FOR ENHANCED LOCAL-DEVICE CONTENT DISCOVERY | February 2022 | June 2024 | Allow | 28 | 5 | 0 | Yes | No |
| 17666869 | GENERATING A VENN DIAGRAM USING A COLUMNAR DATABASE MANAGEMENT SYSTEM | February 2022 | April 2023 | Allow | 14 | 1 | 0 | Yes | No |
| 17586004 | METHODS AND TECHNIQUES FOR ADAPTIVE SEARCH | January 2022 | January 2025 | Abandon | 35 | 4 | 0 | Yes | No |
| 17583059 | DYNAMIC FILTERING AND PRECISION ALTERATION OF QUERY RESPONSES RESPONSIVE TO REQUEST LOAD | January 2022 | October 2023 | Allow | 21 | 2 | 0 | Yes | No |
| 17580436 | TECHNOLOGIES FOR PROVIDING DYNAMIC PERSISTENCE OF DATA IN EDGE COMPUTING | January 2022 | December 2024 | Abandon | 34 | 4 | 0 | Yes | No |
| 17578980 | SYSTEMS AND METHODS FOR DETERMINING CONTEXT SWITCHING IN CONVERSATION | January 2022 | April 2025 | Allow | 39 | 5 | 0 | Yes | No |
| 17517482 | MEMBER ACTIVITY ACROSS CHANNELS | November 2021 | June 2024 | Allow | 32 | 4 | 0 | Yes | No |
| 17452814 | TRANSFORMATION OF PROPERTY-VALUE TABLE TO FACILITATE SEARCH | October 2021 | June 2024 | Allow | 32 | 3 | 0 | Yes | Yes |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner YEN, SYLING.
With a 32.4% reversal rate, the PTAB reverses the examiner's rejections in a meaningful percentage of cases. This reversal rate is below the USPTO average, indicating that appeals face more challenges 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, 25.0% 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 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 YEN, SYLING works in Art Unit 2166 and has examined 805 patent applications in our dataset. With an allowance rate of 73.0%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 42 months.
Examiner YEN, SYLING's allowance rate of 73.0% places them in the 37% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by YEN, SYLING receive 3.03 office actions before reaching final disposition. This places the examiner in the 87% 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 YEN, SYLING is 42 months. This places the examiner in the 18% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +34.9% benefit to allowance rate for applications examined by YEN, SYLING. This interview benefit is in the 83% 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, 25.6% of applications are subsequently allowed. This success rate is in the 41% percentile among all examiners. Strategic Insight: RCEs show below-average effectiveness with this examiner. Carefully evaluate whether an RCE or continuation is the better strategy.
This examiner enters after-final amendments leading to allowance in 17.6% of cases where such amendments are filed. This entry rate is in the 20% 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, 21.5% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 27% 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 57.5% of appeals filed. This is in the 31% percentile among all examiners. Of these withdrawals, 27.1% 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, 38.2% are granted (fully or in part). This grant rate is in the 27% percentile among all examiners. Strategic Note: Petitions show below-average success regarding this examiner's actions. Ensure you have a strong procedural basis before filing.
Examiner's Amendments: This examiner makes examiner's amendments in 9.4% 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 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.