Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19093177 | PROCESSING USER INPUT TO A COMPUTING ENVIRONMENT USING ARTIFICIAL INTELLIGENCE | March 2025 | June 2025 | Allow | 2 | 0 | 0 | No | No |
| 18888582 | System, Method, and Computer Program Product for Accelerated Database Queries Using Aggregation Definitions | September 2024 | August 2025 | Allow | 11 | 1 | 0 | No | No |
| 18781414 | Information Pushing Method and Server Side | July 2024 | August 2025 | Allow | 13 | 1 | 0 | No | No |
| 18775353 | DATA SCRUBBING FOR VERY LARGE DATABASES | July 2024 | August 2025 | Allow | 13 | 1 | 0 | No | No |
| 18745863 | SYSTEMS AND METHODS FOR ENCODING AND SEARCHING SCENARIO INFORMATION | June 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18738743 | METHODS AND SYSTEMS FOR PROVIDING DATABASE DEVELOPMENT RECOMMENDATIONS BASED ON MULTI-MODAL CORRELATIONS DETECTED THROUGH ARTIFICIAL INTELLIGENCE | June 2024 | June 2025 | Allow | 12 | 1 | 0 | No | No |
| 18651192 | FACILITATING AUTOMATIC ENABLED REPLICATION FOR DETECTED STORAGE CONTEXT IN ADVANCED COMMUNICATION NETWORKS | April 2024 | September 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18647268 | INFORMATION PROVISION METHOD | April 2024 | April 2025 | Allow | 11 | 1 | 0 | No | No |
| 18642459 | RESOLVING CONFLICTS BETWEEN DATA SOURCE UPDATES AND USER EDITS TO ONTOLOGY DATA | April 2024 | May 2025 | Allow | 13 | 0 | 0 | No | No |
| 18635880 | NEAR REAL-TIME ANALYTICS USING STRUCTURES REPRESENTING DATA DISTRIBUTIONS | April 2024 | September 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18633209 | System And Method For Transaction Continuity Across Failures In A Scale-Out Database | April 2024 | December 2024 | Allow | 8 | 0 | 0 | No | No |
| 18621059 | METHOD AND SYSTEM FOR TASK PLANNING AND EXECUTION BASED ON USER QUERY | March 2024 | March 2025 | Allow | 12 | 0 | 0 | No | No |
| 18592986 | MAINTENANCE EVENTS IN A DATA REPLICATION SYSTEM | March 2024 | June 2025 | Allow | 15 | 2 | 0 | No | No |
| 18589078 | STRUCTURED DATA COLLECTION, PRESENTATION, VALIDATION AND WORKFLOW MANAGEMENT | February 2024 | September 2024 | Allow | 7 | 0 | 0 | No | No |
| 18428689 | METHODS AND SYSTEMS FOR DETERMINING A PRIORITY FOR PROCESSING OF SELECTED DATABASE RECORDS | January 2024 | July 2025 | Allow | 17 | 1 | 0 | No | No |
| 18426490 | VECTOR DATASET INDEX PARAMETER DETERMINATION | January 2024 | March 2025 | Allow | 14 | 0 | 0 | No | No |
| 18426509 | VECTOR DATASET INDEX PARAMETER DETERMINATION | January 2024 | March 2025 | Allow | 14 | 0 | 0 | No | No |
| 18425312 | QUERY PROCESSING WITH RESTRICTIONS IN A DATABASE CLEAN ROOM | January 2024 | January 2025 | Allow | 12 | 1 | 0 | No | No |
| 18580666 | METHOD TO STORE DATA ASSOCIATED TO MEMBERS OF ENTITIES OF A DATABASE | January 2024 | May 2025 | Allow | 16 | 1 | 0 | No | No |
| 18392883 | Systems and Methods for Increasing Database Access Concurrency | December 2023 | January 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18545290 | Big Data Based Predictive Graph Generation System | December 2023 | November 2024 | Allow | 11 | 1 | 0 | No | No |
| 18538912 | SPECULATIVE DECODING IN AUTOREGRESSIVE GENERATIVE ARTIFICIAL INTELLIGENCE MODELS | December 2023 | April 2025 | Allow | 16 | 1 | 0 | No | No |
| 18531166 | COMPUTER-BASED SYSTEMS CONFIGURED TO PRE-TRAIN LANGUAGE MODELS FOR ENTITY RESOLUTION AND METHODS OF USE THEREOF | December 2023 | August 2025 | Allow | 20 | 1 | 0 | No | No |
| 18529965 | SELECTION OF STORAGE SERVERS BASED ON CLUSTERING BANDS | December 2023 | June 2025 | Allow | 19 | 3 | 0 | Yes | No |
| 18524590 | DATABASE MANAGEMENT SYSTEMS | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18565548 | DATA PROCESSING APPARATUS, DATA PROCESSING METHOD, AND DATA PROCESSING PROGRAM | November 2023 | January 2025 | Allow | 13 | 2 | 0 | No | No |
| 18521723 | METHODS, SYSTEMS, ELECTRONIC DEVICES, AND STORAGE MEDIA FOR DATABASE TRANSACTION PROCESSING | November 2023 | January 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18561925 | DATA CONVERSION APPARATUS, DATA CONVERSION METHOD AND PROGRAM | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18505890 | UTILIZING METADATA-BASED CLASSIFICATIONS FOR DATA DISCOVERY IN DATA SETS | November 2023 | July 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18504754 | DATABASE SYNCHRONIZATION USING RESIZABLE INVERTIBLE BLOOM FILTERS WITH DATABASE SNAPSHOTS | November 2023 | September 2024 | Allow | 10 | 1 | 0 | No | No |
| 18503197 | DATA CLASSIFICATION METHOD FOR CLASSIFYING INLIER AND OUTLIER DATA | November 2023 | March 2025 | Allow | 17 | 1 | 0 | No | No |
| 18501448 | Method and System for Estimating the Cardinality of Information | November 2023 | August 2024 | Allow | 9 | 1 | 0 | No | No |
| 18383534 | UNSUPERVISED USER SEGMENT DISCOVERY SYSTEM | October 2023 | January 2024 | Allow | 3 | 0 | 0 | No | No |
| 18487515 | SYSTEMS AND METHODS FOR BACKING UP DATA | October 2023 | January 2025 | Allow | 15 | 1 | 0 | No | No |
| 18480028 | SYMMETRIC QUERY PROCESSING IN A DATABASE CLEAN ROOM | October 2023 | August 2024 | Allow | 11 | 1 | 0 | No | No |
| 18471445 | OPTIMIZED EMBEDDING SEARCH | September 2023 | April 2025 | Allow | 19 | 2 | 0 | No | No |
| 18368298 | APPARATUS AND A METHOD FOR THE GENERATION OF ELECTRONIC MEDIA | September 2023 | February 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18455778 | DEVICE ACCESS CONTROL BASED ON DETECTED USER STATE | August 2023 | April 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18357066 | INSTRUCTION EXECUTION THAT BROADCASTS AND MASKS DATA VALUES AT DIFFERENT LEVELS OF GRANULARITY | July 2023 | September 2024 | Allow | 14 | 1 | 0 | No | No |
| 18344799 | GENERATING A PROACTIVE ALERT FOR OUTDATED SCRAPING SCRIPT | June 2023 | February 2024 | Allow | 7 | 1 | 0 | Yes | No |
| 18344192 | UNIVERSAL SEARCH INDEXER FOR ENTERPRISE WEBSITES AND CLOUD ACCESSIBLE WEBSITES | June 2023 | January 2026 | Abandon | 30 | 3 | 0 | Yes | No |
| 18343089 | SYSTEMS AND METHODS FOR ENCOURAGING APPLICATION EXPLORATION | June 2023 | September 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18210206 | UNSUPERVISED USER SEGMENT DISCOVERY SYSTEM | June 2023 | December 2023 | Allow | 6 | 2 | 0 | No | No |
| 18200442 | SYSTEMS AND METHODS FOR BLOCKCHAIN-BASED CLOUD STORAGE DOCUMENT INTEGRITY | May 2023 | February 2025 | Allow | 20 | 2 | 0 | No | No |
| 18318904 | LLM INTEGRATIONS FOR DATA VISUALIZATION IN SPREADSHEET ENVIRONMENTS | May 2023 | February 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18317008 | COMPUTER IMPLEMENTED METHOD FOR CREATING DATABASE STRUCTURES WITHOUT KNOWLEDGE ON FUNCTIONING OF RELATIONAL DATABASE SYSTEM | May 2023 | September 2024 | Allow | 16 | 1 | 0 | No | No |
| 18315939 | KITCHEN DISPLAY SYSTEMS AND METHODS | May 2023 | April 2025 | Allow | 23 | 2 | 0 | Yes | No |
| 18314122 | DETERMINATION APPARATUS, DETERMINATION METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | May 2023 | October 2025 | Allow | 29 | 3 | 0 | Yes | No |
| 18138572 | STRUCTURED DATA COLLECTION, PRESENTATION, VALIDATION AND WORKFLOW MANAGEMENT | April 2023 | November 2023 | Allow | 7 | 0 | 0 | No | No |
| 18133475 | AUTOMATED RESPONSE ENGINE IMPLEMENTING A UNIVERSAL DATA SPACE BASED ON COMMUNICATION INTERACTIONS VIA AN OMNICHANNEL ELECTRONIC DATA CHANNEL | April 2023 | February 2025 | Allow | 23 | 1 | 0 | No | No |
| 18130026 | SYSTEMS AND METHODS FOR OPTIMIZING DELIVERY OF CONTENT RECOMMENDATIONS | April 2023 | November 2024 | Allow | 19 | 3 | 0 | No | No |
| 18191708 | SYSTEM AND METHOD FOR DOCUMENT ANALYSIS TO DETERMINE DIVERSE AND RELEVANT PASSAGES OF DOCUMENTS | March 2023 | January 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18120611 | INFORMATION PROVISION METHOD | March 2023 | January 2024 | Allow | 10 | 1 | 0 | No | No |
| 18180023 | Dynamic-Ledger-Enabled Edge-Device Query Processing | March 2023 | November 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 18117810 | SYSTEM AND METHOD FOR TRANSACTION CONTINUITY ACROSS FAILURES IN A SCALE-OUT DATABASE | March 2023 | January 2024 | Allow | 10 | 0 | 0 | No | No |
| 18178399 | DATABASE SYSTEM FOR TRIGGERING EVENT NOTIFICATIONS BASED ON UPDATES TO DATABASE RECORDS IN AN ELECTRONIC FILE | March 2023 | January 2024 | Allow | 11 | 2 | 0 | Yes | No |
| 18165441 | FACILITATING CONCURRENT EXECUTION OF DATABASE SNAPSHOT REQUESTS | February 2023 | July 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18162708 | SYMMETRIC QUERY PROCESSING IN A DATABASE CLEAN ROOM | January 2023 | July 2023 | Allow | 5 | 0 | 0 | No | No |
| 18161541 | QUERY PROCESSING WITH RESTRICTIONS IN A DATABASE CLEAN ROOM | January 2023 | January 2024 | Allow | 11 | 1 | 0 | No | No |
| 18095187 | System, Method, and Computer Program Product for Accelerated Database Queries using Aggregation Definitions | January 2023 | June 2024 | Allow | 18 | 0 | 0 | No | No |
| 18086912 | AUTOMATED LATENCY-AWARE PURGING OF DATABASE RECORDS | December 2022 | March 2024 | Allow | 14 | 0 | 0 | No | No |
| 18065524 | HANDLING PERMISSIONS FOR VIRTUALIZED FILE SERVERS | December 2022 | July 2024 | Allow | 19 | 3 | 0 | Yes | No |
| 18075145 | USER COHORT QUERY ENGINE | December 2022 | September 2024 | Allow | 21 | 1 | 0 | No | No |
| 17990827 | SYSTEM AND METHOD TO REGULARIZE CANCER TREATMENT DATA FOR SYSTEMATIC RECORDING | November 2022 | May 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17977392 | UNSUPERVISED USER SEGMENT DISCOVERY SYSTEM | October 2022 | February 2023 | Allow | 3 | 0 | 0 | No | No |
| 17974152 | SYSTEM AND METHOD FOR AN ULTRA HIGHLY AVAILABLE, HIGH PERFORMANCE, PERSISTENT MEMORY OPTIMIZED, SCALE-OUT DATABASE | October 2022 | December 2023 | Allow | 14 | 1 | 0 | No | No |
| 18048662 | SYSTEM AND METHOD TO ENSURE DATA INTEGRITY OF SOFTWARE DEFINED STORAGE SYSTEM | October 2022 | October 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17965250 | MULTI-PARAMETER DATA TYPE FRAMEWORKS FOR DATABASE ENVIRONMENTS AND DATABASE SYSTEMS | October 2022 | March 2025 | Allow | 29 | 2 | 0 | No | No |
| 17964675 | SYNCHRONIZING CONTENT WITH THIRD-PARTY APPLICATION | October 2022 | December 2023 | Allow | 14 | 1 | 0 | No | No |
| 17960977 | Synchronously Negotiating An Object's Creation Time Across Two Or More Storage Systems | October 2022 | August 2025 | Allow | 34 | 3 | 0 | Yes | No |
| 17954147 | DATABASE SYNCHRONIZATION USING RESIZABLE INVERTIBLE BLOOM FILTERS WITH DATABASE SNAPSHOTS | September 2022 | August 2023 | Allow | 10 | 1 | 0 | No | No |
| 17952886 | Big Data Based Predictive Graph Generation System | September 2022 | October 2023 | Allow | 13 | 1 | 0 | No | No |
| 17951632 | SYSTEM AND METHOD FOR HIGHLY AVAILABLE DATABASE SERVICE | September 2022 | January 2024 | Allow | 16 | 1 | 0 | No | No |
| 17895240 | MINIMIZING READ AND UPDATE CONFLICT ERRORS IN BLOCKCHAINS | August 2022 | May 2024 | Allow | 21 | 1 | 0 | No | No |
| 17817883 | MULTI-TENANT PARTITIONING IN A TIME-SERIES DATABASE | August 2022 | March 2024 | Allow | 19 | 2 | 0 | Yes | No |
| 17871344 | MAINTENANCE EVENTS IN A DATA REPLICATION SYSTEM | July 2022 | November 2023 | Allow | 16 | 2 | 0 | Yes | No |
| 17863027 | SYSTEM AND METHOD FOR MANAGING TRANSITION BETWEEN INFERENCE MODELS ACROSS MULTIPLE DATA PROCESSING SYSTEMS | July 2022 | April 2024 | Allow | 21 | 0 | 0 | No | No |
| 17855693 | COMPUTER ESTIMATIONS BASED ON STATISTICAL TREE STRUCTURES | June 2022 | August 2023 | Allow | 13 | 1 | 0 | No | No |
| 17824348 | Systems and Methods for Increasing Database Access Concurrency | May 2022 | August 2023 | Allow | 15 | 1 | 0 | No | No |
| 17749415 | METHOD AND SYSTEM FOR GROUPING OF BLOCKCHAIN NODES | May 2022 | February 2024 | Allow | 21 | 1 | 0 | No | No |
| 17750019 | ENTERPRISE DATA MANAGEMENT LOGIC CONFIGURATION | May 2022 | June 2024 | Allow | 25 | 1 | 0 | No | No |
| 17663642 | BLOCKCHAIN-BASED DATA SHARING METHOD AND APPARATUS | May 2022 | May 2024 | Abandon | 24 | 1 | 0 | No | No |
| 17662623 | CONTEXT DEPENDENT EXECUTION TIME PREDICTION FOR REDIRECTING QUERIES | May 2022 | March 2023 | Allow | 10 | 0 | 0 | No | No |
| 17730656 | MANAGING IDENTIFIERS FOR MULTINODAL MASTER SYSTEMS OF UNKNOWN OR CHANGING SIZE | April 2022 | March 2023 | Allow | 11 | 0 | 0 | No | No |
| 17714007 | PROPAGATION OF EXTENSIONS OF DATA ARTIFACTS | April 2022 | March 2024 | Allow | 23 | 1 | 0 | Yes | No |
| 17710515 | METHOD AND/OR SYSTEM FOR TAGGING TREES | March 2022 | September 2023 | Allow | 17 | 2 | 0 | No | No |
| 17709813 | RESTRICTION-COMPLIANT DATA REPLICATION | March 2022 | November 2024 | Allow | 32 | 4 | 0 | Yes | No |
| 17703453 | DATABASE QUERY PERFORMANCE IMPROVEMENT | March 2022 | November 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17656010 | BLOCKCHAIN BASED MULTI VENDOR CHANGE MONITORING SYSTEM | March 2022 | August 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17699444 | TECHNIQUES FOR REPLICATING MANAGEMENT DATA | March 2022 | April 2024 | Allow | 25 | 1 | 0 | No | No |
| 17655572 | SYSTEM AND METHOD OF UPDATING CONTENT SERVER METADATA | March 2022 | July 2024 | Allow | 28 | 2 | 0 | Yes | No |
| 17653724 | STATISTICS UPDATE OF A DATABASE HAVING A PRIMARY SIDE AND A STANDBY SIDE | March 2022 | October 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17688896 | STRUCTURED DATA COLLECTION, PRESENTATION, VALIDATION AND WORKFLOW MANAGEMENT | March 2022 | January 2023 | Allow | 11 | 0 | 0 | No | No |
| 17682332 | DATA CONFLICT RESOLUTION IN PERIODICALLY OFFLINE SYSTEMS | February 2022 | July 2025 | Allow | 40 | 2 | 0 | Yes | Yes |
| 17652873 | RESTRICTED QUERIES IN A DATABASE CLEAN ROOM | February 2022 | October 2022 | Allow | 7 | 1 | 0 | No | No |
| 17682390 | SYNCHRONIZING ONLINE AND OFFLINE TRANSFER OF DATA TO CLOUD STORAGE SYSTEM | February 2022 | March 2023 | Allow | 12 | 0 | 0 | No | No |
| 17677958 | INSTRUCTION EXECUTION THAT BROADCASTS AND MASKS DATA VALUES AT DIFFERENT LEVELS OF GRANULARITY | February 2022 | March 2023 | Allow | 13 | 1 | 0 | No | No |
| 17590766 | DYNAMIC SEARCH INTERFACES | February 2022 | August 2024 | Allow | 31 | 3 | 0 | Yes | No |
| 17590471 | METHODS AND SYSTEMS FOR PROVIDING DATABASE DEVELOPMENT RECOMMENDATIONS BASED ON MULTI-MODAL CORRELATIONS DETECTED THROUGH ARTIFICIAL INTELLIGENCE | February 2022 | February 2024 | Allow | 24 | 1 | 0 | No | No |
| 17589661 | INTERACTIVE LOCATION QUERIES FOR RAW MACHINE DATA | January 2022 | April 2023 | Allow | 14 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner PHAM, MICHAEL.
With a 39.1% 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 PHAM, MICHAEL works in Art Unit 2167 and has examined 502 patent applications in our dataset. With an allowance rate of 73.9%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.
Examiner PHAM, MICHAEL's allowance rate of 73.9% places them in the 38% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by PHAM, MICHAEL receive 2.69 office actions before reaching final disposition. This places the examiner in the 79% 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 PHAM, MICHAEL is 37 months. This places the examiner in the 32% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a +31.7% benefit to allowance rate for applications examined by PHAM, MICHAEL. This interview benefit is in the 79% 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, 25.3% of applications are subsequently allowed. This success rate is in the 40% 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 28.1% of cases where such amendments are filed. This entry rate is in the 40% 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.
When applicants request a pre-appeal conference (PAC) with this examiner, 66.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 53% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences show above-average effectiveness with this examiner. If you have strong arguments, a PAC request may result in favorable reconsideration.
This examiner withdraws rejections or reopens prosecution in 61.7% of appeals filed. This is in the 39% percentile among all examiners. Of these withdrawals, 40.5% 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, 18.8% are granted (fully or in part). This grant rate is in the 10% 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 8.6% of allowed cases (in the 92% 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.