Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18957843 | ARTIFICIAL INTELLIGENCE BASED GENERATION OF SYNTHETIC STATEMENT FOR A USER | November 2024 | March 2025 | Allow | 3 | 1 | 0 | No | No |
| 18955901 | METHOD AND APPARATUS OF COMPARING DATA OF HETEROGENEOUS DATA SOURCES, DEVICE, AND STORAGE MEDIUM | November 2024 | May 2025 | Allow | 6 | 1 | 0 | No | No |
| 18794228 | CLIENT DEVICE WITH APPLICATION FOR GROUPING AND FACILITATING DELETION OF PHOTOGRAPHS FROM MEMORY | August 2024 | January 2025 | Allow | 5 | 1 | 0 | No | No |
| 18745054 | MOBILE DEVICE, NETWORK SYSTEM, AND CONTROL METHOD FOR THE SAME | June 2024 | June 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18742418 | SYSTEMS AND METHODS FOR ENHANCING PERFORMANCE OF SEARCH ENGINES | June 2024 | November 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18674159 | ISSUE TRACKING SYSTEMS AND METHODS FOR A CONFIGURABLE PROJECT HIERARCHY | May 2024 | June 2025 | Allow | 13 | 0 | 0 | No | No |
| 18658517 | METHODS AND SYSTEMS FOR SELECTING AND PRESENTING CONTENT ON A FIRST SYSTEM BASED ON USER PREFERENCES LEARNED ON A SECOND SYSTEM | May 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18652044 | ENTITY RESOLUTION IN GENEALOGICAL DATABASES | May 2024 | April 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18647389 | DETECTION OF CHANGES IN STORAGE ARRAYS FOR DATABASES | April 2024 | March 2025 | Allow | 10 | 1 | 0 | No | No |
| 18645926 | DATABASE DATA COMPRESSION METHOD AND STORAGE DEVICE | April 2024 | May 2025 | Allow | 12 | 1 | 0 | No | No |
| 18631952 | RESPONDING TO QUERIES WITH VOICE RECORDINGS | April 2024 | April 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18630084 | APPARATUS AND METHOD FOR DATA CLUSTERING | April 2024 | March 2025 | Allow | 11 | 1 | 0 | No | No |
| 18615335 | CREATING DATA SHAPES FOR PATTERN RECOGNITION SYSTEMS | March 2024 | April 2025 | Allow | 13 | 1 | 0 | No | No |
| 18613859 | PATTERN RECOGNITION SYSTEMS | March 2024 | April 2025 | Allow | 13 | 1 | 0 | No | No |
| 18613832 | DATA RETRIEVAL IN PATTERN RECOGNITION SYSTEMS | March 2024 | March 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18610388 | METHOD FOR IDENTIFYING POTENTIAL REGULATORY VIOLATIONS | March 2024 | December 2024 | Allow | 9 | 1 | 0 | No | No |
| 18608128 | DATA DISTILLERY FOR SIGNAL DETECTION | March 2024 | June 2025 | Allow | 14 | 1 | 1 | No | No |
| 18605313 | MANAGING DATA RISK USING AUTOMATED DEPENDENCY DISCOVERY | March 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18603686 | SYSTEMS AND METHODS FOR PERSONALIZED GUIDANCE | March 2024 | June 2025 | Allow | 16 | 1 | 1 | Yes | No |
| 18592093 | METHOD AND DATABASE SYSTEM FOR OPTIMIZING QUERY PROCESSING EXECUTION SCHEME | February 2024 | March 2025 | Allow | 12 | 1 | 0 | No | No |
| 18586542 | INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM IN WHICH INFORMATION PROCESSING PROGRAM IS STORED | February 2024 | June 2025 | Allow | 16 | 2 | 0 | No | No |
| 18432389 | SYSTEMS AND METHODS FOR USER ALIAS CORRECTION | February 2024 | February 2025 | Allow | 12 | 1 | 0 | No | No |
| 18431624 | Genetic Determination of Predispositions for Health-Related Conditions | February 2024 | November 2024 | Allow | 9 | 2 | 0 | No | No |
| 18423685 | SYNTHESIZING A RESTORE IMAGE FROM ONE OR MORE SECONDARY COPIES TO FACILITATE DATA RESTORE OPERATIONS TO A FILE SERVER | January 2024 | January 2025 | Allow | 12 | 0 | 1 | No | No |
| 18421408 | SEARCH-BASED NATURAL LANGUAGE INTENT DETECTION, SELECTION, AND EXECUTION FOR MULTI-AGENT AUTOMATION SYSTEMS | January 2024 | January 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18418171 | MODEL-DRIVEN DATA INSIGHTS FOR LATENT TOPIC MATERIALITY | January 2024 | May 2025 | Allow | 16 | 1 | 1 | No | No |
| 18391099 | SYSTEMS AND METHODS FOR MAINTAINING A RANDOM SAMPLE OF DOCUMENTS | December 2023 | February 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18538108 | PROTECTION, RECOVERY, AND MIGRATION OF DATABASES-AS-A-SERVICE (DBAAS) AND/OR SERVERLESS DATABASE MANAGEMENT SYSTEMS (DBMS) IN CLOUD AND MULTI-CLOUD | December 2023 | February 2025 | Allow | 14 | 1 | 0 | No | No |
| 18534160 | SYSTEM AND METHOD FOR DISTRIBUTING INDEX MESSAGES IN A SHARD-AWARE INDEX PIPELINE | December 2023 | March 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18495558 | Search Suggestions Based on Native Application History | October 2023 | June 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18495344 | Multimedia Query System | October 2023 | May 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18484820 | Media Preference Database | October 2023 | January 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18484018 | SYSTEM AND METHOD FOR INTERMEDIARY MAPPING AND DE-IDENTIFICATION OF NON-STANDARD DATASETS | October 2023 | March 2025 | Allow | 17 | 2 | 0 | Yes | No |
| 18378360 | SYSTEMS AND METHODS FOR REDUCING DATA COLLECTION BURDEN | October 2023 | November 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18378463 | PROTOCOL INDEPENDENT PROGRAMMABLE SWITCH (PIPS) FOR SOFTWARE DEFINED DATA CENTER NETWORKS | October 2023 | January 2025 | Allow | 15 | 1 | 0 | No | No |
| 18377219 | Ancestry Composition Determination | October 2023 | October 2024 | Allow | 12 | 2 | 0 | No | No |
| 18244715 | Determination and Display of Likelihoods over Time of Developing Age-Associated Disease | September 2023 | July 2024 | Allow | 10 | 1 | 0 | No | No |
| 18460169 | AUTOMATED LOG-BASED REMEDIATION OF AN INFORMATION MANAGEMENT SYSTEM | September 2023 | November 2024 | Allow | 15 | 1 | 0 | No | No |
| 18457531 | DETERMINING A CHANGE TO PRODUCT INFORMATION OR USER INFORMATION VIA HASHING | August 2023 | January 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18458013 | Prioritized Recovery of Files During Failback | August 2023 | January 2025 | Allow | 16 | 1 | 0 | Yes | No |
| 18278777 | LEGAL DOCUMENT SEARCH AND RANKING USING MACHINE LEARNING DURING LEGAL INTERACTIONS | August 2023 | October 2024 | Allow | 14 | 1 | 0 | No | No |
| 18364998 | NODE GRAPH PRUNING AND FRESH CONTENT | August 2023 | December 2024 | Allow | 16 | 1 | 0 | No | No |
| 18226030 | KEY-BASED COMPLEX PROCESS MONITORING | July 2023 | November 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18226156 | SYSTEM AND METHOD FOR QUERYING A DATA REPOSITORY | July 2023 | August 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18358758 | Method for Determining Company Related to News Based on Scoring and Apparatus for Performing the Method | July 2023 | February 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18357363 | REPORT ARCHIVAL AND RETRIEVAL SYSTEM | July 2023 | October 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18224438 | METADATA TAG AUTO-APPLICATION TO POSTED ENTRIES | July 2023 | August 2024 | Allow | 13 | 1 | 0 | No | No |
| 18339301 | CLIENT DEVICE AND APPLICATION FOR FACILITATING DELETION OF PHOTOGRAPHS FROM MEMORY | June 2023 | July 2024 | Allow | 13 | 1 | 0 | No | No |
| 18211922 | Computer Implemented Identification of Genetic Similarity | June 2023 | October 2024 | Allow | 16 | 1 | 0 | No | No |
| 18211403 | TARGETED SWEEP METHOD FOR KEY-VALUE DATA STORAGE | June 2023 | August 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18331062 | Accommodation Search | June 2023 | September 2024 | Allow | 15 | 2 | 0 | No | No |
| 18324869 | DATA AGGREGATION AND PROCESS AUTOMATION SYSTEMS AND METHODS | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18200183 | METHOD AND SYSTEMS FOR PROVIDING PERSONALIZED SUPPLEMENTAL AUDIO STREAMS | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18321175 | SYSTEMS AND METHODS FOR CORRELATING LARGE DATASETS OF ELECTRONIC DATA RECORDS | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18317669 | IDENTIFYING TRUE POSITIVE DATA WITHIN A SET OF BLAST EXPOSURE DATA | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18315994 | MEDIA MANAGEMENT SYSTEM | May 2023 | August 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18316159 | SYSTEMS AND METHODS FOR APPLICATION DATA SERVERS | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18312419 | PERMISSIONS IN A DATASET MANAGEMENT SYSTEM | May 2023 | October 2024 | Allow | 18 | 2 | 0 | No | No |
| 18311714 | Synthetic Data Generation | May 2023 | August 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18141768 | APPARATUS AND METHOD OF GENERATING LOOKUPS AND MAKING DECISIONS FOR PACKET MODIFYING AND FORWARDING IN A SOFTWARE-DEFINED NETWORK ENGINE | May 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18310336 | SYSTEMS AND METHODS FOR REMOVING ELECTRONIC ACTIVITIES FROM SYSTEMS OF RECORDS BASED ON FILTERING POLICIES | May 2023 | July 2024 | Allow | 15 | 1 | 0 | No | No |
| 18306400 | METHOD, APPARATUS, AND COMPUTER-READABLE MEDIUM FOR DETERMINING A DATA DOMAIN ASSOCIATED WITH DATA | April 2023 | August 2024 | Allow | 15 | 1 | 0 | No | No |
| 18138716 | Methods For Identifying Crosses For Use In Plant Breeding | April 2023 | August 2024 | Allow | 16 | 1 | 0 | No | No |
| 18299253 | ALERT RULE EVALUATION FOR MONITORING OF LATE ARRIVING DATA | April 2023 | April 2024 | Allow | 12 | 0 | 0 | No | No |
| 18127821 | SYSTEM, METHOD, AND COMPUTER-ACCESSIBLE MEDIUM TO VERIFY DATA COMPLIANCE BY ITERATIVE LEARNING | March 2023 | April 2024 | Allow | 12 | 1 | 0 | No | No |
| 18118923 | SYSTEMS AND METHODS FOR ADAPTIVE DATA REPLICATION | March 2023 | December 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 18180077 | PREDICTIVE, MACHINE-LEARNING, EVENT-SERIES COMPUTER MODELS WITH ENCODED REPRESENTATION | March 2023 | July 2024 | Allow | 17 | 1 | 0 | No | No |
| 18101701 | USING UNSUPERVISED MACHINE LEARNING TO PRODUCE INTERPRETABLE ROUTING RULES | January 2023 | March 2024 | Allow | 13 | 2 | 0 | No | No |
| 18158586 | DATA INGESTION REPLICATION AND DISASTER RECOVERY | January 2023 | May 2024 | Allow | 16 | 1 | 0 | No | No |
| 18099478 | Comparison and Identification of Attribute Similarity Based on Genetic Markers | January 2023 | July 2023 | Allow | 6 | 1 | 1 | No | No |
| 18097524 | SYSTEM TO LABEL K-MEANS CLUSTERS WITH HUMAN UNDERSTANDABLE LABELS | January 2023 | October 2023 | Allow | 9 | 1 | 0 | No | No |
| 18149124 | IDENTIFYING FALSE POSITIVE DATA WITHIN A SET OF BLAST EXPOSURE DATA | January 2023 | August 2024 | Allow | 19 | 1 | 0 | Yes | No |
| 18148855 | SEARCH-BASED NATURAL LANGUAGE INTENT DETERMINATION | December 2022 | October 2023 | Allow | 10 | 1 | 0 | Yes | No |
| 18083654 | System and Method for Hierarchical Factor-based Forecasting | December 2022 | April 2025 | Allow | 28 | 1 | 0 | No | No |
| 17994519 | COMPUTERIZED SYSTEM FOR PROGRAMMATIC MAPPING OF RECORD LINEAGE BASED ON DATA FLOW THROUGH DATA STORAGE COMPONENTS | November 2022 | October 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 17994801 | Moveable Storage | November 2022 | August 2024 | Allow | 21 | 1 | 0 | No | No |
| 17989388 | Computer Implemented Identification of Genetic Similarity | November 2022 | March 2023 | Allow | 4 | 2 | 0 | No | No |
| 17987357 | TRANSCRANIAL STIMULATION DEVICE AND METHOD BASED ON ELECTROPHYSIOLOGICAL TESTING | November 2022 | August 2024 | Allow | 21 | 4 | 0 | No | No |
| 17975176 | SCENE AWARE SEARCHING | October 2022 | August 2023 | Allow | 9 | 1 | 0 | No | No |
| 17937906 | INTELLIGENT AUTOMATIC ORCHESTRATION OF MACHINE-LEARNING BASED PROCESSING PIPELINE | October 2022 | April 2025 | Allow | 30 | 0 | 0 | No | No |
| 17958665 | Attribute Combination Discovery for Predisposition Determination of Health Conditions | October 2022 | February 2023 | Allow | 4 | 1 | 0 | No | No |
| 17937434 | BACKUP AND RESTORE OF CLIENT-MANAGED AND SYSTEM-MANAGED DATABASE TABLES | September 2022 | May 2024 | Allow | 20 | 1 | 0 | No | No |
| 17937424 | SHARD MANAGEMENT FOR SCALING DATABASE TABLES | September 2022 | May 2024 | Allow | 20 | 1 | 0 | No | No |
| 17954702 | Systems and Methods for Database Management Using Append-Only Storage Devices | September 2022 | October 2023 | Allow | 13 | 2 | 0 | No | No |
| 17821843 | AUTOMATIC INSIGHTS FOR MULTI-DIMENSIONAL DATA | August 2022 | June 2023 | Allow | 10 | 1 | 0 | No | No |
| 17821897 | FACILITATING MOBILE DEVICE INTERACTION WITH AN ENTERPRISE DATABASE SYSTEM | August 2022 | August 2024 | Allow | 24 | 4 | 0 | Yes | No |
| 17891894 | UTILIZING REINFORCEMENT LEARNING FOR GOAL ORIENTED WEBSITE NAVIGATION | August 2022 | January 2024 | Allow | 17 | 2 | 0 | Yes | No |
| 17820288 | UTILIZING A TABLESPACE TO EXPORT TO A NATIVE DATABASE RECOVERY ENVIRONMENT | August 2022 | August 2024 | Allow | 24 | 1 | 1 | Yes | No |
| 17874157 | METHOD AND DEVICE FOR SYNCHRONIZING DATA, AND STORAGE MEDIUM | July 2022 | May 2024 | Allow | 22 | 1 | 0 | No | No |
| 17873563 | Attribute Combination Discovery for Predisposition Determination of Health Conditions | July 2022 | September 2022 | Allow | 2 | 0 | 0 | No | No |
| 17870511 | Personalized Recency and Time-Aware System | July 2022 | November 2024 | Allow | 28 | 2 | 0 | Yes | Yes |
| 17813421 | SYSTEMS AND USER INTERFACES FOR DYNAMIC AND INTERACTIVE TABLE GENERATION AND EDITING BASED ON AUTOMATIC TRAVERSAL OF COMPLEX DATA STRUCTURES AND INCORPORATION OF METADATA MAPPED TO THE COMPLEX DATA STRUCTURES | July 2022 | July 2024 | Allow | 24 | 1 | 0 | No | No |
| 17867164 | AUTOMATED DATABASE OPERATION CLASSIFICATION USING ARTIFICIAL INTELLIGENCE TECHNIQUES | July 2022 | January 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17863276 | SYSTEM, METHOD, AND COMPUTER PROGRAM FOR A CONTEXT-BASED DATA-DRIVEN CLASSIFIER | July 2022 | March 2024 | Allow | 20 | 2 | 0 | No | No |
| 17812028 | PROVIDING ENERGY EFFICIENT DYNAMIC REDUNDANCY ELIMINATION FOR STORED DATA | July 2022 | January 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17861144 | Method and System for Facilitating Keyword-Based Searching in Images | July 2022 | March 2024 | Allow | 20 | 1 | 1 | No | No |
| 17789895 | INFORMATION SHARING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | June 2022 | January 2024 | Allow | 19 | 1 | 0 | No | No |
| 17849503 | ENABLING COMMUNICATION BETWEEN MULTIPLE DATABASES HAVING DISPARATE INDICES | June 2022 | December 2023 | Allow | 18 | 0 | 0 | No | No |
| 17807748 | GENERATING A BUSINESS OBJECT | June 2022 | September 2023 | Allow | 15 | 1 | 0 | Yes | No |
| 17843922 | SYSTEM AND METHOD FOR UNIFYING FEATURE VECTORS IN A KNOWLEDGE GRAPH | June 2022 | August 2023 | Allow | 14 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner WOO, ISAAC M.
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, 64.3% 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.
⚠ Appeals to PTAB face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner WOO, ISAAC M works in Art Unit 2163 and has examined 550 patent applications in our dataset. With an allowance rate of 94.7%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 24 months.
Examiner WOO, ISAAC M's allowance rate of 94.7% places them in the 85% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by WOO, ISAAC M receive 1.24 office actions before reaching final disposition. This places the examiner in the 22% percentile for office actions issued. This examiner issues significantly fewer office actions than most examiners.
The median time to disposition (half-life) for applications examined by WOO, ISAAC M is 24 months. This places the examiner in the 70% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +6.3% benefit to allowance rate for applications examined by WOO, ISAAC M. This interview benefit is in the 34% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 38.8% of applications are subsequently allowed. This success rate is in the 86% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.
This examiner enters after-final amendments leading to allowance in 45.2% of cases where such amendments are filed. This entry rate is in the 63% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.
When applicants request a pre-appeal conference (PAC) with this examiner, 125.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 82% 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 92.9% of appeals filed. This is in the 83% percentile among all examiners. Of these withdrawals, 61.5% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.
When applicants file petitions regarding this examiner's actions, 31.7% are granted (fully or in part). This grant rate is in the 24% 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 10% 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 2.3% of allowed cases (in the 67% percentile). This examiner issues Quayle actions more often than average when claims are allowable but formal matters remain (MPEP § 714.14).
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.