Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18984675 | MEDIA PRODUCTION SYSTEM AND METHOD FOR ASSOCIATING MEDIA FILE VERSIONS | December 2024 | March 2026 | Allow | 15 | 1 | 0 | No | No |
| 18824014 | CONTROL LEVEL TAGGING METHOD AND SYSTEM | September 2024 | December 2025 | Allow | 15 | 2 | 0 | Yes | No |
| 18786349 | DYNAMIC THREADING AND ADAPTIVE PARTITIONING BASED PARALLEL COMPRESSION AND RANDOM-ACCESS POINT SPECIFICATION BASED PARALLEL DECOMPRESSION | July 2024 | February 2026 | Allow | 18 | 2 | 0 | Yes | No |
| 18769063 | LOCK CONTROLLER AND METHOD TO IMPLEMENT BUFFER LOCK UTILIZING REMOTE DIRECT MEMORY ACCESS | July 2024 | February 2026 | Allow | 19 | 2 | 0 | Yes | No |
| 18587613 | SYSTEMS AND METHODS FOR A MACHINE LEARNING FRAMEWORK | February 2024 | September 2025 | Allow | 19 | 2 | 0 | Yes | No |
| 18583335 | COMPACTION METHOD AND DEVICE FOR SORTED STRINGS TABLE FILES | February 2024 | January 2026 | Allow | 23 | 2 | 0 | Yes | No |
| 18439866 | PREVENTING DATA LOSS IN EVENT DRIVEN CONTINUOUS AVAILABILITY SYSTEMS | February 2024 | June 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18501821 | CODE POINT SKIPPING WITH VARIABLE-WIDTH ENCODING FOR DATA ANALYTICS SYSTEM | November 2023 | March 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18330581 | METHODS AND APPARATUS FOR A DISTRIBUTED DATABASE WITHIN A NETWORK | June 2023 | August 2025 | Allow | 26 | 1 | 0 | No | No |
| 18130882 | MANAGING SEARCH REQUESTS | April 2023 | May 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18172315 | SYSTEM AND METHOD OF UNDOING DATA BASED ON DATA FLOW MANAGEMENT | February 2023 | October 2025 | Allow | 32 | 2 | 0 | Yes | No |
| 17968364 | DENSITY-BASED DYNAMIC GEOHASH | October 2022 | June 2024 | Abandon | 20 | 1 | 0 | No | No |
| 17957422 | ATTRIBUTE BASED ASSET DISCOVERY FOR INTELLIGENT PROTECTION | September 2022 | August 2025 | Allow | 34 | 3 | 0 | Yes | No |
| 17943900 | SYSTEMS AND METHODS FOR RISK FACTOR PREDICTIVE MODELING WITH DOCUMENT SUMMARIZATION | September 2022 | August 2025 | Allow | 35 | 2 | 0 | Yes | No |
| 17817449 | METHOD FOR DETERMINING PRE-TRAINING MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM | August 2022 | February 2026 | Abandon | 42 | 1 | 0 | No | No |
| 17879717 | SHARED ITEM FILE RETENTION | August 2022 | July 2025 | Allow | 60 | 2 | 0 | Yes | No |
| 17816583 | GENERATING ACCOUNT CONFIGURATIONS USING CONFIGURATION BUNDLES | August 2022 | May 2025 | Allow | 34 | 3 | 0 | Yes | No |
| 17870110 | Assisting Users with Efficient Information Sharing among Social Connections | July 2022 | June 2025 | Abandon | 35 | 3 | 0 | Yes | No |
| 17813218 | METHOD AND APPARATUS TO VERIFY FILE METADATA IN A DEDUPLICATION FILESYSTEM | July 2022 | October 2025 | Allow | 39 | 4 | 0 | Yes | No |
| 17827792 | Image Search in Walkthrough Videos | May 2022 | April 2023 | Allow | 11 | 1 | 0 | No | No |
| 17663660 | METHOD AND APPARATUS TO DISTRIBUTE MEDIA CONTENT | May 2022 | December 2023 | Abandon | 19 | 2 | 0 | No | No |
| 17733418 | System and Method for Eliminating Full Rescan Synchronizations on Service Restarts | April 2022 | January 2025 | Allow | 33 | 2 | 0 | Yes | No |
| 17701936 | Task-Centric User Interfaces For Searching And Managing Search Results, And Software Therefor | March 2022 | June 2024 | Abandon | 26 | 2 | 0 | Yes | No |
| 17654296 | SELECTING PARTITIONS FOR RECLUSTERING BASED ON DISTRIBUTION OF OVERLAPPING PARTITIONS | March 2022 | September 2022 | Allow | 6 | 1 | 0 | No | No |
| 17677701 | ON-DEMAND VIRTUAL STORAGE ACCESS METHOD ANALYTICS | February 2022 | March 2025 | Allow | 37 | 3 | 0 | Yes | No |
| 17588611 | SYSTEMS AND METHODS FOR PROVIDING TIMELY AND RELEVANT SOCIAL MEDIA UPDATES FOR A PERSON OF INTEREST IN A MEDIA ASSET WHO IS UNKNOWN SIMULTANEOUSLY WITH THE MEDIA ASSET | January 2022 | October 2023 | Allow | 20 | 2 | 0 | No | No |
| 17649157 | INTELLIGENT QUERY AUTO-COMPLETION SYSTEMS AND METHODS | January 2022 | December 2025 | Abandon | 47 | 4 | 0 | Yes | No |
| 17581511 | SYSTEM AND METHOD FOR CREATING AND MANAGING ACTIONABLE DATA | January 2022 | December 2023 | Abandon | 22 | 1 | 0 | No | No |
| 17581496 | SYSTEM AND METHOD FOR IDENTIFYING AND EXTRACTING INFORMATION | January 2022 | December 2023 | Abandon | 22 | 1 | 0 | No | No |
| 17457392 | METADATA-BASED RECOVERY CLASSIFICATION MANAGEMENT | December 2021 | October 2023 | Allow | 23 | 1 | 0 | No | No |
| 17540995 | PREVENTING DATA LOSS IN EVENT DRIVEN CONTINUOUS AVAILABILITY SYSTEMS | December 2021 | October 2023 | Allow | 23 | 1 | 0 | No | No |
| 17533491 | RE-ORDERING FILES BY KEYWORD FOR MIGRATION | November 2021 | July 2025 | Allow | 44 | 4 | 0 | Yes | No |
| 17522447 | INTELLIGENT MACHINE LEARNING CONTENT SELECTION PLATFORM | November 2021 | May 2024 | Abandon | 30 | 2 | 0 | No | No |
| 17511064 | INCREMENTAL RECLUSTERING OF DATABASE TABLES USING RECLUSTERING-COUNT LEVELS | October 2021 | April 2022 | Allow | 6 | 1 | 0 | No | No |
| 17593013 | CURATING AND GRAPHICALLY PRESENTING UNSTRUCTURED DATA BASED ON ANALYTICS | September 2021 | June 2025 | Allow | 45 | 4 | 0 | Yes | No |
| 17312063 | A System, Method and Data Structure for Allowing Users to Electronically Post Comments | June 2021 | May 2024 | Abandon | 35 | 1 | 0 | No | No |
| 17337880 | QUERY USAGE BASED ORGANIZATION FOR VERY LARGE DATABASES | June 2021 | December 2024 | Abandon | 42 | 3 | 0 | Yes | No |
| 17299736 | System And Method For Augmenting Database Applications With Blockchain Technology | June 2021 | May 2024 | Abandon | 35 | 1 | 0 | No | No |
| 17332978 | AUTOMATIC DRIFT DETECTION AND HANDLING | May 2021 | March 2023 | Allow | 22 | 1 | 0 | No | No |
| 17244748 | DEFERRED SYNCHRONIZATION FOR WORK UNIT-RELATED DATA | April 2021 | August 2025 | Allow | 52 | 4 | 0 | Yes | No |
| 17243795 | INCREMENTAL RECLUSTERING BASED ON LOCAL MAXIMA OF PARTITION OVERLAP | April 2021 | January 2022 | Allow | 9 | 2 | 0 | Yes | No |
| 17234944 | STORAGE-DEFERRED COPYING BETWEEN DIFFERENT FILE SYSTEMS | April 2021 | May 2025 | Abandon | 49 | 4 | 0 | Yes | No |
| 17234033 | METHODS FOR IDENTIFYING PRODUCT VARIANTS | April 2021 | July 2024 | Allow | 39 | 3 | 0 | Yes | No |
| 17285692 | MEDIA PRODUCTION SYSTEM AND METHOD FOR ASSOCIATING MEDIA FILE VERSIONS | April 2021 | July 2024 | Allow | 40 | 4 | 0 | No | No |
| 17231640 | DELETING SNAPSHOTS VIA COMPARING FILES AND DELETING COMMON EXTENTS | April 2021 | November 2024 | Abandon | 43 | 3 | 0 | Yes | No |
| 17216270 | Distributed Data Access Control and Data Storage Method, Metadata Server, and Client | March 2021 | July 2025 | Allow | 51 | 5 | 0 | Yes | No |
| 17209743 | FILE DIRECTORY TRAVERSAL METHOD, APPARATUS, DEVICE, AND MEDIUM | March 2021 | July 2023 | Allow | 28 | 2 | 0 | No | No |
| 17249796 | RECLUSTERING OF DATABASE TABLES BASED ON PEAKS AND WIDTHS | March 2021 | August 2021 | Allow | 5 | 1 | 0 | No | No |
| 17133053 | IGNORE OBJECTS FROM SYNCHRONIZING TO CONTENT MANAGEMENT SYSTEM | December 2020 | February 2025 | Allow | 50 | 4 | 0 | Yes | No |
| 17096826 | Identifying Video Content via Fingerprint Matching | November 2020 | October 2023 | Allow | 35 | 1 | 0 | No | No |
| 17082925 | EFFICIENT METHOD TO IDENTIFY CHANGED OBJECTS FOR LARGE SCALE FILE SYSTEM BACKUP | October 2020 | May 2025 | Abandon | 54 | 6 | 0 | Yes | No |
| 17079234 | Generating Audit Record Data Files For A Transaction In A Storage Network | October 2020 | August 2023 | Allow | 34 | 3 | 0 | Yes | No |
| 17016146 | Image Search in Walkthrough Videos | September 2020 | April 2022 | Allow | 19 | 1 | 0 | No | No |
| 17008473 | SYSTEM AND METHOD FOR ADAPTIVE RANKING OF PLURALITY OF VIDEO SEGMENTS | August 2020 | December 2022 | Abandon | 27 | 1 | 0 | No | No |
| 16997977 | SYSTEMS AND METHODS FOR COLLECTING, ANALYZING, BILLING, AND REPORTING DATA FROM INTELLIGENT ELECTRONIC DEVICES | August 2020 | May 2024 | Allow | 45 | 4 | 0 | Yes | No |
| 16941215 | RECLUSTERING OF DATABASE TABLES BASED ON PEAKS AND WIDTHS | July 2020 | November 2020 | Allow | 4 | 1 | 0 | No | No |
| 16938586 | FACILITATING EXCLUSIVE LOCAL LOCKS ON A DISTRIBUTED FILE SYSTEM | July 2020 | February 2023 | Allow | 31 | 2 | 0 | Yes | No |
| 16918591 | RECLUSTERING OF DATABASE TABLES USING LEVEL INFORMATION | July 2020 | November 2020 | Allow | 5 | 1 | 0 | Yes | No |
| 16909170 | Keeping Object Access on a File Store Consistent With Other File Protocols | June 2020 | January 2024 | Abandon | 42 | 4 | 0 | Yes | No |
| 16907616 | METHODS AND APPARATUS FOR A DISTRIBUTED DATABASE WITHIN A NETWORK | June 2020 | March 2023 | Allow | 33 | 1 | 0 | Yes | No |
| 16826545 | COMPUTERIZED SYSTEM AND METHOD FOR APPLYING TRANSFER LEARNING FOR GENERATING A MULTI-VARIABLE BASED UNIFIED RECOMMENDATION | March 2020 | January 2025 | Allow | 58 | 5 | 0 | Yes | No |
| 16647875 | SYSTEM FOR CONTENT ARCHIVING AND MANAGEMENT WITH CODE READERS | March 2020 | January 2026 | Abandon | 60 | 4 | 0 | No | Yes |
| 16802010 | SYSTEM AND METHOD TO MEASURE EFFECTIVENESS AND CONSUMPTION OF EDITORIAL CONTENT | February 2020 | March 2025 | Allow | 60 | 5 | 0 | Yes | No |
| 16788793 | Creating Real-Time Association Interaction Throughout Digital Media | February 2020 | November 2023 | Abandon | 45 | 4 | 0 | Yes | No |
| 16730651 | Automatically Defining Arrival Rate Meters | December 2019 | November 2022 | Allow | 34 | 2 | 0 | No | No |
| 16716989 | INCREMENTAL CLUSTERING OF DATABASE TABLES | December 2019 | August 2020 | Allow | 8 | 2 | 0 | No | No |
| 16713663 | SYSTEM FOR PERFORMING DATA TRANSFORMATIONS USING A SET OF INDEPENDENT SOFTWARE COMPONENTS | December 2019 | January 2026 | Allow | 60 | 8 | 0 | Yes | No |
| 16702346 | Managing Dependent Delete Operations among Data Stores | December 2019 | September 2022 | Allow | 34 | 3 | 0 | Yes | No |
| 16663226 | ESTIMATING DISTINCT VALUES FOR DATABASE SYSTEMS | October 2019 | March 2022 | Allow | 29 | 2 | 0 | Yes | No |
| 16583137 | DATA MANAGEMENT PLATFORM FOR MACHINE LEARNING MODELS | September 2019 | February 2025 | Abandon | 60 | 5 | 0 | Yes | No |
| 16534884 | SPLITTING TRANSACTION AND ANALYSIS QUERIES | August 2019 | May 2022 | Abandon | 33 | 2 | 0 | Yes | No |
| 16514877 | Incremental Clustering Of Database Tables | July 2019 | June 2020 | Allow | 11 | 1 | 0 | No | No |
| 16506582 | METHOD AND DEVICE FOR RETRIEVING CONTENT | July 2019 | June 2024 | Abandon | 59 | 6 | 0 | No | No |
| 16460776 | EXTRACTING KEY PHRASE CANDIDATES FROM DOCUMENTS AND PRODUCING TOPICAL AUTHORITY RANKING | July 2019 | October 2023 | Allow | 52 | 2 | 0 | No | Yes |
| 16452307 | ESTIMATING STRING INTERSECTIONS FOR DATABASE SYSTEMS | June 2019 | April 2023 | Allow | 46 | 4 | 0 | Yes | No |
| 16448076 | EDGE-COMPUTING-BASED BOTTOM-UP HIERARCHICAL ARCHITECTURE FOR DATA ADMINISTRATION IN A DIGITAL NETWORK | June 2019 | March 2023 | Allow | 45 | 2 | 0 | No | No |
| 16430646 | METHODS AND APPARATUS FOR A DISTRIBUTED DATABASE WITHIN A NETWORK | June 2019 | June 2023 | Allow | 49 | 4 | 0 | Yes | Yes |
| 16395692 | SYSTEMS AND METHODS FOR COLLECTING, ANALYZING, BILLING, AND REPORTING DATA FROM INTELLIGENT ELECTRONIC DEVICES | April 2019 | February 2025 | Allow | 60 | 5 | 0 | No | No |
| 16334777 | Method and system for searching, publishing and managing the lite cycle of multimedia contents related to public events and the user experience | March 2019 | August 2021 | Abandon | 29 | 1 | 0 | No | No |
| 16334862 | TEXT FILE BINARY SEARCH DEVICE,SEARCH METHOD, PROGRAM,AND INFORMATION RECORDING MEDIUM | March 2019 | January 2023 | Allow | 46 | 4 | 0 | Yes | No |
| 16358721 | INFORMATION PROVIDING DEVICE, INFORMATION PROVIDING METHOD, AND RECORDING MEDIUM WITH COMBINED IMAGES CORRESPONDING TO SELECTED GENRE | March 2019 | May 2022 | Allow | 37 | 2 | 0 | Yes | No |
| 16335112 | COMPUTER AND CACHE CONTROL METHOD FOR VIRTUAL DATABASE STORAGE | March 2019 | April 2022 | Abandon | 37 | 2 | 0 | No | No |
| 16291927 | SYSTEMS AND METHODS FOR A MACHINE LEARNING FRAMEWORK | March 2019 | October 2023 | Allow | 55 | 4 | 0 | Yes | No |
| 16287692 | CLIENT-SERVER MULTIMEDIA ARCHIVING SYSTEM WITH METADATA ENCAPSULATION | February 2019 | May 2021 | Allow | 26 | 1 | 0 | Yes | No |
| 16274018 | VERSIONED AND HIERARCHICAL DATA STRUCTURES AND DISTRIBUTED TRANSACTIONS | February 2019 | October 2022 | Allow | 44 | 3 | 0 | Yes | No |
| 16240631 | SELECTION OF KEYWORD PHRASES FOR PROVIDING CONTEXTUALLY RELEVANT CONTENT TO USERS | January 2019 | May 2025 | Allow | 60 | 7 | 0 | Yes | No |
| 16235551 | AUTOMATED DATABASE RECORD ACTIVATION USING PREDICTIVE MODELING OF DATABASE ACCESS | December 2018 | January 2021 | Allow | 25 | 1 | 0 | No | No |
| 16235177 | METHOD OF ASSEMBLING PARTS OF A PRODUCT | December 2018 | June 2025 | Allow | 60 | 5 | 0 | Yes | No |
| 16225327 | USING HASH COMPUTED FROM KEY TO IDENTIFY DATABASE LOCATION AT WHICH TO STORE DATA CORRESPONDING TO KEY | December 2018 | November 2024 | Abandon | 60 | 5 | 0 | Yes | No |
| 16204727 | MODIFICATION OF FOOD RECIPES BASED ON GEOGRAPHIC ORIGIN OF PRODUCE | November 2018 | September 2022 | Allow | 46 | 2 | 0 | Yes | No |
| 16194894 | CONTEXTUAL SEARCH INPUT SHARING ACROSS WEBSITES | November 2018 | April 2022 | Allow | 41 | 3 | 0 | Yes | No |
| 16194701 | COMPUTER-READABLE RECORDING MEDIUM, ESTIMATION METHOD AND ESTIMATION DEVICE | November 2018 | June 2023 | Abandon | 54 | 4 | 0 | No | No |
| 16194965 | DECISION PROGRAM, DECISION APPARATUS AND DECISION METHOD | November 2018 | April 2022 | Abandon | 41 | 2 | 0 | No | No |
| 16194158 | AUTHOR DISAMBIGUATION AND PUBLICATION ASSIGNMENT | November 2018 | January 2022 | Abandon | 38 | 2 | 0 | Yes | No |
| 16193255 | COGNITIVE CLASSIFICATION-BASED TECHNICAL SUPPORT SYSTEM | November 2018 | February 2022 | Allow | 39 | 2 | 0 | Yes | No |
| 16302365 | SYSTEM AND METHOD FOR IMAGERY MNEMONIC CREATION | November 2018 | June 2021 | Abandon | 31 | 2 | 0 | No | No |
| 16193106 | SELF-EVOLVING KNOWLEDGE GRAPH | November 2018 | October 2022 | Allow | 47 | 4 | 0 | Yes | No |
| 16121251 | SYSTEM AND METHOD FOR ADAPTIVE INFORMATION STORAGE MANAGEMENT | September 2018 | October 2020 | Allow | 26 | 1 | 0 | No | No |
| 16121362 | TECHNOLOGIES FOR RUNTIME SELECTION OF QUERY EXECUTION ENGINES | September 2018 | September 2024 | Allow | 60 | 4 | 0 | Yes | Yes |
| 16121390 | DETERMINING ANSWERS TO COMPARATIVE QUESTIONS | September 2018 | November 2020 | Allow | 26 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SOMERS, MARC S.
With a 19.1% reversal rate, the PTAB affirms the examiner's rejections in the vast majority 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, 11.9% 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 SOMERS, MARC S works in Art Unit 2159 and has examined 541 patent applications in our dataset. With an allowance rate of 66.2%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 43 months.
Examiner SOMERS, MARC S's allowance rate of 66.2% places them in the 27% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by SOMERS, MARC S receive 3.35 office actions before reaching final disposition. This places the examiner in the 92% 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 SOMERS, MARC S is 43 months. This places the examiner in the 16% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +33.9% benefit to allowance rate for applications examined by SOMERS, MARC S. This interview benefit is in the 82% 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, 18.8% 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 20.6% of cases where such amendments are filed. This entry rate is in the 26% 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, 33.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 33% 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 37.3% of appeals filed. This is in the 6% percentile among all examiners. Of these withdrawals, 28.6% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner rarely withdraws rejections during the appeal process compared to other examiners. If you file an appeal, be prepared to fully prosecute it to a PTAB decision. Per MPEP § 1207, the examiner will prepare an Examiner's Answer maintaining the rejections.
When applicants file petitions regarding this examiner's actions, 42.2% are granted (fully or in part). This grant rate is in the 34% 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 5.0% of allowed cases (in the 86% 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 2.8% of allowed cases (in the 73% 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.