Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18989941 | Graphically Representing Related Record Families Using a Phantom Parent Node | December 2024 | February 2026 | Allow | 13 | 1 | 0 | Yes | No |
| 18604803 | IDENTIFYING AND GRAPHICALLY REPRESENTING MULTIPLE PARENT NODES OF A CHILD NODE | March 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18599651 | SYSTEMS AND METHODS FOR TRACKING DOCUMENT REUSE AND AUTOMATICALLY UPDATING DOCUMENT FRAGMENTS ACROSS ONE OR MORE PLATFORMS | March 2024 | November 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18520956 | IDENTIFICATION OF CONTENT GAPS BASED ON RELATIVE USER-SELECTION RATES BETWEEN MULTIPLE DISCRETE CONTENT SOURCES | November 2023 | October 2025 | Abandon | 23 | 1 | 0 | Yes | No |
| 18376635 | METHOD AND SYSTEM FOR FACILITATING TRANSFORMING A GRAPH INTO A VECTOR | October 2023 | October 2025 | Abandon | 24 | 1 | 0 | No | No |
| 18479646 | METHOD AND SYSTEM FOR GENERATING LONGFORM TECHNICAL QUESTION AND ANSWER DATASET | October 2023 | February 2026 | Allow | 28 | 3 | 0 | Yes | No |
| 18375122 | SELF-DISCOVERY AND CONSTRUCTION OF TYPE-SENSITIVE COLUMNAR FORMATS ON TYPE-AGNOSTIC STORAGE SERVERS TO ACCELERATE OFFLOADED QUERIES | September 2023 | November 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18549239 | Graph Transformation Method, Apparatus and System of Function Block Chain | September 2023 | April 2025 | Abandon | 19 | 1 | 0 | No | No |
| 18460483 | Graphically Representing Related Record Families Using a Phantom Parent Node | September 2023 | September 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18313869 | DATA AUGMENTATION METHOD AND APPARATUS, COMPUTING DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | May 2023 | August 2025 | Abandon | 28 | 2 | 0 | No | No |
| 18309045 | SUB-TRACK GRANULARITY FOR PRESERVING POINT-IN-TIME DATA | April 2023 | July 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18308337 | MIRRORING OBJECTS BETWEEN DIFFERENT CLOUD PROVIDERS WITH DIFFERENT DATA LAYOUT REQUIREMENTS | April 2023 | May 2025 | Allow | 24 | 2 | 0 | Yes | No |
| 18123542 | METHODS, SYSTEMS, AND MEDIA FOR MODIFYING SEARCH RESULTS BASED ON SEARCH QUERY RISK | March 2023 | September 2025 | Allow | 30 | 3 | 0 | Yes | No |
| 17994229 | ELECTRONIC DEVICE FOR RECOVERING DATABASE AND METHOD OF OPERATING THE SAME | November 2022 | March 2025 | Allow | 38 | 3 | 0 | Yes | No |
| 17998767 | File Sharing Method and Terminal Device | November 2022 | March 2025 | Abandon | 28 | 2 | 0 | Yes | No |
| 17995804 | METHODS AND SYSTEMS FOR GENERATING LOGICAL QUERIES | October 2022 | March 2025 | Allow | 29 | 2 | 0 | Yes | No |
| 17951241 | ASSESSING THE EFFECTIVENESS OF AN ARCHIVAL JOB | September 2022 | June 2025 | Allow | 33 | 5 | 0 | Yes | No |
| 17903408 | SYSTEM FOR VERIFYING DRIVER BIOMETRIC INFORMATION AND VEHICLE INFORMATION TO SATISFY CITATION | September 2022 | November 2024 | Allow | 26 | 2 | 0 | Yes | No |
| 17799538 | USER INTERFACES FOR REFINING VIDEO GROUP PACKAGES | August 2022 | August 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17843600 | PEER-TO-PEER DELTA IMAGE DISPATCH SYSTEM | June 2022 | June 2023 | Allow | 12 | 2 | 0 | Yes | No |
| 17728768 | ELASTIC IN-MEMORY DATABASE PROVISIONING ON DATABASE-AS-A-SERVICE | April 2022 | September 2023 | Allow | 17 | 3 | 0 | Yes | No |
| 17720862 | Powering Scalable Data Warehousing with Robust Query Performance | April 2022 | September 2025 | Abandon | 42 | 6 | 0 | Yes | No |
| 17710459 | DOWN-SIZED CLUSTER PERFORMANCE MODELING FOR A TIERED DATA PROCESSING SERVICE | March 2022 | July 2025 | Allow | 40 | 3 | 0 | Yes | No |
| 17640432 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM | March 2022 | April 2024 | Abandon | 25 | 2 | 0 | Yes | No |
| 17589869 | INTELLIGENT PARITY SERVICE WITH DATABASE QUERY OPTIMIZATION | January 2022 | March 2025 | Allow | 37 | 3 | 0 | Yes | No |
| 17584925 | Method and Apparatus for Generating Multimedia File | January 2022 | January 2024 | Abandon | 23 | 2 | 0 | No | No |
| 17580791 | EXTENDING FILESYSTEM DOMAINS WITH A DOMAIN MEMBERSHIP CONDITION | January 2022 | December 2024 | Allow | 35 | 3 | 0 | Yes | No |
| 17578092 | EFFICIENT DATABASE STRUCTURED QUERY LANGUAGE EXECUTION FROM APPLICATION LAYER | January 2022 | August 2025 | Allow | 43 | 6 | 0 | Yes | No |
| 17577443 | Automatic Mount of Application Filesystem Intermediate Snapshot Creation Timepoints | January 2022 | September 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17572759 | DATABASE RECORD BIT | January 2022 | June 2025 | Allow | 41 | 4 | 0 | Yes | No |
| 17561377 | DETERMINATION OF RECOMMENDED COLUMN TYPES FOR COLUMNS IN TABULAR DATA | December 2021 | March 2025 | Abandon | 39 | 4 | 0 | Yes | No |
| 17643906 | DETECT DATA STANDARDIZATION GAPS | December 2021 | September 2025 | Allow | 45 | 5 | 0 | Yes | No |
| 17545880 | PERFORMING AUTOMATED SEMANTIC FEATURE DISCOVERY | December 2021 | June 2025 | Abandon | 42 | 5 | 0 | Yes | No |
| 17540077 | IDENTIFYING AND GRAPHICALLY REPRESENTING MULTIPLE PARENT NODES OF A CHILD NODE | December 2021 | January 2024 | Allow | 26 | 3 | 0 | Yes | No |
| 17540007 | DATA NAVIGATION USER INTERFACE | December 2021 | September 2025 | Allow | 45 | 4 | 1 | Yes | No |
| 17533839 | Graphically Representing Related Record Families Using a Phantom Parent Node | November 2021 | May 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17529914 | EVALUATING STORED QUERY RESULTS | November 2021 | February 2026 | Allow | 51 | 6 | 0 | Yes | No |
| 17519855 | SYSTEMS AND METHODS FOR DATA INDEXING WITH USER-SIDE SCRIPTING | November 2021 | March 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17508831 | VERSIONED HIERARCHICAL DATA STRUCTURES IN A DISTRIBUTED DATA STORE | October 2021 | August 2024 | Allow | 34 | 3 | 0 | Yes | No |
| 17501646 | Methods and Systems for a Heterogeneous Multi-Chain Framework | October 2021 | January 2024 | Allow | 28 | 3 | 0 | Yes | No |
| 17499901 | DATABASE-PLATFORM-AGNOSTIC PROCESSING OF NATURAL LANGUAGE QUERIES | October 2021 | June 2024 | Abandon | 32 | 2 | 0 | No | No |
| 17491125 | DATABASE QUERY DISTRIBUTION | September 2021 | October 2025 | Allow | 48 | 6 | 0 | Yes | No |
| 17489792 | VEHICLE DATA COLLECTION SYSTEM AND METHOD INCLUDING RELIABILITY INFORMATION FOR A STORAGE UNIT FOR STORING PARTIAL LOG DATA | September 2021 | November 2025 | Allow | 50 | 4 | 0 | Yes | Yes |
| 17489501 | MODELING INDIVIDUAL INTERFACES FOR EXECUTING INTERFACE QUERIES OVER MULTIPLE INTERFACES | September 2021 | August 2025 | Allow | 47 | 4 | 0 | Yes | No |
| 17484754 | CLOUD APPLICATION MANAGEMENT USING INSTANCE METADATA | September 2021 | July 2024 | Allow | 34 | 3 | 0 | Yes | No |
| 17483358 | IMAGE BASED TARGET ANALYSIS | September 2021 | June 2023 | Abandon | 20 | 2 | 0 | No | No |
| 17482050 | METHOD FOR CREATING VIEW-BASED REPRESENTATIONS FROM MULTIMEDIA COLLECTIONS | September 2021 | December 2025 | Abandon | 51 | 5 | 0 | No | No |
| 17475601 | SHARED CACHE FOR MULTIPLE INDEX SERVICES IN NONRELATIONAL DATABASES | September 2021 | April 2024 | Allow | 31 | 3 | 0 | Yes | No |
| 17474812 | Anomaly Detection | September 2021 | December 2022 | Allow | 15 | 1 | 0 | No | No |
| 17470477 | FLAP DETECTION IN A COMPUTER SYSTEM | September 2021 | June 2024 | Allow | 33 | 3 | 0 | Yes | No |
| 17470422 | DATABASE QUERY SPLITTING | September 2021 | July 2024 | Allow | 34 | 4 | 0 | Yes | No |
| 17399520 | COMPUTERIZED SYSTEM AND METHOD FOR OPTIMIZING QUERIES IN A TEMPLATED VIRTUAL SEMANTIC LAYER | August 2021 | November 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17391824 | COMPARING DATASETS USING HASH VALUES OVER A SUBSET OF FIELDS | August 2021 | August 2025 | Allow | 49 | 5 | 0 | Yes | No |
| 17373344 | PERFORMING INTELLIGENT AFFINITY-BASED FIELD UPDATES | July 2021 | May 2025 | Abandon | 47 | 6 | 0 | Yes | No |
| 17368828 | Using Semantic Models Determined based on Data Source and Context in a Natural Language Interface for Visual Data Analysis | July 2021 | April 2024 | Allow | 33 | 2 | 0 | Yes | No |
| 17365963 | QUERY-BASED ROUTING OF DATABASE REQUESTS | July 2021 | June 2023 | Abandon | 24 | 1 | 0 | No | No |
| 17365790 | DATA MANAGEMENT | July 2021 | June 2024 | Abandon | 35 | 2 | 0 | No | No |
| 17346243 | SYSTEM TO ASSIST USERS OF A SOFTWARE APPLICATION | June 2021 | May 2023 | Abandon | 23 | 5 | 0 | Yes | No |
| 17331454 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM FOR OBTAINING ANNOTATED TRAINING DATA | May 2021 | September 2024 | Allow | 40 | 3 | 0 | Yes | No |
| 17326992 | DISPLAY MOUNT INTERFACESMANAGING ACCESS TO FILE-BASED DATABASE | May 2021 | May 2023 | Abandon | 23 | 2 | 0 | No | No |
| 17319133 | BUILDING A FILE SYSTEM FOR MULTIPLE ARCHITECTURES | May 2021 | September 2023 | Allow | 28 | 2 | 0 | Yes | No |
| 17245930 | SYSTEM AND METHOD FOR PERFORMING CONTEXT AWARE OPERATING FILE SYSTEM VIRTUALIZATION | April 2021 | March 2026 | Allow | 58 | 7 | 0 | Yes | No |
| 17243209 | ROUTING DATA BETWEEN PROCESSING PIPELINES VIA A USER DEFINED DATA STREAM | April 2021 | September 2023 | Abandon | 29 | 2 | 0 | Yes | No |
| 17227103 | Computing Networks and Systems for Tracking Data | April 2021 | November 2023 | Allow | 31 | 3 | 0 | Yes | No |
| 17214476 | VIDEO NAVIGATION NORMALIZED BY RELEVANCE | March 2021 | May 2023 | Allow | 26 | 3 | 0 | Yes | No |
| 17156261 | FAST AND EFFICIENT STORAGE SYSTEM IMPLEMENTED WITH MULTIPLE CLOUD SERVICES | January 2021 | September 2023 | Allow | 32 | 3 | 0 | No | No |
| 17144363 | DEVICE AND METHOD FOR PROGRESSIVE TOP-K SUBARRAY QUERY PROCESSING IN ARRAY DATABASES | January 2021 | March 2023 | Allow | 26 | 3 | 0 | Yes | No |
| 17144110 | COMMUNICATING FINE-GRAINED APPLICATION DATABASE ACCESS TO A THIRD-PARTY AGENT | January 2021 | December 2024 | Allow | 47 | 2 | 0 | Yes | Yes |
| 17132894 | INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUM | December 2020 | May 2024 | Abandon | 41 | 2 | 0 | Yes | No |
| 17126248 | APPLICATION LEVEL SD CARD SPACE MANAGEMENT | December 2020 | April 2023 | Allow | 28 | 4 | 0 | Yes | No |
| 17127712 | PREDICTING FUTURE QUIET PERIODS FOR MATERIALIZED VIEWS | December 2020 | January 2024 | Allow | 37 | 4 | 0 | Yes | No |
| 17122954 | IDENTIFICATION OF CONTENT GAPS BASED ON RELATIVE USER-SELECTION RATES BETWEEN MULTIPLE DISCRETE CONTENT SOURCES | December 2020 | August 2023 | Allow | 32 | 3 | 0 | Yes | No |
| 17121367 | ACCESS PATH FOR DATABASE OPTIMIZER | December 2020 | May 2024 | Allow | 41 | 6 | 0 | Yes | No |
| 17111017 | METHOD, SYSTEM, AND COMPUTER PROGRAM PRODUCT FOR GENERATING MAP UPDATE DATA USING SUBTREE DATA STRUCTURES | December 2020 | September 2023 | Abandon | 34 | 1 | 0 | No | No |
| 17104745 | ENHANCED IMAGE SEARCH VIA CONTROLLABLE ATTRIBUTES | November 2020 | January 2023 | Allow | 26 | 1 | 0 | Yes | No |
| 17055247 | METHODS, SYSTEMS, AND MEDIA FOR MODIFYING SEARCH RESULTS BASED ON SEARCH QUERY RISK | November 2020 | November 2022 | Allow | 24 | 3 | 0 | Yes | No |
| 17071861 | Use of Multi-Faceted Trust Scores for Decision Making, Action Triggering, and Data Analysis and Interpretation | October 2020 | December 2023 | Allow | 38 | 3 | 0 | Yes | No |
| 16948119 | CAMERA INPUT AS AN AUTOMATED FILTER MECHANISM FOR VIDEO SEARCH | September 2020 | September 2023 | Abandon | 36 | 4 | 0 | Yes | No |
| 16989153 | SOURCE IDENTIFYING FORENSICS SYSTEM, DEVICE, AND METHOD FOR MULTIMEDIA FILES | August 2020 | June 2023 | Allow | 34 | 3 | 0 | Yes | No |
| 16943257 | METHOD, APPARATUS AND STORAGE MEDIUM FOR IMPLEMENTING A DISCRETE FRAME-BASED SCENE SECTION | July 2020 | March 2023 | Allow | 31 | 3 | 0 | Yes | No |
| 16899655 | SEARCH CAPACITY FOR LOCAL AND/OR REMOTE DOCKER SUB-SYSTEMS | June 2020 | June 2023 | Abandon | 36 | 4 | 0 | No | No |
| 16767953 | SEARCH SYSTEM, OPERATION METHOD OF TERMINAL APPARATUS, AND PROGRAM | May 2020 | May 2023 | Abandon | 35 | 4 | 0 | Yes | No |
| 16880298 | ASYNCHRONOUS HOST FILE SYSTEM BASED DATA REPLICATION | May 2020 | June 2023 | Abandon | 37 | 4 | 0 | Yes | No |
| 16868608 | SYSTEM FOR OBJECT IDENTIFICATION | May 2020 | August 2022 | Allow | 27 | 2 | 0 | Yes | No |
| 16867691 | Methods and Systems for a Heterogeneous Multi-Chain Framework | May 2020 | August 2021 | Allow | 19 | 2 | 0 | Yes | No |
| 16830465 | SYSTEMS AND METHODS FOR STRUCTURAL DATA ANALYSIS | March 2020 | February 2023 | Abandon | 35 | 3 | 0 | Yes | No |
| 16831376 | METHOD, DEVICE AND COMPUTER PROGRAM PRODUCT FOR MANAGING INDEX TABLES | March 2020 | March 2023 | Allow | 36 | 4 | 0 | Yes | No |
| 16823786 | SYSTEMS AND METHODS FOR DATABASE GEOCODING | March 2020 | January 2023 | Allow | 34 | 3 | 0 | Yes | No |
| 16643056 | Improved Anomaly Detection | February 2020 | July 2021 | Allow | 17 | 2 | 0 | Yes | No |
| 16794572 | COMMUNICATING SHUFFLED MEDIA CONTENT | February 2020 | October 2024 | Abandon | 56 | 6 | 0 | Yes | No |
| 16700131 | ADDING REPLICAS TO A MULTI-LEADER REPLICA GROUP FOR A DATA SET | December 2019 | February 2023 | Allow | 38 | 4 | 0 | Yes | No |
| 16582873 | TECHNIQUES AND DEVICES FOR CLOUD MEMORY SIZING | September 2019 | April 2023 | Abandon | 42 | 3 | 0 | Yes | No |
| 16562813 | METHOD AND APPARATUS TO MORE QUICKLY CLASSIFY ADDITIONAL TEXT ENTRIES | September 2019 | August 2021 | Allow | 24 | 3 | 0 | Yes | No |
| 16556815 | DATABASE ENVIRONMENTS FOR GUEST LANGUAGES | August 2019 | March 2025 | Abandon | 60 | 8 | 0 | Yes | No |
| 16553305 | CONTEXT-BASED IMAGE TAG TRANSLATION | August 2019 | July 2023 | Allow | 47 | 2 | 0 | Yes | No |
| 16537491 | SYSTEM, METHOD, AND COMPUTER PROGRAM FOR COLLECTING DATA FOR MARKETPLACE PRESENTATION | August 2019 | February 2024 | Allow | 54 | 5 | 0 | Yes | Yes |
| 16531125 | INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM | August 2019 | March 2023 | Abandon | 44 | 2 | 0 | No | No |
| 16511485 | FEDERATED DATA MANAGEMENT BETWEEN PARTNER SYSTEMS | July 2019 | September 2023 | Allow | 50 | 4 | 0 | Yes | No |
| 16299484 | OPTIMISTIC DATA FETCHING AND RENDERING | March 2019 | January 2023 | Allow | 46 | 2 | 0 | Yes | No |
| 16294658 | PEER-TO-PEER DELTA IMAGE DISPATCH SYSTEM | March 2019 | April 2022 | Allow | 37 | 2 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner SHAH, VAISHALI.
With a 33.3% 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, 28.6% 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 SHAH, VAISHALI works in Art Unit 2156 and has examined 116 patent applications in our dataset. With an allowance rate of 69.8%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 41 months.
Examiner SHAH, VAISHALI's allowance rate of 69.8% places them in the 32% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by SHAH, VAISHALI receive 3.61 office actions before reaching final disposition. This places the examiner in the 95% 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 SHAH, VAISHALI is 41 months. This places the examiner in the 21% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +59.2% benefit to allowance rate for applications examined by SHAH, VAISHALI. This interview benefit is in the 96% 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, 23.9% of applications are subsequently allowed. This success rate is in the 34% 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 6.3% of cases where such amendments are filed. This entry rate is in the 6% 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, 80.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 62% 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 60.0% of appeals filed. This is in the 35% percentile among all examiners. Of these withdrawals, 55.6% 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, 76.9% are granted (fully or in part). This grant rate is in the 82% 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 0.0% of allowed cases (in the 11% 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 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.