Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19187093 | OFFLINE PROCESSING OF ADAPTIVE NAMESPACE VERIFICATION FOR CLUSTER FILESYSTEMS | April 2025 | January 2026 | Allow | 9 | 0 | 0 | No | No |
| 19084647 | DIGITAL ASSISTANT INTELLIGENCE ENGINE | March 2025 | January 2026 | Allow | 10 | 3 | 0 | Yes | No |
| 19080680 | ENABLING REAL-TIME INTEGRATION OF UP-TO-DATE SILOED DATA | March 2025 | January 2026 | Allow | 11 | 0 | 0 | No | No |
| 18821577 | Cloud-Based Metadata Management For On-Premise Storage Systems | August 2024 | March 2026 | Allow | 19 | 2 | 0 | Yes | No |
| 18731733 | INTERACTIVE GEOGRAPHICAL MAP | June 2024 | November 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18669468 | PARALLEL SEARCH RESULT PIPELINE EVALUATIONS | May 2024 | January 2026 | Allow | 19 | 1 | 0 | Yes | No |
| 18648272 | Duplication Elimination In Depth Based Searches For Distributed Systems | April 2024 | March 2026 | Allow | 22 | 1 | 0 | Yes | No |
| 18630749 | Modular Execution and Management of Extract, Transform, Load (ETL) Processes | April 2024 | December 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18597452 | ENTERPRISE INFORMATION ITEM LOCATION AND MANAGEMENT SYSTEMS | March 2024 | March 2026 | Allow | 24 | 2 | 0 | Yes | No |
| 18424504 | Tag-Based Enforcement Of Object Storage Policies Across Tenants Of An Object Storage System | January 2024 | March 2026 | Allow | 25 | 2 | 1 | Yes | No |
| 18407562 | Protective Distributed Database Service | January 2024 | October 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18401819 | Selecting Storage Targets in a Distributed Storage System | January 2024 | September 2025 | Abandon | 20 | 2 | 0 | Yes | No |
| 18392558 | PARTITIONING DATA IN A VERSIONED DATABASE | December 2023 | March 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18392237 | REPLICATING DATA IN A VERSIONED DATABASE | December 2023 | June 2025 | Allow | 18 | 2 | 0 | No | No |
| 18390739 | WRITING GRAPH DATA | December 2023 | August 2024 | Allow | 8 | 0 | 0 | No | No |
| 18571855 | MACHINING SYSTEM, SEARCH METHOD, AND SEARCH PROGRAM | December 2023 | January 2026 | Allow | 25 | 3 | 0 | No | No |
| 18571142 | SYSTEMS, APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS FOR CROSS TRAINING AND COLLABORATIVE ARTIFICIAL INTELLIGENCE FOR PROACTIVE DATA MANAGEMENT AND ANALYTICS | December 2023 | March 2026 | Abandon | 27 | 2 | 1 | Yes | No |
| 18542378 | FILTER DIRECTION MODIFICATIONS TO VECTOR-BASED SEARCH | December 2023 | May 2025 | Allow | 17 | 0 | 0 | No | No |
| 18514166 | SYSTEMS AND METHODS FOR SEARCHING FOR A MEDIA ASSET | November 2023 | September 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18383611 | REPRESENTING LISTINGS FOR RESERVATIONS ON MAP | October 2023 | December 2024 | Allow | 13 | 1 | 0 | Yes | No |
| 18491043 | SYSTEM AND METHOD FOR RECOGNIZING MUSIC BASED ON AUDITORY MEMORY AND GENERATING PLAYLISTS | October 2023 | April 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18483734 | METHOD OF STORING BLOCKCHAIN TRANSACTION DATA USING FOUNTAIN CODES AND APPARATUS FOR THE SAME | October 2023 | October 2025 | Abandon | 25 | 2 | 1 | Yes | No |
| 18477853 | SYSTEMS AND METHODS FOR EXECUTING JUMP-BASED CONTENT-DEFINED DATA CHUNKING | September 2023 | September 2025 | Allow | 24 | 1 | 0 | No | No |
| 18373676 | SYSTEM AND METHOD FOR AUTOMATIC CREATION OF STRUCTURED DATA OBJECTS FROM UNSTRUCTURED DATA | September 2023 | January 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18369923 | DATABASE MANAGEMENT APPARATUS AND METHOD | September 2023 | June 2025 | Allow | 21 | 1 | 0 | No | No |
| 18243761 | DATA STORAGE SYSTEM WITH EFFICIENT DATA CHANGE REPORTING FOR REPLICATION | September 2023 | April 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18459670 | LOOPBACK CONTROL IN MULTI-ACTIVE DATABASE SYNCHRONIZATION | September 2023 | May 2025 | Allow | 20 | 1 | 0 | No | No |
| 18458401 | SYSTEM AND METHOD FOR MANAGING DATA BY PROCESSING SEARCH QUERIES | August 2023 | November 2025 | Allow | 27 | 3 | 0 | Yes | No |
| 18366294 | METHODS AND SYSTEMS FOR INFERRED INFORMATION PROPAGATION FOR AIRCRAFT PROGNOSTICS | August 2023 | August 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18351309 | DATA RECOMMENDER USING LINEAGE TO PROPAGATE VALUE INDICATORS | July 2023 | November 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18351355 | DATA RECOMMENDER USING LINEAGE TO PROPAGATE VALUE INDICATORS | July 2023 | November 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18219530 | SYSTEMS AND METHODS FOR REINFORCING SEARCH ENGINE BEHAVIOR USING FEDERATED LEARNING | July 2023 | September 2025 | Allow | 26 | 2 | 0 | Yes | No |
| 18345420 | DELETING DATA IN A VERSIONED DATABASE | June 2023 | November 2025 | Allow | 28 | 3 | 0 | Yes | No |
| 18338180 | On-Demand Retrieval of Structured Data in Aggregating Data Across Distinct Sources | June 2023 | January 2026 | Allow | 31 | 3 | 0 | Yes | No |
| 18330537 | SYSTEM AND METHOD FOR OPEN-VOCABULARY QUERY-BASED DENSE RETRIEVAL AND MULTI SCALE LOCALIZATION | June 2023 | October 2025 | Abandon | 29 | 2 | 1 | Yes | No |
| 18200496 | APPROXIMATE MATCHING | May 2023 | April 2025 | Allow | 22 | 4 | 0 | Yes | No |
| 17640685 | SYSTEMS AND METHODS FOR AGGREGATING CLIENT DATA | February 2023 | May 2025 | Abandon | 39 | 2 | 0 | No | No |
| 18158121 | METHOD AND SYSTEM OF USING DOMAIN SPECIFIC KNOWLEDGE IN RETRIEVING MULTIMODAL ASSETS | January 2023 | February 2025 | Allow | 25 | 1 | 0 | Yes | No |
| 18096580 | AGGREGATED CONTENT EDITING SERVICES (ACES), AND RELATED SYSTEMS, METHODS, AND APPARATUS | January 2023 | January 2025 | Abandon | 24 | 2 | 0 | No | Yes |
| 18083211 | METHOD FOR PREDICTING MATCHING DEGREE BETWEEN RESUME AND POST, AND RELATED DEVICE | December 2022 | January 2024 | Allow | 14 | 0 | 0 | Yes | No |
| 18071227 | SYSTEMS, METHODS, AND APPARATUSES FOR AUTOMATICALLY CLASSIFYING DATA BASED ON DATA USAGE AND ACCESSING PATTERNS IN AN ELECTRONIC NETWORK | November 2022 | June 2025 | Allow | 30 | 2 | 0 | No | No |
| 17978906 | METHOD AND APPARATUS FOR PROCESSING INFORMATION OF BLOCKCHAIN NETWORK, DEVICE AND STORAGE MEDIUM | November 2022 | December 2023 | Allow | 13 | 0 | 0 | No | No |
| 17978174 | EFFICIENT COUNTERFACTUAL SEARCH | October 2022 | April 2024 | Allow | 18 | 3 | 0 | Yes | No |
| 17918974 | TRANSFORMING DATA FROM STREAMING MEDIA | October 2022 | December 2025 | Allow | 38 | 4 | 0 | Yes | No |
| 17888800 | DYNAMIC AUGMENTING OF RELEVANCE RANKINGS USING DATA FROM EXTERNAL RATINGS SOURCES | August 2022 | December 2023 | Abandon | 16 | 1 | 0 | No | No |
| 17843757 | DATA RECOMMENDER USING LINEAGE TO PROPAGATE VALUE INDICATORS | June 2022 | November 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17806022 | INTERACTIVE GEOGRAPHICAL MAP | June 2022 | March 2024 | Allow | 21 | 3 | 0 | Yes | No |
| 17771212 | User Privacy Data-Based Recommendation Method and Apparatus, Medium, and System | April 2022 | September 2024 | Abandon | 29 | 1 | 0 | No | No |
| 17658936 | COMPRESSING MULTIPLE DIMENSION FILES USING SEQUENCE ALIGNMENT | April 2022 | March 2025 | Allow | 35 | 3 | 0 | Yes | No |
| 17717869 | SYSTEMS AND NETWORKS FOR ENABLING EXERCISE EQUIPMENT TO COMMUNICATE WITH A NETWORK | April 2022 | June 2025 | Abandon | 38 | 1 | 0 | No | No |
| 17703552 | METHOD AND SYSTEM OF RETRIEVING MULTIMODAL ASSETS | March 2022 | January 2025 | Allow | 33 | 1 | 0 | Yes | No |
| 17686572 | MANAGING WRITE TRANSACTIONS USING INDEX | March 2022 | September 2025 | Abandon | 42 | 2 | 0 | No | No |
| 17560688 | META-LEARNING SYSTEMS AND/OR METHODS FOR ERROR DETECTION IN STRUCTURED DATA | December 2021 | April 2025 | Allow | 40 | 3 | 0 | Yes | No |
| 17518875 | IDEMPOTENT RESOURCE MANAGEMENT SYSTEM PROVISIONING | November 2021 | January 2025 | Abandon | 38 | 3 | 0 | Yes | No |
| 17504286 | SYSTEM AND METHOD FOR DETECTION AND VALIDATION OF ELECTRONIC DATA FEEDS | October 2021 | July 2024 | Allow | 33 | 1 | 0 | Yes | No |
| 17447187 | DATA MONITORING METHOD AND APPARATUS FOR STANDARDIZED MANAGEMENT SYSTEM, COMPUTER DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | September 2021 | June 2024 | Abandon | 33 | 1 | 0 | No | No |
| 17407020 | COLLABORATING USING DIFFERENT OBJECT MODELS | August 2021 | August 2024 | Abandon | 36 | 2 | 0 | Yes | No |
| 17341432 | COMPUTER-READABLE RECORDING MEDIUM STORING DATA PROCESSING PROGRAM, DATA PROCESSING DEVICE, AND DATA PROCESSING METHOD | June 2021 | March 2024 | Abandon | 33 | 1 | 0 | No | No |
| 17289912 | METHOD AND SYSTEM FOR REDUCING THE SIZE OF A BLOCKCHAIN | April 2021 | March 2024 | Allow | 35 | 2 | 0 | Yes | No |
| 17226308 | Enabling Real-Time Integration of Up-To-Date Siloed Data | April 2021 | December 2024 | Allow | 44 | 4 | 0 | Yes | No |
| 17283368 | A DATA FILTERING DEVICE | April 2021 | April 2024 | Allow | 36 | 2 | 0 | Yes | No |
| 17211973 | Deduplication-Adapted Casedb For Edge Computing | March 2021 | October 2022 | Allow | 18 | 2 | 0 | Yes | No |
| 17201866 | DISTRIBUTED DEDUPLICATION OF INCOMING CLOUD COMPUTING REQUESTS | March 2021 | June 2024 | Allow | 40 | 3 | 0 | Yes | No |
| 17178185 | COMMON DATABASE ARCHITECTURE TO SUPPORT LARGESCALE TRANSACTIONS AND NODE ARCHIVAL ON A MAAS PLATFORM | February 2021 | December 2023 | Allow | 34 | 2 | 0 | Yes | No |
| 17163371 | METHODS AND APPARATUS FOR AUTOMATICALLY RANKING ITEMS IN RESPONSE TO A SEARCH REQUEST | January 2021 | December 2023 | Allow | 34 | 6 | 0 | Yes | No |
| 17163279 | METHODS AND APPARATUSES FOR READING AND UPDATING DATA STRUCTURES, AND ELECTRONIC DEVICES | January 2021 | May 2023 | Allow | 28 | 4 | 0 | Yes | No |
| 17160623 | ENABLING DATA PORTABILITY BETWEEN SYSTEMS | January 2021 | April 2024 | Allow | 39 | 5 | 0 | Yes | No |
| 17159901 | AGGREGATED CONTENT EDITING SERVICES (ACES), AND RELATED SYSTEMS, METHODS, AND APPARATUS | January 2021 | June 2022 | Allow | 17 | 1 | 0 | Yes | No |
| 17126006 | SYSTEM FOR UNSUPERVISED DIRECT QUERY AUTO CLUSTERING FOR LOCATION AND NETWORK QUALITY | December 2020 | October 2023 | Allow | 34 | 1 | 0 | Yes | No |
| 17120567 | INTERACTIVE GEOGRAPHICAL MAP | December 2020 | March 2022 | Allow | 15 | 1 | 0 | Yes | No |
| 17116831 | DUPLICATION ELIMINATION IN DEPTH BASED SEARCHES FOR DISTRIBUTED SYSTEMS | December 2020 | January 2024 | Allow | 37 | 2 | 0 | No | No |
| 17107874 | EFFICIENT OPTIMIZATION OF SQL QUERIES HAVING SET OPERATORS WITH A MULTI-SET SEMANTIC | November 2020 | January 2023 | Allow | 25 | 2 | 0 | Yes | No |
| 17105991 | PROVIDING SEARCH RESULTS BASED ON A COMPOSITIONAL QUERY | November 2020 | April 2023 | Allow | 29 | 4 | 0 | Yes | No |
| 17104392 | PERSISTENT METADATA CATALOG | November 2020 | September 2023 | Allow | 34 | 4 | 0 | Yes | No |
| 17092019 | MACHINE LEARNING USING QUERY ENGINES | November 2020 | June 2023 | Abandon | 31 | 1 | 0 | No | No |
| 17083116 | DATA PROFILING AND MONITORING | October 2020 | June 2023 | Allow | 32 | 3 | 0 | Yes | No |
| 17080426 | DYNAMIC PRIORITIZATION OF ATTRIBUTES TO DETERMINE SEARCH SPACE SIZE OF EACH TERM, THEN INDEX ON THOSE SIZES AS ATTRIBUTES | October 2020 | July 2024 | Abandon | 44 | 4 | 0 | Yes | No |
| 17073630 | QUESTION ANSWERING RETRIEVAL VIA SPARSE TRANSFORMER MATCHING | October 2020 | August 2025 | Allow | 57 | 4 | 0 | Yes | Yes |
| 17037744 | INFORMATION PROCESSING APPARATUS | September 2020 | February 2024 | Abandon | 40 | 1 | 0 | No | No |
| 17037222 | SYSTEM AND METHOD FOR BLOCKCHAIN BASED DECENTRALIZED STORAGE WITH DYNAMIC DATA OPERATIONS | September 2020 | September 2022 | Allow | 24 | 0 | 0 | Yes | No |
| 16977687 | METHOD, DEVICE, AND COMPUTER APPARATUS FOR MERGING REGIONS OF HBASE TABLE | September 2020 | March 2022 | Allow | 18 | 1 | 0 | Yes | No |
| 17008937 | MULTI-CHANNEL SEARCH | September 2020 | March 2023 | Allow | 30 | 3 | 0 | Yes | No |
| 17004126 | METHODS AND SYSTEMS FOR PROCESSING AND STORING STREAMED EVENT DATA | August 2020 | August 2023 | Allow | 36 | 3 | 1 | Yes | No |
| 16998831 | SYSTEM MODELS THAT SUPPORT THE TRACEABILITY OF ACTIVITIES | August 2020 | March 2024 | Allow | 42 | 4 | 0 | Yes | No |
| 16988493 | Separate Runtime Data From Metadata | August 2020 | November 2024 | Abandon | 52 | 5 | 0 | Yes | No |
| 16984411 | SHADOW EXPERIMENTS FOR SERVERLESS MULTI-TENANT CLOUD SERVICES | August 2020 | August 2024 | Allow | 48 | 6 | 0 | Yes | No |
| 16935626 | Storage Unit Selection In A Distributed Storage Network | July 2020 | April 2024 | Abandon | 45 | 5 | 0 | Yes | No |
| 16925636 | MODEL-BASED STRUCTURED DATA FILTERING IN AN AUTONOMOUS VEHICLE | July 2020 | January 2024 | Abandon | 43 | 6 | 0 | Yes | No |
| 16925924 | RULES-BASED STRUCTURED DATA FILTERING IN AN AUTONOMOUS VEHICLE | July 2020 | January 2024 | Abandon | 43 | 6 | 0 | Yes | No |
| 16915778 | Method of Generating At-Scale Geospatial Features of Designated Attribution and Geometry | June 2020 | April 2024 | Abandon | 45 | 4 | 0 | Yes | No |
| 16767223 | RECOMMENDER METHODS AND SYSTEMS FOR PATENT PROCESSING | May 2020 | March 2024 | Abandon | 46 | 1 | 0 | Yes | Yes |
| 16876660 | DATA CLASSIFICATION | May 2020 | June 2023 | Allow | 37 | 3 | 0 | Yes | No |
| 16856706 | METHOD FOR CLASSIFYING LOG FILES ASSOCIATED WITH A SYSTEM | April 2020 | April 2023 | Abandon | 36 | 2 | 0 | No | No |
| 16836253 | Content-Modification System With Geographic Area-Based Feature | March 2020 | March 2023 | Abandon | 35 | 3 | 0 | Yes | No |
| 16819143 | Method and System for Operation Objects Discovery from Operation Data | March 2020 | February 2025 | Allow | 59 | 7 | 0 | Yes | No |
| 16797456 | SYSTEMS AND METHODS FOR RULE-BASED VIRTUAL MACHINE DATA PROTECTION | February 2020 | July 2021 | Abandon | 17 | 2 | 0 | No | No |
| 16749771 | APPROXIMATE MATCHING | January 2020 | March 2023 | Allow | 37 | 3 | 0 | Yes | No |
| 16744919 | COMPUTER-BASED SYSTEMS CONFIGURED FOR ENTITY RESOLUTION FOR EFFICIENT DATASET REDUCTION | January 2020 | February 2022 | Allow | 25 | 1 | 0 | Yes | No |
| 16724927 | SPARSE DATA INDEX TABLE | December 2019 | September 2021 | Allow | 20 | 3 | 0 | Yes | No |
| 16712696 | LOG-STRUCTURED STORAGE SYSTEMS | December 2019 | October 2021 | Allow | 22 | 4 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ZHAO, YU.
With a 38.9% 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, 27.7% 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 ZHAO, YU works in Art Unit 2169 and has examined 328 patent applications in our dataset. With an allowance rate of 49.1%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 50 months.
Examiner ZHAO, YU's allowance rate of 49.1% places them in the 11% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by ZHAO, YU receive 4.17 office actions before reaching final disposition. This places the examiner in the 98% 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 ZHAO, YU is 50 months. This places the examiner in the 5% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +39.6% benefit to allowance rate for applications examined by ZHAO, YU. This interview benefit is in the 87% 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, 13.1% of applications are subsequently allowed. This success rate is in the 8% 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 6.5% of cases where such amendments are filed. This entry rate is in the 7% 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, 60.9% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 51% 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 67.3% of appeals filed. This is in the 53% percentile among all examiners. Of these withdrawals, 29.7% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner shows above-average willingness to reconsider rejections during appeals. The mandatory appeal conference (MPEP § 1207.01) provides an opportunity for reconsideration.
When applicants file petitions regarding this examiner's actions, 71.4% are granted (fully or in part). This grant rate is in the 78% 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 2.1% of allowed cases (in the 75% 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.