Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19233135 | RESOLVING COMPLEX MATCH CANDIDATES USING LARGE LANGUAGE MODEL EXPLANATIONS OF AMBIGUOUS FEATURES | June 2025 | December 2025 | Allow | 7 | 1 | 0 | Yes | No |
| 19005159 | PROCESSING SEARCH REQUESTS | December 2024 | March 2026 | Allow | 14 | 1 | 0 | No | No |
| 18981142 | DATA DISPLAY METHOD, READABLE MEDIUM, AND ELECTRONIC DEVICE | December 2024 | March 2026 | Allow | 15 | 1 | 0 | No | No |
| 18976766 | SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKING | December 2024 | April 2025 | Allow | 4 | 1 | 0 | No | No |
| 18977112 | SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKING | December 2024 | April 2025 | Allow | 5 | 1 | 0 | No | No |
| 18976960 | SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKING | December 2024 | April 2025 | Allow | 4 | 1 | 0 | No | No |
| 18976654 | SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKING | December 2024 | April 2025 | Allow | 4 | 1 | 0 | No | No |
| 18975914 | SYSTEMS AND METHODS FOR AGGREGATING TIME-SERIES DATA STREAMS BASED ON POTENTIAL STATE CHARACTERISTICS FOLLOWING AGGREGATION | December 2024 | March 2026 | Allow | 15 | 2 | 0 | Yes | No |
| 18961186 | MATRIX USER INTERFACE FOR LLM-POWERED DATA ANALYSIS AND GENERATION | November 2024 | June 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18952487 | Application Prediction Based on a Visual Search Determination | November 2024 | January 2026 | Allow | 14 | 1 | 0 | No | No |
| 18927575 | METHOD AND SYSTEM FOR TRANSFORMING DATA USING ARTIFICIAL INTELLIGENCE TO GENERATE CONTENT | October 2024 | August 2025 | Allow | 10 | 2 | 0 | No | No |
| 18912882 | TRANSACTION EXCHANGE PLATFORM HAVING CONFIGURABLE MICROSERVICES | October 2024 | October 2025 | Allow | 12 | 1 | 0 | No | No |
| 18903946 | METHODS AND SYSTEMS FOR REGULATORY EXPLORATION PRESERVING BANDWIDTH AND IMPROVING COMPUTING PERFORMANCE | October 2024 | March 2025 | Allow | 5 | 1 | 0 | Yes | No |
| 18851784 | METHOD AND SYSTEM FOR REFERENCING DATA | September 2024 | May 2025 | Allow | 8 | 1 | 0 | Yes | No |
| 18829155 | RESOLVING UNKNOWN DATA NODES DURING GRANULAR QUERY PROCESSING VIA A PLANAR DATA MODEL | September 2024 | March 2025 | Allow | 6 | 1 | 0 | Yes | No |
| 18823950 | Ambient Multi-Device Framework for Agent Companions | September 2024 | November 2025 | Allow | 14 | 1 | 0 | No | No |
| 18818179 | ALGORITHMIC SUGGESTIONS BASED ON A UNIVERSAL DATA SCAFFOLD | August 2024 | February 2026 | Allow | 18 | 2 | 0 | No | No |
| 18808240 | SYSTEMS AND METHODS FOR GRAPHICAL SYMMETRY BREAKING | August 2024 | February 2025 | Allow | 6 | 1 | 0 | No | No |
| 18789959 | METHOD AND SYSTEM TO FACILITATE ACCESS TO AND USE OF CONTEXTUAL IDENTITY INFORMATION DURING LAW ENFORCEMENT ENCOUNTERS FOR MINIMIZING CONFRONTATIONAL TENSIONS | July 2024 | March 2026 | Abandon | 19 | 1 | 0 | No | No |
| 18731734 | USING A MACHINE LEARNING SYSTEM TO PROCESS A CORPUS OF DOCUMENTS ASSOCIATED WITH A USER TO DETERMINE A USER-SPECIFIC AND/OR PROCESS-SPECIFIC CONSEQUENCE INDEX | June 2024 | October 2025 | Allow | 16 | 1 | 0 | No | No |
| 18732069 | USER INTERFACES FOR SEARCHING IN MESSAGES | June 2024 | February 2026 | Allow | 20 | 2 | 0 | Yes | No |
| 18675944 | Methods and Systems for Performing Database Operations | May 2024 | January 2026 | Allow | 20 | 1 | 1 | Yes | No |
| 18642043 | PERFORMING LOAD ERROR TRACKING DURING LOADING OF DATA FOR STORAGE VIA A DATABASE SYSTEM | April 2024 | November 2025 | Allow | 19 | 1 | 0 | No | No |
| 18599911 | Machine-Learned Script Generation for Database Modifications | March 2024 | August 2025 | Allow | 17 | 1 | 0 | No | No |
| 18599490 | METHOD AND APPARATUS FOR CALCULATING TEXT SEMANTIC SIMILARITY, DEVICE AND STORAGE MEDIUM | March 2024 | July 2025 | Allow | 16 | 1 | 0 | No | No |
| 18598632 | INFORMATION PROCESSING METHOD AND APPARATUS | March 2024 | September 2025 | Allow | 18 | 2 | 0 | No | No |
| 18597046 | Query Alerts Generation for Virtual Warehouse | March 2024 | April 2025 | Allow | 13 | 2 | 0 | Yes | No |
| 18444393 | GENERATING HIGH VISIBILITY SOCIAL ANNOTATIONS | February 2024 | August 2025 | Abandon | 18 | 1 | 0 | Yes | No |
| 18434669 | Systems and Methods for Network Explainability | February 2024 | August 2025 | Abandon | 18 | 1 | 0 | Yes | No |
| 18429286 | MULTIPLE ENVIRONMENTS AND FUNCTIONS IN A DATABASE SYSTEM | January 2024 | April 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18426272 | SYSTEMS AND METHODS FOR EXECUTING QUERIES ON TENSOR DATASETS | January 2024 | January 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18410445 | EVENT-DRIVEN COMPUTER MODELING SYSTEM FOR TIME SERIES DATA | January 2024 | February 2025 | Allow | 13 | 1 | 0 | No | No |
| 18408374 | SERVICING DATABASE REQUESTS USING DERIVATIONS OF CANONICALIZED TABLES | January 2024 | November 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18404734 | TRACE EVENTS IN A DATABASE SYSTEM | January 2024 | November 2024 | Allow | 10 | 1 | 0 | No | No |
| 18390768 | Ambient Multi-Device Framework for Agent Companions | December 2023 | June 2024 | Allow | 5 | 1 | 0 | Yes | No |
| 18545464 | EXTENDED TELEMETRY METRIC DATA TYPES | December 2023 | September 2025 | Allow | 21 | 1 | 0 | No | No |
| 18532366 | IDENTITY RESOLUTION IN KNOWLEDGE GRAPH DATABASES | December 2023 | March 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18525511 | METHODS FOR SEARCH RESULT PRESENTATION AND FOR SEARCH REQUEST PROCESSING AND COMPUTER DEVICE | November 2023 | May 2024 | Allow | 5 | 1 | 0 | No | No |
| 18520705 | WORKLOAD PERFORMANCE IMPROVEMENT ON HETEROGENEOUS SYSTEMS | November 2023 | March 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18515343 | CLOUD-BASED SECURE OPERATION OF A RECOVERY STORAGE MANAGER | November 2023 | March 2025 | Allow | 16 | 1 | 0 | No | No |
| 18516712 | METHOD AND SYSTEM TO FACILITATE ACCESS TO AND USE OF CONTEXTUAL IDENTITY INFORMATION DURING LAW ENFORCEMENT ENCOUNTERS FOR MINIMIZING CONFRONTATIONAL TENSIONS | November 2023 | April 2025 | Abandon | 17 | 0 | 0 | No | No |
| 18501588 | Generating Object Morphisms During Object Search | November 2023 | January 2025 | Allow | 14 | 1 | 0 | No | No |
| 18498936 | SYSTEMS AND METHODS FOR DETECTING MISCATEGORIZED TEXT-BASED OBJECTS | October 2023 | February 2025 | Allow | 16 | 1 | 0 | No | No |
| 18489532 | COMPRESSION TECHNIQUES FOR VERTICES OF GRAPHIC MODELS | October 2023 | October 2025 | Allow | 24 | 2 | 0 | No | No |
| 18487197 | HISTOGRAM WITH INTEGRATED DISTINCT VALUE SKETCHES | October 2023 | January 2025 | Allow | 15 | 1 | 0 | No | No |
| 18486663 | Application Prediction Based on a Visual Search Determination | October 2023 | August 2024 | Allow | 10 | 2 | 0 | Yes | No |
| 18484323 | ARTIFICIAL INTELLIGENCE MODEL SURVEILLANCE SYSTEM | October 2023 | July 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18469973 | VISUALIZATION METHODS AND APPARATUSES FOR QUERY RESULT OF GRAPH DATABASE | September 2023 | October 2025 | Allow | 25 | 3 | 0 | No | No |
| 18282111 | SYSTEM AND METHOD FOR MANAGING SENSOR DATA ASSOCIATED WITH AN IOT ENVIRONMENT | September 2023 | March 2025 | Allow | 18 | 2 | 0 | No | No |
| 18280828 | System, Method, and Computer Program Product for Feature Analysis Using an Embedding Tree | September 2023 | November 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18455071 | SYSTEM AND METHOD FOR SUBSET SEARCHING AND ASSOCIATED SEARCH OPERATORS | August 2023 | September 2025 | Allow | 25 | 3 | 0 | Yes | No |
| 18237529 | Methods and Systems for Performing Database Operations | August 2023 | February 2024 | Allow | 6 | 1 | 0 | No | No |
| 18345038 | DETECTING EMOTIONAL EVENTS IN TEXTUAL CONTENT | June 2023 | October 2024 | Allow | 16 | 1 | 0 | No | No |
| 18345052 | RETRIEVING DATA FROM STREAMING STORAGE | June 2023 | October 2024 | Allow | 16 | 1 | 0 | Yes | No |
| 18344903 | SYSTEMS AND METHODS FOR USING LOCATIONAL INDICATORS AND USER INTERACTIONS TO PROVIDE USER EXPERIENCES | June 2023 | September 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18216509 | NATURAL LANGUAGE TO CUSTOMIZE DATA VISUALIZATION | June 2023 | August 2024 | Allow | 14 | 3 | 0 | Yes | No |
| 18344821 | SYSTEMS AND METHODS FOR GENERATING USER INPUTS USING A DUAL-PATHWAY MODEL | June 2023 | October 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18344707 | PROCESSING NATURAL LANGUAGE QUERIES WITH ATTRIBUTION ENRICHMENT | June 2023 | August 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18344698 | PROCESSING NATURAL LANGUAGE QUERIES FOR NETWORK-BASED SERVICES | June 2023 | August 2025 | Allow | 26 | 3 | 0 | Yes | No |
| 18334796 | INFORMATION DISPLAY APPARATUS, INFORMATION DISPLAY METHOD, AND COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION DISPLAY PROGRAM | June 2023 | May 2025 | Allow | 23 | 3 | 0 | No | No |
| 18210004 | SYSTEMS AND METHODS FOR EXECUTING QUERIES ON TENSOR DATASETS | June 2023 | November 2023 | Allow | 5 | 1 | 0 | Yes | No |
| 18322511 | METHODS, SYSTEMS, AND COMPUTER-READABLE MEDIA FOR SEMANTICALLY ENRICHING CONTENT AND FOR SEMANTIC NAVIGATION | May 2023 | March 2025 | Allow | 22 | 2 | 0 | Yes | No |
| 18200445 | UNIVERSAL REPORT ENGINE | May 2023 | August 2024 | Allow | 15 | 1 | 0 | Yes | No |
| 18141640 | TRANSACTION EXCHANGE PLATFORM HAVING CONFIGURABLE MICROSERVICES | May 2023 | July 2024 | Allow | 14 | 1 | 0 | Yes | No |
| 18141619 | TRANSACTION EXCHANGE PLATFORM HAVING CONFIGURABLE MICROSERVICES | May 2023 | May 2024 | Allow | 12 | 1 | 0 | No | No |
| 18295182 | TEXTUAL AND IMAGE BASED SEARCH | April 2023 | August 2024 | Allow | 16 | 1 | 0 | No | No |
| 18194357 | TRACE EVENTS IN A DATABASE SYSTEM | March 2023 | October 2023 | Allow | 7 | 1 | 0 | No | No |
| 18192360 | SYSTEMS AND METHODS FOR PROVIDING ACCESS TO INFORMATION IN A RELATIONAL DATABASE VIA API-OPERATIONS FOR DATAFRAMES | March 2023 | April 2024 | Allow | 13 | 0 | 0 | No | No |
| 18192206 | APPARATUS AND METHOD FOR FACILITATING A REUSE OF AN ASSET | March 2023 | July 2024 | Allow | 16 | 1 | 0 | No | No |
| 18190828 | Hybrid Runtime Data Object Preventing Intermingling of Data of Different Entities in a Multi-Tenant Environment | March 2023 | September 2024 | Allow | 18 | 2 | 0 | Yes | No |
| 18183453 | DATA PARTITION STORAGE SYSTEM, METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | March 2023 | May 2025 | Allow | 26 | 3 | 0 | No | No |
| 18181847 | ENDPOINT SCAN AND PROFILE GENERATION | March 2023 | April 2025 | Allow | 25 | 2 | 0 | No | No |
| 18173914 | SYSTEM AND METHOD FOR SOCIAL MEDIA FORENSICS | February 2023 | September 2025 | Allow | 31 | 4 | 0 | No | No |
| 18157467 | SYSTEM AND METHOD FOR DATA PROTECTION USING MACHINE LEARNING | January 2023 | February 2025 | Allow | 25 | 3 | 0 | No | No |
| 18146948 | DATA SYSTEM CONFIGURED TO TRANSPARENTLY CACHE DATA OF DATA SOURCES AND ACCESS THE CACHED DATA | December 2022 | November 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 18079316 | FREQUENCY-BASED WORKSHEET FILTERING | December 2022 | April 2024 | Allow | 16 | 1 | 0 | No | No |
| 18075463 | MIGRATION OF CONTROL PLANES ACROSS ARCHITECTURES | December 2022 | May 2024 | Allow | 18 | 1 | 0 | No | No |
| 17989116 | Using a Machine Learning System to Process a Corpus of Documents Associated With a User to Determine a User-Specific and/or Process-Specific Consequence Index | November 2022 | February 2024 | Allow | 15 | 2 | 0 | No | No |
| 18051483 | MULTIPLE ENVIRONMENTS AND FUNCTIONS IN A DISTRIBUTED DATABASE | October 2022 | January 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18050130 | IMPLEMENTING MULTIDIMENSIONAL TWO-SIDED INTERVAL JOINS ON DATA PLATFORMS | October 2022 | April 2024 | Allow | 17 | 1 | 0 | Yes | No |
| 17938836 | Encoding / Decoding System and Method | October 2022 | August 2024 | Allow | 22 | 2 | 0 | Yes | No |
| 17938819 | Encoding / Decoding System and Method | October 2022 | January 2025 | Allow | 28 | 1 | 0 | Yes | No |
| 17958971 | Query Alerts Generation for Virtual Warehouse | October 2022 | December 2023 | Allow | 14 | 1 | 0 | No | No |
| 17956362 | TRANSPARENT ACCESS TO AN EXTERNAL DATA SOURCE WITHIN A DATA SERVER | September 2022 | May 2025 | Allow | 32 | 2 | 0 | Yes | No |
| 17936805 | COMPRESSION TECHNIQUES FOR VERTICES OF GRAPHIC MODELS | September 2022 | August 2023 | Allow | 11 | 1 | 0 | No | No |
| 17936344 | DYNAMIC SELECTION OF PLAN INTERPRETATION TO PERFORM QUERIES | September 2022 | August 2024 | Allow | 22 | 2 | 0 | No | No |
| 17951678 | DATA ACQUISITION MANAGEMENT SYSTEM AND METHOD THEREOF | September 2022 | October 2024 | Allow | 25 | 2 | 1 | Yes | No |
| 17943657 | TRANSPARENT ACCESS TO AN EXTERNAL DATA SOURCE WITHIN A DATA SERVER | September 2022 | June 2025 | Allow | 33 | 4 | 0 | Yes | No |
| 17943159 | METHODS AND SYSTEMS FOR PREDICTION OF A DESCRIPTION AND ICON FOR A GIVEN FIELD NAME | September 2022 | November 2024 | Abandon | 26 | 2 | 0 | No | No |
| 17930932 | ALGORITHMIC SUGGESTIONS BASED ON A UNIVERSAL DATA SCAFFOLD | September 2022 | March 2024 | Allow | 18 | 1 | 0 | No | No |
| 17939525 | OPTIMIZATION OF DATABASE SEQUENCE OF JOINS FOR REACHABILITY AND SHORTEST PATH DETERMINATION | September 2022 | April 2023 | Allow | 7 | 1 | 0 | No | No |
| 17905452 | IMPROVED LOCALIZATION PROCEDURES AND PRIORITIZATION FOR APPLICATIONS | September 2022 | August 2024 | Allow | 24 | 2 | 0 | Yes | No |
| 17897823 | GENERATING HIGH VISIBILITY SOCIAL ANNOTATIONS | August 2022 | October 2023 | Allow | 14 | 1 | 0 | No | No |
| 17819217 | BOT EXTENSIBILITY INFRASTRUCTURE | August 2022 | April 2024 | Allow | 21 | 3 | 0 | Yes | No |
| 17816322 | DATA STREAM PROCESSING INSTRUCTION SET PREVIEWS USING BATCH CONVERSION | July 2022 | December 2023 | Allow | 17 | 1 | 0 | Yes | No |
| 17815021 | INFORMATION PROCESSING APPARATUS, CONTROL METHOD, AND NON-TRANSITORY STORAGE MEDIUM FOR THE SAME | July 2022 | January 2024 | Allow | 18 | 1 | 0 | No | No |
| 17793881 | DATA MANAGEMENT SYSTEM AND MANAGEMENT METHOD | July 2022 | February 2024 | Allow | 19 | 1 | 0 | No | No |
| 17810595 | Systems and Methods for Network Explainability | July 2022 | November 2023 | Allow | 16 | 1 | 0 | Yes | No |
| 17854978 | AUTOMATION OF MASTER DATA PROCESSES WITH USER-CENTRIC MANAGEMENT OF DERIVATION RULES | June 2022 | April 2024 | Allow | 22 | 2 | 0 | No | No |
| 17809739 | SYSTEMS AND METHODS FOR A REPUTATION-BASED CONSENSUS PROTOCOL | June 2022 | July 2023 | Allow | 13 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner OWYANG, MICHELLE N.
With a 26.9% 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, 30.5% 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 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 OWYANG, MICHELLE N works in Art Unit 2168 and has examined 503 patent applications in our dataset. With an allowance rate of 71.8%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.
Examiner OWYANG, MICHELLE N's allowance rate of 71.8% places them in the 35% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by OWYANG, MICHELLE N receive 2.85 office actions before reaching final disposition. This places the examiner in the 83% 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 OWYANG, MICHELLE N 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 +42.1% benefit to allowance rate for applications examined by OWYANG, MICHELLE N. This interview benefit is in the 88% 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, 26.0% of applications are subsequently allowed. This success rate is in the 42% 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 16.7% of cases where such amendments are filed. This entry rate is in the 19% 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, 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 58.7% of appeals filed. This is in the 33% percentile among all examiners. Of these withdrawals, 37.8% 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, 41.4% are granted (fully or in part). This grant rate is in the 32% 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 2.4% of allowed cases (in the 77% 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.