Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19258880 | SYSTEM AND METHOD FOR ARTIFICIAL INTELLIGENCE BASED FIELD SERVICE ASSISTANCE FOR TELECOMMUNICATIONS OPERATIONS | July 2025 | September 2025 | Allow | 3 | 1 | 0 | No | No |
| 19032880 | Music Release Disambiguation using Multi-Modal Neural Networks | January 2025 | February 2026 | Allow | 12 | 1 | 0 | No | No |
| 18985752 | DISTRIBUTED IN-DATABASE VECTORIZED OPERATIONS USING USER DEFINED TABLE FUNCTIONS | December 2024 | August 2025 | Allow | 8 | 0 | 0 | No | No |
| 18983174 | DATA ANALYSIS AND VISUALIZATION USING STRUCTURED DATA TABLES AND NODAL NETWORKS | December 2024 | December 2025 | Allow | 12 | 1 | 0 | No | No |
| 18976038 | INFERRING SCHEMA STRUCTURE OF FLAT FILE | December 2024 | November 2025 | Allow | 11 | 1 | 0 | No | No |
| 18933628 | Validating Integrity of Replicated Data | October 2024 | August 2025 | Allow | 9 | 1 | 0 | No | No |
| 18926514 | Indexing Constituent Data | October 2024 | July 2025 | Allow | 8 | 0 | 0 | No | No |
| 18918887 | Real-Time Micro-Profile Generation Using a Dynamic Tree Structure | October 2024 | June 2025 | Allow | 8 | 0 | 0 | No | No |
| 18906194 | SYSTEMS AND METHODS FOR DATA INTEGRATION | October 2024 | September 2025 | Allow | 11 | 2 | 0 | Yes | No |
| 18886839 | IMAGE-BASED SEARCH PROCESSING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | September 2024 | November 2025 | Allow | 14 | 2 | 0 | No | No |
| 18819708 | MODIFYING A USER QUERY TO PREVENT HALLUCINATIONS | August 2024 | August 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 18813725 | ASYNCHRONOUS DOCUMENT CHARTS | August 2024 | July 2025 | Allow | 11 | 0 | 0 | No | No |
| 18809378 | SYSTEM AND METHOD FOR CLOUD-BASED READ-ONLY FOLDER SYNCHRONIZATION | August 2024 | December 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18795142 | FILE SYSTEM CONTENT ARCHIVING BASED ON THIRD-PARTY APPLICATION ARCHIVING RULES AND METADATA | August 2024 | July 2025 | Allow | 12 | 1 | 0 | No | No |
| 18788493 | MULTI-LEVEL RESOURCE-UTILIZATION FOR SERVICE REQUEST GENERATION WITH GENERATIVE ARTIFICIAL INTELLIGENCE | July 2024 | February 2026 | Allow | 18 | 1 | 0 | Yes | No |
| 18777126 | EXTRACTIVE-ABSTRACTIVE LARGE LANGUAGE MODEL SUMMARIZATION WITH FARTHEST POINT SAMPLING | July 2024 | July 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18773165 | Method and System for the Asynchronous, Scalable Review of Video Responses to Video Scripts Utilizing Peer Evaluation | July 2024 | October 2025 | Allow | 15 | 1 | 0 | Yes | No |
| 18761483 | INTELLIGENTLY EXPANDING SEARCH RESULTS AHEAD-OF-TIME | July 2024 | February 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18736488 | ANALYSIS OF STREAMING DATA USING DELTAS AND SNAPSHOTS | June 2024 | September 2025 | Abandon | 15 | 1 | 0 | No | No |
| 18668959 | SYSTEMS FOR DATABASE SEARCHING AND DATABASE SCHEMAS MANAGEMENT AND METHODS OF USE THEREOF | May 2024 | March 2025 | Allow | 10 | 1 | 0 | No | No |
| 18661459 | METHODS AND SYSTEMS FOR VISUAL CONTENT RETRIEVAL USING SEMANTIC SEARCH | May 2024 | November 2025 | Abandon | 18 | 1 | 0 | No | No |
| 18656217 | METHODS AND APPARATUSES FOR PREVENTING SPOILERS IN AUTOCOMPLETED SEARCH QUERIES | May 2024 | February 2026 | Allow | 21 | 3 | 0 | Yes | No |
| 18655432 | METHOD FOR RETRIEVING INFORMATION FOR SIMILAR CASES AND COMPUTER DEVICE USING THE SAME | May 2024 | November 2025 | Abandon | 19 | 2 | 0 | Yes | No |
| 18653456 | COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION VERIFICATION PROGRAM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING SYSTEM | May 2024 | November 2025 | Allow | 19 | 3 | 0 | No | No |
| 18651274 | SYSTEMS AND METHODS FOR GRAPH-BASED DYNAMIC INFORMATION RETRIEVAL AND SYNTHESIS | April 2024 | February 2025 | Allow | 10 | 0 | 0 | No | No |
| 18634585 | COMMUNICATION PLATFORM FOR A CONNECTED ENVIRONMENT | April 2024 | April 2025 | Allow | 12 | 1 | 0 | No | No |
| 18622829 | Automated Tool For Determining And Providing Information About Dwellings Within Geographical Regions That Are Determined Specific To Indicated Locations | March 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18581045 | OPEN JSON PARSER | February 2024 | October 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18440613 | PERFORMANT PROXIMITY MATCHING BETWEEN SETS OF UNSTRUCTURED RECORDS | February 2024 | April 2024 | Allow | 2 | 0 | 0 | Yes | No |
| 18432962 | OBJECT DATA STORED OUT OF LINE VECTOR ENGINE | February 2024 | September 2024 | Allow | 7 | 0 | 0 | Yes | No |
| 18409278 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR CLASSIFICATION AND TAGGING OF TEXTUAL DATA | January 2024 | August 2024 | Allow | 7 | 0 | 0 | No | No |
| 18406325 | Smart Interactions for a Digital Duplicate | January 2024 | March 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18401513 | ANALYSIS METHOD MANAGEMENT SYSTEM | December 2023 | December 2025 | Allow | 23 | 2 | 0 | No | No |
| 18539424 | EXTRACTION MACHINE LEARNING FRAMEWORK | December 2023 | March 2026 | Allow | 27 | 1 | 0 | Yes | No |
| 18570310 | METHOD, DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT FOR MUSIC SCREENING | December 2023 | March 2026 | Allow | 27 | 3 | 0 | No | No |
| 18539928 | AUTOMATING DATA LOAD OPERATIONS FOR IN-MEMORY DATA WAREHOUSES | December 2023 | January 2025 | Allow | 13 | 1 | 0 | No | No |
| 18538778 | CORRECTING ERRORS OF A RUNNING EXTRACT, TRANSFORM, LOAD (ETL) PROCESS | December 2023 | September 2024 | Allow | 9 | 0 | 0 | No | No |
| 18531290 | SYSTEMS AND METHODS FOR DATA LINEAGE-BASED SYSTEM ANOMALY DETECTION | December 2023 | August 2025 | Allow | 20 | 0 | 0 | No | No |
| 18515424 | DEMONSTRATION METHOD AND DEVICE OF LIVE ROOM, COMPUTER DEVICE AND STORAGE MEDIUM | November 2023 | June 2025 | Allow | 19 | 1 | 0 | No | No |
| 18515105 | MITIGATING BIAS IN MULTIMODAL MODELS VIA QUERY TRANSFORMATION | November 2023 | October 2024 | Allow | 11 | 0 | 0 | No | No |
| 18507769 | DETECTING DUPLICATE TABLES IN DATA LAKE DATABASES | November 2023 | March 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18505874 | HYBRID DATABASE IMPLEMENTATIONS | November 2023 | November 2024 | Allow | 12 | 1 | 0 | Yes | No |
| 18506032 | HYBRID DATABASE IMPLEMENTATIONS | November 2023 | September 2025 | Allow | 23 | 3 | 0 | No | No |
| 18499925 | METHOD AND APPARATUS FOR A DATA CONFIDENCE INDEX | November 2023 | May 2025 | Allow | 18 | 1 | 0 | Yes | No |
| 18288830 | INFORMATION AGGREGATION IN A MULTI-MODAL ENTITY-FEATURE GRAPH FOR INTERVENTION PREDICTION | October 2023 | July 2025 | Allow | 20 | 1 | 0 | Yes | No |
| 18494490 | INTELLIGENT CONFIGURATION HANDLER | October 2023 | July 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18489716 | SYSTEM AND METHOD FOR CLOUD-BASED READ-ONLY FOLDER SYNCHRONIZATION | October 2023 | May 2024 | Allow | 7 | 0 | 0 | No | No |
| 18555560 | RECOMMENDATION SYSTEM | October 2023 | November 2025 | Abandon | 25 | 3 | 0 | No | No |
| 18487963 | DATA ANALYSIS AND VISUALIZATION USING STRUCTURED DATA TABLES AND NODAL NETWORKS | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18486299 | ARCHIVE CENTER FOR CONTENT MANAGEMENT | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18482774 | REAL TIME SYSTEM FOR INGESTION, AGGREGATION, AND IDENTITY ASSOCIATION OF DATA FROM USER ACTIONS PERFORMED ON WEBSITES OR APPLICATIONS | October 2023 | June 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18376283 | SYSTEMS AND METHODS FOR MODIFYING JSON FILES | October 2023 | May 2024 | Allow | 7 | 1 | 0 | Yes | No |
| 18477926 | QUERY ACCELERATION FOR DISJUNCTIVE EQUIJOIN CONDITIONS | September 2023 | June 2024 | Allow | 8 | 0 | 0 | No | No |
| 18468539 | AUTOMATED DOCUMENT INTAKE SYSTEM | September 2023 | November 2024 | Abandon | 14 | 0 | 0 | No | No |
| 18466528 | Method, Apparatus And Electronic Device For Detecting Data Anomalies, And Readable Storage Medium | September 2023 | March 2025 | Allow | 18 | 2 | 0 | No | No |
| 18461959 | DISTRIBUTED IN-DATABASE VECTORIZED OPERATIONS USING USER DEFINED TABLE FUNCTIONS | September 2023 | September 2024 | Allow | 12 | 0 | 0 | Yes | No |
| 18239500 | SYSTEM AND METHOD FOR SEARCHING MEDIA OR DATA BASED ON CONTEXTUAL WEIGHTED KEYWORDS | August 2023 | December 2025 | Abandon | 28 | 2 | 1 | No | No |
| 18456749 | SKEW-CORRECTED DISTRIBUTION OF OBJECTS | August 2023 | June 2025 | Allow | 22 | 0 | 0 | No | No |
| 18455189 | METHOD AND APPARATUS FOR INFORMATION DISPLAY, AND NON-VOLATILE COMPUTER STORAGE MEDIUM | August 2023 | April 2024 | Allow | 8 | 2 | 0 | No | No |
| 18364420 | SYSTEM AND METHOD FOR PROCESSING DOCUMENTS | August 2023 | December 2024 | Abandon | 17 | 2 | 0 | Yes | No |
| 18360130 | EFFICIENT SCHEDULING OF PAULI-TERMS FOR QUANTUM COMPUTING | July 2023 | March 2026 | Allow | 31 | 0 | 0 | No | No |
| 18221811 | LOCK ON READ TECHNIQUES FOR IMPROVED FILE SYSTEM PERFORMANCE | July 2023 | October 2025 | Abandon | 27 | 3 | 0 | Yes | No |
| 18218766 | DATA FILE CLUSTERING WITH KD-EPSILON TREES | July 2023 | April 2025 | Allow | 21 | 1 | 0 | No | No |
| 18218400 | DATA INGESTION USING DATA FILE CLUSTERING WITH KD-EPSILON TREES | July 2023 | April 2024 | Allow | 10 | 0 | 0 | No | No |
| 18218410 | DATA FILE CLUSTERING WITH KD-CLASSIFIER TREES | July 2023 | May 2025 | Allow | 22 | 1 | 0 | No | No |
| 18346471 | DISTRIBUTED STORAGE SYSTEM, METHOD, DEVICE, AND STORAGE MEDIUM FOR METADATA MANAGEMENT | July 2023 | January 2025 | Allow | 19 | 0 | 0 | Yes | No |
| 18338556 | Indexing Constituent Data | June 2023 | March 2024 | Allow | 9 | 0 | 0 | No | No |
| 18338302 | METHOD AND SYSTEM FOR AUTOMATED COLUMN TYPE ANNOTATION | June 2023 | November 2024 | Allow | 17 | 0 | 0 | No | No |
| 18331863 | METHOD AND APPARATUS FOR AGGREGATING AND PRESENTING DATA ASSOCIATED WITH GEOGRAPHIC LOCATIONS | June 2023 | January 2025 | Allow | 19 | 4 | 0 | Yes | No |
| 18306969 | GLOBAL ACCESS TO FILESYSTEM CONTENT | April 2023 | July 2024 | Allow | 15 | 1 | 0 | No | No |
| 18303772 | APPARATUS, METHOD, AND COMPUTER PROGRAM PRODUCT FOR AUTOMATIC RECORD DE-DUPLICATION USING ZERO-BYTE FILE | April 2023 | April 2024 | Allow | 12 | 0 | 0 | No | No |
| 18300035 | SYSTEMS AND METHODS FOR GENERATING HYPERMEDIA-BASED GRAPHICAL USER INTERFACES FOR MOBILE DEVICES | April 2023 | October 2023 | Allow | 6 | 0 | 0 | No | No |
| 18193707 | REMOTE CLONING OF FILES IN DISTRIBUTED FILE SYSTEMS | March 2023 | May 2024 | Allow | 14 | 1 | 0 | No | No |
| 18114002 | FAULT TOLERANT METHOD FOR PROCESSING DATA WITH HUMAN INTERVENTION | February 2023 | May 2024 | Allow | 14 | 1 | 0 | No | No |
| 18171704 | FORECASTING AND MITIGATING CONCEPT DRIFT USING NATURAL LANGUAGE PROCESSING | February 2023 | February 2026 | Allow | 35 | 1 | 0 | No | No |
| 18165156 | METHOD, APPARATUS, AND COMPUTER PROGRAM PRODUCT FOR CLASSIFICATION AND TAGGING OF TEXTUAL DATA | February 2023 | October 2023 | Allow | 8 | 1 | 0 | No | No |
| 18162304 | METHODS AND SYSTEMS FOR GENERATING AND MANIPULATING ELECTRONIC VEHICLE CHECKLISTS USING WEB-BASED EDITING TOOL | January 2023 | December 2023 | Allow | 10 | 2 | 0 | Yes | No |
| 18160332 | Data Classification Using Ensemble Models | January 2023 | December 2025 | Abandon | 34 | 2 | 0 | Yes | Yes |
| 18160704 | DECENTRALIZED POLICY-BASED TRANSACTIONAL OBJECT MANAGEMENT FOR FEDERATED WORKFLOWS | January 2023 | May 2025 | Allow | 27 | 0 | 1 | Yes | No |
| 18159837 | METHOD AND APPARATUS FOR VALIDATING DATA IMAGES | January 2023 | July 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18159673 | DISTRIBUTED APPENDING OF TRANSACTIONS IN DATA LAKES | January 2023 | February 2024 | Allow | 13 | 0 | 0 | No | No |
| 18152408 | SYSTEM FOR UPLOADING INFORMATION INTO A METADATA REPOSITORY | January 2023 | April 2023 | Allow | 3 | 0 | 0 | No | No |
| 18149792 | ARCHIVE CENTER FOR CONTENT MANAGEMENT | January 2023 | August 2023 | Allow | 7 | 1 | 0 | No | No |
| 18148277 | ENHANCING TANGIBLE CONTENT ON PHYSICAL ACTIVITY SURFACE | December 2022 | November 2023 | Allow | 10 | 0 | 0 | No | No |
| 18003596 | VIDEO RETRIEVAL METHOD AND APPARATUS, DEVICE AND STORAGE MEDIUM | December 2022 | June 2023 | Allow | 6 | 0 | 0 | No | No |
| 18085882 | RELIABLE HIERARCHICAL STORAGE MANAGEMENT WITH DATA SYNCHRONIZATION | December 2022 | September 2023 | Allow | 9 | 1 | 0 | No | No |
| 18069561 | GENERATING VISUAL DATA STORIES | December 2022 | July 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 18068233 | COGNITIVE AND HEURISTICS-BASED EMERGENT FINANCIAL MANAGEMENT | December 2022 | March 2023 | Allow | 3 | 0 | 0 | Yes | No |
| 18078665 | ANALYSIS OF STREAMING DATA USING DELTAS AND SNAPSHOTS | December 2022 | June 2024 | Allow | 18 | 1 | 0 | No | No |
| 18009426 | Real-Time Micro-Profile Generation Using a Dynamic Tree Structure | December 2022 | July 2024 | Allow | 19 | 0 | 0 | No | No |
| 17992541 | MULTIMEDIA RESOURCE CLASSIFICATION AND RECOMMENDATION | November 2022 | February 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17926457 | DISTRIBUTED GENERATIVE ADVERSARIAL NETWORKS SUITABLE FOR PRIVACY-RESTRICTED DATA | November 2022 | March 2026 | Abandon | 40 | 1 | 0 | No | No |
| 17985552 | System and Method for Cloud-Based Read-Only Folder Synchronization | November 2022 | July 2023 | Allow | 8 | 1 | 0 | No | No |
| 17985115 | METHOD AND APPARATUS FOR PROVIDING USER INTERFACE FOR VIDEO RETRIEVAL | November 2022 | March 2024 | Allow | 16 | 2 | 0 | No | No |
| 17966461 | TRANSACTION MANAGER LIBRARY FOR AUTOMATIC ENLISTING OF DISTRIBUTED XA PARTICIPANTS | October 2022 | March 2024 | Allow | 17 | 0 | 0 | Yes | No |
| 17966528 | TRANSPARENT SNAPSHOT-BASED FILE SYSTEM CONSISTENT VIRTUAL MACHINE PROTECTION | October 2022 | October 2023 | Allow | 12 | 0 | 0 | No | No |
| 17934590 | SEARCHING A DATA SOURCE USING EMBEDDINGS OF A VECTOR SPACE | September 2022 | July 2024 | Allow | 22 | 3 | 0 | Yes | No |
| 17942218 | Smart Interactions for a Digital Duplicate | September 2022 | August 2023 | Allow | 11 | 1 | 0 | Yes | No |
| 17899318 | Catalog Adoption in Procurement | August 2022 | August 2023 | Allow | 12 | 0 | 1 | Yes | No |
| 17822013 | METHOD AND SYSTEM FOR LEARNING BEHAVIOR OF HIGHLY COMPLEX AND NON-LINEAR SYSTEMS | August 2022 | September 2025 | Allow | 37 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner DWIVEDI, MAHESH H.
With a 27.4% 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, 20.5% 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 DWIVEDI, MAHESH H works in Art Unit 2168 and has examined 841 patent applications in our dataset. With an allowance rate of 69.6%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 37 months.
Examiner DWIVEDI, MAHESH H's allowance rate of 69.6% places them in the 31% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by DWIVEDI, MAHESH H receive 2.62 office actions before reaching final disposition. This places the examiner in the 77% 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 DWIVEDI, MAHESH H 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 -0.4% benefit to allowance rate for applications examined by DWIVEDI, MAHESH H. This interview benefit is in the 12% percentile among all examiners. Note: Interviews show limited statistical benefit with this examiner compared to others, though they may still be valuable for clarifying issues.
When applicants file an RCE with this examiner, 21.0% of applications are subsequently allowed. This success rate is in the 24% 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 19.8% of cases where such amendments are filed. This entry rate is in the 24% 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, 37.7% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 35% 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 44.3% of appeals filed. This is in the 10% percentile among all examiners. Of these withdrawals, 29.3% 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, 63.0% are granted (fully or in part). This grant rate is in the 68% percentile among all examiners. Strategic Note: Petitions show above-average success regarding this examiner's actions. Petitionable matters include restriction requirements (MPEP § 1002.02(c)(2)) and various procedural issues.
Examiner's Amendments: This examiner makes examiner's amendments in 2.0% of allowed cases (in the 75% percentile). This examiner makes examiner's amendments more often than average to place applications in condition for allowance (MPEP § 1302.04).
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.