Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19221957 | SYSTEMS FOR ITERATIVE POPULATION, QUERY PROCESSING, AND RELEVANCE RANKING OF GOVERNMENTAL DATA ACROSS HETEROGENEOUS DATABASES AND METHODS OF USE THEREOF | May 2025 | August 2025 | Allow | 2 | 0 | 0 | No | No |
| 18947385 | SYSTEMS AND METHODS FOR CATEGORIZING AND PRESENTING PERFORMANCE ASSESSMENT DATA | November 2024 | March 2026 | Abandon | 16 | 1 | 0 | No | No |
| 18930926 | SYSTEMS AND METHODS FOR NODE GRAPH DATA STORAGE ACROSS DISPARATE DATA SOURCES | October 2024 | May 2025 | Allow | 7 | 2 | 0 | Yes | No |
| 18903204 | MATCHING RESULT DISPLAY DEVICE, MATCHING RESULT DISPLAY METHOD, PROGRAM, AND RECORDING MEDIUM | October 2024 | July 2025 | Allow | 9 | 0 | 0 | No | No |
| 18658765 | METHOD, APPARATUS, DEVICE, AND STORAGE MEDIUM FOR DATA PROCESSING OF GRAPH DATABASE | May 2024 | November 2024 | Allow | 6 | 1 | 0 | No | No |
| 18658418 | Dataflow Graph Processing with Expectations | May 2024 | October 2025 | Allow | 18 | 2 | 0 | Yes | No |
| 18651655 | DATA MODEL GENERATOR LEVERAGING A LANGUAGE MODEL | April 2024 | September 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18650903 | SYSTEM AND METHOD FOR DYNAMIC QUERY MANAGEMENT USING META-DESCRIPTIONS IN A CONVERSATIONAL SEARCH ENGINE | April 2024 | January 2026 | Allow | 21 | 2 | 0 | Yes | No |
| 18637624 | DATA QUERY REQUEST PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | April 2024 | September 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18610495 | METHOD AND SYSTEM FOR INCREMENTAL METAPATH STORAGE AND DYNAMIC MAINTENANCE | March 2024 | December 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18599945 | Methods and Systems for Building and/or Using a Graph Data Structure | March 2024 | March 2025 | Allow | 12 | 0 | 0 | No | No |
| 18598055 | SYSTEMS AND METHODS FOR BIDIRECTIONAL CONTENT SYNCHING AND COLLABORATION THROUGH EXTERNAL SYSTEMS | March 2024 | April 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18435258 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING SYSTEM, AND INFORMATION PROCESSING METHOD | February 2024 | December 2025 | Abandon | 22 | 2 | 0 | No | No |
| 18428595 | AUTOMATIC RECOMPILATION FOR PARAMETERIZED QUERIES | January 2024 | July 2025 | Allow | 17 | 1 | 0 | Yes | No |
| 18406735 | Systems and Methods for Full Lateral Traversal Across Layers of a Tree-Based Representation | January 2024 | September 2025 | Allow | 21 | 2 | 0 | Yes | No |
| 18537409 | SYSTEMS AND METHODS FOR CATEGORIZING AND PRESENTING PERFORMANCE ASSESSMENT DATA | December 2023 | February 2025 | Abandon | 14 | 1 | 0 | No | No |
| 18384946 | MATCHING RESULT DISPLAY DEVICE, MATCHING RESULT DISPLAY METHOD, PROGRAM, AND RECORDING MEDIUM | October 2023 | June 2024 | Allow | 8 | 0 | 0 | No | No |
| 18384950 | MATCHING RESULT DISPLAY DEVICE, MATCHING RESULT DISPLAY METHOD, PROGRAM, AND RECORDING MEDIUM | October 2023 | June 2024 | Allow | 7 | 0 | 0 | No | No |
| 18496684 | REAL-TIME STREAMING GRAPH QUERIES | October 2023 | November 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18477137 | AGGREGATED PHYSICAL AND LOGICAL NETWORK MESH VIEW | September 2023 | May 2024 | Allow | 7 | 0 | 0 | No | No |
| 18370163 | PRODUCTIVITY IMPROVEMENTS IN DOCUMENT COMPREHENSION | September 2023 | October 2025 | Allow | 25 | 2 | 0 | No | No |
| 18362149 | Systems and Methods for Full Lateral Traversal Across Layers of a Tree-Based Representation | July 2023 | November 2023 | Allow | 3 | 1 | 0 | No | No |
| 18331468 | ENHANCED SEARCH AUTOCOMPLETION FRAMEWORK | June 2023 | November 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 18331820 | APPARATUS AND METHOD FOR GUARANTEEING EXACTLY ONCE DELIVERY OF CHANGE DATA EVENTS TO A DOCUMENT-ORIENTED DATABASE ON RECOVERY | June 2023 | October 2025 | Allow | 28 | 2 | 0 | No | No |
| 18331274 | File Access Method, Storage Node, and Network Interface Card | June 2023 | December 2025 | Allow | 30 | 3 | 0 | Yes | No |
| 18205393 | DEDUPLICATED STORAGE DISK SPACE UTILIZATION | June 2023 | August 2025 | Allow | 27 | 3 | 0 | Yes | No |
| 18201310 | Methods and Systems for Building and/or Using a Graph Data Structure | May 2023 | December 2023 | Allow | 6 | 1 | 0 | Yes | No |
| 18117306 | REAL-TIME PROCESSING OF A DATA STREAM USING A GRAPH-BASED DATA MODEL | March 2023 | April 2025 | Allow | 25 | 2 | 0 | No | No |
| 18017875 | SUB-GRAPH MATCHING POLICY DETERMINATION METHOD, SUB-GRAPH MATCHING METHOD, SUB-GRAPH COUNTING METHOD AND CALCULATION DEVICE | January 2023 | June 2024 | Abandon | 16 | 2 | 0 | Yes | No |
| 18159028 | MONITORING SEARCH PERFORMANCE FOR SCHEDULED SEARCHES AT A COMPONENT LEVEL GRANULARITY | January 2023 | August 2025 | Allow | 31 | 3 | 0 | Yes | No |
| 18091253 | SYSTEMS AND METHODS FOR CATEGORIZING AND PRESENTING PERFORMANCE ASSESSMENT DATA | December 2022 | April 2024 | Abandon | 15 | 1 | 0 | No | No |
| 18089349 | DATAFLOW GRAPH PROCESSING | December 2022 | February 2024 | Allow | 14 | 1 | 0 | No | No |
| 18067902 | COMPRESSED GRAPH NOTATION | December 2022 | April 2025 | Allow | 28 | 2 | 0 | No | No |
| 18068497 | METHODS AND SYSTEMS FOR MANAGING LIST DATA STRUCTURES IN EVENT-DRIVEN SYSTEMS | December 2022 | December 2025 | Abandon | 36 | 4 | 0 | No | No |
| 18067848 | OPTIMIZING SPARQL QUERIES IN A DISTRIBUTED GRAPH DATABASE | December 2022 | December 2025 | Allow | 36 | 4 | 0 | No | No |
| 18010319 | Systems and Methods for Generating Contextual Dynamic Content | December 2022 | June 2025 | Abandon | 30 | 2 | 0 | No | No |
| 18009213 | IMAGE SELECTION APPARATUS, IMAGE SELECTION METHOD, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM | December 2022 | May 2025 | Abandon | 29 | 2 | 0 | Yes | No |
| 18009155 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND NON-TRANSITORY STORAGE MEDIUM | December 2022 | August 2024 | Allow | 21 | 1 | 0 | Yes | No |
| 18073541 | SYSTEM AND METHOD FOR INFORMATION STORAGE USING BLOCKCHAIN DATABASES COMBINED WITH POINTER DATABASES | December 2022 | October 2025 | Allow | 35 | 3 | 0 | No | No |
| 18054642 | GARBAGE COLLECTION BASED ON METADATA INDICATING UNMODIFIED OBJECTS | November 2022 | May 2024 | Allow | 18 | 1 | 0 | No | No |
| 18054323 | DATA QUERY APPARATUS, METHOD AND STORAGE MEDIUM | November 2022 | April 2025 | Allow | 29 | 3 | 0 | Yes | No |
| 17981746 | METHOD AND SYSTEM FOR DATA MINING | November 2022 | October 2025 | Allow | 36 | 4 | 0 | No | No |
| 17979498 | AGGREGATED PHYSICAL AND LOGICAL NETWORK MESH VIEW | November 2022 | June 2023 | Allow | 8 | 1 | 0 | No | No |
| 17973286 | Method for Obtaining Manufacturer Usage Description Mud File, Device, and System | October 2022 | December 2024 | Abandon | 25 | 2 | 0 | No | No |
| 17950628 | METHOD AND SYSTEM FOR ONLINE USER PROFILING | September 2022 | November 2025 | Allow | 38 | 5 | 0 | No | No |
| 17903781 | DATA INGESTION TO GENERATE LAYERED DATASET INTERRELATIONS TO FORM A SYSTEM OF NETWORKED COLLABORATIVE DATASETS | September 2022 | December 2025 | Allow | 40 | 4 | 0 | No | No |
| 17902749 | DATA INGESTION TO GENERATE LAYERED DATASET INTERRELATIONS TO FORM A SYSTEM OF NETWORKED COLLABORATIVE DATASETS | September 2022 | February 2026 | Abandon | 41 | 4 | 0 | No | No |
| 17897472 | STREAMLINED DATA ENGINEERING | August 2022 | July 2023 | Allow | 10 | 1 | 0 | No | No |
| 17828073 | GEO-CLUSTERING FOR DATA DE-IDENTIFICATION | May 2022 | July 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17663493 | TIME AWARE GRAPHS | May 2022 | April 2025 | Allow | 35 | 3 | 0 | No | No |
| 17663044 | METHOD, DEVICE AND STORAGE MEDIUM FOR DEDUPLICATING ENTITY NODES IN GRAPH DATABASE | May 2022 | February 2024 | Allow | 21 | 1 | 0 | No | No |
| 17738677 | INFRASTRUCTURE FOR QUERYABLE SUPERGRAPH SUBSET REPRESENTATIONS | May 2022 | July 2025 | Allow | 38 | 3 | 0 | No | No |
| 17726357 | ARCHITECTURE FOR DATA PROCESSING AND USER EXPERIENCE TO PROVIDE DECISION SUPPORT | April 2022 | February 2025 | Abandon | 34 | 2 | 1 | Yes | No |
| 17700394 | METHOD AND SYSTEM FOR FACILITATING GRAPH CLASSIFICATION | March 2022 | January 2024 | Abandon | 22 | 1 | 0 | No | No |
| 17700417 | SYSTEM AND METHOD FOR INFORMATION STORAGE USING BLOCKCHAIN DATABASES COMBINED WITH POINTER DATABASES | March 2022 | August 2022 | Allow | 4 | 0 | 0 | No | No |
| 17694100 | Related Data Extraction Apparatus, Related Data Extraction System, Related Data Extraction Method, and Related Data Extraction Program | March 2022 | August 2024 | Allow | 29 | 1 | 0 | No | No |
| 17688669 | SYSTEMS AND METHODS FOR CATEGORIZING AND PRESENTING PERFORMANCE ASSESSMENT DATA | March 2022 | April 2023 | Abandon | 13 | 1 | 0 | No | No |
| 17669156 | MANAGING DATASETS GENERATED BY SEARCH QUERIES | February 2022 | August 2024 | Allow | 30 | 3 | 0 | Yes | No |
| 17667974 | VISUALLY EXPLORING IMPLICIT FEATURES OF HIERARCHICAL GRAPHS BASED ON ATTRIBUTES OF NODES OF THE GRAPHS | February 2022 | August 2024 | Allow | 30 | 3 | 0 | Yes | No |
| 17631095 | DATA INTERPRETATION APPARATUS, METHOD, AND PROGRAM, DATA INTEGRATION APPARATUS, METHOD, AND PROGRAM, AND DIGITAL CITY ESTABLISHING SYSTEM | January 2022 | February 2023 | Allow | 13 | 1 | 0 | No | No |
| 17519157 | SYSTEM AND METHOD FOR DATABASE REPLICATION BENCHMARK TESTING USING A PIPELINE-BASED MICROSERVICES MODEL | November 2021 | February 2024 | Allow | 27 | 1 | 0 | No | No |
| 17508654 | Systems and Methods for Multi-system Networking and Content Delivery Using Taxonomy Schemes | October 2021 | July 2025 | Allow | 45 | 6 | 0 | Yes | No |
| 17484670 | GENERATING AND PRESENTING A TEXT-BASED GRAPH OBJECT | September 2021 | August 2024 | Allow | 34 | 2 | 0 | Yes | No |
| 17474270 | INTELLIGENT INSIGHTS ACROSS APPLICATIONS | September 2021 | January 2024 | Abandon | 28 | 1 | 0 | Yes | No |
| 17466566 | Systems and Methods for Identifying Groups Relevant to Stored Objectives and Recommending Actions | September 2021 | January 2024 | Abandon | 28 | 2 | 0 | No | No |
| 17459661 | CYGRAPH GRAPH DATA INGEST AND ENRICHMENT PIPELINE | August 2021 | October 2025 | Allow | 50 | 4 | 0 | Yes | No |
| 17408146 | PROXIMITY GRAPH MAINTENANCE FOR FAST ONLINE NEAREST NEIGHBOR SEARCH | August 2021 | April 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17402405 | Interactive Map-Based User Search for Online Dating Candidates | August 2021 | January 2024 | Allow | 30 | 2 | 0 | Yes | Yes |
| 17400719 | Identity Graph Data Structure with Entity-Level Opt-Ins | August 2021 | October 2023 | Allow | 26 | 1 | 0 | No | No |
| 17399671 | PREDICTIVE ASSET OPTIMIZATION FOR COMPUTER RESOURCES | August 2021 | July 2022 | Allow | 12 | 1 | 0 | Yes | No |
| 17443029 | MATCHING RESULT DISPLAY DEVICE, MATCHING RESULT DISPLAY METHOD, PROGRAM, AND RECORDING MEDIUM | July 2021 | July 2024 | Allow | 36 | 4 | 0 | Yes | No |
| 17372381 | GATHERING INFORMATION ON USER INTERACTIONS WITH NATURAL LANGUAGE PROCESSOR (NLP) ITEMS TO DETERMINE AN ORDER IN WHICH TO PRESENT NLP ITEMS | July 2021 | March 2023 | Abandon | 20 | 1 | 0 | No | No |
| 17362450 | DATAFLOW GRAPH PROCESSING | June 2021 | September 2022 | Allow | 15 | 1 | 0 | No | No |
| 17361504 | SEVERITY COMPUTATION OF ANOMALIES IN INFORMATION TECHNOLOGY OPERATIONS | June 2021 | September 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17362456 | DATAFLOW GRAPH PROCESSING WITH EXPECTATIONS | June 2021 | February 2024 | Allow | 31 | 3 | 0 | Yes | No |
| 17357925 | INGESTION SYSTEM FOR DISTRIBUTED GRAPH DATABASE | June 2021 | April 2024 | Allow | 33 | 1 | 2 | Yes | No |
| 17356192 | Graph Storage in a Database | June 2021 | February 2023 | Allow | 20 | 1 | 0 | No | No |
| 17356113 | SYSTEM AND ARCHITECTURE FOR STANDARDIZING AND CENTRALIZING DATA MOVEMENT BETWEEN SYSTEMS | June 2021 | August 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17353878 | STREAMLINED DATA ENGINEERING | June 2021 | August 2022 | Allow | 14 | 1 | 0 | No | No |
| 17349059 | COMPUTER-IMPLEMENTED METHOD FOR KEYWORD SEARCH IN A KNOWLEDGE GRAPH | June 2021 | April 2022 | Allow | 10 | 1 | 0 | No | No |
| 17341430 | DUPLICATE DETERMINATION IN A GRAPH | June 2021 | July 2022 | Allow | 13 | 1 | 0 | No | No |
| 17335338 | SYSTEM AND METHOD FOR INFORMATION STORAGE USING BLOCKCHAIN DATABASES COMBINED WITH POINTER DATABASES | June 2021 | November 2021 | Allow | 6 | 0 | 0 | No | No |
| 17334420 | MAPPING OF PERSONALLY-IDENTIFIABLE INFORMATION TO A PERSON BASED ON NATURAL LANGUAGE COREFERENCE RESOLUTION | May 2021 | April 2023 | Allow | 22 | 1 | 0 | No | No |
| 17334440 | MAPPING OF PERSONALLY-IDENTIFIABLE INFORMATION TO A PERSON-BASED ON TRAVERSAL OF A GRAPH | May 2021 | January 2024 | Allow | 32 | 3 | 0 | No | No |
| 17329892 | DISTRIBUTED PROMOTIONAL PLATFORM FOR PROMOTING SECURITIES INFORMATION | May 2021 | December 2022 | Abandon | 19 | 1 | 0 | No | No |
| 17328983 | REAL-TIME PROCESSING OF A DATA STREAM USING A GRAPH-BASED DATA MODEL | May 2021 | January 2023 | Allow | 20 | 1 | 0 | No | No |
| 17325097 | REAL-TIME STREAMING GRAPH QUERIES | May 2021 | July 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17318701 | DEVICE AND METHOD FOR DISCOVERING CAUSAL PATTERNS | May 2021 | September 2023 | Allow | 28 | 3 | 0 | Yes | No |
| 17313958 | ARCHITECTURE FOR DATA PROCESSING AND USER EXPERIENCE TO PROVIDE DECISION SUPPORT | May 2021 | April 2022 | Abandon | 12 | 3 | 0 | Yes | No |
| 17313485 | System for automatically discovering, enriching and remediating entities interacting in a computer network | May 2021 | March 2026 | Allow | 58 | 9 | 0 | No | No |
| 17246359 | DATA INGESTION TO GENERATE LAYERED DATASET INTERRELATIONS TO FORM A SYSTEM OF NETWORKED COLLABORATIVE DATASETS | April 2021 | June 2022 | Allow | 13 | 1 | 0 | No | No |
| 17239261 | AUTOMATIC MODEL SELECTION FOR A TIME SERIES | April 2021 | July 2023 | Allow | 27 | 3 | 0 | Yes | No |
| 17236725 | CREATING AND MANAGING EXECUTION OF WORKFLOW PORTIONS USING CHAOS ACTION SETS | April 2021 | July 2024 | Abandon | 39 | 4 | 0 | No | No |
| 17231237 | SYSTEMS AND METHODS FOR RESOLVING ERRORS IN DATASETS FOR ONLINE ORDERS | April 2021 | July 2023 | Allow | 27 | 2 | 0 | No | No |
| 17228192 | METHOD AND SYSTEM FOR KEYWORD SEARCH OVER A KNOWLEDGE GRAPH | April 2021 | March 2024 | Abandon | 35 | 4 | 0 | No | No |
| 17228297 | METHOD AND SYSTEM FOR KEYWORD SEARCH OVER A KNOWLEDGE GRAPH | April 2021 | September 2022 | Allow | 18 | 2 | 0 | No | No |
| 17225228 | RANGE OVERLAP QUERY RESPONSE SYSTEM FOR GRAPH DATA | April 2021 | July 2021 | Allow | 3 | 1 | 0 | No | No |
| 17223470 | ASSERTED RELATIONSHIP DATA STRUCTURE | April 2021 | August 2022 | Allow | 16 | 1 | 0 | No | No |
| 17206633 | CONCURRENT COMPUTATION ON DATA STREAMS USING COMPUTATIONAL GRAPHS | March 2021 | March 2024 | Allow | 36 | 4 | 0 | Yes | No |
| 17207460 | QUERY METHOD, APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | March 2021 | July 2022 | Allow | 16 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner MIAN, MUHAMMAD U.
With a 41.7% 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 MIAN, MUHAMMAD U works in Art Unit 2163 and has examined 322 patent applications in our dataset. With an allowance rate of 67.7%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 32 months.
Examiner MIAN, MUHAMMAD U's allowance rate of 67.7% places them in the 29% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by MIAN, MUHAMMAD U receive 2.47 office actions before reaching final disposition. This places the examiner in the 72% percentile for office actions issued. This examiner issues a slightly above-average number of office actions.
The median time to disposition (half-life) for applications examined by MIAN, MUHAMMAD U is 32 months. This places the examiner in the 50% percentile for prosecution speed. Prosecution timelines are slightly faster than average with this examiner.
Conducting an examiner interview provides a +23.0% benefit to allowance rate for applications examined by MIAN, MUHAMMAD U. This interview benefit is in the 69% percentile among all examiners. Recommendation: Interviews provide an above-average benefit with this examiner and are worth considering.
When applicants file an RCE with this examiner, 26.6% of applications are subsequently allowed. This success rate is in the 45% 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 11.1% of cases where such amendments are filed. This entry rate is in the 11% 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, 0.0% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 6% percentile among all examiners. Note: Pre-appeal conferences show limited success with this examiner compared to others. While still worth considering, be prepared to proceed with a full appeal brief if the PAC does not result in favorable action.
This examiner withdraws rejections or reopens prosecution in 42.9% of appeals filed. This is in the 9% percentile among all examiners. Of these withdrawals, 11.1% 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, 24.4% are granted (fully or in part). This grant rate is in the 12% percentile among all examiners. Strategic Note: Petitions are rarely granted regarding this examiner's actions compared to other examiners. Ensure you have a strong procedural basis before filing a petition, as the Technology Center Director typically upholds this examiner's decisions.
Examiner's Amendments: This examiner makes examiner's amendments in 1.6% of allowed cases (in the 72% 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 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.