Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19029819 | MULTI-LABEL CLASSIFIER TRAINING | January 2025 | January 2026 | Allow | 12 | 1 | 0 | No | No |
| 19020146 | ENHANCED PROCESSING OF TIME SERIES DATA VIA PARALLELIZATION OF INSTRUCTIONS | January 2025 | December 2025 | Allow | 11 | 1 | 0 | Yes | No |
| 19002050 | FAST TRUNCATION OF LARGE FILES | December 2024 | August 2025 | Allow | 8 | 0 | 0 | Yes | No |
| 18978590 | METHOD, DEVICE AND COMPUTER PROGRAM PRODUCT FOR DATA REPLICATION | December 2024 | December 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18976323 | SYSTEM AND METHOD FOR GENERATING DATABASE QUERIES BASED ON NATURAL LANGUAGE INPUT | December 2024 | January 2026 | Allow | 13 | 1 | 0 | Yes | No |
| 18924173 | DATA MANAGEMENT METHOD AND CORRESPONDING DEVICE | October 2024 | October 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18908044 | TAPE MOUNTING WITH TAG FILTERING | October 2024 | November 2025 | Allow | 13 | 1 | 0 | Yes | No |
| 18826355 | AUTOMATIC VALIDATION OF INPUT FILES | September 2024 | December 2025 | Allow | 16 | 2 | 0 | Yes | No |
| 18821146 | APPARATUS AND A METHOD FOR THE GENERATION OF EXPLOITATION DATA | August 2024 | August 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18668091 | MODIFIED CONFLICT-FREE REPLICA DATA TYPE (CRDT) OPERATION TRANSMISSION WITH CONFLICT AVOIDANCE | May 2024 | December 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18666231 | MACHINE LEARNING AND LANGUAGE MODEL-ASSISTED GEOSPATIAL DATA ANALYSIS AND VISUALIZATION | May 2024 | January 2026 | Allow | 20 | 1 | 0 | Yes | No |
| 18651424 | Content Management Systems Providing Automated Generation of Content Summaries | April 2024 | March 2026 | Allow | 22 | 2 | 0 | Yes | No |
| 18636109 | TECHNIQUES FOR DETERMINISTICALLY ROUTING DATABASE REQUESTS TO DATABASE SERVERS | April 2024 | February 2026 | Allow | 22 | 2 | 0 | Yes | No |
| 18623935 | METHOD OF FACILITATING CONTACT BETWEEN MUTUALLY INTERESTED PEOPLE | April 2024 | December 2025 | Abandon | 21 | 3 | 0 | Yes | No |
| 18586742 | External Services in Distributed Databases | February 2024 | October 2025 | Allow | 20 | 2 | 0 | Yes | No |
| 18439888 | Cache-Generated Frequently Asked Questions Page | February 2024 | November 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18431501 | ANOMALY DETECTION FOR COMPUTING SYSTEMS | February 2024 | October 2025 | Allow | 20 | 1 | 0 | No | No |
| 18579224 | RESOLVING CONFLICTS DURING SYNCHRONIZATION OF DOCUMENT OBJECTS | January 2024 | July 2025 | Allow | 19 | 1 | 0 | Yes | No |
| 18412409 | Efficient Opcode-Driven Pipelined Execution Of Multi-Level Hash Joins | January 2024 | September 2025 | Allow | 20 | 1 | 0 | No | No |
| 18378906 | URL CONTENT REDIRECTION | October 2023 | July 2025 | Allow | 21 | 1 | 0 | No | No |
| 18469967 | INTERACTION WITH A FIELD SIDEBAR FOR FIELD INFORMATION PANEL DISPLAY | September 2023 | July 2025 | Allow | 22 | 3 | 0 | Yes | No |
| 18469232 | ACCELERATION OF PRIVILEGE GRAPH TRAVERSAL | September 2023 | August 2025 | Allow | 23 | 1 | 0 | Yes | No |
| 18464689 | METHOD AND APPARATUS WITH ENTITY LINKING | September 2023 | September 2025 | Allow | 24 | 3 | 0 | Yes | No |
| 17972049 | WEIGHT TRANSFER APPARATUS FOR NEUROMORPHIC DEVICES AND WEIGHT TRANSFER METHOD USING THE SAME | October 2022 | January 2026 | Allow | 39 | 1 | 0 | No | No |
| 17961609 | QUANTUM-COMPUTING-POWERED SYSTEM WITH MULTI-DIMENSIONAL SCALING FOR DATABASE BACKUP, SEARCH, AND RECOVERY | October 2022 | January 2026 | Allow | 39 | 0 | 0 | No | No |
| 17955227 | SYSTEM AND METHOD FOR PERSONALIZATION AND OPERATION OF A PERSONAL BOT | September 2022 | November 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17888849 | SYSTEMS AND METHODS FOR EXPERT GUIDED SEMI-SUPERVISION WITH CONTRASTIVE LOSS FOR MACHINE LEARNING MODELS | August 2022 | October 2025 | Allow | 38 | 1 | 0 | No | No |
| 17797069 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND PROGRAM | August 2022 | December 2025 | Abandon | 40 | 1 | 0 | No | No |
| 17791897 | KNOWLEDGE GRAP PRE-TRAINING METHOD BASED ON STRUCTURAL CONTEXT INFOR | July 2022 | September 2025 | Allow | 38 | 1 | 0 | No | No |
| 17479519 | METHOD AND SYSTEM FOR PROVIDING PERSONALIZED MULTIMODAL OBJECTS IN REAL TIME | September 2021 | December 2025 | Allow | 50 | 2 | 0 | Yes | No |
| 16399342 | COMMUNITY DATA AGGREGATION WITH AUTOMATED FOLLOWUP | April 2019 | January 2020 | Allow | 9 | 1 | 0 | No | No |
| 16272783 | SYSTEMS AND METHODS FOR AUTOMATICALLY IDENTIFYING AND LINKING NAMES IN DIGITAL RESOURCES | February 2019 | September 2020 | Allow | 19 | 0 | 0 | No | No |
| 16258939 | Methods and Apparatus For Serving Relevant Advertisements | January 2019 | January 2021 | Allow | 23 | 1 | 0 | No | No |
| 16249032 | QUESTION ANSWERING SYSTEM USING TOPIC-SENSITIVE SOURCE RELIABILITY SCORING | January 2019 | April 2021 | Allow | 27 | 1 | 0 | No | No |
| 16226133 | OBJECT CREATION FROM HIERARCHICAL METADATA STORED ON A STORAGE DEVICE | December 2018 | March 2021 | Allow | 27 | 2 | 0 | No | No |
| 16203586 | MANAGEMENT OF LONG-RUNNING LOCKS AND TRANSACTIONS ON DATABASE TABLES | November 2018 | October 2020 | Allow | 23 | 1 | 0 | No | No |
| 16034696 | SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING USER INTERFACE ELEMENTS FOR COMPLEX DATABASES | July 2018 | February 2021 | Allow | 31 | 1 | 0 | No | No |
| 15920984 | DETERMINING SUBSTITUTE STATEMENTS | March 2018 | September 2020 | Allow | 30 | 1 | 0 | Yes | No |
| 15920954 | SELECTING AN OPTIMAL COMBINATION OF SYSTEMS FOR QUERY PROCESSING | March 2018 | October 2020 | Allow | 31 | 1 | 0 | Yes | No |
| 15867668 | Subscription Media On Demand IX | January 2018 | October 2020 | Allow | 34 | 1 | 0 | Yes | No |
| 15857753 | SYSTEM AND METHOD OF QUERY PROCESSING WITH SCHEMA CHANGE IN JSON DOCUMENT STORE | December 2017 | January 2020 | Allow | 25 | 1 | 0 | No | No |
| 15836775 | RELEVANCE-ORDERED MESSAGE SEARCH | December 2017 | August 2020 | Allow | 33 | 2 | 0 | Yes | No |
| 15495977 | KNOWLEDGE DISCOVERY SYSTEM | April 2017 | October 2018 | Allow | 17 | 1 | 0 | No | No |
| 15486978 | DYNAMIC EVENT DETECTION SYSTEM AND METHOD | April 2017 | April 2020 | Allow | 36 | 1 | 0 | Yes | No |
| 15453754 | CLUSTERING USING LOCALITY-SENSITIVE HASHING WITH IMPROVED COST MODEL | March 2017 | May 2020 | Allow | 38 | 0 | 0 | Yes | No |
| 15448735 | ACCESSING AN N-WAY LINKED LIST | March 2017 | September 2020 | Allow | 42 | 3 | 0 | Yes | No |
| 15431335 | COMPUTER READABLE ELECTRONIC RECORDS AUTOMATED CLASSIFICATION SYSTEM | February 2017 | January 2019 | Allow | 23 | 1 | 0 | No | No |
| 15413453 | BIAS IDENTIFICATION IN SOCIAL NETWORK POSTS | January 2017 | June 2019 | Allow | 29 | 2 | 0 | Yes | No |
| 15400230 | METHODS FOR INTEGRATING SEMANTIC SEARCH, QUERY, AND ANALYSIS AND DEVICES THEREOF | January 2017 | March 2018 | Allow | 14 | 1 | 0 | Yes | No |
| 15393150 | TOPIC RANKING OF CONTENT ITEMS FOR TOPIC-BASED CONTENT FEEDS | December 2016 | November 2019 | Allow | 35 | 1 | 0 | No | No |
| 15376364 | Subscription Media On Demand VIII (Offline Mode) | December 2016 | November 2017 | Allow | 12 | 1 | 0 | No | No |
| 15358713 | SYSTEM AND METHOD FOR MAINTAINING SHARING GROUPS IN A SERVICE DELIVERY SYSTEM | November 2016 | June 2019 | Allow | 31 | 1 | 0 | Yes | No |
| 15291105 | REALLOCATING JOBS FOR CHECKING DATA QUALITY | October 2016 | July 2017 | Allow | 9 | 1 | 0 | No | No |
| 15271118 | DYNAMIC TRIGGERING OF BLOCK-LEVEL BACKUPS BASED ON BLOCK CHANGE THRESHOLDS AND CORRESPONDING FILE IDENTITIES USING INDEXING IN A DATA STORAGE MANAGEMENT SYSTEM | September 2016 | April 2019 | Allow | 31 | 0 | 0 | Yes | No |
| 15270237 | SIMILAR EMAIL SPAM DETECTION | September 2016 | July 2019 | Allow | 34 | 2 | 0 | No | No |
| 15268401 | MANAGEMENT OF LONG-RUNNING LOCKS AND TRANSACTIONS ON DATABASE TABLES | September 2016 | July 2017 | Allow | 10 | 1 | 0 | Yes | No |
| 15197856 | ON-DEMAND DATABASE CATALOG UPGRADE | June 2016 | April 2020 | Allow | 45 | 3 | 0 | No | No |
| 15145311 | DISTRIBUTED FILE SYSTEM AND METHOD OF CREATING FILES EFFECTIVELY | May 2016 | July 2019 | Allow | 39 | 3 | 0 | Yes | No |
| 15002141 | SUBSCRIPTION MEDIA ON DEMAND VII | January 2016 | October 2016 | Allow | 8 | 0 | 0 | No | No |
| 14965190 | SORTING AN ARRAY CONSISTING OF A LARGE NUMBER OF ELEMENTS | December 2015 | July 2019 | Allow | 43 | 1 | 1 | No | No |
| 14881883 | Component Information and Auxiliary Information Related to Information Management | October 2015 | February 2017 | Allow | 16 | 1 | 0 | No | No |
| 14781535 | METHOD AND SYSTEM FOR PROVIDING A SOCIAL SERVICE BASED ON MUSIC INFORMATION | September 2015 | May 2018 | Allow | 32 | 1 | 0 | No | No |
| 14870042 | SMART TUPLE CONDITION-BASED OPERATION PERFORMANCE | September 2015 | May 2019 | Allow | 44 | 4 | 0 | Yes | No |
| 14865332 | EVALUATING REAL ESTATE PROPERTIES | September 2015 | December 2016 | Allow | 15 | 1 | 0 | No | No |
| 14819341 | COMPUTER READABLE ELECTRONIC RECORDS AUTOMATED CLASSIFICATION SYSTEM | August 2015 | October 2016 | Allow | 14 | 1 | 0 | No | No |
| 14812360 | CONSTRUCTING A DATA ADAPTOR IN AN ENTERPRISE SERVER DATA INGESTION ENVIRONMENT | July 2015 | January 2018 | Allow | 30 | 1 | 0 | No | No |
| 14811196 | INTERNET AND DATABASE MINING TO GENERATE DATABASE RECORDS | July 2015 | May 2018 | Allow | 33 | 3 | 0 | Yes | No |
| 14698663 | AUTOMATED DIGITAL DISCOVERY WITH CURRENT STREAMING | April 2015 | February 2018 | Allow | 34 | 1 | 0 | No | No |
| 14698106 | GENERATING A SCHEMA OF A NOT-ONLY-STRUCTURED-QUERY-LANGUAGE DATABASE | April 2015 | April 2018 | Allow | 35 | 2 | 0 | Yes | No |
| 14698730 | DETERMINING A COMPANY RANK UTILIZING ON-LINE SOCIAL NETWORK DATA | April 2015 | February 2018 | Allow | 33 | 1 | 0 | Yes | No |
| 14685200 | MANAGEMENT OF LONG-RUNNING LOCKS AND TRANSACTIONS ON DATABASE TABLES | April 2015 | June 2016 | Allow | 14 | 1 | 0 | Yes | No |
| 14663819 | LIGHTWEIGHT TABLE COMPARISON | March 2015 | July 2017 | Allow | 28 | 1 | 0 | No | No |
| 14643958 | DYNAMIC EVENT DETECTION SYSTEM AND METHOD | March 2015 | January 2017 | Allow | 22 | 1 | 0 | Yes | No |
| 14623343 | SYSTEM AND METHOD FOR DYNAMICALLY CONFIGURING CONTENT-DRIVEN RELATIONSHIPS AMONG DATA ELEMENTS | February 2015 | April 2016 | Allow | 14 | 1 | 0 | No | No |
| 14542629 | SYSTEM AND METHOD FOR SEARCH WITH THE AID OF IMAGES ASSOCIATED WITH PRODUCT CATEGORIES | November 2014 | June 2016 | Allow | 19 | 2 | 0 | No | No |
| 14536041 | SYSTEM FOR ENHANCING EXPERT-BASED COMPUTERIZED ANALYSIS OF A SET OF DIGITAL DOCUMENTS AND METHODS USEFUL IN CONJUNCTION THEREWITH | November 2014 | December 2015 | Allow | 13 | 1 | 0 | No | No |
| 14526347 | TABLE DATA PERSISTENCE | October 2014 | December 2016 | Allow | 26 | 0 | 0 | No | No |
| 14481558 | Even More Subscription Media On Demand | September 2014 | December 2015 | Allow | 15 | 1 | 0 | No | No |
| 14467780 | System for Automated Computer Support | August 2014 | February 2016 | Allow | 17 | 1 | 0 | No | No |
| 14324414 | SYSTEMS AND METHODS FOR AUTOMATICALLY GENERATING USER INTERFACE ELEMENTS FOR COMPLEX DATABASES | July 2014 | March 2017 | Allow | 32 | 2 | 0 | Yes | No |
| 14295996 | System and Method For Search and Display of Content in the Form of Audio, Video or Audio-Video | June 2014 | November 2015 | Allow | 17 | 1 | 0 | Yes | No |
| 13997174 | USE OF DISCOVERY TO UNDERSTAND USER BEHAVIOR, INTERESTS AND PREFERENCES | May 2014 | January 2017 | Allow | 43 | 2 | 0 | Yes | No |
| 14262313 | SYSTEMS AND METHODS FOR RETRIEVING DATA IN A COMPUTER NETWORK | April 2014 | June 2015 | Allow | 14 | 1 | 0 | No | No |
| 14229774 | Entity Normalization Via Name Normalization | March 2014 | March 2017 | Allow | 35 | 3 | 0 | Yes | No |
| 14217462 | SYSTEM AND METHOD FOR AUGMENTED KNOWLEDGE DISCOVERY | March 2014 | December 2016 | Allow | 33 | 1 | 0 | No | No |
| 14188092 | MEDIA CONTENT CATALOGS | February 2014 | December 2015 | Allow | 22 | 2 | 0 | Yes | No |
| 14182687 | PROVIDING PHOTO HEAT MAPS | February 2014 | March 2017 | Allow | 37 | 1 | 0 | Yes | No |
| 14182909 | ACCESSING AN N-WAY LINKED LIST | February 2014 | February 2017 | Allow | 36 | 2 | 0 | Yes | No |
| 14173186 | COMPUTER READABLE ELECTRONIC RECORDS AUTOMATED CLASSIFICATION SYSTEM | February 2014 | June 2015 | Allow | 16 | 1 | 0 | No | No |
| 14163473 | XML NODE LABELING AND QUERYING USING LOGICAL OPERATORS | January 2014 | October 2016 | Allow | 33 | 1 | 0 | No | No |
| 14163555 | CLUSTERING USING LOCALITY-SENSITIVE HASHING WITH IMPROVED COST MODEL | January 2014 | February 2017 | Allow | 36 | 1 | 1 | Yes | No |
| 14095743 | Component Information and Auxiliary Information Related to Information Management | December 2013 | June 2015 | Allow | 18 | 1 | 0 | No | No |
| 14092617 | Internet Data Mining Method and System | November 2013 | April 2015 | Allow | 17 | 1 | 0 | No | No |
| 14074634 | INQUIRY-ORIENTED USER INPUT APPARATUS AND METHOD | November 2013 | February 2015 | Allow | 15 | 1 | 0 | No | No |
| 13997257 | METHOD AND SYSTEM FOR INCREMENTAL COLLECTION OF FORUM REPLIES | October 2013 | July 2016 | Allow | 37 | 1 | 0 | No | No |
| 14046427 | DATA VISUALIZATION INTERFACE | October 2013 | September 2016 | Allow | 36 | 1 | 0 | No | No |
| 13998070 | Method and apparatus for url address search in url list | September 2013 | November 2016 | Allow | 37 | 2 | 0 | No | No |
| 13997251 | WEBPAGE INFORMATION DETECTION METHOD AND SYSTEM | September 2013 | June 2016 | Allow | 35 | 2 | 0 | No | No |
| 14015782 | SYSTEM FOR LINKED AND NETWORKED DOCUMENT OBJECTS | August 2013 | June 2015 | Allow | 22 | 1 | 0 | Yes | No |
| 13968615 | METHODS AND SYSTEMS FOR ENCODING/DECODING FILES AND TRANSMISSIONS THEREOF | August 2013 | May 2014 | Allow | 9 | 0 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner ALAM, SHAHID AL.
With a 58.8% reversal rate, the PTAB has reversed the examiner's rejections more often than affirming them. This reversal rate is in the top 25% across the USPTO, indicating that appeals are more successful here than in most other areas.
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, 44.4% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is above the USPTO average, suggesting that filing an appeal can be an effective strategy for prompting 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 is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner ALAM, SHAHID AL works in Art Unit 2161 and has examined 342 patent applications in our dataset. With an allowance rate of 98.2%, this examiner allows applications at a higher rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 35 months.
Examiner ALAM, SHAHID AL's allowance rate of 98.2% places them in the 91% percentile among all USPTO examiners. This examiner is more likely to allow applications than most examiners at the USPTO.
On average, applications examined by ALAM, SHAHID AL receive 1.84 office actions before reaching final disposition. This places the examiner in the 43% percentile for office actions issued. This examiner issues fewer office actions than average, which may indicate efficient prosecution or a more lenient examination style.
The median time to disposition (half-life) for applications examined by ALAM, SHAHID AL is 35 months. This places the examiner in the 39% percentile for prosecution speed. Prosecution timelines are slightly slower than average with this examiner.
Conducting an examiner interview provides a -2.8% benefit to allowance rate for applications examined by ALAM, SHAHID AL. This interview benefit is in the 8% 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, 36.4% of applications are subsequently allowed. This success rate is in the 82% percentile among all examiners. Strategic Insight: RCEs are highly effective with this examiner compared to others. If you receive a final rejection, filing an RCE with substantive amendments or arguments has a strong likelihood of success.
This examiner enters after-final amendments leading to allowance in 38.7% of cases where such amendments are filed. This entry rate is in the 59% percentile among all examiners. Strategic Recommendation: This examiner shows above-average receptiveness to after-final amendments. If your amendments clearly overcome the rejections and do not raise new issues, consider filing after-final amendments before resorting to an RCE.
When applicants request a pre-appeal conference (PAC) with this examiner, 46.2% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 41% 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 69.6% of appeals filed. This is in the 56% percentile among all examiners. Of these withdrawals, 33.3% 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, 78.4% are granted (fully or in part). This grant rate is in the 83% 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 14.6% of allowed cases (in the 96% 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 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.