Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18739144 | NATURAL AUDIO UNDERSTANDING FOR MONITORING SECURITY RECORDINGS | June 2024 | September 2025 | Abandon | 16 | 1 | 0 | No | No |
| 18651368 | METHOD AND COMPUTER DEVICE FOR MERGING MULTI-FORMAT FILES INTO ONE OFD FILE | April 2024 | September 2025 | Abandon | 17 | 2 | 0 | No | No |
| 18411498 | SYSTEMS AND METHODS OF SECURE NETWORKED DATA EXCHANGE | January 2024 | February 2026 | Abandon | 25 | 1 | 0 | No | No |
| 18507155 | COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING APPARATUS | November 2023 | February 2026 | Abandon | 27 | 1 | 0 | No | No |
| 18376291 | SYSTEMS AND METHODS FOR MODIFYING JSON FILES | October 2023 | February 2026 | Abandon | 29 | 4 | 0 | Yes | No |
| 18249458 | SORTING METHOD, APPARATUS AND DEVICE, AND COMPUTER STORAGE MEDIUM | April 2023 | August 2025 | Abandon | 28 | 2 | 0 | No | No |
| 18245116 | Event Organizer System | March 2023 | February 2025 | Abandon | 23 | 1 | 0 | No | No |
| 18104763 | SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED QUERY CONTEXT GENERATION AND QUERY RESPONSE HANDLING | February 2023 | April 2024 | Allow | 14 | 2 | 0 | Yes | No |
| 18065569 | DATA READ METHOD, DATA UPDATE METHOD, ELECTRONIC DEVICE, AND PROGRAM PRODUCT | December 2022 | June 2024 | Allow | 18 | 1 | 0 | Yes | No |
| 17966910 | METHOD OF RETRIEVING DATA AND COMPUTER-READABLE RECORDING MEDIUM STORING DATA RETRIEVAL PROGRAM | October 2022 | May 2024 | Abandon | 19 | 1 | 0 | No | No |
| 17945572 | SYSTEM AND METHOD FOR EXPRESSION PARSER, INVOKER AND TRANSFORMATION OF DATA | September 2022 | October 2024 | Allow | 25 | 2 | 0 | No | No |
| 17902183 | PIPELINE FOR DOCUMENT SCORING | September 2022 | October 2023 | Allow | 13 | 1 | 0 | Yes | No |
| 17854833 | METHOD AND SYSTEM FOR USING DYNAMIC CONTENT TYPES | June 2022 | August 2024 | Allow | 26 | 4 | 0 | Yes | No |
| 17847051 | Search Method, Apparatus, Electronic Device, Storage Medium and Program Product | June 2022 | July 2024 | Allow | 24 | 2 | 0 | No | No |
| 17831473 | MULTI-PHASE TRAINING OF MACHINE LEARNING MODELS FOR SEARCH RESULTS RANKING | June 2022 | August 2025 | Abandon | 38 | 4 | 0 | Yes | No |
| 17777219 | SEARCH APPARATUS, SEARCH METHOD, AND STORAGE MEDIUM | May 2022 | November 2024 | Allow | 30 | 2 | 0 | Yes | No |
| 17769150 | MANAGEMENT DEVICE, MANAGEMENT METHOD, AND RECORDING MEDIUM | April 2022 | May 2025 | Abandon | 37 | 2 | 0 | Yes | No |
| 17702028 | PLATFORM FOR COLLOBARATIVE ANALYSIS OF ELECTRONIC RECORDS | March 2022 | December 2023 | Abandon | 20 | 3 | 0 | No | No |
| 17699421 | AI-BASED RECOMMENDATION METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | March 2022 | September 2024 | Allow | 30 | 4 | 0 | Yes | No |
| 17690247 | COMPUTER SYSTEM, AND DATA RETRIEVAL SUPPORT METHOD | March 2022 | April 2024 | Abandon | 25 | 2 | 0 | No | No |
| 17690183 | RECOMMENDER SYSTEM FOR TUNING PARAMETERS TO GENERATE DATA ANALYTICS MODEL AND METHOD THEREOF | March 2022 | September 2024 | Allow | 30 | 2 | 0 | No | No |
| 17686896 | SYSTEM AND METHOD FOR GENERATING ONE OR MORE EMBEDDINGS OF ONE OR MORE ENTITIES | March 2022 | August 2023 | Abandon | 17 | 1 | 0 | No | No |
| 17672141 | DYNAMIC FILTER AND PROJECTION PUSH DOWN | February 2022 | September 2023 | Allow | 19 | 1 | 0 | Yes | No |
| 17635203 | METHOD FOR GENERATING A COHERENT REPRESENTATION FOR AT LEAST TWO LOG FILES | February 2022 | April 2024 | Allow | 26 | 2 | 0 | No | No |
| 17650390 | REFLECTING METADATA ANNOTATED IN CRAWLED DOCUMENTS TO ORIGINAL DATA SOURCES | February 2022 | August 2024 | Allow | 31 | 2 | 0 | Yes | No |
| 17668358 | TRAINING A MACHINE LEARNED MODEL TO DETERMINE RELEVANCE OF ITEMS TO A QUERY USING DIFFERENT SETS OF TRAINING DATA FROM A COMMON DOMAIN | February 2022 | October 2024 | Allow | 32 | 2 | 0 | Yes | No |
| 17666965 | THREE-DIMENSIONAL MODEL CONFIGURATOR METHOD | February 2022 | March 2024 | Allow | 25 | 2 | 0 | No | No |
| 17589778 | AUTOMATIC DETERMINATION OF ALTERNATIVE PATHS FOR A PROCESS FLOW USING MACHINE LEARNING | January 2022 | June 2024 | Allow | 29 | 2 | 0 | Yes | No |
| 17580546 | SYSTEM AND METHOD FOR MICRO-CODED SEARCHING PLATFORM | January 2022 | August 2023 | Abandon | 19 | 1 | 0 | No | No |
| 17576720 | SYSTEMS AND METHODS FOR QUERY ENGINE ANALYSIS | January 2022 | February 2024 | Allow | 25 | 1 | 0 | Yes | No |
| 17572668 | MEASURING RELEVANCE OF DATASETS TO A DATA SCIENCE MODEL | January 2022 | December 2023 | Allow | 23 | 2 | 0 | Yes | No |
| 17564783 | GLOBAL CONFIDENCE CLASSIFIER FOR INFORMATION RETRIEVAL IN CONTACT CENTERS | December 2021 | August 2024 | Allow | 31 | 3 | 0 | Yes | No |
| 17558875 | UNIFIED SEARCH FOR DUAL DOMAINS | December 2021 | July 2024 | Allow | 31 | 3 | 0 | Yes | No |
| 17547516 | ASSOCIATING ARTICLES TO CORRESPONDING EVENTS | December 2021 | July 2024 | Allow | 32 | 3 | 0 | Yes | No |
| 17548427 | METRIC DATA PROCESSING AND STORAGE | December 2021 | August 2024 | Allow | 33 | 3 | 0 | Yes | No |
| 17529983 | METHOD AND SYSTEM FOR VERIFYING SETTLEMENT DEMANDS FOR SUBROGATION CLAIMS USING A DISTRIBUTED LEDGER | November 2021 | August 2025 | Abandon | 45 | 4 | 0 | Yes | Yes |
| 17526927 | PRUNING DATA SEGMENTS STORED IN CLOUD STORAGE TO RECLAIM CLOUD STORAGE SPACE | November 2021 | February 2024 | Abandon | 27 | 1 | 0 | No | No |
| 17526622 | FILE INGESTION IN A MULTI-TENANT CLOUD ENVIRONMENT | November 2021 | August 2024 | Allow | 33 | 4 | 0 | Yes | No |
| 17519561 | SYSTEMS AND METHODS FOR SELECTION OF A FIRST RECORD OBJECT FOR ASSOCIATION WITH SECOND RECORD OBJECTS BASED ON CONNECTION PROFILES | November 2021 | April 2023 | Allow | 17 | 2 | 0 | No | No |
| 17515137 | QUANTIZATION OF DATA STREAMS OF INSTRUMENTED SOFTWARE AND HANDLING OF DELAYED OR LATE DATA | October 2021 | August 2023 | Allow | 22 | 1 | 0 | Yes | No |
| 17513580 | CHANGE BLOCK TRACKING IN CLOUD ORCHESTRATION SYSTEMS | October 2021 | June 2024 | Allow | 32 | 2 | 0 | No | Yes |
| 17508853 | SYSTEMS AND METHODS FOR QUANTIFYING SAVED TIME | October 2021 | March 2024 | Allow | 29 | 3 | 0 | Yes | Yes |
| 17451799 | SYSTEMS AND METHODS OF SECURE NETWORKED DATA EXCHANGE | October 2021 | September 2023 | Allow | 23 | 2 | 0 | No | No |
| 17502133 | STORAGE MEDIUM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING DEVICE | October 2021 | December 2024 | Abandon | 38 | 4 | 0 | No | No |
| 17496615 | MULTI-TENANT, METADATA-DRIVEN RECOMMENDATION SYSTEM | October 2021 | August 2023 | Allow | 23 | 2 | 0 | Yes | No |
| 17490883 | ROAD SIGN INFORMATION PRESENTATION | September 2021 | November 2024 | Abandon | 37 | 4 | 0 | Yes | No |
| 17478947 | CREATING A TRAINED DATABASE | September 2021 | May 2023 | Abandon | 20 | 1 | 0 | No | No |
| 17469104 | LINKING, DEPLOYING, AND EXECUTING DISTRIBUTED ANALYTICS WITH DISTRIBUTED DATASETS | September 2021 | August 2024 | Allow | 35 | 4 | 0 | Yes | No |
| 17395759 | DATA PROCESSING SYSTEMS AND METHODS FOR AUTOMATICALLY REDACTING UNSTRUCTURED DATA FROM A DATA SUBJECT ACCESS REQUEST | August 2021 | May 2022 | Allow | 9 | 1 | 0 | Yes | No |
| 17393083 | ARTIFICIAL INTELLIGENCE (AI) BASED DATA PROCESSING | August 2021 | December 2023 | Allow | 29 | 2 | 0 | Yes | Yes |
| 17380516 | Predictively Presenting Search Capabilities | July 2021 | September 2023 | Allow | 26 | 2 | 0 | Yes | Yes |
| 17377250 | Systems and Methods for Intelligent Automatic Filing of Documents in a Content Management System | July 2021 | August 2023 | Allow | 25 | 1 | 0 | Yes | No |
| 17360894 | CONTENT IMPORTING WITH DISCOVERY IN A COLLABORATIVE ENVIRONMENT | June 2021 | July 2023 | Allow | 25 | 1 | 0 | Yes | No |
| 17339684 | METHODS AND SYSTEMS FOR ALTERING ACCESS RIGHTS SET ON DIGITAL DOCUMENTS BASED ON TEMPORAL EVENTS | June 2021 | December 2023 | Abandon | 30 | 2 | 0 | No | No |
| 17303610 | CONTINUOUS DATA PROTECTION IN CLOUD USING STREAMS | June 2021 | January 2026 | Abandon | 56 | 6 | 0 | No | No |
| 17337086 | DEDUPLICATING DATA INTEGRITY CHECKS ACROSS SYSTEMS | June 2021 | April 2024 | Allow | 34 | 3 | 0 | Yes | No |
| 17324850 | METHOD AND SYSTEM FOR UPDATING FILES | May 2021 | September 2024 | Abandon | 40 | 5 | 0 | Yes | No |
| 17321138 | SYNTHESIZING MULTI-OPERATOR DATA TRANSFORMATION PIPELINES | May 2021 | September 2023 | Allow | 28 | 2 | 0 | No | No |
| 17302876 | Context-Independent Conversational Flow | May 2021 | February 2024 | Allow | 33 | 1 | 0 | Yes | No |
| 17243167 | SERVICE PROVIDING APPARATUS AND METHOD FOR PROVIDING SEARCH INTENT | April 2021 | June 2023 | Abandon | 26 | 1 | 0 | No | No |
| 17235285 | AUTOMATICALLY DETECTING DATA OFFLOADING METHODS USING DATA BUCKETING AND MACHINE LEARNING TECHNIQUES | April 2021 | June 2023 | Allow | 26 | 2 | 0 | Yes | No |
| 17234598 | SYSTEMS AND METHODS FOR WEB CONTENT INSPECTION | April 2021 | August 2024 | Allow | 40 | 3 | 0 | Yes | No |
| 17232714 | DEVICE, SYSTEM AND METHOD FOR PROVIDING DESCRIPTIONS TO COMMUNICATION DEVICES USING MACHINE LEARNING GENERATED TEMPLATES | April 2021 | July 2023 | Allow | 27 | 2 | 0 | Yes | No |
| 17216065 | SELF-SUPERVISION IN TABLE QUESTION ANSWERING | March 2021 | September 2024 | Allow | 41 | 5 | 0 | Yes | No |
| 17212052 | SELF ADJUSTING DASHBOARDS FOR LOG AND ALERT DATA | March 2021 | May 2024 | Abandon | 37 | 3 | 0 | Yes | No |
| 17207844 | INFORMATION PUSH METHOD AND APPARATUS, DEVICE, AND STORAGE MEDIUM | March 2021 | March 2023 | Allow | 24 | 3 | 0 | Yes | No |
| 17188774 | DOCUMENT SEARCH AND ANALYSIS TOOL | March 2021 | March 2024 | Allow | 37 | 3 | 0 | Yes | No |
| 17183881 | METHOD AND APPARATUS FOR IMPLEMENTING A CUSTOMIZABLE RULES ENGINE MODULE | February 2021 | October 2024 | Allow | 43 | 1 | 0 | No | No |
| 17163334 | Audio and Visual Asset Matching Platform Using Dynamic Modifying of an Ordered Array | January 2021 | September 2023 | Allow | 32 | 2 | 0 | No | No |
| 17157233 | PREDICTIVE RESOURCE ALLOCATION FOR DISTRIBUTED QUERY EXECUTION | January 2021 | October 2023 | Allow | 32 | 6 | 0 | Yes | No |
| 17142776 | METHODS AND SYSTEMS FOR FACILITATING DETERMINATION OF DIFFERENCES BETWEEN A PAIR OF REGULATORY DOCUMENTS | January 2021 | July 2024 | Allow | 43 | 3 | 0 | No | No |
| 17142811 | METHODS AND SYSTEMS FOR FACILITATING CLASSIFICATION OF PORTIONS OF A REGULATORY DOCUMENT USING MULTIPLE CLASSIFICATION CODES | January 2021 | July 2024 | Allow | 43 | 3 | 0 | Yes | No |
| 17139149 | METHOD FOR PLAYING AUDIO, DEVICE, TERMINAL, SERVER AND STORAGE MEDIUM | December 2020 | December 2023 | Abandon | 35 | 2 | 0 | No | No |
| 17136819 | CORRUPTED STORAGE PORTION RECOVERY IN A MEMORY DEVICE | December 2020 | April 2024 | Allow | 39 | 3 | 0 | Yes | No |
| 17122940 | SYSTEMS AND METHODS OF SECURE NETWORKED DATA EXCHANGE | December 2020 | June 2021 | Allow | 6 | 1 | 0 | Yes | No |
| 17062641 | Presenting Search And Comparison Results | October 2020 | August 2023 | Abandon | 34 | 2 | 0 | Yes | No |
| 17060737 | STORAGE DEVICE AND OPERATING METHOD OF MEMORY CONTROLLER | October 2020 | January 2024 | Allow | 40 | 3 | 0 | Yes | Yes |
| 17034753 | System and Method for Creating a Consistent Personalized Web Experience Across Multiple Platforms and Channels | September 2020 | February 2023 | Allow | 28 | 1 | 0 | No | No |
| 17029591 | DATA DEDUPLICATION PARAMETER COMPUTATION | September 2020 | February 2023 | Allow | 28 | 2 | 0 | Yes | Yes |
| 17028805 | METHODS AND APPARATUS FOR ASSESSING CANDIDATES FOR VISUAL ROLES | September 2020 | March 2024 | Allow | 42 | 3 | 0 | Yes | No |
| 17025097 | AI TO AI COMMUNICATION | September 2020 | August 2024 | Allow | 47 | 4 | 0 | Yes | No |
| 17023590 | STORING LEGAL HOLD DATA IN CLOUD DATA STORAGE UNITS | September 2020 | September 2024 | Allow | 48 | 4 | 0 | Yes | No |
| 17015453 | GEOLOCATION USING REVERSE DOMAIN NAME SERVER INFORMATION | September 2020 | February 2023 | Allow | 29 | 2 | 0 | Yes | No |
| 16944015 | TRANSACTION COMMIT PROTOCOL WITH RECOVERABLE COMMIT IDENTIFIER | July 2020 | September 2023 | Allow | 37 | 2 | 0 | Yes | Yes |
| 16941447 | SYSTEMS AND METHODS FOR CONTEXTUALIZING COMPUTER VISION GENERATED TAGS USING NATURAL LANGUAGE PROCESSING | July 2020 | May 2023 | Allow | 33 | 2 | 0 | Yes | No |
| 16933532 | STREAM SELECTION FOR MULTI-STREAM STORAGE DEVICES | July 2020 | August 2023 | Abandon | 37 | 2 | 0 | No | No |
| 16927626 | RANK QUERY RESULTS FOR RELEVANCE UTILIZING EXTERNAL CONTEXT | July 2020 | June 2023 | Allow | 35 | 3 | 0 | Yes | No |
| 16921309 | MERGE TREE MODIFICATIONS FOR MAINTENANCE OPERATIONS | July 2020 | May 2023 | Abandon | 34 | 2 | 0 | No | No |
| 16921371 | MERGE TREE GARBAGE METRICS | July 2020 | May 2023 | Abandon | 34 | 2 | 0 | No | No |
| 16885287 | INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING COMPUTER PROGRAM | May 2020 | February 2024 | Abandon | 45 | 2 | 0 | No | No |
| 16877452 | SEARCH INFRASTRUCTURE | May 2020 | October 2022 | Allow | 29 | 1 | 0 | Yes | No |
| 16869298 | BLOCKCHAIN-BASED DATA MIGRATION METHOD AND APPARATUS | May 2020 | December 2021 | Abandon | 19 | 3 | 0 | Yes | No |
| 16856920 | KVS TREE | April 2020 | March 2023 | Abandon | 35 | 2 | 0 | Yes | No |
| 16853642 | INFORMATION PROCESSING APPARATUS AND NON-TRANSITORY COMPUTER READABLE MEDIUM STORING PROGRAM | April 2020 | January 2024 | Abandon | 45 | 2 | 0 | No | No |
| 16791450 | SYSTEMS AND METHODS FOR LOCATION PROCESSING AND GEOCODING OPTIMIZATION | February 2020 | July 2023 | Allow | 41 | 3 | 0 | Yes | No |
| 16638234 | SYSTEMS AND METHODS FOR JOINING DATASETS | February 2020 | October 2022 | Allow | 32 | 1 | 0 | No | No |
| 16711815 | Method for Processing and Displaying Real-Time Social Data on Map | December 2019 | February 2024 | Abandon | 50 | 3 | 0 | Yes | No |
| 16615830 | SAMPLE WEIGHT SETTING METHOD AND DEVICE, AND ELECTRONIC DEVICE | November 2019 | September 2022 | Abandon | 34 | 1 | 0 | No | No |
| 16588009 | GLOBAL DATA DEDUPLICATION ACROSS MULTIPLE DISTRIBUTED FILE SYSTEMS | September 2019 | July 2023 | Allow | 46 | 3 | 0 | No | No |
| 16578780 | PIPELINE FOR DOCUMENT SCORING | September 2019 | July 2022 | Allow | 34 | 1 | 0 | No | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner AHMED, SABA.
With a 80.0% 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, 66.7% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the top 25% across the USPTO, indicating that filing appeals is particularly effective here. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
✓ 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 AHMED, SABA works in Art Unit 2154 and has examined 267 patent applications in our dataset. With an allowance rate of 68.2%, this examiner has a below-average tendency to allow applications. Applications typically reach final disposition in approximately 41 months.
Examiner AHMED, SABA's allowance rate of 68.2% places them in the 30% percentile among all USPTO examiners. This examiner has a below-average tendency to allow applications.
On average, applications examined by AHMED, SABA receive 3.11 office actions before reaching final disposition. This places the examiner in the 89% 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 AHMED, SABA is 41 months. This places the examiner in the 21% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a +22.3% benefit to allowance rate for applications examined by AHMED, SABA. This interview benefit is in the 68% 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, 21.9% of applications are subsequently allowed. This success rate is in the 27% 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 26.1% of cases where such amendments are filed. This entry rate is in the 36% percentile among all examiners. Strategic Recommendation: This examiner shows below-average receptiveness to after-final amendments. You may need to file an RCE or appeal rather than relying on after-final amendment entry.
When applicants request a pre-appeal conference (PAC) with this examiner, 92.3% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 68% 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 71.2% of appeals filed. This is in the 58% percentile among all examiners. Of these withdrawals, 45.9% 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, 47.1% are granted (fully or in part). This grant rate is in the 42% 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 0.4% of allowed cases (in the 58% 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.