Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 18419924 | SYSTEMS AND METHODS FOR PREDICTING CHURN IN A MULTI-TENANT SYSTEM | January 2024 | October 2025 | Allow | 21 | 3 | 0 | Yes | No |
| 18579206 | SYSTEM AND METHOD FOR DEVELOPMENT AND MANAGEMENT OF ENTERTAINMENT PROJECTS | January 2024 | April 2025 | Abandon | 16 | 2 | 0 | No | No |
| 18392881 | System and Method for Preventing Human Errors | December 2023 | October 2024 | Abandon | 10 | 1 | 0 | Yes | No |
| 18498535 | METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR MONITORING METRICS OF A MATURING ORGANIZATION AND IDENTIFYING ALERT CONDITIONS | October 2023 | February 2025 | Abandon | 16 | 1 | 0 | No | No |
| 18477846 | MANAGING COMPUTING RESOURCES DURING MERGERS AND ACQUISITIONS | September 2023 | November 2025 | Abandon | 25 | 1 | 0 | No | No |
| 18355183 | MANAGING A MAUFACTURED PRODUCT DELIVERED IN A SUPPLY CHAIN BY CALCULATING CO2 EMISSIONS WHILE TRANSPORTED | July 2023 | December 2025 | Abandon | 29 | 2 | 0 | Yes | No |
| 18350915 | METHOD TO CULTIVATE GREEN ENERGY PRACTICES AND PREDICT RISK FROM TERRACE-BASED AGRICULTURE | July 2023 | March 2026 | Allow | 32 | 2 | 0 | Yes | No |
| 18271516 | METHOD FOR DETERMINING A TREATMENT SCHEDULE FOR TREATING A FIELD WITH A FOCUS ON FERTILIZERS | July 2023 | July 2025 | Abandon | 25 | 1 | 0 | No | No |
| 18219651 | METHOD AND SYSTEM FOR FORECASTING DEMAND FOR NURSING SERVICES | July 2023 | September 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18215571 | PART PROCUREMENT RISK AND VALUE CALCULATION APPARATUS AND COMPUTER READABLE MEDIUM | June 2023 | November 2025 | Abandon | 28 | 2 | 0 | Yes | No |
| 18196543 | RESOURCE-RELATED FORECASTING USING MACHINE LEARNING TECHNIQUES | May 2023 | January 2026 | Allow | 33 | 3 | 0 | Yes | No |
| 18143599 | System and Method for Enhancing Building Management Projects | May 2023 | June 2025 | Abandon | 26 | 1 | 0 | No | No |
| 18142487 | SYSTEMS AND METHODS FOR A COMMUNICATION SYSTEM FOR REPORTING OF INCIDENTS | May 2023 | March 2026 | Abandon | 34 | 2 | 0 | No | No |
| 18249675 | METHOD AND APPARATUS OF ACQUIRING COMMODITY LAYOUT DATA, CONTAINER, DEVICE, AND MEDIUM | April 2023 | February 2026 | Abandon | 34 | 2 | 0 | No | No |
| 18156533 | PRODUCTION TASK SCHEDULING METHOD, SYSTEM AND DEVICE FOR FLEXIBLE ASSEMBLY JOB SHOP | January 2023 | October 2025 | Abandon | 33 | 3 | 0 | No | No |
| 18055447 | SYSTEM AND METHOD FOR DATA ANALYSIS, BASED ON MULTIPLE VARIABLES, TO IDENTIFY AND RESOLVE OPERATIONAL ISSUES PERTAINING TO RETAIL STORE | November 2022 | October 2024 | Abandon | 23 | 1 | 0 | No | No |
| 17979737 | VISIBLE MARK FOR TRACKING IN ELECTRONIC COMMUNICATIONS | November 2022 | May 2025 | Abandon | 30 | 2 | 0 | Yes | No |
| 17977309 | SYSTEM AND METHOD FOR USER INTERFACE MANAGEMENT FOR ASYMMETRIC CAPACITY AND TIME UNIT ALLOCATION | October 2022 | October 2025 | Abandon | 35 | 1 | 0 | No | No |
| 17972719 | Method and System for a Service Network | October 2022 | December 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17921086 | EVALUATION OF A BUSINESS RULES PROCESSING MANAGEMENT SYSTEM AND METHOD | October 2022 | February 2025 | Abandon | 28 | 2 | 0 | Yes | No |
| 17964453 | Translation Decision Assistant | October 2022 | August 2025 | Allow | 34 | 3 | 0 | Yes | No |
| 17917582 | PRODUCTION KNOWLEDGE MANAGEMENT SYSTEM, PRODUCTION KNOWLEDGE MANAGEMENT METHOD, AND PRODUCTION KNOWLEDGE MANAGEMENT PROGRAM | October 2022 | March 2025 | Abandon | 30 | 2 | 0 | No | No |
| 17995475 | POPULATION EXTRACTION DEVICE | October 2022 | March 2025 | Abandon | 29 | 3 | 0 | Yes | No |
| 17952128 | Fan Valuation Method, System, and Uses Thereof | September 2022 | November 2024 | Abandon | 26 | 1 | 0 | No | No |
| 17874976 | SYSTEM AND METHOD FOR QUALITY PLANNING DATA EVALUATION USING TARGET KPIS | July 2022 | August 2025 | Allow | 36 | 4 | 1 | Yes | No |
| 17857250 | METHOD AND APPARATUS FOR CONFIGURED INFORMATION DELIVERY | July 2022 | May 2025 | Abandon | 34 | 1 | 0 | No | No |
| 17851935 | FLOW DECOMPOSITION METHOD | June 2022 | February 2025 | Abandon | 32 | 2 | 1 | Yes | No |
| 17851928 | ESTIMATING A NUMBER OF PEOPLE AT A POINT OF INTEREST USING VEHICLE SENSOR DATA AND GENERATING RELATED VISUAL INDICATIONS | June 2022 | February 2026 | Abandon | 44 | 2 | 0 | Yes | No |
| 17836951 | Systems, Devices, and/or Methods for Managing Projects | June 2022 | March 2024 | Abandon | 21 | 3 | 0 | Yes | No |
| 17748297 | CONFIGURING WORKSPACES BASED ON KNOWLEDGE GRID ADJACENCY OPTIMIZATION | May 2022 | April 2025 | Abandon | 35 | 2 | 0 | Yes | No |
| 17661098 | INTELLIGENT PROJECT OPTIMIZATION EXPERIENCE | April 2022 | April 2025 | Abandon | 35 | 2 | 0 | Yes | No |
| 17660149 | SYSTEM AND METHOD FOR PROVIDING RESILIENT ENTERPRISE OPERATION AND MANAGEMENT | April 2022 | April 2025 | Abandon | 36 | 6 | 0 | Yes | No |
| 17768990 | COLLECTIVE HOUSING MARKET PRICE ESTIMATION SYSTEM AND METHOD HAVING SIMILAR COMPLEX GROUP GENERATION UNIT | April 2022 | January 2026 | Abandon | 45 | 1 | 0 | No | No |
| 17768978 | LAND MARKET PRICE ESTIMATION SYSTEM AND METHOD HAVING FINAL PRICE CALCULATION UNIT | April 2022 | February 2026 | Abandon | 46 | 2 | 0 | Yes | No |
| 17680584 | METHOD AND SYSTEM FOR USING ROBOTIC PROCESS AUTOMATION TO PROVIDE REAL-TIME CASE ASSISTANCE TO CLIENT SUPPORT PROFESSIONALS | February 2022 | January 2026 | Abandon | 47 | 4 | 1 | No | No |
| 17563358 | METHOD OF BUILDING MODEL FOR ESTIMATING LEVEL OF PSYCHOLOGICAL SAFETY AND INFORMATION PROCESSING DEVICE | December 2021 | March 2025 | Abandon | 39 | 1 | 0 | No | No |
| 17549247 | INTELLIGENT DEPENDENCY MANAGEMENT SYSTEM | December 2021 | April 2025 | Abandon | 41 | 5 | 0 | Yes | No |
| 17549414 | SYSTEMS AND METHODS FOR ANALYZING AND OPTIMIZING WORKER PERFORMANCE | December 2021 | January 2025 | Abandon | 37 | 4 | 0 | Yes | No |
| 17547401 | SYSTEMS AND METHODS TO DEFINE, REBALANCE, AND REPURPOSE A FLEET OF VEHICLES | December 2021 | June 2025 | Abandon | 42 | 4 | 1 | No | No |
| 17610435 | ANALYSIS APPARATUS, ANALYSIS SYSTEM, ANALYSIS METHOD AND PROGRAM | November 2021 | December 2025 | Abandon | 50 | 4 | 0 | Yes | No |
| 17496689 | SYSTEMS AND METHODS FOR ERROR DETECTION, REMEDIATION, AND INTEGRITY SCORING OF DIRECTED ACYCLIC GRAPHS | October 2021 | June 2025 | Abandon | 44 | 1 | 0 | No | No |
| 17444060 | IMAGE COMPARISON TO DETERMINE RESOURCE AVAILABILITY | July 2021 | January 2025 | Abandon | 42 | 4 | 0 | Yes | No |
| 17385796 | CLIENT/CONTRACTOR HOME IMPROVEMENT COMMUNICATION PLATFORM | July 2021 | June 2025 | Abandon | 46 | 1 | 0 | Yes | Yes |
| 17369325 | Customized Merchant Price Ratings | July 2021 | November 2024 | Abandon | 40 | 4 | 0 | Yes | No |
| 17363536 | GLOBAL OPTIMIZATION OF INVENTORY ALLOCATION | June 2021 | November 2024 | Abandon | 40 | 4 | 0 | Yes | No |
| 17329567 | INTELLIGENT MEETING HOSTING USING ARTIFICIAL INTELLIGENCE ALGORITHMS | May 2021 | March 2025 | Abandon | 46 | 1 | 0 | No | No |
| 17205495 | IDENTIFYING AND MANAGING ENTERPRISE PRODUCT AVAILABILITY | March 2021 | January 2025 | Abandon | 46 | 6 | 0 | Yes | No |
| 17068021 | PEER GROUP BENCHMARK GENERATION AND PRESENTATION | October 2020 | November 2024 | Abandon | 49 | 6 | 0 | Yes | No |
| 17028581 | SYSTEMS AND METHODS FOR RATING THE PERFORMANCE OF AN ENTITY BASED ON PRODUCT FLOW DATA, FLOOR DATA AND DISPOSITION DATA | September 2020 | October 2025 | Abandon | 60 | 4 | 0 | Yes | Yes |
| 17025756 | SYSTEMS AND METHODS FOR TRACKING PRODUCT ENVIRONMENT THROUGHOUT A SUPPLY CHAIN | September 2020 | July 2025 | Abandon | 58 | 7 | 0 | Yes | No |
| 16983903 | PREDICTING DIGITAL SURVEY RESPONSE QUALITY AND GENERATING SUGGESTIONS TO DIGITAL SURVEYS | August 2020 | August 2025 | Abandon | 60 | 6 | 0 | Yes | Yes |
| 16942237 | IDENTIFYING AND UTILIZING THE AVAILABILITY OF ENTERPRISE RESOURCES | July 2020 | September 2022 | Abandon | 26 | 7 | 0 | Yes | No |
| 16830093 | DYNAMIC QUALITY CONTROL IN PETROCHEMICAL, CHEMICAL, AND PHARMACEUTICAL MANUFACTURING PROCESSES | March 2020 | October 2024 | Abandon | 55 | 6 | 0 | Yes | No |
| 16730076 | VALIDATION OF DATA IN A DATABASE RECORD USING A REINFORCEMENT LEARNING ALGORITHM | December 2019 | March 2025 | Abandon | 60 | 5 | 0 | Yes | Yes |
| 16687273 | TRANSACTION-ENABLED SYSTEMS TO FORECAST A FORWARD MARKET VALUE AND ADJUST AN OPERATION OF A TASK SYSTEM IN RESPONSE | November 2019 | September 2024 | Allow | 58 | 7 | 0 | Yes | No |
| 16431665 | SYSTEMS AND METHODS FOR PROVIDING TIERED SUBSCRIPTION DATA STORAGE IN A MULTI-TENANT SYSTEM | June 2019 | June 2025 | Allow | 60 | 9 | 0 | No | No |
| 16097965 | SIMULTANEOUSLY DISPLAYING NEW PRICES LINKED TO PRODUCTS VIA AN ELECTRONIC PRICE LABEL SYSTEM | October 2018 | August 2024 | Allow | 60 | 9 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner HOLZMACHER, DERICK J.
With a 0.0% reversal rate, the PTAB affirms the examiner's rejections in the vast majority of cases. This reversal rate is in the bottom 25% across the USPTO, indicating that appeals face significant challenges here.
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, 0.0% of applications that filed an appeal were subsequently allowed. This appeal filing benefit rate is in the bottom 25% across the USPTO, indicating that filing appeals is less effective here than in most other areas.
⚠ 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 HOLZMACHER, DERICK J works in Art Unit 3625 and has examined 22 patent applications in our dataset. With an allowance rate of 13.6%, this examiner allows applications at a lower rate than most examiners at the USPTO. Applications typically reach final disposition in approximately 46 months.
Examiner HOLZMACHER, DERICK J's allowance rate of 13.6% places them in the 2% percentile among all USPTO examiners. This examiner is less likely to allow applications than most examiners at the USPTO.
On average, applications examined by HOLZMACHER, DERICK J receive 4.77 office actions before reaching final disposition. This places the examiner in the 99% 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 HOLZMACHER, DERICK J is 46 months. This places the examiner in the 11% percentile for prosecution speed. Applications take longer to reach final disposition with this examiner compared to most others.
Conducting an examiner interview provides a -8.2% benefit to allowance rate for applications examined by HOLZMACHER, DERICK J. This interview benefit is in the 4% 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, 2.9% of applications are subsequently allowed. This success rate is in the 2% 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 6.2% of cases where such amendments are filed. This entry rate is in the 6% 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.
This examiner withdraws rejections or reopens prosecution in 0.0% of appeals filed. This is in the 1% percentile among all examiners. 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, 200.0% are granted (fully or in part). This grant rate is in the 99% 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 0.0% of allowed cases (in the 34% percentile). This examiner makes examiner's amendments less often than average. You may need to make most claim amendments yourself.
Quayle Actions: This examiner issues Ex Parte Quayle actions in 0.0% of allowed cases (in the 36% percentile). This examiner issues Quayle actions less often than average. Allowances may 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.