Detailed information about the 100 most recent patent applications.
| Application Number | Title | Filing Date | Disposal Date | Disposition | Time (months) | Office Actions | Restrictions | Interview | Appeal |
|---|---|---|---|---|---|---|---|---|---|
| 19222922 | MODEL ENSEMBLE FOR MATCHING NEAREST SCRIPT TO A NEW SCRIPT PAGE | May 2025 | August 2025 | Allow | 3 | 0 | 1 | No | No |
| 19042367 | CYPHERGENICS-ENABLED DIGITAL ECOSYSTEMS AND CYPHERGENICS-ENABLED DIGITAL SIGNATURES | January 2025 | August 2025 | Allow | 6 | 1 | 0 | No | No |
| 18780334 | Machine Learning-Based Universal Software Component Identification | July 2024 | October 2024 | Allow | 3 | 1 | 0 | No | No |
| 18733630 | Managing In-Vehicle Ecosystems | June 2024 | November 2025 | Abandon | 17 | 2 | 0 | No | No |
| 18648583 | NESTED LOOP CONTROL | April 2024 | February 2025 | Allow | 10 | 0 | 0 | No | No |
| 18641166 | FACILITATING UPDATES TO DATA PIPELINES USING MODULARLY-GENERATED PLATFORM-AGNOSTIC DATA PIPELINE PORTIONS SYSTEMS AND METHODS | April 2024 | August 2024 | Allow | 3 | 0 | 0 | No | No |
| 18425223 | MANAGING OUT OF BAND SOFTWARE UPDATES | January 2024 | October 2025 | Allow | 21 | 0 | 0 | No | No |
| 18417179 | TECHNIQUES FOR IMAGE-BASED REGION BUILD | January 2024 | October 2025 | Allow | 21 | 0 | 0 | No | No |
| 18418074 | CONFIGURATION PROPERTIES MANAGEMENT FOR SOFTWARE | January 2024 | January 2025 | Allow | 12 | 1 | 0 | Yes | No |
| 18400756 | DIGITAL PROCESSING SYSTEMS AND METHODS FOR FACILITATING THE DEVELOPMENT AND IMPLEMENTATION OF APPLICATIONS IN CONJUNCTION WITH A SERVERLESS ENVIRONMENT | December 2023 | June 2024 | Allow | 5 | 0 | 0 | No | No |
| 18573400 | MANAGING APPLICATION UPDATES | December 2023 | January 2026 | Allow | 25 | 1 | 0 | Yes | No |
| 18545309 | METHOD AND APPARATUS FOR COMPUTER OPERATION IMPROVEMENT BY FLATTENING MULTI-LEVEL DATA STRUCTURES TO OPTIMIZE POINTER CHASE | December 2023 | January 2026 | Allow | 25 | 1 | 0 | No | No |
| 18534678 | ROBUST OVER THE AIR REPROGRAMMING | December 2023 | August 2024 | Allow | 8 | 0 | 0 | No | No |
| 18533929 | APPARATUS AND METHOD FOR OPTIMALLY UPDATING VEHICLE CONTROLLER | December 2023 | January 2026 | Allow | 25 | 1 | 0 | No | No |
| 18522526 | FIRMWARE COMPONENT WITH SELF-DESCRIPTIVE DEPENDENCY INFORMATION | November 2023 | February 2025 | Allow | 14 | 1 | 0 | Yes | No |
| 18512518 | AUTOMATIC CODE GENERATION OF OPTIMIZED RTL VIA REDUNDANT CODE REMOVAL | November 2023 | March 2025 | Allow | 16 | 0 | 0 | No | No |
| 18511521 | OPTIMIZING LEGACY APPLICATION DEPLOYMENT USING DERIVED IMAGES IN HYPERSCALERS | November 2023 | October 2025 | Allow | 23 | 0 | 0 | No | No |
| 18497854 | GENERATING A PLATFORM-AGNOSTIC DATA PIPELINE VIA A LOW CODE TRANSFORMATION LAYER SYSTEMS AND METHODS | October 2023 | August 2024 | Allow | 10 | 1 | 0 | No | No |
| 18557041 | Software Module Deployment Methods and Apparatus | October 2023 | January 2026 | Allow | 27 | 1 | 0 | No | No |
| 18382293 | CLONING A CLOUD-AGNOSTIC DEPLOYMENT | October 2023 | December 2025 | Allow | 26 | 1 | 0 | Yes | No |
| 18379266 | SYSTEM FOR RECONFIGURING A LEGACY APPLICATION CODE AND A METHOD THEREOF | October 2023 | April 2025 | Allow | 18 | 0 | 0 | No | No |
| 18480461 | CONTROL METHOD OF AN INFORMATION PROCESSING APPARATUS, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM | October 2023 | June 2025 | Allow | 21 | 0 | 0 | No | No |
| 18374545 | SYSTEM AND METHOD FOR MANAGING DISTRIBUTED CLIENT SOFTWARE UPDATES USING STATELESS DISTRIBUTED KUBERNETES SERVERS | September 2023 | December 2025 | Abandon | 27 | 1 | 0 | No | No |
| 18369347 | REMOVING REDUNDANT CODE | September 2023 | January 2025 | Allow | 16 | 0 | 0 | No | No |
| 18466089 | SIGNED SWI CONTAINING SIGNED EXTENSIONS FOR DYNAMIC INSTALLATION | September 2023 | May 2025 | Allow | 20 | 0 | 0 | No | No |
| 18464250 | APPLICATION REMODELING METHOD, SYSTEM, CLUSTER, MEDIUM, AND PROGRAM PRODUCT | September 2023 | October 2025 | Allow | 25 | 1 | 0 | No | No |
| 18461558 | SHRINKING FILES BASED ON FUNCTION ANALYSIS | September 2023 | July 2024 | Allow | 10 | 1 | 0 | No | No |
| 18239057 | SYSTEM FOR SOFTWARE DOWNLOAD COMPATIBILITY | August 2023 | January 2026 | Allow | 29 | 1 | 0 | No | No |
| 18547873 | PROGRAM ANALYZING APPARATUS, PROGRAM ANALYZING METHOD, AND TRACE PROCESSING ADDITION APPARATUS | August 2023 | January 2025 | Allow | 16 | 0 | 0 | No | No |
| 18236212 | SYSTEM AND METHOD FOR AUTOMATED LOCALIZATION OF SOFTWARE APPLICATIONS AND USER INTERFACES | August 2023 | March 2026 | Allow | 31 | 1 | 0 | No | No |
| 18236357 | DEPLOYING IMMUTABLE IMAGE SOFTWARE ONTO BRANCH RETAIL DEVICES | August 2023 | June 2025 | Allow | 22 | 0 | 0 | No | No |
| 18366029 | Method and System for Generating Desired States for Edge Sites | August 2023 | June 2025 | Allow | 22 | 0 | 0 | No | No |
| 18366031 | VEHICLE, SYSTEM, NOTIFICATION CONTROL METHOD, AND NON-TRANSITORY STORAGE MEDIUM | August 2023 | October 2025 | Allow | 27 | 1 | 0 | No | No |
| 18360162 | OBTAINING SOFTWARE UPDATES FROM NEIGHBORING HOSTS IN A VIRTUALIZED COMPUTING SYSTEM | July 2023 | July 2024 | Allow | 12 | 1 | 0 | No | No |
| 18360091 | Determining Correct Base Images for Custom Images | July 2023 | January 2025 | Allow | 18 | 0 | 0 | No | No |
| 18274552 | UPGRADE PROMPT METHOD, TERMINAL DEVICE, AND COMPUTER-READABLE STORAGE MEDIUM | July 2023 | September 2025 | Allow | 25 | 1 | 0 | No | No |
| 18359843 | GENERATING A PLATFORM-AGNOSTIC DATA PIPELINE VIA A LOW CODE TRANSFORMATION LAYER SYSTEMS AND METHODS | July 2023 | October 2023 | Allow | 2 | 1 | 0 | No | No |
| 18221488 | ENHANCED CLOUD-COMPUTING ENVIRONMENT DEPLOYMENT | July 2023 | November 2024 | Allow | 16 | 0 | 0 | No | No |
| 18344932 | SERVER, NON-TRANSITORY STORAGE MEDIUM, AND SOFTWARE UPDATE METHOD | June 2023 | January 2026 | Allow | 31 | 2 | 0 | No | No |
| 18217475 | SYSTEM AND METHOD FOR IDENTIFYING UNTOUCHED SOURCE CODE SEGMENTS OF OPERATING SYSTEMS USING HARDWARE ASSISTANCE | June 2023 | December 2024 | Allow | 18 | 0 | 0 | No | No |
| 18215564 | SYSTEMS AND METHODS FOR CONTAINER IMAGE UPGRADE | June 2023 | April 2025 | Allow | 21 | 1 | 0 | Yes | No |
| 18338023 | Shared Compilation Cache Verification System | June 2023 | May 2024 | Allow | 11 | 1 | 0 | Yes | No |
| 18209228 | INTELLIGENT DIGITAL ASSISTANT FOR SOFTWARE TESTING AUTOMATION | June 2023 | April 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18332219 | COMPUTER MULTI-APPLICATION DEPLOYMENT | June 2023 | November 2025 | Allow | 29 | 1 | 0 | Yes | No |
| 18204437 | REFINING SOFTWARE PACKAGE INSTALLATION PROCESSES USING CONFIGURATION MANAGEMENT FILES | June 2023 | March 2025 | Allow | 21 | 0 | 0 | No | No |
| 18204675 | DEFINING AND EXECUTING A SECTION OF CODE FOR AN INTERPRETED SOFTWARE LANGUAGE | June 2023 | November 2024 | Allow | 18 | 0 | 0 | No | No |
| 18326886 | Securing Serverless Computing Workloads in a Cold Start | May 2023 | April 2025 | Allow | 22 | 0 | 0 | No | No |
| 18202756 | DOC4CODE - AN AI-DRIVEN DOCUMENTATION RECOMMENDER SYSTEM TO AID PROGRAMMERS | May 2023 | March 2026 | Allow | 33 | 1 | 0 | Yes | No |
| 18320190 | DYNAMIC PARTITION CUSTOMIZATION METHOD AND APPARATUS, AND DEVICE | May 2023 | December 2024 | Allow | 19 | 0 | 0 | No | No |
| 18198813 | COMPUTER-IMPLEMENTED SYSTEMS AND METHODS TO ENABLE COMPLEX FUNCTIONALITY ON A BLOCKCHAIN WHILE PRESERVING SECURITY-BASED RESTRICTIONS ON SCRIPT SIZE AND OPCODE LIMITS | May 2023 | December 2025 | Abandon | 31 | 1 | 0 | No | No |
| 18314523 | METHODS AND SYSTEMS FOR USING CACHED BUILDS IN SOFTWARE DEVELOPMENT | May 2023 | March 2025 | Allow | 23 | 1 | 0 | No | No |
| 18251649 | Disk Image Dump for Configuring Bare Metal Servers | May 2023 | January 2026 | Allow | 32 | 1 | 0 | No | No |
| 18308228 | TECHNIQUES FOR TEST AUTOMATION PORTALS FOR BEHAVIOR-DRIVEN DEVELOPMENT | April 2023 | November 2024 | Allow | 18 | 0 | 0 | No | No |
| 18307257 | ATTESTATION OF OPERATIONS BY TOOL CHAINS | April 2023 | March 2025 | Allow | 22 | 1 | 0 | Yes | No |
| 18139234 | CONSIDERING DIFFERENCES OF SOFTWARE IMAGES DURING SOFTWARE IMAGE DISTRIBUTION USING PATCHES | April 2023 | June 2025 | Allow | 25 | 2 | 0 | Yes | No |
| 18136202 | Creating and Using Native Virtual Probes in Computing Environments | April 2023 | February 2024 | Allow | 10 | 1 | 0 | No | No |
| 18296288 | NEGATIVE NUMBERING TO LOG WEB SERVICE UPDATE ATTEMPTS | April 2023 | October 2024 | Allow | 18 | 0 | 0 | No | No |
| 18129288 | CODE PERFORMANCE OPTIMIZATION BASED ON AN INFORMATION-ENHANCED DIFFUSION MODEL | March 2023 | September 2024 | Allow | 18 | 0 | 0 | No | No |
| 18124543 | GENERATING A PLATFORM-AGNOSTIC DATA PIPELINE VIA A LOW CODE TRANSFORMATION LAYER SYSTEMS AND METHODS | March 2023 | June 2023 | Allow | 3 | 0 | 0 | No | No |
| 18123450 | AUTOMATICALLY MODIFYING USER CODE USING ARTIFICIAL INTELLIGENCE TECHNIQUES | March 2023 | August 2025 | Allow | 29 | 2 | 0 | Yes | No |
| 18123689 | DOCUMENTATION ENFORCEMENT DURING COMPILATION | March 2023 | April 2024 | Allow | 13 | 2 | 0 | No | No |
| 18043813 | Application Deployment Based on Image Fingerprint | March 2023 | February 2026 | Allow | 35 | 1 | 1 | No | No |
| 18171094 | SOFTWARE DEVELOPMENT ENVIRONMENT | February 2023 | February 2024 | Allow | 12 | 2 | 0 | Yes | No |
| 18111423 | INCREMENTAL STACK WALKING | February 2023 | September 2024 | Allow | 19 | 0 | 0 | No | No |
| 18110412 | AUTONOMOUS RELEASE MANAGEMENT IN DISTRIBUTED COMPUTING SYSTEMS | February 2023 | September 2024 | Allow | 19 | 3 | 0 | Yes | No |
| 18164389 | Client Application with Embedded Server | February 2023 | April 2024 | Allow | 15 | 2 | 0 | Yes | No |
| 18103010 | CONFIGURATION PROPERTIES MANAGEMENT FOR SOFTWARE | January 2023 | September 2023 | Allow | 8 | 1 | 0 | Yes | No |
| 18099198 | SYSTEM, METHOD, AND COMPUTER PROGRAM FOR SOFTWARE CUSTOMIZATION | January 2023 | October 2025 | Allow | 33 | 1 | 0 | No | No |
| 18098557 | OPTIMIZATION OF SOURCE CODE TO ADDRESS INEFFICIENCIES | January 2023 | June 2025 | Allow | 29 | 3 | 0 | Yes | No |
| 18150579 | CONFIGURING AN INSTALLATION OF A SOFTWARE PROGRAM USING A MODEL TRAINED BASED ON INFORMATION FROM A CUSTOMER RELATIONSHIP MANAGEMENT SYSTEM | January 2023 | December 2024 | Allow | 23 | 2 | 0 | Yes | No |
| 18092519 | NATURAL LANGUAGE PROCESSING ENGINE FOR AUTOMATED DETECTION OF SOURCE CODE DISCREPANCIES | January 2023 | June 2025 | Allow | 30 | 2 | 0 | No | No |
| 18089413 | Methodology for constructing statically reconfigurable soft-processor cores for hardware acceleration of algorithms | December 2022 | July 2024 | Allow | 19 | 1 | 0 | No | No |
| 18069730 | AUTOMATED FUNCTIONAL-SAFETY EVALUATION AND DEPLOYMENT OF A SOFTWARE PACKAGE | December 2022 | January 2026 | Allow | 37 | 2 | 0 | Yes | No |
| 18064620 | SYSTEMS AND METHODS FOR DETECTING CODE DUPLICATION IN CODEBASES | December 2022 | July 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 18077109 | METHOD AND SYSTEM FOR TRACKING MEMORY USAGE | December 2022 | March 2025 | Allow | 27 | 1 | 0 | Yes | No |
| 18075508 | SYSTEM AND METHOD FOR UNIFORM CLOUD PROVIDER-SPECIFIC PRODUCT DEPLOYMENT | December 2022 | July 2025 | Allow | 31 | 1 | 0 | Yes | No |
| 18074994 | CODE REVIEW COMMENT GENERATION VIA RETRIEVAL-AUGMENTED TRANSFORMER WITH CHUNK CROSS- ATTENTION | December 2022 | August 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 18075174 | TESTING SOFTWARE CHANGES AND DETERMINING A REPEATABILITY OF SOFTWARE TESTS | December 2022 | April 2024 | Allow | 16 | 0 | 0 | No | No |
| 18073859 | SYSTEM AND METHOD OF OFFLOADING AND MIGRATING MANAGEMENT CONTROLLER FUNCTIONALITIES USING CONTAINERIZED SERVICES AND APPLICATION THEREOF | December 2022 | May 2024 | Allow | 17 | 1 | 0 | No | No |
| 18070730 | DYNAMIC AUTOMATION OF PREREQUISITE COMPONENT DEPLOYMENT IN DISCONNECTED ENVIRONMENTS | November 2022 | March 2024 | Allow | 15 | 3 | 0 | No | No |
| 18058035 | LAZY EVALUATION OF SUPPLY CHAIN POLICY BASED ON TRANSPARENCY LOG ATTESTATIONS | November 2022 | March 2024 | Allow | 16 | 0 | 0 | No | No |
| 18048734 | SHRINKING EXECUTABLE FILES BASED ON FUNCTION ANALYSIS | October 2022 | June 2023 | Allow | 7 | 1 | 0 | Yes | No |
| 17970821 | INFORMATION HANDLING SYSTEM WITH A DYNAMIC BASIC INPUT/OUTPUT SYSTEM CONFIGURATION MAP | October 2022 | July 2024 | Allow | 21 | 0 | 0 | No | No |
| 18046181 | CHECK DEPENDENCY AND SETUP WITH METAPROGRAMMING FOR LOW-CODE AND NO-CODE DEVELOPMENT | October 2022 | August 2024 | Allow | 22 | 1 | 0 | No | No |
| 17935645 | SYSTEMS AND METHODS FOR SUPPORTING NVMe SSD REBOOTLESS FIRMWARE UPDATES | September 2022 | December 2024 | Allow | 26 | 1 | 0 | No | No |
| 17951928 | SMART IMAGE REGISTRIES FOR DYNAMIC IMAGE GENERATION | September 2022 | May 2024 | Allow | 20 | 1 | 0 | Yes | No |
| 17947064 | AUTOMATING INTERACTIONS FOR HEALTH DATA COLLECTION AND PATIENT ENGAGEMENT | September 2022 | September 2024 | Allow | 24 | 1 | 0 | No | No |
| 17942239 | NESTED LOOP CONTROL | September 2022 | December 2023 | Allow | 15 | 0 | 0 | No | No |
| 17900210 | SOFTWARE TOOL INTEGRATION | August 2022 | December 2024 | Allow | 28 | 0 | 0 | No | No |
| 17900237 | DERIVING A CONTAINER FROM A PACKAGE SET | August 2022 | May 2024 | Allow | 20 | 1 | 0 | No | No |
| 17899499 | FRAMEWORK FOR AUTOMATED PRODUCTIZATION IN TELECOMMUNICATIONS NETWORKS | August 2022 | September 2025 | Allow | 37 | 1 | 0 | Yes | No |
| 17898013 | VIRTUAL RESTRUCTURING FOR PATCHING COMPRESSED DISK IMAGES | August 2022 | November 2023 | Allow | 14 | 0 | 0 | No | No |
| 17895780 | METHOD, SYSTEM AND COMPUTER-READABLE MEDIUM FOR INTEGRATING A BACKEND-AS-A-SERVICE WITH AN ONLINE SERVICE | August 2022 | August 2025 | Allow | 36 | 1 | 0 | No | No |
| 17892754 | Incremental Image Import Process for Supporting Multiple Upstream Image Repositories | August 2022 | February 2025 | Allow | 29 | 1 | 0 | No | No |
| 17882697 | ON-DEMAND DECENTRALIZED COLLECTION OF CLINICAL DATA FROM DIGITAL DEVICES OF REMOTE PATIENTS | August 2022 | October 2023 | Allow | 14 | 1 | 0 | No | No |
| 17880388 | SYSTEM AND METHOD FOR DYNAMIC DEAD CODE ANALYSIS | August 2022 | September 2023 | Allow | 13 | 0 | 0 | No | No |
| 17869848 | REVOKED FIRMWARE ROLLBACK PREVENTION | July 2022 | May 2025 | Allow | 34 | 3 | 0 | No | No |
| 17861351 | Creating and Using Native Virtual Probes in Computing Environments | July 2022 | January 2023 | Allow | 6 | 1 | 0 | No | No |
| 17854441 | METHOD FOR MANAGING SOFTWARE VERSIONS OF ELECTRONIC DEVICE(S) IN A VEHICLE AND RELATED DEVICE | June 2022 | May 2024 | Allow | 22 | 2 | 0 | No | No |
| 17851923 | AUTOMATED CONTAINER SIZE REDUCTION | June 2022 | January 2024 | Allow | 19 | 1 | 0 | Yes | No |
This analysis examines appeal outcomes and the strategic value of filing appeals for examiner LEE, MARINA.
With a 20.0% 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, 50.0% 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 face challenges. Ensure your case has strong merit before committing to full Board review.
✓ Filing a Notice of Appeal is strategically valuable. The act of filing often prompts favorable reconsideration during the mandatory appeal conference.
Examiner LEE, MARINA works in Art Unit 2192 and has examined 496 patent applications in our dataset. With an allowance rate of 86.9%, this examiner has an above-average tendency to allow applications. Applications typically reach final disposition in approximately 24 months.
Examiner LEE, MARINA's allowance rate of 86.9% places them in the 65% percentile among all USPTO examiners. This examiner has an above-average tendency to allow applications.
On average, applications examined by LEE, MARINA receive 1.73 office actions before reaching final disposition. This places the examiner in the 37% 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 LEE, MARINA is 24 months. This places the examiner in the 82% percentile for prosecution speed. Applications move through prosecution relatively quickly with this examiner.
Conducting an examiner interview provides a +12.7% benefit to allowance rate for applications examined by LEE, MARINA. This interview benefit is in the 49% percentile among all examiners. Recommendation: Interviews provide a below-average benefit with this examiner.
When applicants file an RCE with this examiner, 33.6% of applications are subsequently allowed. This success rate is in the 73% percentile among all examiners. Strategic Insight: RCEs show above-average effectiveness with this examiner. Consider whether your amendments or new arguments are strong enough to warrant an RCE versus filing a continuation.
This examiner enters after-final amendments leading to allowance in 37.6% of cases where such amendments are filed. This entry rate is in the 57% 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, 111.1% result in withdrawal of the rejection or reopening of prosecution. This success rate is in the 79% percentile among all examiners. Strategic Recommendation: Pre-appeal conferences are highly effective with this examiner compared to others. Before filing a full appeal brief, strongly consider requesting a PAC. The PAC provides an opportunity for the examiner and supervisory personnel to reconsider the rejection before the case proceeds to the PTAB.
This examiner withdraws rejections or reopens prosecution in 83.9% of appeals filed. This is in the 77% percentile among all examiners. Of these withdrawals, 26.9% occur early in the appeal process (after Notice of Appeal but before Appeal Brief). Strategic Insight: This examiner frequently reconsiders rejections during the appeal process compared to other examiners. Per MPEP § 1207.01, all appeals must go through a mandatory appeal conference. Filing a Notice of Appeal may prompt favorable reconsideration even before you file an Appeal Brief.
When applicants file petitions regarding this examiner's actions, 47.5% 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 5.6% of allowed cases (in the 87% 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 8.8% of allowed cases (in the 87% percentile). Per MPEP § 714.14, a Quayle action indicates that all claims are allowable but formal matters remain. This examiner frequently uses Quayle actions compared to other examiners, which is a positive indicator that once substantive issues are resolved, allowance follows quickly.
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.