Prosecution Insights
Prosecution Insights
Technology area: Transportation, E-Commerce & Mechanical Systems
6 pending office actions • 1 art units • 6 examiners • 0 of 6 (0%) have an AI response strategy ready
Affle (India) Limited is currently managing 8 pending office actions in the Computing & Software technology area. These actions are assigned to 8 distinct examiners, meaning no pending actions share the same examiner. However, these examiners are concentrated within 2 distinct art units.
LADONI, AHOORA is the busiest examiner with 1 pending office action. Because the count of distinct examiners matches the 8 pending office actions, the workload is distributed with each examiner handling a matter for the company.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 + other | 2 (33%) |
| §103 only | 2 (33%) |
| §102 only | 2 (33%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| SAVENKOV, VADIM | 1 | 60.7% | +20.3% |
| IDOWU, OLUGBENGA O | 1 | 71.6% | +19.0% |
| LADONI, AHOORA | 1 | 5.0% | +11.0% |
| TOUGHIRY, ARYAN D | 1 | 68.8% | +19.6% |
| ANDERSON, MICHAEL D | 1 | 80.1% | +15.1% |
| LAKHIA, VIRAL S | 1 | 87.6% | +19.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19209270 | SYSTEMS AND METHODS FOR CATEGORIZING PERSONAL INFORMATION INTO RELEVANT CATEGORIES CORRESPONDING TO SOCIAL ENGAGEMENT ARTIFICIAL INTELLIGENCE (AI) AGENTS IN A PRIVACY AND AD-SENSITIVE MANNER | ANDERSON, MICHAEL D | — |
| 19209213 | SYSTEMS AND METHODS FOR OWNERSHIP AND BIOMETRIC-BASED AUTHENTICATION THROUGH AN ARTIFICIAL INTELLIGENT AGENT | LAKHIA, VIRAL S | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19216206 | SYSTEMS AND METHODS FOR TRANSFERRING PERSONALIZED MACHINE LEARNING (ML)/ARTIFICIAL INTELLIGENCE (AI) MODELS AND DATA | SAVENKOV, VADIM | — |
| 19216241 | SYSTEMS AND METHODS FOR INTEGRATING MODELS WITH COORDINATORS AND ARTIFICIAL INTELLIGENCE (AI) AGENTS IN A MARKETPLACE ENVIRONMENT | LADONI, AHOORA | — |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 6 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 19216206 | SYSTEMS AND METHODS FOR TRANSFERRING PERSONALIZED MACHINE LEARNING (ML)/ARTIFICIAL INTELLIGENCE (AI) MODELS AND DATA | SAVENKOV, VADIM | — |
| 19216096 | SYSTEMS AND METHODS FOR DETECTING FRAUD THROUGH ARTIFICIAL INTELLIGENCE (AI) AGENT TESTING | IDOWU, OLUGBENGA O | — |
| 19216241 | SYSTEMS AND METHODS FOR INTEGRATING MODELS WITH COORDINATORS AND ARTIFICIAL INTELLIGENCE (AI) AGENTS IN A MARKETPLACE ENVIRONMENT | LADONI, AHOORA | — |
| 19209196 | COLLABORATIVE ARTIFICIAL INTELLIGENT (AI) AGENT SYSTEMS WITH COORDINATORS/RECOMMENDATIONS FOR SHARED APPLICATIONS AND METHODS THEREOF | TOUGHIRY, ARYAN D | — |
| 19209270 | SYSTEMS AND METHODS FOR CATEGORIZING PERSONAL INFORMATION INTO RELEVANT CATEGORIES CORRESPONDING TO SOCIAL ENGAGEMENT ARTIFICIAL INTELLIGENCE (AI) AGENTS IN A PRIVACY AND AD-SENSITIVE MANNER | ANDERSON, MICHAEL D | — |
| 19209213 | SYSTEMS AND METHODS FOR OWNERSHIP AND BIOMETRIC-BASED AUTHENTICATION THROUGH AN ARTIFICIAL INTELLIGENT AGENT | LAKHIA, VIRAL S | — |
| Art Unit | Apps |
|---|---|
| 3626 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19216206 | SYSTEMS AND METHODS FOR TRANSFERRING PERSONALIZED MACHINE LEARNING (ML)/ARTIFICIAL INTELLIGENCE (AI) MODELS AND DATA | SAVENKOV, VADIM | — | §101§103§112 | Non-Final OA | — | Pending | May 22, 2025 |
| 19216096 | SYSTEMS AND METHODS FOR DETECTING FRAUD THROUGH ARTIFICIAL INTELLIGENCE (AI) AGENT TESTING | IDOWU, OLUGBENGA O | — | §102 | Non-Final OA | — | Pending | May 22, 2025 |
| 19216241 | SYSTEMS AND METHODS FOR INTEGRATING MODELS WITH COORDINATORS AND ARTIFICIAL INTELLIGENCE (AI) AGENTS IN A MARKETPLACE ENVIRONMENT | LADONI, AHOORA | — | §101§103Other | Non-Final OA | — | Pending | May 22, 2025 |
| 19209196 | COLLABORATIVE ARTIFICIAL INTELLIGENT (AI) AGENT SYSTEMS WITH COORDINATORS/RECOMMENDATIONS FOR SHARED APPLICATIONS AND METHODS THEREOF | TOUGHIRY, ARYAN D | 3626 | §103 | Non-Final OA | — | Pending | May 15, 2025 |
| 19209270 | SYSTEMS AND METHODS FOR CATEGORIZING PERSONAL INFORMATION INTO RELEVANT CATEGORIES CORRESPONDING TO SOCIAL ENGAGEMENT ARTIFICIAL INTELLIGENCE (AI) AGENTS IN A PRIVACY AND AD-SENSITIVE MANNER | ANDERSON, MICHAEL D | — | §102 | Non-Final OA | — | Pending | May 15, 2025 |
| 19209213 | SYSTEMS AND METHODS FOR OWNERSHIP AND BIOMETRIC-BASED AUTHENTICATION THROUGH AN ARTIFICIAL INTELLIGENT AGENT | LAKHIA, VIRAL S | — | §103 | Non-Final OA | — | Pending | May 15, 2025 |
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