Prosecution Insights
Prosecution Insights
36 pending office actions • 1 client • 35 examiners • 26 art units • 0 of 36 (0%) have an AI response strategy ready • 88 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 36 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 36 of the docket's apps have a known mailing date.
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 only | 2 (6%) |
| §103 only | 32 (89%) |
| §102 only | 1 (3%) |
| Double-patenting + other | 1 (3%) |
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 |
|---|---|---|---|
| DAGNEW, SABA | 2 | 37.6% | +17.7% |
| WANG, YUEHAN | 1 | 83.1% | +13.3% |
| BROWN, SHEREE N | 1 | 65.2% | +26.7% |
| GOCO, JOHN PATRICK | 1 | — | — |
| MASTERS, KRISTEN MICHELLE | 1 | 63.0% | +22.3% |
| CHIN, MICHELLE | 1 | 85.2% | +11.5% |
| HOANG, SON T | 1 | 83.4% | +35.0% |
| SOMERS, MARC S | 1 | 64.7% | +34.5% |
| YANG, YI | 1 | 71.2% | +17.8% |
| PRINGLE-PARKER, JASON A | 1 | 83.5% | +13.8% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 4 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18757641 | SUBJECT-ACTION IMAGE GENERATION USING STEPWISE INFERENCE AND FREQUENCY GUIDANCE | CHIN, MICHELLE | 36d overdue |
| 18817915 | SELF ATTENTION REFERENCE FOR IMPROVED DIFFUSION PERSONALIZATION | WANG, YUEHAN | 16d overdue |
| 18747630 | NATURAL LANGUAGE QUERY FILTERING | HOANG, SON T | 12d |
| 18637024 | INTERMEDIATE NOISE RETRIEVAL FOR IMAGE GENERATION | PRINGLE-PARKER, JASON A | 55d |
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 |
|---|---|---|---|
| 18451590 | DELIVERY AWARE AUDIENCE SEGMENTATION | WHITE, DYLAN C | 28d |
| 18157854 | PRODUCT DESCRIPTION AUGMENTATION | PRESTON, ASHLEY DAWN | 33d |
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 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18757641 | SUBJECT-ACTION IMAGE GENERATION USING STEPWISE INFERENCE AND FREQUENCY GUIDANCE | CHIN, MICHELLE | 36d overdue |
| 18817692 | MODALITY SPECIFIC LEARNABLE ATTENTION FOR MULTI-CONDITIONED DIFFUSION MODELS | BROWN, SHEREE N | 19d overdue |
| 18817915 | SELF ATTENTION REFERENCE FOR IMPROVED DIFFUSION PERSONALIZATION | WANG, YUEHAN | 16d overdue |
| 18477735 | SYSTEMS AND METHODS FOR CONTEXTUAL CONTENT GENERATION | DAGNEW, SABA | 5d |
| 18747630 | NATURAL LANGUAGE QUERY FILTERING | HOANG, SON T | 12d |
| 18773274 | PROMPT AUGMENTATION BASED ON ENTITY TAGGING | MASTERS, KRISTEN MICHELLE | 14d |
| 18675451 | DOCUMENT-BASED PRESENTATION GENERATION | SOMERS, MARC S | 27d |
| 18637024 | INTERMEDIATE NOISE RETRIEVAL FOR IMAGE GENERATION | PRINGLE-PARKER, JASON A | 55d |
| Client (Assignee) | Pending OAs |
|---|---|
| Adobe | 36 |
| Art Unit | Apps |
|---|---|
| 2617 | 5 |
| 2659 | 2 |
| 2614 | 2 |
| 2616 | 2 |
| 2615 | 2 |
| 3621 | 2 |
| 2178 | 2 |
| 2612 | 1 |
| 2611 | 1 |
| 2169 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18817915 | SELF ATTENTION REFERENCE FOR IMPROVED DIFFUSION PERSONALIZATION | Adobe Inc. | WANG, YUEHAN | 2617 | §103 | Non-Final OA | 16d overdue | Pending | Aug 28, 2024 |
| 18817692 | MODALITY SPECIFIC LEARNABLE ATTENTION FOR MULTI-CONDITIONED DIFFUSION MODELS | Adobe Inc. | BROWN, SHEREE N | 2612 | §103 | Non-Final OA | 19d overdue | Pending | Aug 28, 2024 |
| 18785914 | SCORE BASED FINE-GRAINED CONTROL OF CONCEPT GENERATION | Adobe Inc. | GOCO, JOHN PATRICK | 2611 | §103 | Non-Final OA | 5d overdue | Pending | Jul 26, 2024 |
| 18773274 | PROMPT AUGMENTATION BASED ON ENTITY TAGGING | Adobe Inc. | MASTERS, KRISTEN MICHELLE | 2659 | §103 | Non-Final OA | 14d | Pending | Jul 15, 2024 |
| 18757641 | SUBJECT-ACTION IMAGE GENERATION USING STEPWISE INFERENCE AND FREQUENCY GUIDANCE | Adobe Inc. | CHIN, MICHELLE | 2614 | §103 | Non-Final OA | 36d overdue | Pending | Jun 28, 2024 |
| 18747630 | NATURAL LANGUAGE QUERY FILTERING | Adobe Inc. | HOANG, SON T | 2169 | §103 | Non-Final OA | 12d | Pending | Jun 19, 2024 |
| 18675451 | DOCUMENT-BASED PRESENTATION GENERATION | Adobe Inc. | SOMERS, MARC S | 2159 | §103 | Final Rejection | 27d | Pending | May 28, 2024 |
| 18639301 | ONE-STEP DIFFUSION WITH DISTRIBUTION MATCHING DISTILLATION | Adobe Inc. | YANG, YI | 2616 | DPOther | Final Rejection | 75d | Pending | Apr 18, 2024 |
| 18637024 | INTERMEDIATE NOISE RETRIEVAL FOR IMAGE GENERATION | Adobe Inc. | PRINGLE-PARKER, JASON A | 2617 | §103 | Non-Final OA | 55d | Pending | Apr 16, 2024 |
| 18609625 | CLUSTERING USERS ACCORDING TO CAUSAL RELATIONSHIPS AMONG USER DATA | Adobe Inc. | GOLDBERG, IVAN R | 3619 | §103 | Final Rejection | 38d overdue | Pending | Mar 19, 2024 |
| 18443590 | UPSIDE-DOWN REINFORCEMENT LEARNING FOR IMAGE GENERATION MODELS | Adobe Inc. | FOSTER, THOMAS JOHN | 2616 | §103 | Final Rejection | 7d | Pending | Feb 16, 2024 |
| 18439157 | LEARNING CONTINUOUS CONTROL FOR 3D-AWARE IMAGE GENERATION ON TEXT-TO-IMAGE DIFFUSION MODELS | Adobe Inc. | PROVIDENCE, VINCENT ALEXANDER | 2617 | §103 | Final Rejection | 22d | Pending | Feb 12, 2024 |
| 18432580 | SKETCH TO IMAGE GENERATION USING CONTROL NETWORK | Adobe Inc. | LE, MICHAEL | 2614 | §103 | Non-Final OA | 35d | Pending | Feb 05, 2024 |
| 18482754 | DATA EXTRACTION AND ANALYSIS FROM UNSTRUCTURED DOCUMENTS | Adobe Inc. | SMITH, SEAN THOMAS | 2659 | §103 | Non-Final OA | 26d | Pending | Oct 06, 2023 |
| 18482599 | COLORIZATION OF IMAGES AND VECTOR GRAPHICS | Adobe Inc. | COCHRAN, BRIANNA RENAE | 2615 | §103 | Non-Final OA | 12d | Pending | Oct 06, 2023 |
| 18477735 | SYSTEMS AND METHODS FOR CONTEXTUAL CONTENT GENERATION | Adobe Inc. | DAGNEW, SABA | 3621 | §103 | Non-Final OA | 5d | Pending | Sep 29, 2023 |
| 18477772 | SYSTEMS AND METHODS FOR FEEDBACK-GUIDED CONTENT GENERATION | Adobe Inc. | DAGNEW, SABA | 3621 | §103 | Non-Final OA | 63d | Pending | Sep 29, 2023 |
| 18477670 | SYSTEMS AND METHODS FOR DATA CLUSTERING USING MACHINE LEARNING | Adobe Inc. | LE, HUNG D | 2161 | §103 | Non-Final OA | 15d overdue | Pending | Sep 29, 2023 |
| 18470778 | TEXT-AUGMENTED OBJECT CENTRIC RELATIONSHIP DETECTION | Adobe Inc. | NASHER, AHMED ABDULLALIM-M | 2675 | §103 | Final Rejection | 29d | Pending | Sep 20, 2023 |
| 18452827 | IMAGE RELIGHTING | Adobe Inc. | WANG, JIN CHENG | 2617 | §103 | Non-Final OA | 11d overdue | Pending | Aug 21, 2023 |
| 18451590 | DELIVERY AWARE AUDIENCE SEGMENTATION | Adobe Inc. | WHITE, DYLAN C | 3625 | §101 | Non-Final OA | 28d | Pending | Aug 17, 2023 |
| 18332163 | MULTI-ATTRIBUTE FACE EDITING | Adobe Inc. | BARHAM, RYAN ALLEN | 2613 | §102 | Non-Final OA | 8d overdue | Pending | Jun 09, 2023 |
| 18328950 | EFFICIENT AUGMENTATION FOR MULTIMODAL MACHINE LEARNING | Adobe Inc. | BARNES JR, CARL E | 2178 | §103 | Final Rejection | 14d | Pending | Jun 05, 2023 |
| 18312246 | ABSTRACT BACKGROUND GENERATION | Adobe Inc. | AHN, CHRISTINE YERA | 2615 | §103 | Final Rejection | 34d | Pending | May 04, 2023 |
| 18300721 | STRUCTURED DOCUMENT GENERATION FROM TEXT PROMPTS | Adobe Inc. | STORK, KYLE R | 2128 | §103 | Non-Final OA | 9d overdue | Pending | Apr 14, 2023 |
| 18178018 | CONTEXTUAL MEDIA GENERATION | Adobe Inc. | GOEBEL, EMMA ROSE | 2662 | §103 | Non-Final OA | 15d overdue | Pending | Mar 03, 2023 |
| 18178225 | SYSTEMS AND METHODS FOR MACHINE LEARNING TRANSFERABILITY | Adobe Inc. | XIA, XUYANG | 2143 | §103 | Final Rejection | 22d | Pending | Mar 03, 2023 |
| 18168677 | SYSTEMS AND METHODS FOR COLLABORATIVE AGREEMENT SIGNING | Adobe Inc. | BURKE, TIONNA M | 2178 | §103 | Final Rejection | 29d overdue | Pending | Feb 14, 2023 |
| 18157854 | PRODUCT DESCRIPTION AUGMENTATION | Adobe Inc. | PRESTON, ASHLEY DAWN | 3688 | §101 | Non-Final OA | 33d | Pending | Jan 23, 2023 |
| 18057453 | TEXT AND COLOR-GUIDED LAYOUT CONTROL WITH A DIFFUSION MODEL | Adobe Inc. | RICHER, AARON M | 2617 | §103 | Non-Final OA | 14d | Pending | Nov 21, 2022 |
| 18051364 | GENERATIVE GRAPH MODELING FRAMEWORK | Adobe Inc. | BAKER, EZRA JAMES | 2126 | §103 | Final Rejection | 4d overdue | Pending | Oct 31, 2022 |
| 18047335 | SYSTEMS AND METHODS FOR DATA CORRECTION | Adobe Inc. | PHAM, JESSICA THUY | 2121 | §103 | Final Rejection | 4d overdue | Pending | Oct 18, 2022 |
| 17815448 | CONFIDENCE EVALUATION MODEL FOR STRUCTURE PREDICTION TASKS | Adobe Inc. | ALABI, OLUWATOSIN O | 2129 | §103 | Final Rejection | 36d | Pending | Jul 27, 2022 |
| 17656263 | SYSTEM AND METHOD FOR OUTAGE FORECASTING | Adobe Inc. | HUANG, YAO D | 2124 | §103 | Non-Final OA | 11d overdue | Pending | Mar 24, 2022 |
| 17651076 | ACTION RECOGNITION USING COMPRESSED FRAME FEATURES | Adobe Inc. | PRINCE, JESSICA MARIE | 2486 | §103 | Non-Final OA | 45d overdue | Pending | Feb 15, 2022 |
| 17319776 | INTENT-INFORMED RECOMMENDATIONS USING CLUSTERS OF FEATURES WITH MACHINE LEARNING | Adobe Inc. | RAHMAN, IBRAHIM | 2122 | §103 | Final Rejection | 87d overdue | Pending | May 13, 2021 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial