Technology areas: Computing & Software • Semiconductors, Circuits & Optics
33 pending office actions • 4 clients • 32 examiners • 24 art units • 0 of 33 (0%) have an AI response strategy ready
Mannava & Kang, P.C. reports 34 pending office actions in Computing & Software and 2429 career applications. Its resolved allowance rate is 94.24%, with an average of 3.8 office actions per allowance.
The application base and pending docket document active prosecution work in the reported technology area. The allowance rate describes resolved outcomes, while the office-action average provides a measure of examination activity associated with allowances. Practitioners can use the figures to review current obligations with historical context.
Based on the USPTO statutory response window for each pending office action. 6 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. 6 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 | 4 (12%) |
| §101 + other | 9 (27%) |
| §103 only | 6 (18%) |
| Double-patenting + other | 1 (3%) |
| Multi-statute (no §101) | 13 (39%) |
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 |
|---|---|---|---|
| YECHURI, SITARAMARAO S | 2 | 85.4% | -8.1% |
| CHISM, STEVEN R | 1 | 30.8% | +42.3% |
| HASKINS, TWYLER LAMB | 1 | 58.1% | +8.6% |
| JACKSON, MONIQUE R | 1 | 34.8% | +44.3% |
| CHOUDHURY, MUSTAK | 1 | 84.9% | +21.3% |
| CHANG, AUDREY Y | 1 | 46.6% | +20.8% |
| ABDELRAHEEM, MOHAMMED SAID | 1 | 90.9% | +11.5% |
| HYTREK, ASHLEY LYNN | 1 | 89.7% | +12.0% |
| ORANGE, DAVID BENJAMIN | 1 | 31.7% | +28.2% |
| HENRY, MATTHEW D | 1 | 29.7% | +19.7% |
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 |
|---|---|---|---|
| 19000123 | OPTICAL DEVICE HAVING OPTICAL AND MECHANICAL PROPERTIES | CHOUDHURY, MUSTAK | — |
| 18821834 | METHOD AND SYSTEM FOR GENERATING ROBOTIC INSTRUCTIONS | HYTREK, ASHLEY LYNN | — |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17195890 | METHOD AND SYSTEM FOR MACHINE LEARNING BASED USER EXPERIENCE EVALUATION FOR INFORMATION TECHNOLOGY SUPPORT SERVICES | HATCHER, DEIRDRE D | 294d overdue |
| 18101579 | SYSTEM FOR PROBABILISTIC MODELING AND MULTI-LAYER MODELING FOR DIGITAL TWINS | TRIEU, EM N | 15d |
| 18355586 | PHOTODIODE MODULES WITH REDUCED RECOVERY TIMES | YECHURI, SITARAMARAO S | 33d |
| 18135920 | DATA ENTHALPY BASED INTELLIGENT DATA INSIGHT GENERATION SYSTEM | BROWN, SARA GRACE | 69d |
| 18340936 | BATTERY TESTING SYSTEM AND APPARATUS WITH DYNAMIC FORCE APPLICATION | FRANCIS, ADAM JOSEPH | 82d |
| 19046141 | METHOD AND SYSTEM FOR DETERMINING OUTCOME FOR ELECTRONIC TRANSACTION | CHISM, STEVEN R | — |
| 19011123 | HIGH CHROMATICITY PIGMENT FLAKES AND FOILS | JACKSON, MONIQUE R | — |
| 18908263 | ENABLING COMMUNICATION OF MULTI-MEDIA MESSAGES DURING BIDIRECTIONAL TESTING OF A COMMUNICATION LINK UNDER TEST (LUT) | ABDELRAHEEM, MOHAMMED SAID | — |
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 |
|---|---|---|---|
| 19046141 | METHOD AND SYSTEM FOR DETERMINING OUTCOME FOR ELECTRONIC TRANSACTION | CHISM, STEVEN R | — |
| 19011123 | HIGH CHROMATICITY PIGMENT FLAKES AND FOILS | JACKSON, MONIQUE R | — |
| 19000123 | OPTICAL DEVICE HAVING OPTICAL AND MECHANICAL PROPERTIES | CHOUDHURY, MUSTAK | — |
| 18974500 | THIN FILM INTERFERENCE PIGMENTS WITH A COATING OF NANOPARTICLES | CHANG, AUDREY Y | — |
| 18908263 | ENABLING COMMUNICATION OF MULTI-MEDIA MESSAGES DURING BIDIRECTIONAL TESTING OF A COMMUNICATION LINK UNDER TEST (LUT) | ABDELRAHEEM, MOHAMMED SAID | — |
| 18821834 | METHOD AND SYSTEM FOR GENERATING ROBOTIC INSTRUCTIONS | HYTREK, ASHLEY LYNN | — |
| 18840012 | SYSTEM AND TRAINING SYSTEM FOR COMPUTER IMPLEMENTED GENERATING SYNTHETIC IMAGES REPRESENTING COMPRESSED VERSIONS OF ORIGINAL IMAGES | ORANGE, DAVID BENJAMIN | — |
| 18808915 | COMPUTER-IMPLEMENTED METHOD AND COMPUTER SYSTEM FOR OBSOLESCENCE PREDICTION | HENRY, MATTHEW D | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Accenture | 18 |
| Viavi | 13 |
| Ars Software Solutions AG | 1 |
| Emage AI Pte. Ltd. | 1 |
| Art Unit | Apps |
|---|---|
| 2872 | 3 |
| 3625 | 3 |
| 2855 | 2 |
| 2128 | 2 |
| 2122 | 2 |
| 2893 | 2 |
| 2127 | 2 |
| 3692 | 1 |
| 2639 | 1 |
| 1787 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19046141 | METHOD AND SYSTEM FOR DETERMINING OUTCOME FOR ELECTRONIC TRANSACTION | Accenture Global Solutions Limited | CHISM, STEVEN R | 3692 | §101§103§112 | Non-Final OA | — | Pending | Feb 05, 2025 |
| 19036861 | SYSTEM AND METHOD FOR VEHICLE TOLL MANAGEMENT | Accenture Global Solutions Limited | HASKINS, TWYLER LAMB | 2639 | §103 | Non-Final OA | — | Pending | Jan 24, 2025 |
| 19011123 | HIGH CHROMATICITY PIGMENT FLAKES AND FOILS | VIAVI SOLUTIONS INC. | JACKSON, MONIQUE R | 1787 | §102§103§112 | Non-Final OA | — | Pending | Jan 06, 2025 |
| 19000123 | OPTICAL DEVICE HAVING OPTICAL AND MECHANICAL PROPERTIES | VIAVI SOLUTIONS INC. | CHOUDHURY, MUSTAK | 2872 | §103Other | Non-Final OA | — | Pending | Dec 23, 2024 |
| 18974500 | THIN FILM INTERFERENCE PIGMENTS WITH A COATING OF NANOPARTICLES | VIAVI SOLUTIONS INC. | CHANG, AUDREY Y | 2872 | §102§103DP | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18908263 | ENABLING COMMUNICATION OF MULTI-MEDIA MESSAGES DURING BIDIRECTIONAL TESTING OF A COMMUNICATION LINK UNDER TEST (LUT) | VIAVI SOLUTIONS INC. | ABDELRAHEEM, MOHAMMED SAID | 2635 | §103§112 | Non-Final OA | — | Pending | Oct 07, 2024 |
| 18821834 | METHOD AND SYSTEM FOR GENERATING ROBOTIC INSTRUCTIONS | Accenture Global Solutions Limited | HYTREK, ASHLEY LYNN | 2665 | §103 | Final Rejection | — | Pending | Aug 30, 2024 |
| 18840012 | SYSTEM AND TRAINING SYSTEM FOR COMPUTER IMPLEMENTED GENERATING SYNTHETIC IMAGES REPRESENTING COMPRESSED VERSIONS OF ORIGINAL IMAGES | Ars Software Solutions AG | ORANGE, DAVID BENJAMIN | 2663 | §103 | Final Rejection | — | Pending | Aug 20, 2024 |
| 18808915 | COMPUTER-IMPLEMENTED METHOD AND COMPUTER SYSTEM FOR OBSOLESCENCE PREDICTION | Accenture Global Solutions Limited | HENRY, MATTHEW D | 3625 | §101 | Final Rejection | — | Pending | Aug 19, 2024 |
| 18675841 | DIRECT CONTROL ON LASER FREQUENCY FOR DUAL-PULSE DISTRIBUTED ACOUSTIC SENSING (DAS) | VIAVI SOLUTIONS INC. | LARKIN, DANIEL SEAN | 2855 | §102§103§112 | Non-Final OA | — | Pending | May 28, 2024 |
| 18674398 | METHOD AND APPARATUS FOR PROCESSING AND QUERYING DATA PERTAINING TO AN ENTERPRISE | Accenture Global Solutions Limited | ANDERSON, SCOTT C | 3694 | §101§102§103 | Final Rejection | — | Pending | May 24, 2024 |
| 18673069 | SYSTEM AND METHOD FOR MEASURING A GAS CONCENTRATION IN ONE OR MORE REACTION CHAMBERS | VIAVI SOLUTIONS INC. | SINGER, DAVID L | 2855 | §102§103 | Final Rejection | — | Pending | May 23, 2024 |
| 18602139 | INTELLIGENT PROMPT EVALUATION AND ENHANCEMENT FOR GENERATIVE ARTIFICIAL INTELLIGENCE PROCESSING | Accenture Global Solutions Limited | GIROUX, GEORGE | 2128 | §101§102§103§112 | Non-Final OA | — | Pending | Mar 12, 2024 |
| 18597479 | DECISION ENGINE FOR COMPUTING SYSTEM ENERGY MANAGEMENT | Accenture Global Solutions Limited | BOLEN, NICHOLAS D | 3624 | §101§103 | Final Rejection | — | Pending | Mar 06, 2024 |
| 18412079 | MULTIPLE MAGNIFICATION INSPECTION OF DUTS | VIAVI SOLUTIONS INC. | STOCK JR, GORDON J | 2877 | §102§103§112 | Non-Final OA | — | Pending | Jan 12, 2024 |
| 18393864 | ARTIFICIAL INTELLIGENCE (AI) BASED DATA PRODUCT PROVISIONING | Accenture Global Solutions Limited | ALLEN, NICHOLAS E | 2154 | §101§103 | Non-Final OA | — | Pending | Dec 22, 2023 |
| 18241397 | CIRCULAR MANUFACTURING OF TEXTILE-BASED SENSORS | Accenture Global Solutions Limited | CAZAN, LIVIUS RADU | 3729 | §103§112 | Final Rejection | — | Pending | Sep 01, 2023 |
| 18356832 | Rule-Based Hypothesis Refinement for Link Prediction Systems | Accenture Global Solutions Limited | ANDERSON-FEARS, KEENAN NEIL | 2122 | §101§103§112 | Non-Final OA | — | Pending | Jul 21, 2023 |
| 18355586 | PHOTODIODE MODULES WITH REDUCED RECOVERY TIMES | VIAVI SOLUTIONS INC. | YECHURI, SITARAMARAO S | 2893 | §103§112 | Non-Final OA | 33d | Pending | Jul 20, 2023 |
| 18354819 | PHOTODIODE SEMICONDUCTOR STACKS WITH REDUCED RECOVERY TIMES | VIAVI SOLUTIONS INC. | YECHURI, SITARAMARAO S | 2893 | §102§103§112 | Non-Final OA | — | Pending | Jul 19, 2023 |
| 18340936 | BATTERY TESTING SYSTEM AND APPARATUS WITH DYNAMIC FORCE APPLICATION | Accenture Global Solutions Limited | FRANCIS, ADAM JOSEPH | 1728 | §102§103 | Final Rejection | 82d | Pending | Jun 26, 2023 |
| 18135920 | DATA ENTHALPY BASED INTELLIGENT DATA INSIGHT GENERATION SYSTEM | Accenture Global Solutions Limited | BROWN, SARA GRACE | 3625 | §101 | Final Rejection | 69d | Pending | Apr 18, 2023 |
| 18111038 | MACHINE LEARNING-BASED CONVERSATION ANALYSIS | Accenture Global Solutions Limited | KAWSAR, ABDULLAH AL | 2127 | §101§103§112 | Final Rejection | — | Pending | Feb 17, 2023 |
| 18106522 | EVALUATION OF RELIABILITY OF ARTIFICIAL INTELLIGENCE (AI) MODELS | Accenture Global Solutions Limited | CHEEMA, NOOR FATIMA | 2127 | §102§103 | Final Rejection | — | Pending | Feb 07, 2023 |
| 18101579 | SYSTEM FOR PROBABILISTIC MODELING AND MULTI-LAYER MODELING FOR DIGITAL TWINS | Accenture Global Solutions Limited | TRIEU, EM N | 2128 | §101 | Non-Final OA | 15d | Pending | Jan 25, 2023 |
| 18081264 | ENERGY EFFICIENT COLLABORATION FOR ENVIRONMENTAL SOCIAL AND GOVERNANCE (ESG) DATA CONSOLIDATION AND VALIDATION IN THE METAVERSE | Accenture Global Solutions Limited | HO, THOMAS Y | 2141 | §101 | Final Rejection | — | Pending | Dec 14, 2022 |
| 17972453 | DIE INCLUDING A NON-RECTANGULAR SHAPED OPTICAL MATERIAL AND METHODS OF MANUFACTURE | VIAVI SOLUTIONS INC. | ZHANG, MICHAEL N | 1781 | §103 | Final Rejection | — | Pending | Oct 24, 2022 |
| 17868262 | EVENT PROCESSING AND PREDICTION UPDATING AT A DIGITAL TWIN | Accenture Global Solutions Limited | WHITE, JAY MICHAEL | 2188 | §101§112 | Non-Final OA | — | Pending | Jul 19, 2022 |
| 17737865 | DIE INCLUDING OPTICAL ELEMENTS | VIAVI SOLUTIONS INC. | STANFORD, CHRISTOPHER J | 2872 | §102§103§112 | Non-Final OA | — | Pending | May 05, 2022 |
| 17412726 | PROXY INTERPRETER TO UPGRADE AUTOMATED LEGACY SYSTEMS | Emage AI Pte. Ltd. | DAY, ROBERT N | 2122 | §103§112 | Final Rejection | — | Pending | Aug 26, 2021 |
| 17338118 | METHOD OF REPLICATING A MICROSTRUCTURE PATTERN | VIAVI SOLUTIONS INC. | MELLOTT, JAMES M | 1759 | §103 | Final Rejection | 63d | Pending | Jun 03, 2021 |
| 17195890 | METHOD AND SYSTEM FOR MACHINE LEARNING BASED USER EXPERIENCE EVALUATION FOR INFORMATION TECHNOLOGY SUPPORT SERVICES | Accenture Global Solutions Limited | HATCHER, DEIRDRE D | 3625 | §101§103 | Non-Final OA | 294d overdue | Pending | Mar 09, 2021 |
| 16297294 | SOLVENT-LESS METHOD TO MANUFACTURE THIN FILM DEVICES | VIAVI SOLUTIONS INC. | DAGENAIS, KRISTEN A | 1717 | §103§112 | Final Rejection | — | Pending | Mar 08, 2019 |
IP Author helps law firms respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.
Start Free Trial94.2% of resolved applications prosecuted by Mannava & Kang, P.C. were allowed, across 2,429 applications in USPTO records.
3.80 office actions per allowed application on average.
33 pending office actions as of October 2026, for 4 clients, before 32 examiners in 24 art units.
