Prosecution Insights
Last updated: May 29, 2026

Ahmann Kloke LLP

44 pending office actions • 19 clients • 42 examiners • 31 art units • 0 of 44 (0%) have an AI response strategy ready • 56 patents granted in the last 365 days

Portfolio Summary

44
Total Pending OAs
28
Non-Final OAs
16
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 44 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

32
Overdue
0
Due this week
5
Due this month
7
Due in next 60 days
0
Due later

Deadline Fire Line

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. 44 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (32)Due ≤ 30 days (5)Due ≤ 60 days (7)

Case Difficulty Mix

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.

7
Hard (16%)
29
Medium (66%)
2
Easy (5%)
6
Unknown (14%)

Rejection Statute Mix

BucketCases
§101 only7 (16%)
§103 only27 (61%)
§102 only2 (5%)
§112 only2 (5%)
No statute on record6 (14%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
11
Information Tech
25% of docket
9
Communications
20% of docket
4
Semiconductors
9% of docket
19
Mechanical / Eng
43% of docket
1
Business / Other
2% of docket

Time-on-OA Estimate

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.

440 h
Manual time on pending OAs
88 h
Time saved (low, 20%)
154 h
Time saved (mid, 35%)
3.9 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
XIAO, YUQING 2 61.6% +24.5%
NGUYEN, RACHEL NICOLE 2 25.0% +59.4%
NGUYEN, KIM T 1 87.2% +8.4%
DABIPI, DIXON F 1 77.6% +14.7%
TROTTER, SCOTT S 1 62.8% +14.2%
LEUNG, ROBERT B 1 84.3% +17.5%
NGUYEN, PHONG X 1 74.9% +25.3%
OBAID, FATEH M 1 67.9% +35.3%
GARCIA, CARLOS E 1 76.9% +16.4%
ESCALANTE, OVIDIO 1 74.1% +8.3%

Quick Wins (1)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
18885094 GENERATING POLICY COMPLIANT CAPTCHA LEUNG, ROBERT B 38d overdue

Hard Cases (9)

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 #TitleExaminerDue in
18153213 SYSTEMS AND METHODS FOR PREDICTING TRIM DEVICES FOR VEGETATION MANAGEMENT STEWART, CRYSTOL 77d overdue
18149657 DYNAMIC PRICING OF ENERGY CONSUMED FROM A SHARED BATTERY USING REAL-TIME CONSUMPTION DATA MA, LISA 73d overdue
17490273 Hyper Temporal Lidar with Multi-Channel Readout of Returns NGUYEN, RACHEL NICOLE 71d overdue
18185682 SYSTEMS AND METHODS FOR FORECASTING POWER GENERATED BY VARIABLE POWER GENERATION ASSETS NORTON, JENNIFER L 49d overdue
19031121 OUTCOME ANALYSIS FOR GRAPH GENERATION NGUYEN, KIM T 35d overdue
17490194 Hyper Temporal Lidar with Controllable Detection Intervals NGUYEN, RACHEL NICOLE 24d overdue
15219172 TOPOLOGICAL DATA ANALYSIS FOR IDENTIFICATION OF MARKET REGIMES FOR PREDICTION BASHORE, WILLIAM L 8d overdue
18493607 CONTROLLING WIND TURBINE TIMILSINA, SHARAD 5d overdue

Interview Candidates (10)

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 #TitleExaminerDue in
17570916 SYSTEMS AND METHODS OF MULTISPECTRAL SCANNING LIDAR XIAO, YUQING 72d overdue
17490273 Hyper Temporal Lidar with Multi-Channel Readout of Returns NGUYEN, RACHEL NICOLE 71d overdue
18976277 SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED STATE PREDICTION AND VISUALIZATION TROTTER, SCOTT S 51d overdue
18885094 GENERATING POLICY COMPLIANT CAPTCHA LEUNG, ROBERT B 38d overdue
18799867 SEATING ASSIGNMENT AND OPTIMIZATION GARCIA, CARLOS E 28d overdue
17490194 Hyper Temporal Lidar with Controllable Detection Intervals NGUYEN, RACHEL NICOLE 24d overdue
17490248 Hyper Temporal Lidar with Controllable Detection Intervals Based on Location Information XIAO, YUQING 14d
19001402 SYSTEM ADMINISTRATION DABIPI, DIXON F 34d

Client Portfolio (19 clients)

Top Art Units

Art UnitApps
36459
28574
36252
36842
21531
24511
36961
24941
26171
36271

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19031121 OUTCOME ANALYSIS FOR GRAPH GENERATION SymphonyAI Sensa, LLC NGUYEN, KIM T 2153 §101 Non-Final OA 35d overdue Pending Jan 17, 2025
19001402 SYSTEM ADMINISTRATION Panorama9, Inc. DABIPI, DIXON F 2451 §103 Non-Final OA 34d Pending Dec 24, 2024
18976277 SYSTEMS AND METHODS FOR MACHINE LEARNING-BASED STATE PREDICTION AND VISUALIZATION Marvin Behavioral Health Inc. TROTTER, SCOTT S 3696 §103 Non-Final OA 51d overdue Pending Dec 10, 2024
18885094 GENERATING POLICY COMPLIANT CAPTCHA Zoho Corporation Private Limited LEUNG, ROBERT B 2494 §112 Non-Final OA 38d overdue Pending Sep 13, 2024
18807897 DEFINING, DISPLAYING AND INTERACTING WITH TAGS IN A THREE-DIMENSIONAL MODEL Matterport, Inc. NGUYEN, PHONG X 2617 §103 Non-Final OA 42d Pending Aug 16, 2024
18805485 ASSESSMENT AND PERFORMANCE SYSTEM FOR CONTENT DISTRIBUTION ACROSS MULTIPLE CHANNELS Cable Audit Associates, LLC OBAID, FATEH M 3627 §102 Non-Final OA 55d Pending Aug 14, 2024
18799867 SEATING ASSIGNMENT AND OPTIMIZATION Zoho Corporation Private Limited GARCIA, CARLOS E 2686 §103 Non-Final OA 28d overdue Pending Aug 09, 2024
18788078 METHOD AND SYSTEM FOR PROPAGATING NETWORK POLICY ThreatSTOP, Inc. ESCALANTE, OVIDIO 3992 Other Final Rejection 28d overdue Pending Jul 29, 2024
18774754 PATIENT HEALTH RECORD PORTAL GAMIFICATION Medicalmine, Inc. HIGGS, STELLA EUN 3681 §103 Non-Final OA 60d overdue Pending Jul 16, 2024
18752715 ELECTRONIC HEALTH RECORD NAVIGATION Medicalmine, Inc. PATEL, SHREYANS A 2659 §103 Non-Final OA 1d overdue Pending Jun 24, 2024
18677535 SYSTEM AND METHOD OF ASSOCIATING DIGITAL MEDIA WITH COLLECTIBLE-PROTECTIVE APPARATUS Rare Edition LLC TO, BAOQUOC N 2154 §103 Final Rejection 59d overdue Pending May 29, 2024
18711873 IMAGING SYSTEM AND METHOD WITH ADAPTIVE SCANNING ACTIVE ILLUMINATION Aeye, Inc. CHEN, CHIA WEI A 2637 §103 Final Rejection 15d Pending May 20, 2024
18669442 CAPTURING AND ALIGNING THREE-DIMENSIONAL SCENES Matterport, Inc. DOBBS, KRISTIN SENSMEIER 2488 §103 Non-Final OA 72d overdue Pending May 20, 2024
18662852 PROPAGATING INFORMATION WITH NETWORK NODES ThreatSTOP, Inc. WOLDEMARIAM, AYELE F 2447 §103 Non-Final OA 30d overdue Pending May 13, 2024
18647500 EAR INTERFACES AND ASSOCIATED SYSTEMS, METHODS, AND NON-TRANSITORY COMPUTER-READABLE MEDIA Iyo Inc. MONIKANG, GEORGE C 2692 §103 Non-Final OA 8d overdue Pending Apr 26, 2024
18622540 VIRTUAL AUDITORY DISPLAY DEVICES AND ASSOCIATED SYSTEMS, METHODS, AND DEVICES Iyo Inc. NGUYEN, SEAN H 2691 §103 Non-Final OA 42d Pending Mar 29, 2024
18616100 ARTIFICIAL INTELLIGENCE ASSISTED INTERVIEW SYSTEM FOR GENERATING AND QUERYING INTERACTIVE VIDEOS StoryFile, Inc. OPSASNICK, MICHAEL N 2658 §103 Non-Final OA 2d overdue Pending Mar 25, 2024
18612986 SCALABLE SYSTEMS AND METHODS FOR ASSESSING HEALTHY CONDITION SCORES IN RENEWABLE ASSET MANAGEMENT Utopus Insights, Inc. BARBEE, MANUEL L 2857 Other Non-Final OA 2d overdue Pending Mar 21, 2024
18540452 SYSTEMS AND METHODS FOR DISPLAYING RENEWABLE ENERGY ASSET HEALTH RISK INFORMATION Utopus Insights, Inc. TORRICO-LOPEZ, ALAN 3625 §103 Final Rejection 59d overdue Pending Dec 14, 2023
18511926 TDA ENHANCED NEAREST NEIGHBORS SymphonyAI Sensa, LLC MORRISON, JAY A 2151 §101 Final Rejection 55d Pending Nov 16, 2023
18493607 CONTROLLING WIND TURBINE Utopus Insights, Inc. TIMILSINA, SHARAD 2857 §101 Non-Final OA 5d overdue Pending Oct 24, 2023
18185682 SYSTEMS AND METHODS FOR FORECASTING POWER GENERATED BY VARIABLE POWER GENERATION ASSETS Utopus Insights, Inc. NORTON, JENNIFER L 2117 §101 Non-Final OA 49d overdue Pending Mar 17, 2023
18157125 Systems and Methods for High Precision Direct Time-of-Flight Lidar in the Presence of Strong Pile-Up Aeye, Inc. BAGHDASARYAN, HOVHANNES 3645 §102 Non-Final OA 58d overdue Pending Jan 20, 2023
18153213 SYSTEMS AND METHODS FOR PREDICTING TRIM DEVICES FOR VEGETATION MANAGEMENT Aidash Inc. STEWART, CRYSTOL 3624 §101 Final Rejection 77d overdue Pending Jan 11, 2023
18149657 DYNAMIC PRICING OF ENERGY CONSUMED FROM A SHARED BATTERY USING REAL-TIME CONSUMPTION DATA Utopus Insights, Inc. MA, LISA 3628 §101 Final Rejection 73d overdue Pending Jan 03, 2023
18149043 SYSTEMS AND METHODS FOR PREDICTING STORMS AND ELECTRICAL DEVICE OUTAGES FROM STORMS Aidash Inc. ISHIZUKA, YOSHIHISA 2857 §112 Final Rejection 2d overdue Pending Dec 30, 2022
17921928 TREATMENT RECOMMENDATION Arine Inc. HANKS, BENJAMIN L 3684 §103 Non-Final OA 71d overdue Pending Oct 27, 2022
17867310 ZAAF - Augmented Analytics Framework with Deep Metrics Discovery Zoho Corporation Private Limited SINGLETARY, TYRONE E 3625 Non-Final OA 21d Pending Jul 18, 2022
17811052 CARD PROTECTIVE APPARATUS Rare Edition LLC KLAYMAN, AMIR ARIE 3711 §103 Final Rejection 60d overdue Pending Jul 06, 2022
17570916 SYSTEMS AND METHODS OF MULTISPECTRAL SCANNING LIDAR Aeye, Inc. XIAO, YUQING 3645 §103 Final Rejection 72d overdue Pending Jan 07, 2022
17647312 ALGORITHM FOR BUILDING IN-CONTEXT REPORT DASHBOARDS Virtual Instruments Worldwide, Inc. DENNISON, JERRY B 2409 §103 Non-Final OA 1d overdue Pending Jan 06, 2022
17554237 Lidar Receiver with Adjustable Lens Aeye, Inc. CHILTON, CLARA GRACE 3645 §103 Non-Final OA 34d Pending Dec 17, 2021
17554256 Multi-Lens Lidar Receiver with Multiple Readout Channels Aeye, Inc. CHEN, CHIA-LING 3645 Other Final Rejection 25d overdue Pending Dec 17, 2021
17490273 Hyper Temporal Lidar with Multi-Channel Readout of Returns Aeye, Inc. NGUYEN, RACHEL NICOLE 3645 §103 Final Rejection 71d overdue Pending Sep 30, 2021
17490248 Hyper Temporal Lidar with Controllable Detection Intervals Based on Location Information Aeye, Inc. XIAO, YUQING 3645 §103 Non-Final OA 14d Pending Sep 30, 2021
17490204 Hyper Temporal Lidar with Shot-Specific Detection Control Aeye, Inc. RICHTER, KARA MARIE 3645 §103 Non-Final OA 29d Pending Sep 30, 2021
17490194 Hyper Temporal Lidar with Controllable Detection Intervals Aeye, Inc. NGUYEN, RACHEL NICOLE 3645 §103 Non-Final OA 24d overdue Pending Sep 30, 2021
17490260 Hyper Temporal Lidar with Optimized Range-Based Detection Intervals Aeye, Inc. BOEGHOLM, ISABELLE LIN 3645 Other Final Rejection 56d Pending Sep 30, 2021
17483548 SYSTEMS AND METHODS OF REAL-TIME DETECTION OF AND GEOMETRY GENERATION FOR PHYSICAL GROUND PLANES Aeye, Inc. TRUONG, KARL DUC 2614 §103 Non-Final OA 22d Pending Sep 23, 2021
17324057 CONTACT LIST AGGREGATION AND DISPLAY Ebuddy Technologies B.V. BAROT, BHARAT 2453 Other Non-Final OA 146d overdue Pending May 18, 2021
17069504 SEMANTIC UNDERSTANDING OF 3D DATA Matterport, Inc. MAZUMDER, SAPTARSHI 2612 §103 Non-Final OA 44d overdue Pending Oct 13, 2020
16235361 SCALABLE SYSTEM AND METHOD FOR FORECASTING WIND TURBINE FAILURE WITH VARYING LEAD TIME WINDOWS Utopus Insights, Inc. KARAVIAS, DENISE R 2857 §103 Final Rejection 58d overdue Pending Dec 28, 2018
15376613 DETECTION OF FRAUD OR ABUSE Ayasdi AI LLC LEE, ANDREW ELDRIDGE 3684 §103 Final Rejection 49d overdue Pending Dec 12, 2016
15219172 TOPOLOGICAL DATA ANALYSIS FOR IDENTIFICATION OF MARKET REGIMES FOR PREDICTION Ayasdi AI LLC BASHORE, WILLIAM L 2174 §101 Final Rejection 8d overdue Pending Jul 25, 2016

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