Prosecution Insights
Last updated: July 17, 2026

Buckley, Maschoff & Talwalkar LLC

38 pending office actions • 9 clients • 37 examiners • 26 art units • 0 of 38 (0%) have an AI response strategy ready • 46 patents granted in the last 365 days

Quality Metrics (n=12564 apps, methodology: how we score firms)

83.9%
Allowance Rate
n=12564
+0.61σ
Allowance Rate (norm)
n=12564
3.9
OAs to Allowance
n=9170
+0.17σ
OAs to Allow (norm)
n=9170
1202 days
Time to Allowance
n=9170
+7.4pp
Interview Lift
n=12564
31.3%
RCE Rate
n=12564
5.0%
Appeal Rate
n=12564

Rejection Performance (% of received rejections ultimately overcome)

79.8%
§101 Overcome
n=554
84.4%
§102 Overcome
n=1396
83.3%
§103 Overcome
n=6519
89.4%
§112 Overcome
n=706

Specialization & Scale

G06F, G06Q, H04L
Top CPC Subclasses
20%
Top-3 CPC Share
n=12564
4
Practitioners
n=12564
3141.0
Apps / Practitioner
n=12564

Portfolio Summary

38
Total Pending OAs
26
Non-Final OAs
10
Final Rejections
2
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 20 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

8
Overdue
0
Due this week
5
Due this month
4
Due in next 60 days
3
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. 20 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (8)Due ≤ 30 days (5)Due ≤ 60 days (4)Due later (3)

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.

12
Hard (32%)
20
Medium (53%)
4
Easy (11%)
2
Unknown (5%)

Rejection Statute Mix

BucketCases
§101 only12 (32%)
§103 only19 (50%)
§102 only1 (3%)
§112 only3 (8%)
Double-patenting only1 (3%)
No statute on record2 (5%)

Industry Mix

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

1
Life Sciences
3% of docket
9
Information Tech
24% of docket
1
Communications
3% of docket
2
Semiconductors
5% of docket
25
Mechanical / Eng
66% of docket
0
Business / Other
0% 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.

380 h
Manual time on pending OAs
76 h
Time saved (low, 20%)
133 h
Time saved (mid, 35%)
3.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
PEACH, POLINA G 2 50.1% +23.6%
SCHWARZENBERG, PAUL 1 61.9% +28.5%
CAMPEN, KELLY SCAGGS 1 50.7% +31.9%
DELICH, STEPHANIE ZAGARELLA 1 38.8% +36.0%
JARRETT, SCOTT L 1 52.0% +48.0%
WALRAED-SULLIVAN, KYLE 1 73.5% +30.6%
HERRING, BRENT W 1 69.0% +16.6%
EL-ZOOBI, MARIA 1 78.7% +14.2%
JAGER, RYAN C 1 89.6% +2.9%
HOLZMACHER, DERICK J 1 44.7% +29.5%

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
18667321 MULTI-RANGE TEMPERATURE COMPENSATION FOR PROGRAMMABLE CIRCUIT ELEMENTS JAGER, RYAN C 11d overdue

Hard Cases (12)

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
17864589 BENEFIT ADMINISTRATION PLATFORM BALLOU, MAAME BOAKYEWAA 125d overdue
18318845 METHODS AND SYSTEMS FOR TRACKING WILDFIRES USING WEATHER RADAR DATA SATANOVSKY, ALEXANDER 119d overdue
17644240 SYSTEM AND METHOD FOR ENTERPRISE CHANGE MANAGEMENT EVALUATION HATCHER, DEIRDRE D 45d overdue
18319034 SYSTEM AND METHOD TO GENERATE RISK RELATIONSHIP PACKAGE USING A FLEXIBLE STRUCTURE FRAMEWORK HILMANTEL, ADAM J 9d
17490341 RISK RELATIONSHIP RESOURCE ALLOCATION TOOLS SASS, KIMBERLY A. 14d
17484027 AUTOMATED WORKFLOW SELECTION FOR RISK RELATIONSHIP RESOURCE ALLOCATION TOOL PARK, YONG S 34d
18815183 SYSTEM AND METHOD PROVIDING RISK RELATIONSHIP RESOURCE ALLOCATION TOOL JARRETT, SCOTT L 56d
17680812 COORDINATION OF SUPPLEMENTAL EMPLOYEE RESOURCE ALLOCATION REQUESTS NOVAK, REBECCA R 71d

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
18958702 PROCESSING SYSTEM TO GENERATE RISK SCORES FOR ELECTRONIC RECORDS CAMPEN, KELLY SCAGGS 28d overdue
19071449 CLOSED-LOOP SYSTEM INCORPORATING RISK ANALYTIC ALGORITHM SCHWARZENBERG, PAUL 4d overdue
18922914 SYSTEM AND METHOD FOR CONVERSATIONAL GENERATIVE AI DRIVEN UNDERWRITING ASSISTANT DELICH, STEPHANIE ZAGARELLA 53d
18815183 SYSTEM AND METHOD PROVIDING RISK RELATIONSHIP RESOURCE ALLOCATION TOOL JARRETT, SCOTT L 56d
18977170 Method of Modifying Map Data, and Machine-Readable Instruction Code PEACH, POLINA G
18785609 FRAMEWORK FOR QUERY GENERATION IN AN ARTIFICIAL INTELLIGENCE ENVIRONMENT PEACH, POLINA G
18785159 SUPPORT ARRANGEMENT FOR COVERING ELEMENTS OF A BUILDING WALRAED-SULLIVAN, KYLE
18772778 COVERING ELEMENT SUPPORT ARRANGEMENT HERRING, BRENT W

Client Portfolio (9 clients)

Top Art Units

Art UnitApps
36255
36952
21652
36912
36232
36242
36862
21472
36292
36351

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19071449 CLOSED-LOOP SYSTEM INCORPORATING RISK ANALYTIC ALGORITHM Hartford Fire Insurance Company SCHWARZENBERG, PAUL 3695 Other Non-Final OA 4d overdue Pending Mar 05, 2025
18977170 Method of Modifying Map Data, and Machine-Readable Instruction Code TomTom Global Content B.V. PEACH, POLINA G 2165 §101 Non-Final OA Pending Dec 11, 2024
18958702 PROCESSING SYSTEM TO GENERATE RISK SCORES FOR ELECTRONIC RECORDS Hartford Fire Insurance Company CAMPEN, KELLY SCAGGS 3691 Other Non-Final OA 28d overdue Pending Nov 25, 2024
18922914 SYSTEM AND METHOD FOR CONVERSATIONAL GENERATIVE AI DRIVEN UNDERWRITING ASSISTANT Hartford Fire Insurance Company DELICH, STEPHANIE ZAGARELLA 3623 §103 Non-Final OA 53d Pending Oct 22, 2024
18815183 SYSTEM AND METHOD PROVIDING RISK RELATIONSHIP RESOURCE ALLOCATION TOOL Hartford Fire Insurance Company JARRETT, SCOTT L 3625 §101 Non-Final OA 56d Pending Aug 26, 2024
18785609 FRAMEWORK FOR QUERY GENERATION IN AN ARTIFICIAL INTELLIGENCE ENVIRONMENT Hartford Fire Insurance Company PEACH, POLINA G 2165 §103 Non-Final OA Pending Jul 26, 2024
18785159 SUPPORT ARRANGEMENT FOR COVERING ELEMENTS OF A BUILDING Masonry Support Systems Limited WALRAED-SULLIVAN, KYLE 3635 §112 Final Rejection Pending Jul 26, 2024
18772778 COVERING ELEMENT SUPPORT ARRANGEMENT Masonry Support Systems Limited HERRING, BRENT W 3633 §103 Non-Final OA Pending Jul 15, 2024
18767378 SYSTEM AND METHOD FOR TELEMATICS ACCOUNTS ON-THE-GROUND SAFETY Hartford Fire Insurance Company EL-ZOOBI, MARIA 2692 DP Non-Final OA Pending Jul 09, 2024
18667321 MULTI-RANGE TEMPERATURE COMPENSATION FOR PROGRAMMABLE CIRCUIT ELEMENTS Aspinity, Inc. JAGER, RYAN C 2842 §102 Non-Final OA 11d overdue Pending May 17, 2024
18584325 ALLOCATION OF EXECUTION INFORMATION FOR A BIG DATA WORKLOAD BATCH PROCESSING JOB EXECUTED IN CLOUD ENVIRONMENT BY TRANSIENT INFRASTUCTURE Hartford Fire Insurance Company HOLZMACHER, DERICK J 3625 §101 Final Rejection Pending Feb 22, 2024
18485039 ENTERPRISE RISK RELATIONSHIP DOCUMENT SERVER Hartford Fire Insurance Company BOROWSKI, MICHAEL 3624 §103 Non-Final OA Pending Oct 11, 2023
18466071 UNIFIED AND INTEGRATED DELIVERY PLATFORM Hartford Fire Insurance Company ZEROUAL, OMAR 3628 §103 Non-Final OA Pending Sep 13, 2023
18465600 ENTERPRISE CYBER SECURITY OFFICE SERVER SYSTEM AND METHOD Hartford Fire Insurance Company CHONG CRUZ, NADJA N 3623 §103 Final Rejection 14d Pending Sep 12, 2023
18446538 TRANSACTION EXEMPLARS FOR MACHINE LEARNING Steady Platform LLC BREEN, JAKE TIMOTHY 2143 §103 Non-Final OA Pending Aug 09, 2023
18336145 METHODS AND SYSTEMS FOR STATISTICAL VEHICLE TRACKING USING LIDAR SENSOR SYSTEMS Board Of Regents Of The Nevada System Of Higher Education, On Behalf Of The University Of Nevada, Re CABRERA, DOMINICK JACOB 3648 §103 Non-Final OA 33d Pending Jun 16, 2023
18318845 METHODS AND SYSTEMS FOR TRACKING WILDFIRES USING WEATHER RADAR DATA Board Of Regents Of The Nevada System Of Higher Education, On Behalf Of The University Of Nevada SATANOVSKY, ALEXANDER 2857 §101 Non-Final OA 119d overdue Pending May 17, 2023
18319034 SYSTEM AND METHOD TO GENERATE RISK RELATIONSHIP PACKAGE USING A FLEXIBLE STRUCTURE FRAMEWORK Hartford Fire Insurance Company HILMANTEL, ADAM J 3691 §101 Non-Final OA 9d Pending May 17, 2023
18142814 SKILLS CERTIFICATION Steady Platform LLC KONERU, SUJAY 3624 §103 Non-Final OA 76d Pending May 03, 2023
18298544 ELECTRONICS TO REMOTELY MONITOR AND CONTROL A MACHINE VIA A MOBILE PERSONAL COMMUNICATION DEVICE Hartford Fire Insurance Company FU, HAO 3695 §103 Non-Final OA 43d overdue Pending Apr 11, 2023
18297065 SYSTEM AND METHOD TO GENERATE SCHEDULE FOR PRODUCT RELEASE Hartford Fire Insurance Company MEINECKE DIAZ, SUSANNA M 3625 §103 Final Rejection Pending Apr 07, 2023
18188184 SYSTEM TO GENERATE EVENT RECORDS FOR ONBOARDING REQUESTS Hartford Fire Insurance Company DAO, TUAN C. 2198 §103 Non-Final OA 69d Pending Mar 22, 2023
18186650 ENTERPRISE EQUIPMENT RISK MANAGEMENT SYSTEM AND METHOD Hartford Fire Insurance Company ORTIZ ROMAN, DENISSE Y 3627 §101 Non-Final OA Pending Mar 20, 2023
18183493 RISK RELATIONSHIP MENTAL HEALTH EQUIPMENT MANAGEMENT SYSTEM Hartford Fire Insurance Company COVINGTON, AMANDA R 3686 §103 Final Rejection 12d Pending Mar 14, 2023
18169650 SYSTEM AND METHOD FOR GENERATING PRODUCER DATA AND FOR PLANNING BASED THEREON Rightplacement Pty Ltd. O'SHEA, BRENDAN S 3626 §103 Final Rejection Pending Feb 15, 2023
17963388 ENTERPRISE DATA TEST AUTOMATION AS A SERVICE FRAMEWORK Hartford Fire Insurance Company MACASIANO, JOANNE GONZALES 2197 §103 Final Rejection Pending Oct 11, 2022
17801258 Generating Map Change Data TomTom Global Content B.V. NGUYEN, MISA H 3666 §103 Non-Final OA 77d overdue Pending Aug 21, 2022
17865992 SYSTEM AND METHOD FOR A MACHINE LEARNING OPERATIONS FRAMEWORK Hartford Fire Insurance Company DUONG, HIEN LUONGVAN 2147 §112 Non-Final OA Pending Jul 15, 2022
17864589 BENEFIT ADMINISTRATION PLATFORM Steady Platform LLC BALLOU, MAAME BOAKYEWAA 3629 §101 Final Rejection 125d overdue Pending Jul 14, 2022
17680812 COORDINATION OF SUPPLEMENTAL EMPLOYEE RESOURCE ALLOCATION REQUESTS Hartford Fire Insurance Company NOVAK, REBECCA R 3629 §101 Non-Final OA 71d Pending Feb 25, 2022
17668650 SYSTEMS AND METHODS FOR TRANSDUCTIVE OUT-OF-DOMAIN LEARNING Clarifai, Inc. MAUNI, HUMAIRA ZAHIN 2141 §103 Non-Final OA Pending Feb 10, 2022
17644240 SYSTEM AND METHOD FOR ENTERPRISE CHANGE MANAGEMENT EVALUATION Hartford Fire Insurance Company HATCHER, DEIRDRE D 3625 §101 Non-Final OA 45d overdue Pending Dec 14, 2021
17490341 RISK RELATIONSHIP RESOURCE ALLOCATION TOOLS Hartford Fire Insurance Company SASS, KIMBERLY A. 3686 §101 Non-Final OA 14d Pending Sep 30, 2021
17484027 AUTOMATED WORKFLOW SELECTION FOR RISK RELATIONSHIP RESOURCE ALLOCATION TOOL Hartford Fire Insurance Company PARK, YONG S 3694 §101 Final Rejection 34d Pending Sep 24, 2021
17354115 ARTIFICIAL INTELLIGENCE COLLECTORS Clarifai, Inc. SCHNEE, HAL W 2164 §103 Non-Final OA Pending Jun 22, 2021
17320757 COMPOSITION FOR GROWTH STIMULATION AND RESISTANCE TO STRESS FACTORS FOR PLANTS OF THE CANNABACEAE FAMILY Psimos, Inc. AZPURU, CARLOS A 1617 §112 Non-Final OA 20d Pending May 14, 2021
17177276 SHIFT IDENTIFICATION Steady Platform LLC WHITE, DYLAN C 3625 §101 Final Rejection Pending Feb 17, 2021
17120905 SYSTEMS AND METHODS FOR UPDATING RECOMMENDATIONS ON A USER INTERFACE Clarifai, Inc. NGUYEN, NHAT HUY T 2147 §103 Non-Final OA Pending Dec 14, 2020

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