Prosecution Insights
Last updated: July 17, 2026

Kokka & Backus, Pc

19 pending office actions • 6 clients • 14 examiners • 9 art units • 0 of 19 (0%) have an AI response strategy ready • 16 patents granted in the last 365 days

Quality Metrics (n=1549 apps, methodology: how we score firms)

88.2%
Allowance Rate
n=1549
+1.01σ
Allowance Rate (norm)
n=1549
4.4
OAs to Allowance
n=631
+0.18σ
OAs to Allow (norm)
n=631
1211 days
Time to Allowance
n=631
+0.6pp
Interview Lift
n=1549
42.1%
RCE Rate
n=1549
1.0%
Appeal Rate
n=1549

Rejection Performance (% of received rejections ultimately overcome)

92.4%
§101 Overcome
n=53
84.2%
§102 Overcome
n=133
89.2%
§103 Overcome
n=470
100.0%
§112 Overcome
n=51

Specialization & Scale

G06F, A61B, G16H
Top CPC Subclasses
35%
Top-3 CPC Share
n=1549
4
Practitioners
n=1549
387.2
Apps / Practitioner
n=1549

Portfolio Summary

19
Total Pending OAs
14
Non-Final OAs
5
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 14 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

1
Overdue
0
Due this week
4
Due this month
2
Due in next 60 days
7
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. 14 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (1)Due ≤ 30 days (4)Due ≤ 60 days (2)Due later (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.

1
Hard (5%)
17
Medium (89%)
1
Easy (5%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only1 (5%)
§103 only16 (84%)
§102 only1 (5%)
Double-patenting only1 (5%)

Industry Mix

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

8
Life Sciences
42% of docket
3
Information Tech
16% of docket
0
Communications
0% of docket
0
Semiconductors
0% of docket
6
Mechanical / Eng
32% of docket
2
Business / Other
11% 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.

190 h
Manual time on pending OAs
38 h
Time saved (low, 20%)
66 h
Time saved (mid, 35%)
1.7 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
HOBAN, MELISSA A 4 63.1% +12.9%
YE, XINWEN 2 43.6% +45.2%
MALIK, VIPUL 2 64.9% +40.9%
BURSUM, KIMBERLY SUZANNE 1 32.7% +11.3%
BINCZAK, BRANDON MICHAEL 1 39.1% +33.4%
OKEKE, IZUNNA 1 81.8% +15.6%
MAYE, AYUB A 1 57.8% +42.0%
SONG, INJA 1 66.4% +48.7%
LUK, EMMANUEL S 1 71.2% +26.5%
ROBITAILLE, JOHN P 1 63.2% +21.7%

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
18740452 DATA SECURITY TRANSACTIONS USING SOFTWARE CONTAINER MACHINE READABLE CONFIGURATION DATA OKEKE, IZUNNA

Hard Cases (1)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.

App #TitleExaminerDue in
19185192 DATA-DRIVEN REQUIREMENTS ANALYSIS AND MATCHING BURSUM, KIMBERLY SUZANNE

Interview Candidates (15)

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
18204298 WALL STRUCTURES OF EXTRUDABLE BUILDING MATERIAL MALIK, VIPUL 88d overdue
18586032 ADJUSTMENT OF A SPATIAL POSITION OF A MATERIAL DEPOSITION DEVICE ALIGNED TO DEPOSIT A STRUCTURAL MATERIAL AT A TARGET POINT OF DEPOSITION LUK, EMMANUEL S 12d
18677660 SEQUESTRATION, CAPTURE, AND IMPLEMENTATION OF CARBON-BASED MATERIALS IN ASSOCIATION WITH CEMENTITOUS MATERIALS TO FORM ADDITIVE MANUFACTURED STRUCTURES SONG, INJA 19d
18204328 WALL STRUCTURES OF EXTRUDABLE BUILDING MATERIAL MALIK, VIPUL 22d
18740438 DATA SECURITY TRANSACTIONS USING SOFTWARE CONTAINER MACHINE READABLE CONFIGURATION DATA MAYE, AYUB A 27d
18444565 IN-SITU APPLICATION OF ADAPTIVE LEVELS OF ENERGY APPLIED TO A SUBSET OF INDIGENOUS PARTICULATE TO FORM STRUCTURES IN A VACUUM ROBITAILLE, JOHN P 35d
18213804 THREE-DIMENSIONAL PRINTER NOZZLE AND ASSEMBLY YE, XINWEN 39d
18118076 IMPLANTABLE INTERPOSITIONAL ORTHOPEDIC PAIN MANAGEMENT HOBAN, MELISSA A 68d

Client Portfolio (6 clients)

Top Art Units

Art UnitApps
17544
37744
17442
17432
36352
24371
41001
24361
21871

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19185192 DATA-DRIVEN REQUIREMENTS ANALYSIS AND MATCHING Sustainment Technologies, Inc. BURSUM, KIMBERLY SUZANNE §101 Non-Final OA Pending Apr 21, 2025
18740433 DATA SECURITY TRANSACTIONS USING SOFTWARE CONTAINER MACHINE READABLE CONFIGURATION DATA Sylabs IP Holdings, LLC BINCZAK, BRANDON MICHAEL 2437 §103 Final Rejection Pending Jun 11, 2024
18740452 DATA SECURITY TRANSACTIONS USING SOFTWARE CONTAINER MACHINE READABLE CONFIGURATION DATA Sylabs Ip Holdings, LLC, Series H OKEKE, IZUNNA 4100 §103 Non-Final OA Pending Jun 11, 2024
18740438 DATA SECURITY TRANSACTIONS USING SOFTWARE CONTAINER MACHINE READABLE CONFIGURATION DATA Sylabs IP Holdings, LLC MAYE, AYUB A 2436 §103 Non-Final OA 27d Pending Jun 11, 2024
18677660 SEQUESTRATION, CAPTURE, AND IMPLEMENTATION OF CARBON-BASED MATERIALS IN ASSOCIATION WITH CEMENTITOUS MATERIALS TO FORM ADDITIVE MANUFACTURED STRUCTURES Icon Technology, Inc. SONG, INJA 1744 §103 Non-Final OA 19d Pending May 29, 2024
18586032 ADJUSTMENT OF A SPATIAL POSITION OF A MATERIAL DEPOSITION DEVICE ALIGNED TO DEPOSIT A STRUCTURAL MATERIAL AT A TARGET POINT OF DEPOSITION Icon Technology, Inc. LUK, EMMANUEL S 1744 §103 Non-Final OA 12d Pending Feb 23, 2024
18444565 IN-SITU APPLICATION OF ADAPTIVE LEVELS OF ENERGY APPLIED TO A SUBSET OF INDIGENOUS PARTICULATE TO FORM STRUCTURES IN A VACUUM Icon Technology, Inc. ROBITAILLE, JOHN P 1743 §103 Non-Final OA 35d Pending Feb 16, 2024
18213805 THREE-DIMENSIONAL PRINTER NOZZLE AND ASSEMBLY Icon Technology, Inc. YE, XINWEN 1754 §103 Final Rejection 82d Pending Jun 23, 2023
18213804 THREE-DIMENSIONAL PRINTER NOZZLE AND ASSEMBLY Icon Technology, Inc. YE, XINWEN 1754 §103 Non-Final OA 39d Pending Jun 23, 2023
18204298 WALL STRUCTURES OF EXTRUDABLE BUILDING MATERIAL Icon Technology, Inc. MALIK, VIPUL 1754 §103 Final Rejection 88d overdue Pending May 31, 2023
18204328 WALL STRUCTURES OF EXTRUDABLE BUILDING MATERIAL Icon Technology, Inc. MALIK, VIPUL 1754 §103 Non-Final OA 22d Pending May 31, 2023
18204327 WALL STRUCTURES OF EXTRUDABLE BUILDING MATERIAL Icon Technology, Inc. MINTZ, RODNEY K 3635 DP Non-Final OA 83d Pending May 31, 2023
18118078 IMPLANTABLE INTERPOSITIONAL ORTHOPEDIC PAIN MANAGEMENT Ensemble Orthopedics, Inc. HOBAN, MELISSA A 3774 §103 Non-Final OA 79d Pending Mar 06, 2023
18118076 IMPLANTABLE INTERPOSITIONAL ORTHOPEDIC PAIN MANAGEMENT Ensemble Orthopedics, Inc. HOBAN, MELISSA A 3774 §103 Non-Final OA 68d Pending Mar 06, 2023
18118083 IMPLANTABLE INTERPOSITIONAL ORTHOPEDIC PAIN MANAGEMENT Ensemble Orthopedics, Inc. HOBAN, MELISSA A 3774 §102 Non-Final OA 83d Pending Mar 06, 2023
18118081 IMPLANTABLE INTERPOSITIONAL ORTHOPEDIC PAIN MANAGEMENT Ensemble Orthopedics, Inc. HOBAN, MELISSA A 3774 §103 Non-Final OA Pending Mar 06, 2023
18109823 ADDITIVE CONSTRUCTION OF STRUCTURES AND PRODUCTION OF ADDITIVE CONSTRUCTION MATERIALS Icon Technology, Inc. DARNELL, BAILEIGH K 1743 §103 Final Rejection Pending Feb 14, 2023
17676476 METHODS, APPARATUS, AND SYSTEM TO PROVIDE REAL-TIME ADJUSTMENT FOR THE THREE-DIMENSIONAL PRINTING OF ARCHITECTURAL STRUCTURES Icon Technology, Inc. SHALABY, AHMAD HUSSAM 2187 §103 Final Rejection 69d Pending Feb 21, 2022
17533831 UTILIZING UNPROCESSED CLAY IN THE THREE DIMENSIONAL ADDITIVE PRINTING OF MORTAR ONTO A BUILDING STRUCTURE Icon Technology, Inc. KWIECINSKI, RYAN D 3635 §103 Non-Final OA 65d Pending Nov 23, 2021

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