Prosecution Insights
Last updated: October 04, 2026

Calyx Law LLP

Technology area: Transportation, E-Commerce & Mechanical Systems

15 pending office actions • 10 clients • 15 examiners • 11 art units • 0 of 15 (0%) have an AI response strategy ready • 6 patents granted in the last 365 days

Quality Metrics (n=247 apps, methodology: how we score firms)

80.0%
Allowance Rate
n=247
+0.55σ
Allowance Rate (norm)
n=247
2.7
OAs to Allowance
n=44
-0.72σ
OAs to Allow (norm)
n=44
750 days
Time to Allowance
n=44
+16.0pp
Interview Lift
n=247
36.4%
RCE Rate
n=247
1.2%
Appeal Rate
n=247

Rejection Performance (% of received rejections ultimately overcome)

27.3%
§101 Overcome
n=22
37.0%
§102 Overcome
n=27
44.9%
§103 Overcome
n=49
45.2%
§112 Overcome
n=31

Specialization & Scale

A61K, A61P, C07D
Top CPC Subclasses
40%
Top-3 CPC Share
n=247
3
Practitioners
n=247
82.3
Apps / Practitioner
n=247

Portfolio Summary

15
Total Pending OAs
7
Non-Final OAs
8
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 8 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

4
Overdue
1
Due this week
3
Due this month
0
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. 8 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (4)Due ≤ 7 days (1)Due ≤ 30 days (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.

11
Hard (73%)
4
Medium (27%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only2 (13%)
§101 + other8 (53%)
§103 only3 (20%)
§102 only1 (7%)
Multi-statute (no §101)1 (7%)

Industry Mix

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

2
Life Sciences
13% of docket
0
Information Tech
0% of docket
0
Communications
0% of docket
0
Semiconductors
0% of docket
10
Mechanical / Eng
67% of docket
3
Business / Other
20% 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.

150 h
Manual time on pending OAs
30 h
Time saved (low, 20%)
52 h
Time saved (mid, 35%)
1.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
HO, THOMAS Y 1 16.9% +30.1%
BARFIELD, ANTHONY DERRELL 1 80.1% +13.9%
GARG, YOGESH C 1 61.7% +33.4%
WEINER, ARIELLE E 1 43.6% +53.3%
KUJUNDZIC, DINO 1 73.7% +27.7%
CHONG, YONG SOO 1 43.8% +41.6%
SAINT-VIL, EDDY 1 43.1% +29.3%
CHEN, CATHERYNE 1 37.4% +18.0%
ROCHELLE, CIERRA MARIE 1 100.0% +0.0%
JACKSON, SHAWQUIA 1 78.0% -3.3%

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
19057542 DEPLOYABLE SEAT BOTTOM ASSEMBLY BARFIELD, ANTHONY DERRELL —

Hard Cases (11)

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
18620769 TOKEN STANDARD IMPLEMENTATION FOR TOKENIZED SECURITIES SHERR, MARIA CRISTI OWEN 44d overdue
18696739 SETTLEMENT SYSTEM AND SETTLEMENT METHOD WEINER, ARIELLE E 37d overdue
18676277 SECURE WALLET FOR STORING ASSETS IN A MULTI-CHAIN, MULTI-PARTY INTERFACE ANDREI, RADU 30d overdue
18696744 COMMUNICATION SYSTEM AND ROBOT KUJUNDZIC, DINO 7d
18844378 BEHAVIOR SUPPORT SYSTEM, BEHAVIOR SUPPORT METHOD, AND BEHAVIOR SUPPORT PROGRAM SAINT-VIL, EDDY 28d
19237485 STORING AND RETRIEVING SENSOR DATA WITH A BLOCKCHAIN HO, THOMAS Y —
18963099 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM GARG, YOGESH C —
18723719 COMPOUNDS ROCHELLE, CIERRA MARIE —

Interview Candidates (8)

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
18840761 THERAPEUTIC COMBINATIONS FOR INFLAMMATORY CONDITIONS AND DISORDERS CHEN, CATHERYNE 154d overdue
18696739 SETTLEMENT SYSTEM AND SETTLEMENT METHOD WEINER, ARIELLE E 37d overdue
18696744 COMMUNICATION SYSTEM AND ROBOT KUJUNDZIC, DINO 7d
18845088 THERAPEUTIC COMBINATIONS, COMPOSITIONS, AND METHODS FOR DESIGNING AND PRODUCING ENTACTOGENIC MINDSTATES CHONG, YONG SOO 22d
18844378 BEHAVIOR SUPPORT SYSTEM, BEHAVIOR SUPPORT METHOD, AND BEHAVIOR SUPPORT PROGRAM SAINT-VIL, EDDY 28d
19237485 STORING AND RETRIEVING SENSOR DATA WITH A BLOCKCHAIN HO, THOMAS Y —
19057542 DEPLOYABLE SEAT BOTTOM ASSEMBLY BARFIELD, ANTHONY DERRELL —
18963099 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM GARG, YOGESH C —

Client Portfolio (10 clients)

Top Art Units

Art UnitApps
36582
36241
36881
36891
16231
37151
16551
36981
36971
36941

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19237485 STORING AND RETRIEVING SENSOR DATA WITH A BLOCKCHAIN Teknor Apex Company HO, THOMAS Y 3624 §101§103 Non-Final OA — Pending Jun 13, 2025
19057542 DEPLOYABLE SEAT BOTTOM ASSEMBLY S & S Numerical Control, Inc. BARFIELD, ANTHONY DERRELL §102 Non-Final OA — Pending Feb 19, 2025
18963099 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM Supersanshi Co., Ltd. GARG, YOGESH C 3688 §101§103 Final Rejection — Pending Nov 27, 2024
18696739 SETTLEMENT SYSTEM AND SETTLEMENT METHOD Avatarin Inc. WEINER, ARIELLE E 3689 §101§103 Non-Final OA 37d overdue Pending Oct 02, 2024
18696744 COMMUNICATION SYSTEM AND ROBOT Avatarin Inc. KUJUNDZIC, DINO 3658 §103§112 Final Rejection 7d Pending Oct 02, 2024
18845088 THERAPEUTIC COMBINATIONS, COMPOSITIONS, AND METHODS FOR DESIGNING AND PRODUCING ENTACTOGENIC MINDSTATES Mindstate Design Labs, Inc. CHONG, YONG SOO 1623 §103 Final Rejection 22d Pending Sep 09, 2024
18844378 BEHAVIOR SUPPORT SYSTEM, BEHAVIOR SUPPORT METHOD, AND BEHAVIOR SUPPORT PROGRAM Godot Inc. SAINT-VIL, EDDY 3715 §101 Final Rejection 28d Pending Sep 05, 2024
18840761 THERAPEUTIC COMBINATIONS FOR INFLAMMATORY CONDITIONS AND DISORDERS Native Code Bio, LLC CHEN, CATHERYNE 1655 §103 Final Rejection 154d overdue Pending Aug 22, 2024
18723719 COMPOUNDS Psylo Pty Ltd. ROCHELLE, CIERRA MARIE §101§103 Non-Final OA — Pending Jun 24, 2024
18723836 COMPOUNDS Psylo Pty Ltd. JACKSON, SHAWQUIA §101§102§112Other Non-Final OA — Pending Jun 24, 2024
18676277 SECURE WALLET FOR STORING ASSETS IN A MULTI-CHAIN, MULTI-PARTY INTERFACE Cosmic Wire Inc. ANDREI, RADU 3698 §101§103 Non-Final OA 30d overdue Pending May 28, 2024
18620769 TOKEN STANDARD IMPLEMENTATION FOR TOKENIZED SECURITIES Cosmic Wire SHERR, MARIA CRISTI OWEN 3697 §101§103 Final Rejection 44d overdue Pending Mar 28, 2024
18033059 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM Avatarin Inc. O'MALLEY, JOHN MARTIN 3658 §103 Final Rejection 14d Pending Apr 20, 2023
18108548 ELECTRONIC TICKETING TRANSFERABILITY AND AUTHENTICITY VERIFICATION Vivid Seats LLC YONO, RAVEN E 3694 §101 Final Rejection — Pending Feb 10, 2023
17499784 MULTIPLE TRANSFERS OF BLOCKCHAIN-BASED TOKENS Vivid Seats LLC CHISM, STEVEN R 3692 §101§103§112 Non-Final OA — Pending Oct 12, 2021

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