Prosecution Insights
Last updated: July 17, 2026

Fasken Martineau Dumoulin LLP

10 pending office actions • 5 clients • 10 examiners • 10 art units • 0 of 10 (0%) have an AI response strategy ready • 6 patents granted in the last 365 days

Quality Metrics (n=1045 apps, methodology: how we score firms)

82.1%
Allowance Rate
n=1045
+0.58σ
Allowance Rate (norm)
n=1045
2.9
OAs to Allowance
n=551
-0.31σ
OAs to Allow (norm)
n=551
1072 days
Time to Allowance
n=551
+10.0pp
Interview Lift
n=1045
23.6%
RCE Rate
n=1045
0.6%
Appeal Rate
n=1045

Rejection Performance (% of received rejections ultimately overcome)

§101 Overcome
n=15 (min 20)
76.3%
§102 Overcome
n=59
75.7%
§103 Overcome
n=337
87.8%
§112 Overcome
n=74

Specialization & Scale

G06F, G09B, G01N
Top CPC Subclasses
12%
Top-3 CPC Share
n=1045
6
Practitioners
n=1045
174.2
Apps / Practitioner
n=1045

Portfolio Summary

10
Total Pending OAs
8
Non-Final OAs
2
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

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.

5
Overdue
0
Due this week
0
Due this month
0
Due in next 60 days
1
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. 6 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (5)Due later (1)

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 (10%)
6
Medium (60%)
1
Easy (10%)
2
Unknown (20%)

Rejection Statute Mix

BucketCases
§101 only1 (10%)
§103 only5 (50%)
§102 only1 (10%)
§112 only1 (10%)
No statute on record2 (20%)

Industry Mix

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

1
Life Sciences
10% of docket
1
Information Tech
10% of docket
2
Communications
20% of docket
0
Semiconductors
0% of docket
6
Mechanical / Eng
60% 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.

100 h
Manual time on pending OAs
20 h
Time saved (low, 20%)
35 h
Time saved (mid, 35%)
0.9 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
DAHLIN, HEATHER RAQUEL 1 45.1% +49.4%
GIERINGER, MELINDA J 1 31.9% +23.8%
GRAVINI, STEPHEN MICHAEL 1 78.3% +18.8%
MUSTAFA, MOHAMMED H 1 35.4% +31.4%
KEATON, SHERROD L 1 53.0% +36.3%
GUILIANO, CHARLES A 1 37.4% +37.9%
YAO, JULIA ZHI-YI 1 62.8% +46.8%
SCHWARTZ, RAPHAEL M 1 67.2% +30.8%
COLLINS, MICHAEL 1 70.8% +22.7%
BODENDORF, ANDREW 1 28.3% +40.4%

Hard Cases (2)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18155910 METHOD FOR FACILITATING LANGUAGE LEARNING USING A TACTILE-BASED LANGUAGE LEARNING SYSTEM BODENDORF, ANDREW 73d overdue
19016856 SYSTEM AND METHOD FOR DETERMINING EXPECTED LOSS USING A MACHINE LEARNING FRAMEWORK GIERINGER, MELINDA J

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
18185016 OBJECT TRACKING SYSTEM FOR USE IN TRAFFIC FLOW ANALYTICS AND A TRAFFIC FLOW ANALYTIC METHOD SCHWARTZ, RAPHAEL M 93d overdue
19304725 PYRAZOLESULFONAMIDES AS ANTITUMOR AGENTS DAHLIN, HEATHER RAQUEL 81d overdue
18155910 METHOD FOR FACILITATING LANGUAGE LEARNING USING A TACTILE-BASED LANGUAGE LEARNING SYSTEM BODENDORF, ANDREW 73d overdue
18456296 SYSTEMS AND METHODS FOR OPTIMIZATION AND VISUALIZATION USING EFFICIENT FRONTIERS MUSTAFA, MOHAMMED H 43d overdue
18184890 SYSTEM AND A METHOD FOR MONITORING ACTIVITIES OF AN OBJECT YAO, JULIA ZHI-YI 25d overdue
18187154 PANDEMIC RESPONSE SUPPLY CHAIN SIMULATION SYSTEM AND METHOD GUILIANO, CHARLES A 63d
19016856 SYSTEM AND METHOD FOR DETERMINING EXPECTED LOSS USING A MACHINE LEARNING FRAMEWORK GIERINGER, MELINDA J
18567838 METHOD AND SYSTEM FOR LIQUID RECOVERY GRAVINI, STEPHEN MICHAEL

Client Portfolio (5 clients)

Top Art Units

Art UnitApps
16291
36221
37531
36931
21481
36231
26661
26711
36551
37151

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19304725 PYRAZOLESULFONAMIDES AS ANTITUMOR AGENTS Peloton Therapeutics, Inc., A Fully Owned Subsidiary Of Merck Sharp & Dohme LLC DAHLIN, HEATHER RAQUEL 1629 Other Non-Final OA 81d overdue Pending Aug 20, 2025
19016856 SYSTEM AND METHOD FOR DETERMINING EXPECTED LOSS USING A MACHINE LEARNING FRAMEWORK The Toronto-Dominion Bank GIERINGER, MELINDA J 3622 §101 Non-Final OA Pending Jan 10, 2025
18567838 METHOD AND SYSTEM FOR LIQUID RECOVERY Exothermics, Inc. GRAVINI, STEPHEN MICHAEL 3753 §112 Non-Final OA Pending Dec 07, 2023
18456296 SYSTEMS AND METHODS FOR OPTIMIZATION AND VISUALIZATION USING EFFICIENT FRONTIERS The Toronto-Dominion Bank MUSTAFA, MOHAMMED H 3693 §103 Non-Final OA 43d overdue Pending Aug 25, 2023
18213624 MULTIVARIATE TIME SERIES FORECASTER USING DEEP LEARNING The Toronto-Dominion Bank KEATON, SHERROD L 2148 Other Non-Final OA Pending Jun 23, 2023
18187154 PANDEMIC RESPONSE SUPPLY CHAIN SIMULATION SYSTEM AND METHOD Logistics And Supply Chain Multitech R&D Centre Limited GUILIANO, CHARLES A 3623 §103 Non-Final OA 63d Pending Mar 21, 2023
18184890 SYSTEM AND A METHOD FOR MONITORING ACTIVITIES OF AN OBJECT Logistics And Supply Chain Multitech R&D Centre Limited YAO, JULIA ZHI-YI 2666 §103 Non-Final OA 25d overdue Pending Mar 16, 2023
18185016 OBJECT TRACKING SYSTEM FOR USE IN TRAFFIC FLOW ANALYTICS AND A TRAFFIC FLOW ANALYTIC METHOD Logistics And Supply Chain Multitech R&D Centre Limited SCHWARTZ, RAPHAEL M 2671 §103 Final Rejection 93d overdue Pending Mar 16, 2023
18184154 MEDICINE DISPENSING SYSTEM AND A METHOD FOR FACILITATING MEDICINE DISPENSING Logistics And Supply Chain Multitech R&D Centre Limited COLLINS, MICHAEL 3655 §102 Final Rejection Pending Mar 15, 2023
18155910 METHOD FOR FACILITATING LANGUAGE LEARNING USING A TACTILE-BASED LANGUAGE LEARNING SYSTEM The Education University of Hong Kong BODENDORF, ANDREW 3715 §103 Non-Final OA 73d overdue Pending Jan 18, 2023

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