Prosecution Insights
Last updated: July 17, 2026

Adeli LLP

12 pending office actions • 5 clients • 11 examiners • 6 art units • 0 of 12 (0%) have an AI response strategy ready • 19 patents granted in the last 365 days

Quality Metrics (n=2739 apps, methodology: how we score firms)

95.5%
Allowance Rate
n=2739
+0.61σ
Allowance Rate (norm)
n=2739
3.4
OAs to Allowance
n=1886
+0.02σ
OAs to Allow (norm)
n=1886
1116 days
Time to Allowance
n=1886
+5.3pp
Interview Lift
n=2739
24.0%
RCE Rate
n=2739
5.5%
Appeal Rate
n=2739

Rejection Performance (% of received rejections ultimately overcome)

93.3%
§101 Overcome
n=60
93.7%
§102 Overcome
n=255
94.5%
§103 Overcome
n=1164
98.2%
§112 Overcome
n=111

Specialization & Scale

H04L, G06F, H04N
Top CPC Subclasses
69%
Top-3 CPC Share
n=2739
1
Practitioners
n=2739
2739.0
Apps / Practitioner
n=2739

Portfolio Summary

12
Total Pending OAs
10
Non-Final OAs
2
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 7 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

3
Overdue
0
Due this week
1
Due this month
2
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. 7 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (3)Due ≤ 30 days (1)Due ≤ 60 days (2)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.

2
Hard (17%)
9
Medium (75%)
0
Easy (0%)
1
Unknown (8%)

Rejection Statute Mix

BucketCases
§101 only2 (17%)
§103 only6 (50%)
§102 only3 (25%)
No statute on record1 (8%)

Industry Mix

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

0
Life Sciences
0% of docket
4
Information Tech
33% of docket
0
Communications
0% of docket
7
Semiconductors
58% of docket
1
Mechanical / Eng
8% 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.

120 h
Manual time on pending OAs
24 h
Time saved (low, 20%)
42 h
Time saved (mid, 35%)
1.1 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
BOWERS, BRANDON 2 86.0% +6.6%
ALAWDI, ANWER AHMED 1 80.0% +25.0%
NGUYEN, TUAN S 1 64.4% +39.6%
BULLINGTON, ROBERT P 1 43.0% +30.6%
SEFCHECK, GREGORY B 1 69.3% +19.1%
MHEIR, ZUHEIR 1 80.5% +5.1%
NGUYEN, NHA T 1 87.1% +18.4%
ALAM, MOHAMMED 1 92.2% +6.1%
TAT, BINH C 1 87.3% +14.2%
LIN, ARIC 1 59.9% +12.2%

Quick Wins (7)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 7 ordered by deadline are shown.

App #TitleExaminerDue in
18373931 PROACTIVELY PERFORM PLACEMENT OPERATIONS TO PROVIDE RESIZING RECOMMENDATIONS FOR WORKER NODES MHEIR, ZUHEIR 3d overdue
18142498 USING A MACHINE TRAINED NETWORK DURING ROUTING TO ACCOUNT FOR OPC COST NGUYEN, NHA T 28d
18142482 USING MACHINE TRAINED NETWORK DURING ROUTING TO PERFORM PARASITIC EXTRACTION FOR AN IC DESIGN ALAM, MOHAMMED 34d
18110344 USING TOPOLOGICAL AND GEOMETRIC ROUTERS TO PRODUCE CURVILINEAR ROUTES TAT, BINH C 76d
18814436 ITERATIVE MASK OPTIMIZATION BIASED TOWARDS CRITICAL REGIONS OF LAYOUT ALAWDI, ANWER AHMED
18097272 USING MACHINE-TRAINED NETWORK TO PERFORM DRC CHECK BOWERS, BRANDON
17992870 BASED ON MULTIPLE MANUFACTURING PROCESS VARIATIONS, PRODUCING MULTIPLE CONTOURS REPRESENTING PREDICTED SHAPES OF AN IC DESIGN COMPONENT BOWERS, BRANDON

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
18647974 PROVIDING INTERACTIVE SERVICE TO SIMULATE OPERATIONS OF AN APPLICATION BULLINGTON, ROBERT P 34d
17989655 USING MACHINE TRAINED NETWORKS TO ANALYZE GOLF SWINGS KASSIM, IMAD MUTEE

Interview Candidates (7)

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 7 ordered by deadline are shown.

App #TitleExaminerDue in
18110334 INTEGRATED CIRCUIT DESIGN WITH NON-PREFERRED DIRECTION CURVILINEAR WIRING LIN, ARIC 16d overdue
18378884 RAN APPLICATION FOR INTERFERENCE DETECTION AND CLASSIFICATION SEFCHECK, GREGORY B 2d overdue
18142498 USING A MACHINE TRAINED NETWORK DURING ROUTING TO ACCOUNT FOR OPC COST NGUYEN, NHA T 28d
18647974 PROVIDING INTERACTIVE SERVICE TO SIMULATE OPERATIONS OF AN APPLICATION BULLINGTON, ROBERT P 34d
18110344 USING TOPOLOGICAL AND GEOMETRIC ROUTERS TO PRODUCE CURVILINEAR ROUTES TAT, BINH C 76d
18814436 ITERATIVE MASK OPTIMIZATION BIASED TOWARDS CRITICAL REGIONS OF LAYOUT ALAWDI, ANWER AHMED
18648020 UPDATING INTERACTIVE SERVICE TO SIMULATE OPERATIONS OF AN APPLICATION NGUYEN, TUAN S

Client Portfolio (5 clients)

Client (Assignee)Pending OAs
D2S 7
Whatfix Private Limited 2
VMWARE LLC 1
CloudNatix 1
eGolf.ai, Inc. 1

Top Art Units

Art UnitApps
28517
21791
37151
24771
21981
21291

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
18814436 ITERATIVE MASK OPTIMIZATION BIASED TOWARDS CRITICAL REGIONS OF LAYOUT D2S, Inc. ALAWDI, ANWER AHMED 2851 §103 Final Rejection Pending Aug 23, 2024
18648020 UPDATING INTERACTIVE SERVICE TO SIMULATE OPERATIONS OF AN APPLICATION Whatfix Private Limited NGUYEN, TUAN S 2179 §103 Non-Final OA Pending Apr 26, 2024
18647974 PROVIDING INTERACTIVE SERVICE TO SIMULATE OPERATIONS OF AN APPLICATION Whatfix Private Limited BULLINGTON, ROBERT P 3715 §101 Non-Final OA 34d Pending Apr 26, 2024
18378884 RAN APPLICATION FOR INTERFERENCE DETECTION AND CLASSIFICATION VMware, Inc. SEFCHECK, GREGORY B 2477 Other Non-Final OA 2d overdue Pending Oct 11, 2023
18373931 PROACTIVELY PERFORM PLACEMENT OPERATIONS TO PROVIDE RESIZING RECOMMENDATIONS FOR WORKER NODES Cloudnatix, Inc. MHEIR, ZUHEIR 2198 §103 Non-Final OA 3d overdue Pending Sep 27, 2023
18142498 USING A MACHINE TRAINED NETWORK DURING ROUTING TO ACCOUNT FOR OPC COST D2S, Inc. NGUYEN, NHA T 2851 §103 Non-Final OA 28d Pending May 02, 2023
18142482 USING MACHINE TRAINED NETWORK DURING ROUTING TO PERFORM PARASITIC EXTRACTION FOR AN IC DESIGN D2S, Inc. ALAM, MOHAMMED 2851 §102 Non-Final OA 34d Pending May 02, 2023
18110344 USING TOPOLOGICAL AND GEOMETRIC ROUTERS TO PRODUCE CURVILINEAR ROUTES D2S, Inc. TAT, BINH C 2851 §102 Non-Final OA 76d Pending Feb 15, 2023
18110334 INTEGRATED CIRCUIT DESIGN WITH NON-PREFERRED DIRECTION CURVILINEAR WIRING D2S, Inc. LIN, ARIC 2851 §102 Non-Final OA 16d overdue Pending Feb 15, 2023
18097272 USING MACHINE-TRAINED NETWORK TO PERFORM DRC CHECK D2S, Inc. BOWERS, BRANDON 2851 §103 Final Rejection Pending Jan 15, 2023
17992870 BASED ON MULTIPLE MANUFACTURING PROCESS VARIATIONS, PRODUCING MULTIPLE CONTOURS REPRESENTING PREDICTED SHAPES OF AN IC DESIGN COMPONENT D2S, Inc. BOWERS, BRANDON 2851 §103 Non-Final OA Pending Nov 22, 2022
17989655 USING MACHINE TRAINED NETWORKS TO ANALYZE GOLF SWINGS Egolf.Ai, Inc. KASSIM, IMAD MUTEE 2129 §101 Non-Final OA Pending Nov 17, 2022

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