Last updated: July 13, 2026

Application No. 19/332,563

Untitled Application

Unknown

Filed

2100

Priority

May 23, 2024 — provisional 63/651,359 +8 more

Examiner

HOANG, HAU HAI

Art Unit

2154

Tech Center

AtomBeam Technologies Inc.

Assignee

AtomBeam Technologies Inc.

OA Round

1 (Non-Final)

Interview Optional

— +13.7% interview lift. Interview lift (+13.7%) is below the 15.0% threshold. A written response is recommended.

Based on 502 resolved cases, 2023–2026

Examiner Intelligence

HOANG, HAU HAI View full profile →

Grants 78% — above average

Career Allowance Rate

392 granted / 502 resolved

+18.1% vs TC avg

Moderate +14% lift

Without

With

+13.7%

Interview Lift

resolved cases with interview

Typical timeline

2y 8m

Avg Prosecution

17 currently pending

Career history

527

Total Applications

across all art units

Statute-Specific Performance

§101

11.6%

-28.4% vs TC avg

§103

66.8%

+26.8% vs TC avg

§102

10.2%

-29.8% vs TC avg

§112

6.2%

-33.8% vs TC avg

Black line = Tech Center average estimate • Based on career data from 502 resolved cases

Prosecution Timeline

2100

Application Filed

Apr 23, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

19/099,210

Patent 12675486

Indicator query method and system, electronic device and storage medium

1y 5m to grant Granted Jul 07, 2026

18/733,129

Patent 12670134

APPROXIMATE QUERY EQUIVALENCE FOR FEATURE STORES IN MACHINE LEARNING OPERATIONS PRODUCTS

2y 0m to grant Granted Jun 30, 2026

18/661,397

Patent 12657244

INTER-DOCUMENT ATTENTION MECHANISM

2y 1m to grant Granted Jun 16, 2026

18/983,339

Patent 12632429

CHARACTERIZING AND FORECASTING EVOLVING QUERY WORKLOADS

1y 5m to grant Granted May 19, 2026

19/005,388

Patent 12632457

CONTEXTUALIZED TOKEN RETRIEVER

1y 4m to grant Granted May 19, 2026

Study what changed to get past this examiner. Based on 5 most recent grants.

Strategy Recommendation AI-generated — please review before filing

Get a prosecution strategy drawn from examiner precedents, rejection analysis, and claim mapping.

Typically takes 5-10 seconds — AI-generated, attorney review required before filing

Prosecution Projections

1-2

Expected OA Rounds

78%

Grant Probability

92%

With Interview (+13.7%)

2y 8m

Median Time to Grant

Low

PTA Risk

Based on 502 resolved cases by this examiner. Grant probability derived from career allowance rate.