Last updated: July 17, 2026

Application No. 18/385,587

Scalable Multivariate Time Series Forecasting in Data Warehouse

Non-Final OA

Filed

Oct 31, 2023

Priority

Oct 31, 2022 — provisional 63/420,917

Examiner

MORALES, PEDRO JESUS

Art Unit

2124

Tech Center

2100 — Computer Architecture & Software

Assignee

Google LLC

OA Round

1 (Non-Final)

Interview Optional

— +50.0% interview lift. Examiner has a relatively high allowance rate (67%); +50.0% interview lift. A written response may suffice.

Based on 12 resolved cases, 2023–2026

Examiner Intelligence

MORALES, PEDRO JESUS View full profile →

Grants 67% — above average

Career Allowance Rate

8 granted / 12 resolved

+11.7% vs TC avg

Strong +50% interview lift

Without

With

+50.0%

Interview Lift

resolved cases with interview

Typical timeline

3y 8m

Avg Prosecution

14 currently pending

Career history

Total Applications

across all art units

Statute-Specific Performance

§101

2.7%

-37.3% vs TC avg

§103

93.2%

+53.2% vs TC avg

§112

2.7%

-37.3% vs TC avg

Black line = Tech Center average estimate • Based on career data from 12 resolved cases

Prosecution Timeline

Oct 31, 2023

Application Filed

Jun 01, 2026

Non-Final Rejection mailed (current)

Precedent Cases

Applications granted by this same examiner with similar technology

17/844,357

Patent 12664036

ANOMALY DETECTION IN COMPUTER SYSTEMS

4y 0m to grant Granted Jun 23, 2026

17/556,238

Patent 12651179

REINFORCEMENT LEARNING MODEL FOR BALANCED UNIT RECOMMENDATION

4y 5m to grant Granted Jun 09, 2026

17/771,051

Patent 12639625

BIAS ADJUSTMENT DEVICE, INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM

4y 1m to grant Granted May 26, 2026

17/724,539

Patent 12591803

SYSTEMS AND METHODS FOR APPLYING MACHINE LEARNING BASED ANOMALY DETECTION IN A CONSTRAINED NETWORK

3y 11m to grant Granted Mar 31, 2026

17/514,297

Patent 12530412

SEARCH-QUERY SUGGESTIONS USING REINFORCEMENT LEARNING

4y 2m to grant Granted Jan 20, 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

67%

Grant Probability

99%

With Interview (+50.0%)

3y 8m (~1y 0m remaining)

Median Time to Grant

Low

PTA Risk

Based on 12 resolved cases by this examiner. Grant probability derived from career allowance rate.