Prosecution Insights
Last updated: May 29, 2026

Haynes And Boone, LLP (70689)

10 pending office actions • 1 client • 10 examiners • 7 art units • 0 of 10 (0%) have an AI response strategy ready • 67 patents granted in the last 365 days

Portfolio Summary

10
Total Pending OAs
5
Non-Final OAs
4
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 9 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

3
Overdue
0
Due this week
3
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. 9 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (3)Due ≤ 30 days (3)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 (20%)
8
Medium (80%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only2 (20%)
§103 only8 (80%)

Industry Mix

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

0
Life Sciences
0% of docket
5
Information Tech
50% of docket
5
Communications
50% of docket
0
Semiconductors
0% of docket
0
Mechanical / Eng
0% 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
YOUNG, CAMERON KENNETH 1 72.7% +16.1%
LERNER, MARTIN 1 78.0% +13.3%
ABEBE, DANIEL DEMELASH 1 89.4% +7.5%
CHAVEZ, RODRIGO A 1 51.1% +38.6%
MAIDO, MAGGIE T 1 61.5% +27.6%
SHAIKH, ZEESHAN MAHMOOD 1 52.9% +52.8%
COLE, BRANDON S 1 79.4% +7.3%
SIPPEL, MOLLY CLARKE 1 50.0% +50.0%
ILES, TYLER EDWARD 1 60.0% +50.0%
PRESSLY, KURT NICHOLAS 1 26.1% +2.3%

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
18335044 SYSTEMS AND METHODS FOR SEMANTIC PARSING WITH EXECUTION FOR ANSWERING QUESTIONS OF VARYING COMPLEXITY FROM UNSTRUCTURED TEXT ABEBE, DANIEL DEMELASH 46d

Hard Cases (3)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 3 ordered by deadline are shown.

App #TitleExaminerDue in
17589623 SYSTEMS AND METHODS FOR FEW-SHOT PROTEIN FITNESS PREDICTION WITH GENERATIVE MODELS COLE, BRANDON S 4d overdue
17889166 SYSTEMS AND METHODS FOR ZERO-SHOT TEXT CLASSIFICATION WITH A CONFORMAL PREDICTOR SHAIKH, ZEESHAN MAHMOOD 13d
17231015 NEURAL NETWORK BASED ANOMALY DETECTION FOR TIME-SERIES DATA PRESSLY, KURT NICHOLAS 70d

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
17565305 SYSTEMS AND METHODS FOR KNOWLEDGE BASE QUESTION ANSWERING USING GENERATION AUGMENTED RANKING ILES, TYLER EDWARD 46d overdue
18059230 SYSTEMS AND METHODS FOR TEXT CLASSIFICATION USING LABEL MODULAR PROMPTS CHAVEZ, RODRIGO A 4d overdue
18744106 SYSTEMS AND METHODS FOR ENHANCED TEXT RETRIEVAL WITH TRANSFER LEARNING YOUNG, CAMERON KENNETH 13d
17889166 SYSTEMS AND METHODS FOR ZERO-SHOT TEXT CLASSIFICATION WITH A CONFORMAL PREDICTOR SHAIKH, ZEESHAN MAHMOOD 13d
17588066 SYSTEMS AND METHODS FOR LEARNING RICH NEAREST NEIGHBOR REPRESENTATIONS FROM SELF-SUPERVISED ENSEMBLES SIPPEL, MOLLY CLARKE 29d
18416612 SYSTEMS AND METHODS FOR TEXT GENERATION WITH VOCABULARY DETOXIFICATION LERNER, MARTIN 47d
18054009 SYSTEMS AND METHODS FOR SOLVING MULTI-AGENT DECISION PROCESSES WITH NETWORK CONSTRAINTS MAIDO, MAGGIE T

Client Portfolio (1 client)

Client (Assignee)Pending OAs
Salesforce 10

Top Art Units

Art UnitApps
26583
21222
26551
26571
21291
21281
21251

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
18744106 SYSTEMS AND METHODS FOR ENHANCED TEXT RETRIEVAL WITH TRANSFER LEARNING Salesforce, Inc. YOUNG, CAMERON KENNETH 2655 §103 Non-Final OA 13d Pending Jun 14, 2024
18416612 SYSTEMS AND METHODS FOR TEXT GENERATION WITH VOCABULARY DETOXIFICATION Salesforce, Inc. LERNER, MARTIN 2658 §103 Final Rejection 47d Pending Jan 18, 2024
18335044 SYSTEMS AND METHODS FOR SEMANTIC PARSING WITH EXECUTION FOR ANSWERING QUESTIONS OF VARYING COMPLEXITY FROM UNSTRUCTURED TEXT Salesforce, Inc. ABEBE, DANIEL DEMELASH 2657 §103 Non-Final OA 46d Pending Jun 14, 2023
18059230 SYSTEMS AND METHODS FOR TEXT CLASSIFICATION USING LABEL MODULAR PROMPTS Salesforce, Inc. CHAVEZ, RODRIGO A 2658 §103 Non-Final OA 4d overdue Pending Nov 28, 2022
18054009 SYSTEMS AND METHODS FOR SOLVING MULTI-AGENT DECISION PROCESSES WITH NETWORK CONSTRAINTS Salesforce, Inc. MAIDO, MAGGIE T 2129 §103 Final Rejection Pending Nov 09, 2022
17889166 SYSTEMS AND METHODS FOR ZERO-SHOT TEXT CLASSIFICATION WITH A CONFORMAL PREDICTOR Salesforce, Inc. SHAIKH, ZEESHAN MAHMOOD 2658 §101 Final Rejection 13d Pending Aug 16, 2022
17589623 SYSTEMS AND METHODS FOR FEW-SHOT PROTEIN FITNESS PREDICTION WITH GENERATIVE MODELS Salesforce.Com, Inc. COLE, BRANDON S 2128 §101 Non-Final OA 4d overdue Pending Jan 31, 2022
17588066 SYSTEMS AND METHODS FOR LEARNING RICH NEAREST NEIGHBOR REPRESENTATIONS FROM SELF-SUPERVISED ENSEMBLES Salesforce.Com, Inc. SIPPEL, MOLLY CLARKE 2122 §103 Non-Final OA 29d Pending Jan 28, 2022
17565305 SYSTEMS AND METHODS FOR KNOWLEDGE BASE QUESTION ANSWERING USING GENERATION AUGMENTED RANKING Salesforce.Com, Inc. ILES, TYLER EDWARD 2122 §103 Non-Final OA 46d overdue Pending Dec 29, 2021
17231015 NEURAL NETWORK BASED ANOMALY DETECTION FOR TIME-SERIES DATA Salesforce, Inc. PRESSLY, KURT NICHOLAS 2125 §103 Final Rejection 70d Pending Apr 15, 2021

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