Salesforce Inc.

Portfolio Summary

81

Total Pending OAs

41

Non-Final OAs

28

Final Rejections

12

Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 77 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

38

Overdue

4

Due this week

15

Due this month

14

Due in next 60 days

6

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. 77 of the docket's apps have a known mailing date.

Overdue (38)Due ≤ 7 days (4)Due ≤ 30 days (15)Due ≤ 60 days (14)Due later (6)

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.

13

Hard (16%)

65

Medium (80%)

2

Easy (2%)

1

Unknown (1%)

Rejection Statute Mix

Bucket	Cases
§101 only	13 (16%)
§103 only	59 (73%)
§102 only	6 (7%)
§112 only	1 (1%)
Double-patenting only	1 (1%)
No statute on record	1 (1%)

Industry Mix

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

0

Life Sciences

0% of docket

48

Information Tech

59% of docket

15

Communications

19% of docket

1

Semiconductors

1% of docket

17

Mechanical / Eng

21% 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.

810 h

Manual time on pending OAs

162 h

Time saved (low, 20%)

284 h

Time saved (mid, 35%)

7.1 wks

FTE-weeks freed (mid)

Top Examiners on this docket

Examiner	Apps on this docket	Allow rate	Interview lift
MIAN, MUHAMMAD U	2	66.9%	+23.9%
YOUNG, CAMERON KENNETH	2	72.7%	+16.1%
BLACK, LINH	2	50.6%	+12.0%
SANTIAGO-MERCED, FRANCIS Z	2	28.7%	+40.9%
ALLEN, NICHOLAS E	2	76.5%	+15.6%
CHANNAVAJJALA, SRIRAMA T	1	74.9%	+32.6%
FILIPCZYK, MARCIN R	1	64.6%	+37.2%
VY, HUNG T	1	86.2%	+2.0%
PUJOLS-CRUZ, MARJORIE	1	18.6%	+28.6%
OBAID, HAMZEH M	1	38.9%	+21.8%

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 #	Title	Examiner	Due in
19038929	INTELLIGENT DATA SLICING	VY, HUNG T	43d overdue

Hard Cases (16)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.

App #	Title	Examiner	Due in
18401338	INCREASING MEETING PRODUCTIVITY UTILIZING ROLE-BASED EVENT GENERATION	SANTIAGO-MERCED, FRANCIS Z	140d overdue
18102369	CONTENT GENERATION FOR USER INTERESTS	TSUI, WILSON W	98d overdue
17989871	TRAINING NEURAL NETWORKS FOR NAME GENERATION	PEACH, POLINA G	98d overdue
18157471	DATABASE SYSTEMS AND PARALLEL PROCESSING METHODS WITH RELATIONSHIP CHUNKING	DORAIS, CRAIG C	45d overdue
18780357	DATABASE SYSTEMS WITH ADAPTIVE AUTOMATED METADATA ASSIGNMENT	PHAM, TUAN A	35d overdue
18047502	DATABASE SYSTEMS AND METHODS OF CONFIGURABLE INVOICE GENERATION	SALMAN, AVIA ABDULSATTAR	8d overdue
18524607	METHOD AND SYSTEM FOR GENERATING INSIGHTS REGARDING A PARTY IN RESPONSE TO A CALL	EDMONDS, DONALD J	2d overdue
18636966	PLANNING PHASE AND GENERATION PHASE FOR GENERATIVE ARTIFICIAL INTELLIGENCE	NEWAY, SAMUEL G	9d

Interview Candidates (14)

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 #	Title	Examiner	Due in
18401338	INCREASING MEETING PRODUCTIVITY UTILIZING ROLE-BASED EVENT GENERATION	SANTIAGO-MERCED, FRANCIS Z	140d overdue
18152185	JUST-IN-TIME MATERIALIZATION OF CLONED USERS IN COMPUTING ENVIRONMENTS WITHIN A DATABASE SYSTEM	ALLEN, NICHOLAS E	91d overdue
17157967	SYSTEM AND METHOD FOR SUPPORTING VERY LARGE DATA SETS IN DATABASES	BLACK, LINH	86d overdue
18743828	MULTI-TENANT GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEM	YOUNG, CAMERON KENNETH	5d overdue
19066050	RETRIEVAL AUGMENTED GENERATION BASED QUERY REFORMULATION PIPELINE FOR A QUESTION AND ANSWER SYSTEM	MIAN, MUHAMMAD U	3d overdue
19068993	ENSEMBLE OF VECTOR AND GRAPH BASED EMBEDDINGS FOR LARGE LANGUAGE PROMPT AUGMENTATION	MIAN, MUHAMMAD U	5d
19041207	INTEGRATED DATABASE MACHINE LEARNING OPERATIONS	CHANNAVAJJALA, SRIRAMA T	7d
18158702	NON-FUNGIBLE PREFERENCE TOKEN	ALLEN, NICHOLAS E	12d

Top Art Units

Art Unit	Apps
2163	7
3624	5
2658	4
2154	3
3625	3
2497	2
3629	2
2655	2
2659	2
2657	2

Pending Office Actions

App #	Title	Examiner	Art Unit	Statutes	Status	Due in	AI	Filed
19068993	ENSEMBLE OF VECTOR AND GRAPH BASED EMBEDDINGS FOR LARGE LANGUAGE PROMPT AUGMENTATION	MIAN, MUHAMMAD U	2163	§103	Non-Final OA	5d	Pending	Mar 03, 2025
19066050	RETRIEVAL AUGMENTED GENERATION BASED QUERY REFORMULATION PIPELINE FOR A QUESTION AND ANSWER SYSTEM	MIAN, MUHAMMAD U	2163	§103	Non-Final OA	3d overdue	Pending	Feb 27, 2025
19041207	INTEGRATED DATABASE MACHINE LEARNING OPERATIONS	CHANNAVAJJALA, SRIRAMA T	2154	§102	Non-Final OA	7d	Pending	Jan 30, 2025
19041292	DYNAMIC PAIRING MECHANISM FOR LIVE DATABASE REPLICATION	FILIPCZYK, MARCIN R	2153	§103	Final Rejection	39d	Pending	Jan 30, 2025
19038929	INTELLIGENT DATA SLICING	VY, HUNG T	2163	§102	Non-Final OA	43d overdue	Pending	Jan 28, 2025
19029862	CUSTOMIZABLE COMMUNICATION PROCESS FLOW PATH METRICS	PUJOLS-CRUZ, MARJORIE	3624	§103	Non-Final OA	29d	Pending	Jan 17, 2025
19029786	COMMUNICATION PROCESS FLOW PATH VARIATIONS	OBAID, HAMZEH M	3624	§103	Non-Final OA	56d	Pending	Jan 17, 2025
18895139	Systems, Methods, And Devices For Automation And Integration Of Credentialing And Authentication In Workflows Associated With Computing Platforms	LE, KHOI V	2436	§103	Non-Final OA	4d overdue	Pending	Sep 24, 2024
18891779	DISTRIBUTED DENIAL OF SERVICE PROTECTION MANAGEMENT	HUSSEIN, HASSAN A	2497	§103	Non-Final OA	3d overdue	Pending	Sep 20, 2024
18793988	Applied Artificial Intelligence Technology for Performing Natural Language Generation (NLG) Using Composable Communication Goals and Ontologies to Generate Narrative Stories	VILLENA, MARK	2658	DP	Non-Final OA	84d	Pending	Aug 05, 2024
18781365	DELEGATION BASED ACCESS TO SECURE SYSTEMS	DOAN, TRANG T	2431	§103	Non-Final OA	25d overdue	Pending	Jul 23, 2024
18780357	DATABASE SYSTEMS WITH ADAPTIVE AUTOMATED METADATA ASSIGNMENT	PHAM, TUAN A	2163	§101	Non-Final OA	35d overdue	Pending	Jul 22, 2024
18759047	System And Methods Of Defense Against DDoS Attacks For Applications On A Multi Substrate Multiingress Shared Infrastructure	ALI, AFAQ	2434	§103	Final Rejection	14d	Pending	Jun 28, 2024
18759748	ASSET HISTORY BASED SERVICE PREDICTIONS	LAKHANI, ANDREW C	3629	§103	Non-Final OA	49d	Pending	Jun 28, 2024
18750477	Systems And Methods For Generative Language Model Database System Communication Channel Integration	ZHANG, LESHUI	2695	§103	Non-Final OA	7d	Pending	Jun 21, 2024
18751131	VizQL Data Service - Open APIs for Public Access to the Tableau Query Service	SHECHTMAN, CHERYL MARIA	2164	§103	Non-Final OA	—	Pending	Jun 21, 2024
18750469	Systems And Methods For Generative Language Model Database System Integration Architecture	SONIFRANK, RICHA MISHRA	2654	§103	Non-Final OA	5d	Pending	Jun 21, 2024
18743828	MULTI-TENANT GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEM	YOUNG, CAMERON KENNETH	2655	§103	Non-Final OA	5d overdue	Pending	Jun 14, 2024
18744106	SYSTEMS AND METHODS FOR ENHANCED TEXT RETRIEVAL WITH TRANSFER LEARNING	YOUNG, CAMERON KENNETH	2655	§103	Non-Final OA	13d	Pending	Jun 14, 2024
18744579	TECHNIQUES TO PERFORM AUTHORIZATION ON LARGE LANGUAGE MODEL RESPONSES	DESROSIERS, EVANS	2491	§103	Non-Final OA	2d overdue	Pending	Jun 14, 2024
18742970	METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR PROVIDING A CHANNEL CALENDAR IN A GROUP-BASED COMMUNICATION SYSTEM	NGUYEN, NGA B	3625	§102	Final Rejection	114d overdue	Pending	Jun 13, 2024
18734932	DATABASE SYSTEMS AND METHODS FOR PERSONALIZED AGENT AUTOMATIONS	SERROU, ABDELALI	2659	§103	Non-Final OA	43d overdue	Pending	Jun 05, 2024
18674802	Domain-Specific Shorthand for Generation of Data Visualizations based on Context Free Grammar	LEE, JANGWOEN	2656	§102	Non-Final OA	17d overdue	Pending	May 24, 2024
18667242	DYNAMIC PROMPT GENERATION FOR GENERATIVE ARTIFICIAL INTELLIGENCE BASED ON REACTIVE INTERACTIONS	HO, ANDREW N	2169	§103	Final Rejection	61d	Pending	May 17, 2024
18659385	SYSTEM AND METHOD FOR DATABASE SYSTEM ANOMALY DETECTION AND INCIDENT MANAGEMENT	MEHRMANESH, ELMIRA	2113	§103	Non-Final OA	38d overdue	Pending	May 09, 2024
18651605	Interpreting Natural Language Comparisons During Visual Analysis	BLACK, LINH	2163	§103	Final Rejection	70d	Pending	Apr 30, 2024
18648191	METHOD AND SYSTEM FOR PROCESSING A STREAM OF INCOMING MESSAGES SENT FROM A SPECIFIC INPUT MESSAGE SOURCE AND VALIDATING EACH INCOMING MESSAGE OF THAT STREAM BEFORE SENDING THEM TO A SPECIFIC TARGET SYSTEM	MIAN, MOHAMMAD YOU A	2457	§103	Non-Final OA	22d	Pending	Apr 26, 2024
18636966	PLANNING PHASE AND GENERATION PHASE FOR GENERATIVE ARTIFICIAL INTELLIGENCE	NEWAY, SAMUEL G	2657	§101	Non-Final OA	9d	Pending	Apr 16, 2024
18635768	SYSTEMS AND METHODS FOR MANAGING A CAMPAIGN	VIG, NARESH	3622	§101	Non-Final OA	29d	Pending	Apr 15, 2024
18429327	GENERATING WORKFLOWS USING MODULAR FUNCTIONS	KNIGHT, LETORIA G	3623	§103	Final Rejection	42d	Pending	Jan 31, 2024
18428922	Unified Connectivity Testing & Validtion System	MORSHED, HOSSAIN M	2191	§103	Non-Final OA	32d overdue	Pending	Jan 31, 2024
18428003	Incremental Orchestration of a Datacenter on a Cloud Platform	LI, YANBIN	2191	§103	Non-Final OA	50d overdue	Pending	Jan 31, 2024
18429113	EMBEDDED VIEW OF THIRD-PARTY DATA AND TEMPLATE GENERATION FOR A COMMUNICATION PLATFORM	NAZAR, AHAMED I	2178	§102	Non-Final OA	1d overdue	Pending	Jan 31, 2024
18427014	SEMANTIC SEARCHING OF STRUCTURED DATA USING GENERATED QUERY SPACES	VOGT, JACOB BUI	2653	§103	Final Rejection	10d overdue	Pending	Jan 30, 2024
18426650	NETWORK SECURITY POLICY GENERATION AND DISTRIBUTION	CHANG, TOM Y	2455	§103	Non-Final OA	36d overdue	Pending	Jan 30, 2024
18424652	SYSTEMS AND METHOD FOR ENCODING VIDEO CONTENTS	DIVECHA, KAMAL B	2453	§103	Non-Final OA	83d	Pending	Jan 26, 2024
18423246	AUTOMATATED APPLICATION VULNERABILITY TRIAGE MANAGEMENT	MUNGUIA, DUILIO	2497	§103	Final Rejection	39d	Pending	Jan 25, 2024
18417173	GENERATING A PREBUILT WORKFLOW BASED ON A PROMPT	SANTIAGO-MERCED, FRANCIS Z	3625	§103	Non-Final OA	—	Pending	Jan 19, 2024
18416612	SYSTEMS AND METHODS FOR TEXT GENERATION WITH VOCABULARY DETOXIFICATION	LERNER, MARTIN	2658	§103	Final Rejection	47d	Pending	Jan 18, 2024
18401341	GENERATING EVENTS BASED ON HISTORICAL DATA	LABOGIN, DORETHEA L	3624	§103	Non-Final OA	66d overdue	Pending	Dec 30, 2023
18401338	INCREASING MEETING PRODUCTIVITY UTILIZING ROLE-BASED EVENT GENERATION	SANTIAGO-MERCED, FRANCIS Z	3625	§103	Non-Final OA	140d overdue	Pending	Dec 30, 2023
18401340	UPDATING EVENT DATA BASED ON DEPARTING USER PROFILES	MUNDUR, PADMAVATHI V	2441	§103	Final Rejection	42d overdue	Pending	Dec 30, 2023
18527668	TWO-STAGE FRAMEWORK FOR ZERO-SHOT IDENTITY-AGNOSTIC TALKING-HEAD GENERATION	TAHA, AHMED	2613	§102	Non-Final OA	16d overdue	Pending	Dec 04, 2023
18524607	METHOD AND SYSTEM FOR GENERATING INSIGHTS REGARDING A PARTY IN RESPONSE TO A CALL	EDMONDS, DONALD J	3629	§101	Non-Final OA	2d overdue	Pending	Nov 30, 2023
18515659	SMART PRIVILEGE ESCALATION IN A CLOUD PLATFORM	JACOB, AJITH	2161	§103	Final Rejection	14d	Pending	Nov 21, 2023
18514287	GENERATIVE ARTIFICIAL INTELLIGENCE (AI) CONTEXTUAL CREDIT METERING	OJIAKU, CHIKAODINAKA	3696	§101	Non-Final OA	35d	Pending	Nov 20, 2023
18488831	AUTONOMOUS EXECUTION OF UNSTRUCTURED COMPUTE PROCESSES	DASCOMB, JACOB D	2198	§103	Non-Final OA	21d	Pending	Oct 17, 2023
18373132	LARGE LANGUAGE MODEL CONTROLLER	CHUNG, DANIEL WONSUK	2659	§101	Final Rejection	40d	Pending	Sep 26, 2023
18235690	System and Method for Variable Sankey Charting	SHARPLESS, SAMUEL	2165	§101	Final Rejection	50d	Pending	Aug 18, 2023
18335044	SYSTEMS AND METHODS FOR SEMANTIC PARSING WITH EXECUTION FOR ANSWERING QUESTIONS OF VARYING COMPLEXITY FROM UNSTRUCTURED TEXT	ABEBE, DANIEL DEMELASH	2657	§103	Non-Final OA	46d	Pending	Jun 14, 2023
18138957	SYSTEM FOR DYNAMIC NETWORK SECURITY CONTROL	CHOLLETI, RAGHAVENDER NMN	2492	§103	Non-Final OA	51d overdue	Pending	Apr 25, 2023
18138969	NEURAL NETWORK FOR GENERATING BOTH NODE EMBEDDINGS AND EDGE EMBEDDINGS FOR GRAPHS	JABLON, ASHER H.	2127	Other	Non-Final OA	36d	Pending	Apr 25, 2023
18134475	PREDICTING AGGREGATE VALUE OF OBJECTS REPRESENTING POTENTIAL TRANSACTIONS BASED ON POTENTIAL TRANSACTIONS EXPECTED TO BE CREATED	EL-BATHY, MOHAMED N	3624	§103	Non-Final OA	8d	Pending	Apr 13, 2023
18118263	PROVISIONING AND SECURE ACCESS CONTROL FOR STORAGE ON PUBLIC SERVERS	MOHAMMADI, FAHIMEH M	2439	§103	Non-Final OA	49d overdue	Pending	Mar 07, 2023
18162445	Log Data Summarization Techniques	EDWARDS, ETHAN WESLEY	2857	§103	Final Rejection	33d	Pending	Jan 31, 2023
18104158	INTELLIGENTLY MANAGING MULTIPLE CALENDAR BOOKINGS VIA A GROUP-BASED COMMUNICAITON PLATFORM	BOROWSKI, MICHAEL	3624	§103	Final Rejection	25d overdue	Pending	Jan 31, 2023
18104126	Generating Previews of Entity Assets	KANG, INSUN	2193	§103	Non-Final OA	49d overdue	Pending	Jan 31, 2023
18161458	GRAPHICAL USER INTERFACE ELEMENT FOR TRACKING DESIGN AND DEVELOPMENT CHANGES ACROSS MULTIPLE WEB-BASED APPLICATIONS	MACASIANO, JOANNE GONZALES	2197	§103	Non-Final OA	17d overdue	Pending	Jan 30, 2023
18102369	CONTENT GENERATION FOR USER INTERESTS	TSUI, WILSON W	2172	§101	Non-Final OA	98d overdue	Pending	Jan 27, 2023
18158702	NON-FUNGIBLE PREFERENCE TOKEN	ALLEN, NICHOLAS E	2154	§103	Non-Final OA	12d	Pending	Jan 24, 2023
18157471	DATABASE SYSTEMS AND PARALLEL PROCESSING METHODS WITH RELATIONSHIP CHUNKING	DORAIS, CRAIG C	2198	§101	Non-Final OA	45d overdue	Pending	Jan 20, 2023
18152185	JUST-IN-TIME MATERIALIZATION OF CLONED USERS IN COMPUTING ENVIRONMENTS WITHIN A DATABASE SYSTEM	ALLEN, NICHOLAS E	2154	§103	Final Rejection	91d overdue	Pending	Jan 10, 2023
18094267	System For Publishing Embedded Web Application With Atomic Version Control	PAULINO, LENIN	2197	§103	Non-Final OA	77d	Pending	Jan 06, 2023
18147314	DYNAMIC CHUNK SIZE FOR OPTIMAL BATCH PROCESSING	PHAKOUSONH, DARAVANH	2121	§101	Final Rejection	34d	Pending	Dec 28, 2022
18082002	STATEFUL RULE EXECUTION WITH FACT HANDLES	RAAB, CHRISTOPHER J	2156	§103	Non-Final OA	13d	Pending	Dec 15, 2022
18060874	TRAINING OF PREDICTION NETWORK FOR AUTOMATIC CORRELATION OF INFORMATION	MOUNDI, ISHAN NMN	2141	§103	Final Rejection	—	Pending	Dec 01, 2022
18072195	CHANNEL RECOMMENDATIONS USING MACHINE LEARNING	BAHL, SANGEETA	3626	§103	Non-Final OA	14d	Pending	Nov 30, 2022
18059230	SYSTEMS AND METHODS FOR TEXT CLASSIFICATION USING LABEL MODULAR PROMPTS	CHAVEZ, RODRIGO A	2658	§103	Non-Final OA	4d overdue	Pending	Nov 28, 2022
18058173	SYSTEM AND METHOD FOR ESTIMATED UPDATE TIMING OF CACHED DATA	LIN, SHERMAN L	2447	§103	Final Rejection	56d	Pending	Nov 22, 2022
17991578	WORKFLOW ENSEMBLE SYSTEMS	SUMMERS, KIERSTEN V	3626	§103	Final Rejection	15d	Pending	Nov 21, 2022
17989871	TRAINING NEURAL NETWORKS FOR NAME GENERATION	PEACH, POLINA G	2165	§101	Final Rejection	98d overdue	Pending	Nov 18, 2022
18054009	SYSTEMS AND METHODS FOR SOLVING MULTI-AGENT DECISION PROCESSES WITH NETWORK CONSTRAINTS	MAIDO, MAGGIE T	2129	§103	Final Rejection	—	Pending	Nov 09, 2022
17973174	RECOMMENDATION OF PRODUCTS VIA POPULATION OF A SPARSE DATA MATRIX	GEORGALAS, ANNE MARIE	3689	§112	Final Rejection	22d	Pending	Oct 25, 2022
18047502	DATABASE SYSTEMS AND METHODS OF CONFIGURABLE INVOICE GENERATION	SALMAN, AVIA ABDULSATTAR	3627	§101	Non-Final OA	8d overdue	Pending	Oct 18, 2022
17889166	SYSTEMS AND METHODS FOR ZERO-SHOT TEXT CLASSIFICATION WITH A CONFORMAL PREDICTOR	SHAIKH, ZEESHAN MAHMOOD	2658	§101	Final Rejection	13d	Pending	Aug 16, 2022
17811473	MECHANISMS FOR DELETING TRIPLES OF A DATABASE STORE	DEWAN, KAMAL K	2163	§103	Final Rejection	112d overdue	Pending	Jul 08, 2022
17489284	CONFIGURING DYNAMIC INTERACTIONS BETWEEN APPLICATION ELEMENTS	TAN, DAVID H	2145	§103	Non-Final OA	60d overdue	Pending	Sep 29, 2021
17357419	MULTI-MODEL SCORING IN A MULTI-TENANT SYSTEM	BREENE, PAUL J	2129	§103	Final Rejection	121d overdue	Pending	Jun 24, 2021
17231015	NEURAL NETWORK BASED ANOMALY DETECTION FOR TIME-SERIES DATA	PRESSLY, KURT NICHOLAS	2125	§103	Final Rejection	70d	Pending	Apr 15, 2021
17220567	TRAINING A MACHINE LEARNING MODEL USING STRUCTURED DATA	YI, HYUNGJUN B	2146	§103	Non-Final OA	105d overdue	Pending	Apr 01, 2021
17157967	SYSTEM AND METHOD FOR SUPPORTING VERY LARGE DATA SETS IN DATABASES	BLACK, LINH	2163	§103	Final Rejection	86d overdue	Pending	Jan 25, 2021

Show all 81 rows (31 more)