Tata Consultancy Services Limited

Portfolio Summary

48

Total Pending OAs

24

Non-Final OAs

16

Final Rejections

8

Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 48 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

23

Overdue

2

Due this week

17

Due this month

3

Due in next 60 days

3

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

Overdue (23)Due ≤ 7 days (2)Due ≤ 30 days (17)Due ≤ 60 days (3)Due later (3)

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.

27

Hard (56%)

14

Medium (29%)

6

Easy (12%)

1

Unknown (2%)

Rejection Statute Mix

Bucket	Cases
§101 only	27 (56%)
§103 only	14 (29%)
§112 only	6 (12%)
No statute on record	1 (2%)

Industry Mix

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

4

Life Sciences

8% of docket

10

Information Tech

21% of docket

1

Communications

2% of docket

3

Semiconductors

6% of docket

30

Mechanical / Eng

62% 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.

480 h

Manual time on pending OAs

96 h

Time saved (low, 20%)

168 h

Time saved (mid, 35%)

4.2 wks

FTE-weeks freed (mid)

Top Examiners on this docket

Examiner	Apps on this docket	Allow rate	Interview lift
HATCHER, DEIRDRE D	2	27.2%	+24.8%
SHEIKH, ASFAND M	2	46.2%	+48.2%
BRAUNLICH, MARTIN WALTER	2	63.4%	+42.5%
BOROWSKI, MICHAEL	2	17.6%	+37.5%
MINOR, AYANNA YVETTE	1	18.8%	+25.1%
SAINT-VIL, EDDY	1	42.2%	+29.7%
ALI, JAHED	1	61.5%	+56.1%
SCHEUNEMANN, RICHARD N	1	6.3%	+8.4%
LAU, HOI CHING	1	74.3%	+16.2%
DIZON, EDWARD ANDREW IZON	1	0.0%	+0.0%

Hard Cases (30)

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
17663240	METHOD AND SYSTEM FOR EXPLAINABLE MACHINE LEARNING USING DATA AND PROXY MODEL BASED HYBRID APPROACH	RIFKIN, BEN M	140d overdue
17822722	METHOD AND SYSTEM FOR PROVIDING ASSISTANCE TO INTERVIEWERS	RUSS, COREY V	138d overdue
18367546	METHOD AND SYSTEM FOR EVALUATING CLINICAL EFFICACY OF MULTI-LABEL MULTI-CLASS COMPUTATIONAL DIAGNOSTIC MODELS	CHOI, DAVID	133d overdue
17760297	METHOD AND SYSTEM FOR REAL TIME TRAJECTORY OPTIMIZATION	NORTON, JENNIFER L	126d overdue
17953699	METHOD AND SYSTEM FOR ENABLING ASSORTMENT TOOL AND INTEGRATION OF APPLICATIONS FOR HYPER LOCALIZATION	SALMAN, AVIA ABDULSATTAR	105d overdue
18598228	DEMAND DRIVEN, CONSTRAINT-BASED AND COST OPTIMIZED INBOUND CONTAINER PRIORITIZATION FOR RESILIENT SUPPLY CHAIN	GODBOLD, DAVID GARRISON	103d overdue
18145534	METHOD AND SYSTEM FOR USER PERFORMANCE EVALUATION	BOROWSKI, MICHAEL	89d overdue
17376663	MANAGING DYNAMICALLY ADAPTIVE SUPPLY NETWORK AND SYSTEM THEREFOR	MUNSON, PATRICIA H	78d overdue

Interview Candidates (12)

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
18145534	METHOD AND SYSTEM FOR USER PERFORMANCE EVALUATION	BOROWSKI, MICHAEL	89d overdue
18966228	METHOD AND SYSTEM FOR MULTI-STAGE TESTING (MST) CALIBRATION	SAINT-VIL, EDDY	53d overdue
18934358	SYSTEMS AND METHODS FOR EVALUATING SUSTAINABILITY OF A FOOD SUPPLY CHAIN NETWORK USING DIGITAL TWIN	HATCHER, DEIRDRE D	46d overdue
18963032	METHODS AND SYSTEMS FOR REAL-TIME CONFIGURATION OF ASSET LICENSING FRAMEWORK FOR GENERATING NON-FUNGIBLE TOKENS	ALI, JAHED	42d overdue
18214612	METHOD AND SYSTEM FOR IDENTIFYING ELECTROLYTE COMPOSITION FOR OPTIMAL BATTERY PERFORMANCE	BRAUNLICH, MARTIN WALTER	5d
18491061	SYSTEM AND METHOD FOR ASSESSMENT OF INFORMATION TECHNOLOGY (IT) OPERATIONAL ENDURANCE OF AN ENTITY	SHEIKH, ASFAND M	13d
18430459	MULTI-LEVEL RELIABILITY ASSESSMENT OF VENDORS BASED ON MULTI-DIMENSIONAL RELIABILITY SCORE	SHEIKH, ASFAND M	14d
19004573	SYSTEMS AND METHODS FOR OPTIMIZING PRODUCT REVENUE	MINOR, AYANNA YVETTE	22d

Top Art Units

Art Unit	Apps
3624	6
3625	3
3627	3
2858	3
3692	2
3628	2
3626	2
2123	2
1687	2
3715	1

Pending Office Actions

App #	Title	Examiner	Art Unit	Statutes	Status	Due in	AI	Filed
19004573	SYSTEMS AND METHODS FOR OPTIMIZING PRODUCT REVENUE	MINOR, AYANNA YVETTE	3624	§103	Non-Final OA	22d	Pending	Dec 30, 2024
18966228	METHOD AND SYSTEM FOR MULTI-STAGE TESTING (MST) CALIBRATION	SAINT-VIL, EDDY	3715	§101	Non-Final OA	53d overdue	Pending	Dec 03, 2024
18963032	METHODS AND SYSTEMS FOR REAL-TIME CONFIGURATION OF ASSET LICENSING FRAMEWORK FOR GENERATING NON-FUNGIBLE TOKENS	ALI, JAHED	3699	§112	Non-Final OA	42d overdue	Pending	Nov 27, 2024
18954277	METHOD AND SYSTEM FOR COMPUTING OPTIMAL ENERGY GENERATION SCHEDULE IN MULTI-ENERGY HUBS	SCHEUNEMANN, RICHARD N	3624	§101	Non-Final OA	29d	Pending	Nov 20, 2024
18952793	ALCOHOL INTOXICATION STATE DETECTION USING A WEARABLE DEVICE AND A MOBILE DEVICE	LAU, HOI CHING	2689	§101	Non-Final OA	57d	Pending	Nov 19, 2024
18934358	SYSTEMS AND METHODS FOR EVALUATING SUSTAINABILITY OF A FOOD SUPPLY CHAIN NETWORK USING DIGITAL TWIN	HATCHER, DEIRDRE D	3625	§103	Non-Final OA	46d overdue	Pending	Nov 01, 2024
18901130	SYSTEMS AND METHODS FOR VEHICLE MANEUVER PREDICTION USING DEEP LEARNING	DIZON, EDWARD ANDREW IZON	3663	§103	Non-Final OA	43d overdue	Pending	Sep 30, 2024
18897198	METHOD AND SYSTEM FOR CARBON-AWARE STORAGE SERVICE SELECTION IN THE MULTI-CLOUD ENVIRONMENT	BROWN, SARA GRACE	3625	§101	Final Rejection	14d	Pending	Sep 26, 2024
18826572	METHODS AND SYSTEMS FOR ESTIMATING RISK OF ENTERPRISE APPLICATION FOR QUANTUM CRYPTOGRAPHY MIGRATION	LITTLE, VANCE M	2494	§101	Non-Final OA	15d overdue	Pending	Sep 06, 2024
18826475	METHODS AND SYSTEMS FOR GENERATING BEHAVIOR EMBEDDED ENTITY SPECIFIC CRYPTOCURRENCY TRANSACTIONS	TURK, BROCK E	3692	§112	Non-Final OA	22d	Pending	Sep 06, 2024
18793088	LEVERAGING BLOCKCHAIN AND CONDITIONAL HOMOMORPHIC PROXY RE-ENCRYPTION FOR ENHANCED TRANSACTION PRIVACY AND AUDITING	JIMENEZ, JUSTIN ABEL	3697	§103	Final Rejection	26d	Pending	Aug 02, 2024
18672156	SYSTEMS AND METHODS FOR TRUSTED SELF-CHECKOUT AT RETAIL STORES	HAYLES, ASHFORD S	3627	§101	Non-Final OA	35d overdue	Pending	May 23, 2024
18659085	METHOD AND SYSTEM FOR MICRO-ACTIVITY IDENTIFICATION	HO, THOMAS Y	3624	§103	Final Rejection	21d	Pending	May 09, 2024
18651432	ELECTRONIC BEAM-STEERING REFLECTARRAY ANTENNA SYSTEM WITH VARACTOR DIODE EMBEDDED COMB-SHAPED UNIT CELL	GOSLING, ANNA KOBACKER	3648	§112	Non-Final OA	27d	Pending	Apr 30, 2024
18603014	SYSTEMS AND METHODS FOR IDENTIFICATION AND REPLENISHMENT OF TARGETED ITEMS ON SHELVES OF STORES	HATCHER, DEIRDRE D	3625	§101	Final Rejection	30d	Pending	Mar 12, 2024
18598228	DEMAND DRIVEN, CONSTRAINT-BASED AND COST OPTIMIZED INBOUND CONTAINER PRIORITIZATION FOR RESILIENT SUPPLY CHAIN	GODBOLD, DAVID GARRISON	3628	§101	Final Rejection	103d overdue	Pending	Mar 07, 2024
18430459	MULTI-LEVEL RELIABILITY ASSESSMENT OF VENDORS BASED ON MULTI-DIMENSIONAL RELIABILITY SCORE	SHEIKH, ASFAND M	3626	§101	Final Rejection	14d	Pending	Feb 01, 2024
18414297	INTER-BANK TRANSACTION WITH PRIVACY ENABLED AUDITING AND PRIVACY ENABLED INTER-BANK SETTLEMENTS IN BLOCKCHAIN NETWORK	ABDULLAEV, AMANULLA	3692	§101	Final Rejection	75d	Pending	Jan 16, 2024
18393358	METHOD AND SYSTEM FOR DETERMINING CARDIAC ABNORMALITIES USING CHAOS-BASED CLASSIFICATION MODEL FROM MULTI-LEAD ECG	WELCH, WILLOW GRACE	3792	§101	Non-Final OA	60d overdue	Pending	Dec 21, 2023
18530300	SYSTEM AND METHOD FOR AUTO REPAIRING VULNERABLE CODE PROGRAM FRAGMENTS OF A SOFTWARE	SHAW, PETER C	2493	§103	Non-Final OA	9d overdue	Pending	Dec 06, 2023
18512854	METHOD AND SYSTEM FOR COMPUTATION OF PRICE ELASTICITY FOR OPTIMAL PRICING OF PRODUCTS	SIMPSON, DIONE N	3628	§101	Non-Final OA	2d overdue	Pending	Nov 17, 2023
18493639	METHOD AND SYSTEM OF TRAINING OF CHAINED NEURAL NETWORKS FOR DELAY PREDICTION IN TRANSIT NETWORKS	ANDERSON, FOLASHADE	3623	§103	Non-Final OA	49d overdue	Pending	Oct 24, 2023
18491061	SYSTEM AND METHOD FOR ASSESSMENT OF INFORMATION TECHNOLOGY (IT) OPERATIONAL ENDURANCE OF AN ENTITY	SHEIKH, ASFAND M	3626	§101	Non-Final OA	13d	Pending	Oct 20, 2023
18367546	METHOD AND SYSTEM FOR EVALUATING CLINICAL EFFICACY OF MULTI-LABEL MULTI-CLASS COMPUTATIONAL DIAGNOSTIC MODELS	CHOI, DAVID	3684	§101	Non-Final OA	133d overdue	Pending	Sep 13, 2023
18227480	METHOD AND SYSTEM FOR GENERATING 2D REPRESENTATION OF ELECTROCARDIOGRAM (ECG) SIGNALS	GARTLAND, SCOTT D	3685	§103	Non-Final OA	121d overdue	Pending	Jul 28, 2023
18354093	METHOD AND SYSTEM FOR JOINTLY PRUNING AND HARDWARE ACCELERATION OF PRE-TRAINED DEEP LEARNING MODELS	HOOVER, BRENT JOHNSTON	2127	§103	Non-Final OA	42d	Pending	Jul 18, 2023
18214612	METHOD AND SYSTEM FOR IDENTIFYING ELECTROLYTE COMPOSITION FOR OPTIMAL BATTERY PERFORMANCE	BRAUNLICH, MARTIN WALTER	2858	§101	Final Rejection	5d	Pending	Jun 27, 2023
18323012	OPTIMAL INTRADAY SCHEDULING OF AGGREGATED DISTRIBUTED ENERGY RESOURCES (DERs)	BOROWSKI, MICHAEL	3624	§101	Final Rejection	28d	Pending	May 24, 2023
18319077	NON-INVASIVE METHOD AND SYSTEM FOR DETECTING QUALITY OF PACKAGED MILK	BORTOLI, JONATHAN	1797	§112	Non-Final OA	1d overdue	Pending	May 17, 2023
18318380	METHOD AND SYSTEM FOR ADVERSARIAL MULTI-ARCHITECTURE BASED DELAY PREDICTION IN SCHEDULED TRANSPORTATION NETWORKS	RYLANDER, BART I	2124	§103	Non-Final OA	62d	Pending	May 16, 2023
18134097	SYSTEMS AND METHODS FOR DATA EXPLORATION ANALYSIS BASED CONVENANTS CATEGORIZATION AND RECOMMENDATION THEREOF	MUSTAFA, MOHAMMED H	3693	§101	Final Rejection	15d	Pending	Apr 13, 2023
18181376	RETAIL SPACE PLANNING THROUGH PATTERN RECOGNITION	CHEIN, ALLEN C	3627	§101	Final Rejection	9d	Pending	Mar 09, 2023
18145534	METHOD AND SYSTEM FOR USER PERFORMANCE EVALUATION	BOROWSKI, MICHAEL	3624	§101	Final Rejection	89d overdue	Pending	Dec 22, 2022
18059710	METHOD AND SYSTEM FOR MUTUAL INFORMATION (MI) BASED SPIKE ENCODING OPTIMIZATION OF MULTIVARIATE DATA	RUTTEN, JAMES D	2121	§103	Non-Final OA	22d	Pending	Nov 29, 2022
18049358	METHODS AND SYSTEMS FOR REAL TIME ESTIMATION OF PRESSURE CHANGE REQUIREMENTS FOR ROTARY CUTTERS	BRAUNLICH, MARTIN WALTER	2858	§112	Non-Final OA	26d	Pending	Oct 25, 2022
17970886	METHOD AND SYSTEM FOR ATTENTIVE ONE SHOT META IMITATION LEARNING FROM VISUAL DEMONSTRATION	HAN, KYU HYUNG	2123	§103	Non-Final OA	72d	Pending	Oct 21, 2022
18048055	METHOD AND SYSTEM FOR SPECTRUM MATCHING FOR HYPERSPECTRAL AND MULTISPECTRAL DATA	LEE, SANGKYUNG	2858	§101	Non-Final OA	28d	Pending	Oct 20, 2022
17953699	METHOD AND SYSTEM FOR ENABLING ASSORTMENT TOOL AND INTEGRATION OF APPLICATIONS FOR HYPER LOCALIZATION	SALMAN, AVIA ABDULSATTAR	3627	§101	Final Rejection	105d overdue	Pending	Sep 27, 2022
17822722	METHOD AND SYSTEM FOR PROVIDING ASSISTANCE TO INTERVIEWERS	RUSS, COREY V	3629	§101	Non-Final OA	138d overdue	Pending	Aug 26, 2022
17760297	METHOD AND SYSTEM FOR REAL TIME TRAJECTORY OPTIMIZATION	NORTON, JENNIFER L	2117	§101	Non-Final OA	126d overdue	Pending	Aug 05, 2022
17663240	METHOD AND SYSTEM FOR EXPLAINABLE MACHINE LEARNING USING DATA AND PROXY MODEL BASED HYBRID APPROACH	RIFKIN, BEN M	2123	§101	Non-Final OA	140d overdue	Pending	May 13, 2022
17490425	ESTIMATING CARDIAC PARAMETERS WHEN PERFORMING AN ACTIVITY USING A PERSONALIZED CARDIOVASCULAR HEMODYNAMIC MODEL	SANFORD, DIANA PATRICIA	1687	§101	Non-Final OA	37d overdue	Pending	Sep 30, 2021
17472315	ENSEMBLE GENERATIVE ADVERSARIAL NETWORK BASED SIMULATION OF CARDIOVASCULAR DISEASE SPECIFIC BIOMEDICAL SIGNALS	ANDERSON-FEARS, KEENAN NEIL	1687	§103	Final Rejection	57d	Pending	Sep 10, 2021
17376663	MANAGING DYNAMICALLY ADAPTIVE SUPPLY NETWORK AND SYSTEM THEREFOR	MUNSON, PATRICIA H	3624	§101	Final Rejection	78d overdue	Pending	Jul 15, 2021
17361974	DETECTION OF ABNORMAL BEHAVIOUR OF DEVICES FROM ASSOCIATED UNLABELED SENSOR OBSERVATIONS	ALGHAZZY, SHAMCY	2128	§101	Non-Final OA	22d	Pending	Jun 29, 2021
17348455	METHOD AND SYSTEM FOR IDENTIFYING PREDICTABLE FIELDS IN AN APPLICATION FOR MACHINE LEARNING	JONES, CHARLES JEFFREY	2122	§103	Final Rejection	46d overdue	Pending	Jun 15, 2021
17205407	LIFT AND ROTATE UNIT FOR LIFTING AND ROTATING A PLURALITY OF PAYLOADS	DEONAUTH, NIRVANA	3726	§112	Non-Final OA	3d overdue	Pending	Mar 18, 2021
17136351	IN-SILICO DESIGN OF ELECTROPORATION EXPERIMENTS FOR TOPICAL AND TRANSDERMAL DRUG DELIVERY APPLICATIONS	DHARITHREESAN, NIDHI	1686	Other	Non-Final OA	6d	Pending	Dec 29, 2020