Prosecution Insights
Last updated: October 25, 2026

Fair Isaac Corporation

Technology areas: Computing & Software • Transportation, E-Commerce & Mechanical Systems

15 pending office actions • 13 art units • 15 examiners • 0 of 15 (0%) have an AI response strategy ready • 15 patents granted in the last 365 days

Analysis

Fair Isaac Corporation has 15 pending office actions in Computing & Software. The matters span 15 examiners and 13 art units, showing complete examiner dispersion and repeated activity within some art units.

CONYERS, DAWAUNE A is the busiest examiner, with 1 pending matter. No examiner has more than 1 matter, so a single examiner relationship does not define the docket. The art-unit assignments provide the more useful basis for identifying recurring issues and coordinating prosecution positions.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Portfolio Summary

15
Total Pending OAs
9
Non-Final OAs
6
Final Rejections
0
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 6 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

3
Overdue
0
Due this week
2
Due this month
0
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. 6 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (3)Due ≤ 30 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.

12
Hard (80%)
3
Medium (20%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only5 (33%)
§101 + other7 (47%)
§103 only3 (20%)

Industry Mix

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

0
Life Sciences
0% of docket
9
Information Tech
60% of docket
1
Communications
7% of docket
0
Semiconductors
0% of docket
5
Mechanical / Eng
33% 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.

150 h
Manual time on pending OAs
30 h
Time saved (low, 20%)
52 h
Time saved (mid, 35%)
1.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
CONYERS, DAWAUNE A 1 65.7% +19.3%
TO, BAOQUOC N 1 89.9% +7.9%
AHMED, MAHABUB S 1 84.8% +9.4%
WANG, CHAO 1 80.8% +81.2%
FITCH, GRANT FREDERICK 1 — —
HOOVER, BRENT JOHNSTON 1 82.3% +21.5%
MEYER, JACQUELINE CHRISTINE 1 66.7% +62.5%
YANG, QIAN 1 73.6% +31.3%
SCHEUNEMANN, RICHARD N 1 6.2% +8.3%
ILES, TYLER EDWARD 1 50.0% +71.4%

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
19196125 DATA PRODUCT DEVELOPMENT, SYSTEMS AND METHODS TO, BAOQUOC N 10d overdue

Hard Cases (12)

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 #TitleExaminerDue in
17856648 ADVANCED LEARNING SYSTEM FOR DETECTION AND PREVENTION OF MONEY LAUNDERING MILLER, JAMES H 19d overdue
17732405 MULTIUSER LEARNING SYSTEM FOR DETECTING A DIVERSE SET OF RARE BEHAVIOR MAC, GARY 1d overdue
18629583 NARRATIVE GENERATION PLATFORM FOR EXPLAINABLE PREDICTIVE CLASSIFIER YANG, QIAN 28d
14796547 MOBILE ATTRIBUTE TIME-SERIES PROFILING ANALYTICS LIU, I JUNG 63d
19196362 CONFIGURABLE UPDATE RULES FOR COMPOSITE DATA PRODUCTS CONYERS, DAWAUNE A —
19185882 OVERLY OPTIMISTIC DATA PATTERNS AND LEARNED ADVERSARIAL LATENT FEATURES AHMED, MAHABUB S —
19022899 Enhanced Data Privacy Through Structure-Preserving Autoencoder with Latent Space Augmentation WANG, CHAO —
18784752 INTERACTIVE USER EXPERIENCE FOR GENERATING BALANCED CLASSIFIERS FITCH, GRANT FREDERICK —

Interview Candidates (6)

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 6 ordered by deadline are shown.

App #TitleExaminerDue in
18316987 MULTI-VARIATE COUNTERFACTUAL DIFFUSION PROCESS ILES, TYLER EDWARD 14d
18629583 NARRATIVE GENERATION PLATFORM FOR EXPLAINABLE PREDICTIVE CLASSIFIER YANG, QIAN 28d
19196362 CONFIGURABLE UPDATE RULES FOR COMPOSITE DATA PRODUCTS CONYERS, DAWAUNE A —
19022899 Enhanced Data Privacy Through Structure-Preserving Autoencoder with Latent Space Augmentation WANG, CHAO —
18784747 INTERACTIVE USER EXPERIENCE FOR GENERATING BALANCED CLASSIFIERS HOOVER, BRENT JOHNSTON —
18634652 DETERMINISTIC EXPLANATION OF SPARSELY CONNECTED MULTI-LAYER MACHINE LEARNING MODEL USING LATENT FEATURE ACTIVATION STATES MEYER, JACQUELINE CHRISTINE —

Top Art Units

Art UnitApps
2127 2
3694 2
2152 1
2154 1
2434 1
2439 1
2124 1
2144 1
2677 1
3624 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19196362 CONFIGURABLE UPDATE RULES FOR COMPOSITE DATA PRODUCTS CONYERS, DAWAUNE A 2152 §101§103 Non-Final OA — Pending May 01, 2025
19196125 DATA PRODUCT DEVELOPMENT, SYSTEMS AND METHODS TO, BAOQUOC N 2154 §103 Final Rejection 10d overdue Pending May 01, 2025
19185882 OVERLY OPTIMISTIC DATA PATTERNS AND LEARNED ADVERSARIAL LATENT FEATURES AHMED, MAHABUB S 2434 §101§103§112Other Non-Final OA — Pending Apr 22, 2025
19022899 Enhanced Data Privacy Through Structure-Preserving Autoencoder with Latent Space Augmentation WANG, CHAO 2439 §101§103Other Non-Final OA — Pending Jan 15, 2025
18784752 INTERACTIVE USER EXPERIENCE FOR GENERATING BALANCED CLASSIFIERS FITCH, GRANT FREDERICK 2124 §101§103Other Non-Final OA — Pending Jul 25, 2024
18784747 INTERACTIVE USER EXPERIENCE FOR GENERATING BALANCED CLASSIFIERS HOOVER, BRENT JOHNSTON 2127 §101§103Other Non-Final OA — Pending Jul 25, 2024
18634652 DETERMINISTIC EXPLANATION OF SPARSELY CONNECTED MULTI-LAYER MACHINE LEARNING MODEL USING LATENT FEATURE ACTIVATION STATES MEYER, JACQUELINE CHRISTINE 2144 §103 Non-Final OA — Pending Apr 12, 2024
18629583 NARRATIVE GENERATION PLATFORM FOR EXPLAINABLE PREDICTIVE CLASSIFIER YANG, QIAN 2677 §101 Non-Final OA 28d Pending Apr 08, 2024
18509249 AUTO-ENCODER ENHANCED SELF-DIAGNOSTIC COMPONENTS FOR MODEL MONITORING SCHEUNEMANN, RICHARD N 3624 §101 Final Rejection — Pending Nov 14, 2023
18316987 MULTI-VARIATE COUNTERFACTUAL DIFFUSION PROCESS ILES, TYLER EDWARD 2122 §103 Final Rejection 14d Pending May 12, 2023
17856648 ADVANCED LEARNING SYSTEM FOR DETECTION AND PREVENTION OF MONEY LAUNDERING MILLER, JAMES H 3694 §101§112 Final Rejection 19d overdue Pending Jul 01, 2022
17732405 MULTIUSER LEARNING SYSTEM FOR DETECTING A DIVERSE SET OF RARE BEHAVIOR MAC, GARY 2127 §101§112 Final Rejection 1d overdue Pending Apr 28, 2022
16908169 RESPONSIBILITY ANALYTICS SHAIKH, MOHAMMAD Z 3694 §101 Final Rejection — Pending Jun 22, 2020
16225589 COMPUTER-PROJECTED RISK ASSESSMENT USING VOLUNTARILY CONTRIBUTED INFORMATION CHISM, STEVEN R 3692 §101 Non-Final OA — Pending Dec 19, 2018
14796547 MOBILE ATTRIBUTE TIME-SERIES PROFILING ANALYTICS LIU, I JUNG 3695 §101 Non-Final OA 63d Pending Jul 10, 2015

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Frequently Asked Questions

How many pending USPTO office actions does Fair Isaac Corporation have?

Fair Isaac Corporation has 15 pending office actions as of October 2026, spread across 13 art units and 15 examiners.

Which USPTO examiner handles the most Fair Isaac Corporation applications?

Dawaune A Conyers has the most, with 1 of Fair Isaac Corporation's pending office actions.

What technology area are Fair Isaac Corporation's patent applications in?

Mostly Computing & Software (USPTO Tech Center 2100), based on where its pending office actions are examined.

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