Prosecution Insights
Last updated: May 29, 2026

Teachers Insurance And Annuity Association Of America

6 pending office actions • 6 art units • 6 examiners • 0 of 6 (0%) have an AI response strategy ready • 7 patents granted in the last 365 days

Portfolio Summary

6
Total Pending OAs
3
Non-Final OAs
3
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.

2
Overdue
0
Due this week
4
Due this month
0
Due in next 60 days
0
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 (2)Due ≤ 30 days (4)

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 (33%)
4
Medium (67%)
0
Easy (0%)
0
Unknown (0%)

Rejection Statute Mix

BucketCases
§101 only2 (33%)
§103 only2 (33%)
§102 only2 (33%)

Industry Mix

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

0
Life Sciences
0% of docket
1
Information Tech
17% of docket
0
Communications
0% of docket
1
Semiconductors
17% of docket
4
Mechanical / Eng
67% 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.

60 h
Manual time on pending OAs
12 h
Time saved (low, 20%)
21 h
Time saved (mid, 35%)
0.5 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
FRANKLIN, JAMARA ALZAIDA 1 83.9% +6.6%
RUHL, DENNIS WILLIAM 1 26.2% +22.8%
YONO, RAVEN E 1 39.5% +33.2%
KING, DAVIDA LEE 1 33.3% +41.7%
UNG, LANNY N 1 71.3% +25.4%
SANTIAGO-MERCED, FRANCIS Z 1 28.7% +40.9%

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
19317938 DIGITAL WALLET APPLICATIONS SUPPORTING DECENTRALIZED WEB INTEGRATION FRANKLIN, JAMARA ALZAIDA 12d

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
18404070 GENERATIVE ARTIFICIAL INTELLIGENCE FOR LOANS YONO, RAVEN E 35d overdue
18764861 OPTIMIZING ENTERPRISE TECHNOLOGY ECOSYSTEMS USING ARTIFICIAL INTELLIGENCE TO ANALYZE DATA, PREDICT STABILITY, IDENTIFY DEPENDENCIES, AND GENERATE ACTIONABLE TASKS RUHL, DENNIS WILLIAM 12d
18243714 RECOMMENDATION SYSTEMS INTEGRATING EXTENDED REALITY TO GENERATE PERSONALIZED RECOMMENDATIONS SANTIAGO-MERCED, FRANCIS Z 29d

Interview Candidates (5)

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 5 ordered by deadline are shown.

App #TitleExaminerDue in
18404070 GENERATIVE ARTIFICIAL INTELLIGENCE FOR LOANS YONO, RAVEN E 35d overdue
18400778 Techniques for Preserving Memories and Experiences Through a Non-Fungible Token (NFT) Engine KING, DAVIDA LEE 3d overdue
18764861 OPTIMIZING ENTERPRISE TECHNOLOGY ECOSYSTEMS USING ARTIFICIAL INTELLIGENCE TO ANALYZE DATA, PREDICT STABILITY, IDENTIFY DEPENDENCIES, AND GENERATE ACTIONABLE TASKS RUHL, DENNIS WILLIAM 12d
18374913 OPERATING SYSTEM LIFECYCLE MANAGEMENT USING MACHINE LEARNING UNG, LANNY N 19d
18243714 RECOMMENDATION SYSTEMS INTEGRATING EXTENDED REALITY TO GENERATE PERSONALIZED RECOMMENDATIONS SANTIAGO-MERCED, FRANCIS Z 29d

Top Art Units

Art UnitApps
2876 1
3626 1
3694 1
3699 1
2197 1
3625 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19317938 DIGITAL WALLET APPLICATIONS SUPPORTING DECENTRALIZED WEB INTEGRATION FRANKLIN, JAMARA ALZAIDA 2876 §102 Non-Final OA 12d Pending Sep 03, 2025
18764861 OPTIMIZING ENTERPRISE TECHNOLOGY ECOSYSTEMS USING ARTIFICIAL INTELLIGENCE TO ANALYZE DATA, PREDICT STABILITY, IDENTIFY DEPENDENCIES, AND GENERATE ACTIONABLE TASKS RUHL, DENNIS WILLIAM 3626 §101 Final Rejection 12d Pending Jul 05, 2024
18404070 GENERATIVE ARTIFICIAL INTELLIGENCE FOR LOANS YONO, RAVEN E 3694 §101 Final Rejection 35d overdue Pending Jan 04, 2024
18400778 Techniques for Preserving Memories and Experiences Through a Non-Fungible Token (NFT) Engine KING, DAVIDA LEE 3699 §103 Final Rejection 3d overdue Pending Dec 29, 2023
18374913 OPERATING SYSTEM LIFECYCLE MANAGEMENT USING MACHINE LEARNING UNG, LANNY N 2197 §103 Non-Final OA 19d Pending Sep 29, 2023
18243714 RECOMMENDATION SYSTEMS INTEGRATING EXTENDED REALITY TO GENERATE PERSONALIZED RECOMMENDATIONS SANTIAGO-MERCED, FRANCIS Z 3625 §102 Non-Final OA 29d Pending Sep 08, 2023

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