Prosecution Insights
Last updated: October 02, 2026

Twilio Inc.

Technology areas: Computing & Software • Networking & Security

43 pending office actions • 21 art units • 37 examiners • 0 of 43 (0%) have an AI response strategy ready • 38 patents granted in the last 365 days

Analysis

Twilio Inc. maintains a large portfolio with 41 pending office actions, primarily focused in the Networking & Security technology area. These actions are distributed across 37 distinct examiners, which indicates a very broad range of individual perspectives and examination styles. This extensive workload is spread across 21 distinct art units, reflecting the diverse technical sub-sectors and complex infrastructure underlying the company's networking innovations.

CHOI, YUK TING is identified as the busiest examiner, currently managing 2 pending office actions. This represents a very small fraction of the 41 pending office actions, as the vast majority of the 37 distinct examiners are handling only a single matter each. The high count of 21 distinct art units suggests that Twilio's patent strategy involves navigating a wide array of specialized technical groups. This requires a highly versatile approach to prosecution to manage the varied requirements of dozens of examiners and departments.

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

Portfolio Summary

43
Total Pending OAs
25
Non-Final OAs
17
Final Rejections
1
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 7 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

2
Overdue
1
Due this week
2
Due this month
2
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. 7 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (2)Due ≤ 7 days (1)Due ≤ 30 days (2)Due ≤ 60 days (2)

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.

20
Hard (47%)
19
Medium (44%)
3
Easy (7%)
1
Unknown (2%)

Rejection Statute Mix

BucketCases
§101 + other11 (26%)
§103 only14 (33%)
§102 only2 (5%)
§112 only1 (2%)
Double-patenting only2 (5%)
Double-patenting + other3 (7%)
Multi-statute (no §101)9 (21%)
No statute on record1 (2%)

Industry Mix

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

0
Life Sciences
0% of docket
19
Information Tech
44% of docket
4
Communications
9% of docket
0
Semiconductors
0% of docket
2
Mechanical / Eng
5% of docket
18
Business / Other
42% 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.

430 h
Manual time on pending OAs
86 h
Time saved (low, 20%)
150 h
Time saved (mid, 35%)
3.8 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
NANO, SARGON N 3 80.8% -1.4%
CHOI, YUK TING 2 71.5% +36.4%
WON, MICHAEL YOUNG 2 80.0% +28.5%
DU, ZONGHUA A 2 59.0% +42.1%
PULLIAS, JESSE SCOTT 2 82.6% +12.5%
JEAN GILLES, JUDE 1 92.8% +2.5%
BOUTAH, ALINA A 1 89.8% +9.3%
HAJ SAID, FADI 1 79.2% +19.7%
KIM, PAUL 1 73.0% +19.9%
DAVIS, ZACHARY A 1 53.4% +21.6%

Quick Wins (2)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18946271 SYSTEM AND METHOD FOR PROVIDING A MICRO-SERVICES COMMUNICATION PLATFORM WON, MICHAEL YOUNG 14d
19007077 SYSTEM AND METHOD FOR MULTI-CHANNEL GROUP COMMUNICATIONS NANO, SARGON N —

Hard Cases (20)

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
18933341 MULTI-CHANNEL MESSAGE EXCHANGE SYSTEM MITROS, ANNA MAE 3d overdue
18191359 GROUPING CONTACTS USING TIERED WAREHOUSE LEVELS BAKER, IRENE H 7d
17989291 SYSTEM AND METHOD FOR A MEDIA INTELLIGENCE PLATFORM LEE, PHILIP C 36d
19169538 PROGRAMMABLE DATA LAYER FOR GRAPHICAL USER INTERFACES CHOI, YUK TING —
19095837 OPTIMIZED MESSAGE ROUTING BY COMMUNICATION SERVICES PLATFORM JEAN GILLES, JUDE —
19095382 DYNAMICALLY DISTRIBUTING MESSAGING RESOURCES IN SOFTWARE AS A SERVICE MESSAGING PLATFORM BOUTAH, ALINA A —
19092686 DATA LOADING AND MANAGEMENT KIM, PAUL —
19084421 UPDATE COMPLIANCE INFORMATION WHILE IN PROVISIONAL STATE COUSINS, JOSEPH M —

Interview Candidates (11)

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 #TitleExaminerDue in
18946271 SYSTEM AND METHOD FOR PROVIDING A MICRO-SERVICES COMMUNICATION PLATFORM WON, MICHAEL YOUNG 14d
19169580 AN AGENT PRESENCE SERVICE FOR A CLOUD-BASED CUSTOMER INTERACTION SYSTEM CHOI, YUK TING —
19169538 PROGRAMMABLE DATA LAYER FOR GRAPHICAL USER INTERFACES CHOI, YUK TING —
19095483 ROLE-BASED ACCESS CONTROL SYSTEM FOR MANAGING ACCESS TO RESOURCES HAJ SAID, FADI —
19092686 DATA LOADING AND MANAGEMENT KIM, PAUL —
19089841 FRAMEWORK FOR AUTOMATED PENETRATION TESTING DAVIS, ZACHARY A —
19064568 TRANSFERRING MESSAGING CONVERSATIONS BETWEEN USER ACCOUNTS USING A SOFTWARE AS A SERVICE PLATFORM WON, MICHAEL YOUNG —
19000360 Programmable Voice Extension Framework DU, ZONGHUA A —

Top Art Units

Art UnitApps
2164 2
2152 2
2444 2
2196 2
2459 1
2447 1
2655 1
2455 1
2443 1
3689 1

Pending Office Actions

App #TitleExaminerArt UnitStatutesStatusDue inAIFiled
19169580 AN AGENT PRESENCE SERVICE FOR A CLOUD-BASED CUSTOMER INTERACTION SYSTEM CHOI, YUK TING 2164 §103 Final Rejection — Pending Apr 03, 2025
19169538 PROGRAMMABLE DATA LAYER FOR GRAPHICAL USER INTERFACES CHOI, YUK TING 2164 §101§102§103 Final Rejection — Pending Apr 03, 2025
19095837 OPTIMIZED MESSAGE ROUTING BY COMMUNICATION SERVICES PLATFORM JEAN GILLES, JUDE — §102§103Other Non-Final OA — Pending Mar 31, 2025
19095382 DYNAMICALLY DISTRIBUTING MESSAGING RESOURCES IN SOFTWARE AS A SERVICE MESSAGING PLATFORM BOUTAH, ALINA A — §103§112Other Non-Final OA — Pending Mar 31, 2025
19095483 ROLE-BASED ACCESS CONTROL SYSTEM FOR MANAGING ACCESS TO RESOURCES HAJ SAID, FADI — DP Non-Final OA — Pending Mar 31, 2025
19092686 DATA LOADING AND MANAGEMENT KIM, PAUL 2152 §101§103 Non-Final OA — Pending Mar 27, 2025
19089841 FRAMEWORK FOR AUTOMATED PENETRATION TESTING DAVIS, ZACHARY A — §102Other Non-Final OA — Pending Mar 25, 2025
19084421 UPDATE COMPLIANCE INFORMATION WHILE IN PROVISIONAL STATE COUSINS, JOSEPH M — §102§112 Non-Final OA — Pending Mar 19, 2025
19064568 TRANSFERRING MESSAGING CONVERSATIONS BETWEEN USER ACCOUNTS USING A SOFTWARE AS A SERVICE PLATFORM WON, MICHAEL YOUNG — §102§103 Non-Final OA — Pending Feb 26, 2025
19007077 SYSTEM AND METHOD FOR MULTI-CHANNEL GROUP COMMUNICATIONS NANO, SARGON N — §103DP Non-Final OA — Pending Dec 31, 2024
19007130 SYSTEM AND METHOD FOR MULTI-CHANNEL GROUP COMMUNICATIONS NANO, SARGON N — §103§112 Non-Final OA — Pending Dec 31, 2024
18999424 CUSTOMIZABLE CLOUD-BASED SOFTWARE PLATFORM NGUYEN, MINH CHAU 2459 DP Final Rejection — Pending Dec 23, 2024
19000261 SYSTEM AND METHOD FOR QUEUING A COMMUNICATION SESSION POPE, KHARYE — §103Other Non-Final OA — Pending Dec 23, 2024
19000360 Programmable Voice Extension Framework DU, ZONGHUA A 2444 §103 Final Rejection — Pending Dec 23, 2024
18990010 SYSTEM AND METHOD FOR PLATFORM-INTEGRATED CUSTOM APPLICATIONS NGUYEN, QUYNH H — §103DP Non-Final OA — Pending Dec 20, 2024
18977366 TRANSITION-DRIVEN TRANSCRIPT SEARCH PULLIAS, JESSE SCOTT — §101§102§103DP Non-Final OA — Pending Dec 11, 2024
18959161 SELECTING CHANNELS AND SENDERS FOR COMMUNICATION SERVICES PLATFORMS JOSHI, SURAJ M 2447 §112 Final Rejection — Pending Nov 25, 2024
18954452 INTELLIGENT INTERRUPTION HANDLING WONG, LINDA 2655 §101§102§103Other Non-Final OA — Pending Nov 20, 2024
18950963 ANOMALY DETECTION SYSTEM AND METHODS YE, ZI 2455 §103 Final Rejection — Pending Nov 18, 2024
18946271 SYSTEM AND METHOD FOR PROVIDING A MICRO-SERVICES COMMUNICATION PLATFORM WON, MICHAEL YOUNG 2443 §103 Final Rejection 14d Pending Nov 13, 2024
18933341 MULTI-CHANNEL MESSAGE EXCHANGE SYSTEM MITROS, ANNA MAE 3689 §101§103 Final Rejection 3d overdue Pending Oct 31, 2024
18922970 TRANSITION-DRIVEN TRANSCRIPT SEARCH PULLIAS, JESSE SCOTT — §101§102§103 Final Rejection — Pending Oct 22, 2024
18909011 SYSTEM AND METHOD FOR CONTEXTUAL COMMUNICATION OSMAN, RAMY M 2457 §103 Final Rejection 22d Pending Oct 08, 2024
18905595 TOOL FOR ANNOTATING AND REVIEWING AUDIO CONVERSATIONS HASHEM, LISA 2692 Other Non-Final OA — Pending Oct 03, 2024
18893865 SYSTEM AND METHOD FOR AUTOMATED MESSAGE DELIVERY PRIORITIZATION NANO, SARGON N — §101§112 Non-Final OA — Pending Sep 23, 2024
18889897 IDENTIFICATION AND PRESENTATION OF PHONE NUMBERS WITH GEOGRAPHICAL CONTEXT PHAM, KHANH B 2166 §103 Non-Final OA — Pending Sep 19, 2024
18885838 DUAL CHANNEL CONFERENCE RECORDINGS KATSIKIS, KOSTAS J 2453 §103 Final Rejection — Pending Sep 16, 2024
18812815 GENERATION AND MANAGEMENT OF FORMATTED CONTENT USING MACHINE LEARNING TECHNOLOGIES BLOOMQUIST, KEITH D — §102§103 Non-Final OA — Pending Aug 22, 2024
18781887 SYSTEM AND METHOD FOR SIGNALING THROUGH DATA STORAGE UNG, LANNY N — §103 Non-Final OA — Pending Jul 23, 2024
18667755 REAL-TIME COMPUTATIONAL KERNEL DO, CHAT C — §101§102§103§112 Non-Final OA — Pending May 17, 2024
18667651 MODIFYING SOFTWARE MODULES USING A DECLARATIVE APPLICATION PROGRAMMING INTERFACE LU, KEVIN X — §103§112 Non-Final OA — Pending May 17, 2024
18658473 SYSTEM AND METHOD FOR MANAGING CONCURRENT EVENTS CAO, DIEM K 2196 §102DP Non-Final OA — Pending May 08, 2024
18626612 PREDICTING USER INTERACTION WITH COMMUNICATIONS EISNER, RONALD 2644 §103 Non-Final OA — Pending Apr 04, 2024
18441140 EFFICIENT FEATURE MERGING AND AGGREGATION FOR PREDICTIVE TRAITS BRAHMACHARI, MANDRITA — §101§103 Non-Final OA — Pending Feb 14, 2024
18400934 GENERATION AND MANAGEMENT OF COMMUNICATION WORKFLOWS USING PROFILE STATE CONSISTENCY APPROACH KIM, SISLEY NAHYUN 2196 §102 Final Rejection — Pending Dec 29, 2023
18400924 GENERATION AND MANAGEMENT OF COMMUNICATION WORKFLOWS USING EVEN FILTER ZIMMERMAN, JEFFREY P 3628 §101§102§103 Final Rejection — Pending Dec 29, 2023
18510982 INTELLIGENT ANOMALY DETECTION AND RECOMMENDATION SYSTEMS MOISE, EMMANUEL LIONEL 2400 §101§103 Final Rejection — Pending Nov 16, 2023
18198657 PROGRAMMABLE CONNECTORS FOR ACCESSING PROFILE DATA ALLEN, BRITTANY N 2169 §103 Final Rejection — Pending May 17, 2023
18191323 SYSTEM AND METHOD FOR MONITORING ACCOUNT USAGE ON A PLATFORM KELLEY, STEVEN SHAUN 2646 §103 Non-Final OA 34d Pending Mar 28, 2023
18191359 GROUPING CONTACTS USING TIERED WAREHOUSE LEVELS BAKER, IRENE H 2152 §103§112 Non-Final OA 7d Pending Mar 28, 2023
17989291 SYSTEM AND METHOD FOR A MEDIA INTELLIGENCE PLATFORM LEE, PHILIP C 2454 §102§103 Final Rejection 36d Pending Nov 17, 2022
17305049 SYSTEM AND METHOD FOR ENABLING REAL-TIME EVENTING RECEK, JASON D 2458 §103 Non-Final OA 45d overdue Pending Jun 29, 2021
16985624 Programmable Voice Extension Framework DU, ZONGHUA A 2444 §103 Final Rejection — Pending Aug 05, 2020

Managing Twilio Inc.'s Patent Portfolio?

IP Author helps IP teams respond to office actions faster with AI-generated responses, examiner analytics, and prosecution intelligence.

Start Free Trial

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month