Prosecution Insights
Last updated: October 25, 2026

Pierce Atwood LLP

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

68 pending office actions • 23 clients • 64 examiners • 49 art units • 0 of 68 (0%) have an AI response strategy ready

Analysis

Pierce Atwood LLP has 70 pending office actions in Transportation, E-Commerce & Mechanical Systems. Its prosecution record covers 1402 career applications, providing a substantial base for interpreting the firm’s current workload. The resolved allowance rate is 85.61%, indicating that most resolved matters in the recorded portfolio reached allowance.

The firm averages 3.22 office actions per allowance. That combination of an 85.61% resolved allowance rate and 3.22 actions per allowance suggests that successful prosecution commonly involves continued examination activity rather than immediate resolution. For a prospective client, the profile supports evaluating both the firm’s experience with a sizeable application portfolio and its approach to managing recurring office-action responses in mechanical and related technologies.

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

Quality Metrics (n=1402 apps, methodology: how we score firms)

85.6%
Allowance Rate
n=1402
+0.65σ
Allowance Rate (norm)
n=1402
3.2
OAs to Allowance
n=821
-0.43σ
OAs to Allow (norm)
n=821
1083 days
Time to Allowance
n=821
+10.8pp
Interview Lift
n=1402
25.1%
RCE Rate
n=1402
2.4%
Appeal Rate
n=1402

Rejection Performance (% of received rejections ultimately overcome)

77.7%
§101 Overcome
n=121
79.7%
§102 Overcome
n=310
81.4%
§103 Overcome
n=527
85.1%
§112 Overcome
n=429

Specialization & Scale

A61K, G01N, C12Q
Top CPC Subclasses
15%
Top-3 CPC Share
n=1402
13
Practitioners
n=1402
107.8
Apps / Practitioner
n=1402

Portfolio Summary

68
Total Pending OAs
40
Non-Final OAs
25
Final Rejections
3
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 16 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

4
Overdue
0
Due this week
7
Due this month
4
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. 16 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (4)Due ≤ 30 days (7)Due ≤ 60 days (4)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.

40
Hard (59%)
25
Medium (37%)
2
Easy (3%)
1
Unknown (1%)

Rejection Statute Mix

BucketCases
§101 only4 (6%)
§101 + other11 (16%)
§103 only23 (34%)
§102 only2 (3%)
§112 only2 (3%)
Multi-statute (no §101)25 (37%)
No statute on record1 (1%)

Industry Mix

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

12
Life Sciences
18% of docket
4
Information Tech
6% of docket
20
Communications
29% of docket
4
Semiconductors
6% of docket
28
Mechanical / Eng
41% 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.

680 h
Manual time on pending OAs
136 h
Time saved (low, 20%)
238 h
Time saved (mid, 35%)
5.9 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
BASS, DIRK R 3 62.4% +22.6%
KENIRY, HEATHER J 2 78.1% +16.7%
CESE, KENNY A 2 75.2% +11.0%
BORTOLI, JONATHAN 1 76.4% +40.2%
BROWN, ANTHONY D 1 85.5% +15.0%
VU, JIMMY T 1 86.3% +7.6%
HALIYUR, PADMA 1 86.7% +13.2%
GETACHEW, WODAJO 1 41.3% +39.1%
TOOHEY, RICHARD ORLANDO 1 81.9% +11.8%
GRAVES, TIMOTHY P 1 81.1% +15.2%

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
19285192 SECURITY MANAGEMENT ON A MOBILE DEVICE BROWN, ANTHONY D —
19239104 DETECTION AND ILLUMINATION OF DARK ZONES VIA COLLABORATIVE LIGHTING VU, JIMMY T —

Hard Cases (40)

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
18503478 SYSTEMS AND METHODS FOR AUXILIARY DISPLAY OF HEMODYNAMIC SIGNALS OR INDICATORS JIAN, SHIRLEY XUEYING 35d overdue
17778482 DIRECTED CHANGES IN ORGANISM POPULATIONS PENNINGTON, KATIE LEIGH 17d overdue
18663237 USER-SYSTEM DIALOG EXPANSION JACKSON, JAKIEDA R 5d overdue
18168691 SYSTEMS AND METHODS FOR PHONEME RECOGNITION SERROU, ABDELALI 4d overdue
18072863 SYSTEMS AND METHODS FOR OBJECT DETECTION AND PICK ORDER DETERMINATION KARWAN, SIHAR A 20d
19079599 FOOTWEAR OUTSOLE TRIEU, TIMOTHY K 29d
17793968 METHODS OF FUNCTIONALLY SCREENING BIOLOGICAL SEQUENCE FRAGMENTS SCHULTZHAUS, JANNA NICOLE 34d
18070830 WAKEWORD DETECTION USING A NEURAL NETWORK AGAHI, DARIOUSH 56d

Interview Candidates (13)

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
19396752 NANOPARTICLE-ENTRAINED MULTIFUNCTIONAL NANOSTRUCTURE-COATED MOBILE CARRIERS, AND SYSTEMS AND METHODS OF UTILIZING SAME TO TREAT CONTAMINATED WATER BASS, DIRK R —
19394162 NANOPARTICLE-ENTRAINED MULTIFUNCTIONAL NANOSTRUCTURE-COATED MOBILE CARRIERS, AND SYSTEMS AND METHODS OF UTILIZING SAME TO TREAT CONTAMINATED WATER BASS, DIRK R —
19390832 NANOPARTICLE-ENTRAINED MULTIFUNCTIONAL NANOSTRUCTURE-COATED MOBILE CARRIERS, AND SYSTEMS AND METHODS OF UTILIZING SAME TO TREAT CONTAMINATED WATER BASS, DIRK R —
19305992 BIODEGRADABLE ANALYTE DETECTION DEVICE BORTOLI, JONATHAN —
19285192 SECURITY MANAGEMENT ON A MOBILE DEVICE BROWN, ANTHONY D —
19188426 MANAGING REMOTE ACCESS TO IMAGE CAPTURE DEVICES HALIYUR, PADMA —
19180332 PRIVACY-PRESERVING AUTHENTICATION SYSTEM GETACHEW, WODAJO —
19114879 METHOD AND APPARATUS FOR DETERMINING ATTRIBUTES OF A SOURCE OF RADIATION TOOHEY, RICHARD ORLANDO —

Client Portfolio (23 clients)

Top Art Units

Art UnitApps
36576
36584
17793
26593
26552
26562
36562
26632
26572
37852

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19396752 NANOPARTICLE-ENTRAINED MULTIFUNCTIONAL NANOSTRUCTURE-COATED MOBILE CARRIERS, AND SYSTEMS AND METHODS OF UTILIZING SAME TO TREAT CONTAMINATED WATER Woodard & Curran, Inc. BASS, DIRK R 1779 §102§103§112 Non-Final OA — Pending Nov 21, 2025
19394162 NANOPARTICLE-ENTRAINED MULTIFUNCTIONAL NANOSTRUCTURE-COATED MOBILE CARRIERS, AND SYSTEMS AND METHODS OF UTILIZING SAME TO TREAT CONTAMINATED WATER Woodard & Curran, Inc. BASS, DIRK R 1779 §102§103§112 Non-Final OA — Pending Nov 19, 2025
19390832 NANOPARTICLE-ENTRAINED MULTIFUNCTIONAL NANOSTRUCTURE-COATED MOBILE CARRIERS, AND SYSTEMS AND METHODS OF UTILIZING SAME TO TREAT CONTAMINATED WATER Woodard & Curran, Inc. BASS, DIRK R 1779 §103 Non-Final OA — Pending Nov 17, 2025
19305992 BIODEGRADABLE ANALYTE DETECTION DEVICE Hoopsy Ltd. BORTOLI, JONATHAN 1797 §102§103§112 Final Rejection — Pending Aug 21, 2025
19285192 SECURITY MANAGEMENT ON A MOBILE DEVICE Simplisafe, Inc. BROWN, ANTHONY D 2408 §103 Non-Final OA — Pending Jul 30, 2025
19239104 DETECTION AND ILLUMINATION OF DARK ZONES VIA COLLABORATIVE LIGHTING Simplisafe, Inc. VU, JIMMY T 2845 §112 Non-Final OA — Pending Jun 16, 2025
19188426 MANAGING REMOTE ACCESS TO IMAGE CAPTURE DEVICES Simplisafe, Inc. HALIYUR, PADMA 2639 §102§103Other Non-Final OA — Pending Apr 24, 2025
19180332 PRIVACY-PRESERVING AUTHENTICATION SYSTEM Via Science, Inc. GETACHEW, WODAJO 3697 §101§103§112 Non-Final OA — Pending Apr 16, 2025
19114879 METHOD AND APPARATUS FOR DETERMINING ATTRIBUTES OF A SOURCE OF RADIATION UNIVERSITY OF LANCASTER TOOHEY, RICHARD ORLANDO 2884 §102§103§112 Non-Final OA — Pending Mar 25, 2025
19086243 ROBOTIC END EFFECTOR WITH TACTILE SENSING Boston Dynamics, Inc. GRAVES, TIMOTHY P 3657 §103§112 Non-Final OA — Pending Mar 21, 2025
19079599 FOOTWEAR OUTSOLE Amg-Asia Pte. Ltd. TRIEU, TIMOTHY K 3732 §102§103 Non-Final OA 29d Pending Mar 14, 2025
19069393 SENDING MEDIA COMMENTS USING A NATURAL LANGUAGE INTERFACE Amazon Technologies, Inc. SIDDO, IBRAHIM 2681 Other Non-Final OA — Pending Mar 04, 2025
19059515 SYSTEMS AND METHODS FOR MANAGING DIGITAL ENTITIES BLOCKCHAINS, INC. JAMSHIDI, GHODRAT 2431 §103Other Non-Final OA — Pending Feb 21, 2025
19040953 DYNAMIC MASS ESTIMATION METHODS FOR AN INTEGRATED MOBILE MANIPULATOR ROBOT Boston Dynamics, Inc. KENIRY, HEATHER J 3657 §103 Final Rejection — Pending Jan 30, 2025
19036913 METHODS AND APPARATUS FOR RECOMMENDING ESCALATION FOR A MECHANICAL CIRCULATORY SUPPORT DEVICE Abiomed, Inc. TIEDEMAN, JASON S 3683 §101§112 Final Rejection — Pending Jan 24, 2025
19033851 TEXT SUMMARIZATION TECHNIQUES Amazon Technologies, Inc. CASTILLO-TORRES, KEISHA Y 2659 §101§103 Non-Final OA — Pending Jan 22, 2025
18997337 SYSTEMS AND METHODS FOR VERIFIABLE APPROVAL BLOCKCHAINS, INC. TOLENTINO, RODERICK 2439 §101§102§103 Non-Final OA — Pending Jan 21, 2025
19017979 VIRTUAL CONVERSATIONAL COMPANION Amazon Technologies, Inc. KIM, JONATHAN C 2655 §101§102§103Other Non-Final OA — Pending Jan 13, 2025
19007775 CONFIGURING APPLICATIONS FOR NATURAL LANGUAGE PROCESSING Amazon Technologies, Inc. PATEL, YOGESHKUMAR G 2691 §103 Non-Final OA — Pending Jan 02, 2025
19006484 MOTOR FOR A MOBILE ROBOT Boston Dynamics, Inc. NGUYEN, VIET P 2834 §102§103 Non-Final OA — Pending Dec 31, 2024
18985185 WAKEWORD DETECTION USING A SECONDARY MICROPHONE Amazon Technologies, Inc. SHAH, PARAS D 2653 §102 Non-Final OA — Pending Dec 18, 2024
18985145 PROACTIVE SUPPLEMENTAL CONTENT OUTPUT Amazon Technologies, Inc. ZHANG, LESHUI 2695 §103Other Non-Final OA — Pending Dec 18, 2024
18975766 SYSTEMS AND METHODS FOR CALIBRATING ROBOT ACTUATORS USING IMAGE DATA Boston Dynamics, Inc. KENIRY, HEATHER J 3657 §103 Final Rejection — Pending Dec 10, 2024
18961655 CONTENT MODERATION FOR ARTIFICIAL INTELLIGENCE (AI) SYSTEMS Amazon Technologies, Inc. LEE, EUNICE SOMIN 2656 §103 Non-Final OA — Pending Nov 27, 2024
18938800 NONLINEAR TRAJECTORY OPTIMIZATION FOR ROBOTIC DEVICES Boston Dynamics, Inc. ABUELHAWA, MOHAMMED YOUSEF 3656 §103 Final Rejection 9d Pending Nov 06, 2024
18895662 BIOMETRIC DATA PROCESSING FOR A SECURITY SYSTEM Simplisafe, Inc. CESE, KENNY A 2663 §103 Non-Final OA — Pending Sep 25, 2024
18894912 BIOMETRIC DATA PROCESSING FOR A SECURITY SYSTEM Simplisafe, Inc. CESE, KENNY A 2663 §102§103§112 Non-Final OA — Pending Sep 24, 2024
18887462 VOICE CUSTOMIZATION FOR SYNTHETIC SPEECH GENERATION Amazon Technologies, Inc. SERRAGUARD, SEAN ERIN 2657 §102§103Other Final Rejection — Pending Sep 17, 2024
18823176 USER-CUSTOMIZED SYNTHETIC VOICE Amazon Technologies, Inc. PATEL, SHREYANS A 2659 §101 Final Rejection — Pending Sep 03, 2024
18813912 AUTOMATED WAREHOUSE ORDER PICKING Hummingbird Ip Holdco, LLC CUMBESS, YOLANDA RENEE 3651 §103 Non-Final OA — Pending Aug 23, 2024
18812211 METHODS AND APPARATUS FOR PREDICTING DECOUPLING DURING NON-CARDIAC MEDICAL PROCEDURES Abiomed, Inc. GANESAN, SUBA 3774 §103§112 Non-Final OA — Pending Aug 22, 2024
18838671 USE OF SUPEROXIDE DISMUTASE FOR THE TREATMENT AND/OR PREVENTION OF ALLERGIC ASTHMA Isocell S.A.S. JONES-FOSTER, ERICA NICOLE 1656 §101§102§103§112 Non-Final OA — Pending Aug 15, 2024
18805859 FACEMASK HEADGEAR FRAMES Sleepnet Corporation ELLABIB, MAAP AHMED 3785 §102§103 Non-Final OA — Pending Aug 15, 2024
18832206 MEASUREMENT SYSTEM Red Sensors Limited RODRIGUEZ, VICENTE M 3642 §102§103§112 Non-Final OA — Pending Jul 23, 2024
18779146 BINDER COMPOSITION AND METHOD COMPRISING MICROFIBRILLATED CELLULOSE AND RECYCLED CELLULOSIC MATERIALS Fiberlean Technologies Limited CALANDRA, ANTHONY J 1748 §103§112 Final Rejection — Pending Jul 22, 2024
18758024 METHODS AND APPARATUS FOR DETERMINING POSE AND SIZE OF OBJECTS USING THREE-DIMENSIONAL MACHINE LEARNING Boston Dynamics, Inc. LE, TIEN MINH 3656 §103 Final Rejection 49d Pending Jun 28, 2024
18754780 MESSAGING FROM A SHARED DEVICE Amazon Technologies, Inc. MANOHARAN, SHASHIDHAR SHANKAR 2655 §101§103 Final Rejection — Pending Jun 26, 2024
18679613 METHODS AND APPARATUS FOR OBJECT QUALITY DETECTION Boston Dynamics, Inc. GORDON, MATHEW FRANKLIN 3665 §102§103 Non-Final OA — Pending May 31, 2024
18663237 USER-SYSTEM DIALOG EXPANSION Amazon Technologies, Inc. JACKSON, JAKIEDA R 2657 §101 Non-Final OA 5d overdue Pending May 14, 2024
18643609 SYSTEMS AND METHODS FOR PROVIDING PERSONALIZED TARGETED NON-INVASIVE STIMULATION TO A BRAIN NETWORK Sinaptica Therapeutics, Inc. EDWARDS, PHILIP CHARLES 3792 §103 Final Rejection 14d Pending Apr 23, 2024
18415096 MODULAR POCKET SYSTEM Future Sound And Vision Ltd. MASSAD, ABE L 3634 §103 Final Rejection — Pending Jan 17, 2024
18408191 SYSTEM FOR THE DIRECTED EVOLUTION OF BIOMOLECULES IN MULTI-BODY COMPLEXES Massachusetts Institute Of Technology GROSS, CHRISTOPHER M 1684 §102§103§112 Non-Final OA — Pending Jan 09, 2024
18401970 VOICE TO VOICE NATURAL LANGUAGE UNDERSTANDING PROCESSING Amazon Technologies, Inc. HOQUE, NAFIZ E 2693 §103 Non-Final OA 9d Pending Jan 02, 2024
18545124 METHODS AND APPARATUS FOR LIDAR ALIGNMENT AND CALIBRATION Boston Dynamics, Inc. GO, RICKY 2857 §103 Final Rejection — Pending Dec 19, 2023
18545559 METHODS AND APPARATUS FOR REDUCING MULTIPATH ARTIFACTS FOR A CAMERA SYSTEM OF A MOBILE ROBOT Boston Dynamics, Inc. RHIM, WOO CHUL 2676 §103 Non-Final OA — Pending Dec 19, 2023
18545050 METHODS AND APPARATUS FOR AUTOMATED CEILING DETECTION Boston Dynamics, Inc. TANG, BRYANT 3658 §103 Final Rejection 75d Pending Dec 19, 2023
18541021 POWER MANAGEMENT FOR A ROBOTIC DEVICE Boston Dynamics, Inc. MANCHO, RONNIE M 3657 §102§103§112 Final Rejection — Pending Dec 15, 2023
18541239 ROBOTIC MANIPULATION OF OBJECTS Boston Dynamics, Inc. GAMMON, MATTHEW CHRISTOPHER 3657 §103 Final Rejection 9d Pending Dec 15, 2023
18533661 DIAGNOSIS OF BARTONELLA USING RECOMBINANT PROTEINS Id-Fish Technology, Inc. NGUYEN, NAM P 1678 §112 Non-Final OA — Pending Dec 08, 2023
18503478 SYSTEMS AND METHODS FOR AUXILIARY DISPLAY OF HEMODYNAMIC SIGNALS OR INDICATORS Abiomed, Inc. JIAN, SHIRLEY XUEYING 3792 §102§103 Non-Final OA 35d overdue Pending Nov 07, 2023

View all 68 →

Managing Pierce Atwood LLP's Patent Prosecution?

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

Start Free Trial

Frequently Asked Questions

What is Pierce Atwood LLP's patent allowance rate?

85.6% of resolved applications prosecuted by Pierce Atwood LLP were allowed, across 1,402 applications in USPTO records.

How many office actions does Pierce Atwood LLP average before allowance?

3.22 office actions per allowed application on average.

How many pending office actions does Pierce Atwood LLP have?

68 pending office actions as of October 2026, for 23 clients, before 64 examiners in 49 art units.

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