Prosecution Insights
Last updated: October 25, 2026

Smart & Biggar LP

Technology areas: Biotechnology & Pharmaceuticals • Transportation, E-Commerce & Mechanical Systems • Medical Devices & Mechanical Engineering

210 pending office actions • 109 clients • 193 examiners • 137 art units • 0 of 210 (0%) have an AI response strategy ready

Analysis

SMART & BIGGAR LP has 211 pending office actions in Biotechnology & Pharmaceuticals. Its record includes 13155 career applications, an 80.99% resolved allowance rate, and an average of 3.23 office actions per allowance. These measures describe a substantial prosecution record alongside a significant current docket.

The resolved allowance rate provides the historical outcome context, and the office-action average indicates that allowance generally follows multiple examination exchanges. For portfolio management, the pending-action figure supports workload prioritization, while the historical measures can inform expectations without replacing matter-specific review.

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

Quality Metrics (n=13155 apps, methodology: how we score firms)

81.0%
Allowance Rate
n=13155
+0.54σ
Allowance Rate (norm)
n=13155
3.2
OAs to Allowance
n=6986
-0.18σ
OAs to Allow (norm)
n=6986
1043 days
Time to Allowance
n=6986
+13.4pp
Interview Lift
n=13155
25.2%
RCE Rate
n=13155
1.8%
Appeal Rate
n=13155

Rejection Performance (% of received rejections ultimately overcome)

73.2%
§101 Overcome
n=1094
76.9%
§102 Overcome
n=3175
77.3%
§103 Overcome
n=5025
80.5%
§112 Overcome
n=3491

Specialization & Scale

G06F, A61K, A47L
Top CPC Subclasses
12%
Top-3 CPC Share
n=13155
44
Practitioners
n=13155
299.0
Apps / Practitioner
n=13155

Portfolio Summary

210
Total Pending OAs
117
Non-Final OAs
81
Final Rejections
12
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 75 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

36
Overdue
3
Due this week
18
Due this month
13
Due in next 60 days
5
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. 75 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (36)Due ≤ 7 days (3)Due ≤ 30 days (18)Due ≤ 60 days (13)Due later (5)

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.

123
Hard (59%)
72
Medium (34%)
13
Easy (6%)
2
Unknown (1%)

Rejection Statute Mix

BucketCases
§101 only13 (6%)
§101 + other27 (13%)
§103 only60 (29%)
§102 only2 (1%)
§112 only11 (5%)
Double-patenting only2 (1%)
Double-patenting + other10 (5%)
Multi-statute (no §101)83 (40%)
No statute on record2 (1%)

Industry Mix

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

64
Life Sciences
30% of docket
35
Information Tech
17% of docket
9
Communications
4% of docket
11
Semiconductors
5% of docket
86
Mechanical / Eng
41% of docket
5
Business / Other
2% 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.

2,100 h
Manual time on pending OAs
420 h
Time saved (low, 20%)
735 h
Time saved (mid, 35%)
18.4 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
MULLER, BRYAN R 5 43.7% +31.0%
FULL, SIDNEY DANIELLE 4 69.8% +67.2%
SMITH-STEWART, DEMETRA R 2 89.8% +7.8%
SOTO, CHRISTOPHER ASHLEY 2 53.4% +25.5%
DAVIES, SAMUEL ALLEN 2 37.7% +30.1%
ADDIE, RAYMOND W 2 81.1% +8.6%
SUN, CAITLYN MINGYUN 2 63.7% +11.8%
RODGERS, THOMAS RAYMOND 2 58.7% +59.3%
SCHUBERG, LAURA J 2 23.6% +37.0%
MCFARLAND, TYLER JAMES 2 44.0% +33.8%

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
18235499 METHODS AND SYSTEMS FOR MANAGING OUTPUT DEVICES IN A VEHICLE BASED ON PROXEMIC RISK SMITH-STEWART, DEMETRA R 7d
18872586 PAVING APPARATUS, SYSTEM AND METHOD ADDIE, RAYMOND W —

Hard Cases (125)

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
18088465 HEIGHT POSITIONING AND ADJUSTMENT SYSTEM FOR AN AGRICULTURAL IMPLEMENT COY, NICOLE A 196d overdue
18683559 FLUORINE-FREE SUPERHYDROPHOBIC SURFACES, METHODS OF MAKING AND USES THEREOF NELSON, MICHAEL B 162d overdue
17923118 MOLECULAR TRANSPORT FOR VIRAL AGENTS KINSEY WHITE, NICOLE ERIN 100d overdue
18103863 SYSTEM AND METHOD FOR RECOMMENDING POTENTIAL CAREERS OR CAREER PATHS NOVAK, REBECCA R 78d overdue
18070263 SKATE OR OTHER FOOTWEAR MALIK, VIPUL 78d overdue
17203234 SYSTEMS AND METHODS FOR PROVIDING EXTENSIBLE ELECTRONIC LEARNING SYSTEMS O'SHEA, BRENDAN S 66d overdue
18954417 SYSTEMS, DEVICES AND METHODS FOR MANAGING A HERD OF LIVESTOCK NAJARIAN, LENA 56d overdue
18213568 RESPIRATOR STUART, COLIN W 49d overdue

Interview Candidates (21)

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
18026043 ELECTROCHEMICAL BIOSENSOR FOR TARGET ANALYTE DETECTION SUN, CAITLYN MINGYUN 150d overdue
19317706 HAND VACUUM CLEANER MULLER, BRYAN R 52d overdue
18983253 RING CUTTER FOR SAFELY TRANSECTING A RING TRAPPED ON AN APPENDAGE DAVIES, SAMUEL ALLEN 30d overdue
18537423 SURFACE CLEANING APPARATUS MULLER, BRYAN R 34d
18555332 MEDIA AND METHODS FOR GROWING MAMMARY ORGANOIDS SCHUBERG, LAURA J 40d
18012743 SELF-ASSEMBLED CELL SHEET CONSTRUCTS AND METHODS OF MAKING THEREOF SCHUBERG, LAURA J 56d
19265232 SURFACE CLEANING APPARATUS SOTO, CHRISTOPHER ASHLEY —
19201705 HAND VACUUM CLEANER FULL, SIDNEY DANIELLE —

Client Portfolio (109 clients)

View all 109 →

Top Art Units

Art UnitApps
372325
37244
16754
16323
36293
37913
36612
21612
36362
36242

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19317706 HAND VACUUM CLEANER Omachron Intellectual Property Inc. MULLER, BRYAN R 3723 §103 Non-Final OA 52d overdue Pending Sep 03, 2025
19314394 SYSTEMS, METHODS, AND COMPUTER READABLE MEDIA FOR VESSEL RENDEZVOUS DETECTION AND PREDICTION Global Spatial Technology Solutions Inc. SMITH-STEWART, DEMETRA R 3661 §101 Non-Final OA — Pending Aug 29, 2025
19309199 SYSTEM AND METHOD FOR IDENTIFYING VEHICLES FOR A PURCHASER FROM VEHICLE INVENTORIES Mobials Inc. DAVISON, KATHLEEN GAGE 3688 §101§102 Non-Final OA — Pending Aug 25, 2025
19301494 WASHABLE INCONTINENCE UNDERGARMENT Sleaks Ip Corporation WRUBLESKI, MATTHEW JAMES 3781 §103 Final Rejection 8d overdue Pending Aug 15, 2025
19298731 INHIBITION OF PLANT PROTEASE AED3-1 FOR IMPROVED HETEROLOGOUS PROTEIN PRODUCTION Plantform Corporation SHEN, YANXIN NMN 1663 §103§112 Non-Final OA — Pending Aug 13, 2025
19290961 SYSTEMS, METHODS, AND COMPUTER-READABLE MEDIA FOR OPERATING A PERSONA-DRIVEN INTELLIGENCE PLATFORM Accessfuel, Inc. VU, BAI DUC 2163 §101§112 Non-Final OA — Pending Aug 05, 2025
19275123 METHODS AND SYSTEMS FOR EXPLAINABLE TEMPLATE RETRIEVAL FOR OPTIMIZATION MODELING Huawei Cloud Computing Technologies Co., Ltd. GANGER, LAUREN ZANNAH 2156 §102§103 Non-Final OA — Pending Jul 21, 2025
19265232 SURFACE CLEANING APPARATUS Omachron Intellectual Property Inc. SOTO, CHRISTOPHER ASHLEY 3723 §103§112 Non-Final OA — Pending Jul 10, 2025
19260909 METHODS AND SYSTEMS FOR DETECTION OF ANOMALOUS MOTION IN A VIDEO STREAM AND FOR CREATING A VIDEO SUMMARY Genetec Inc. TEKLE, DANIEL T 2481 §102§103Other Non-Final OA — Pending Jul 07, 2025
19259145 SYSTEMS AND METHODS FOR FINANCIAL RISK ASSESSMENT AND DIGITAL SECURITY ENHANCEMENT Closerly Inc. GREGG, MARY M 3695 §101§103 Non-Final OA — Pending Jul 03, 2025
19220274 LIGHT SOURCE Omachron Intellectual Property Inc. KRYUKOVA, ERIN 2875 §102§103§112 Non-Final OA — Pending May 28, 2025
19205331 SYSTEMS, METHODS, AND COMPUTER-READABLE MEDIA FOR MANAGING AN EXTRACT, TRANSFORM, AND LOAD PROCESS Nom Nom AI Inc. LE, HUNG D 2161 §102§103§112 Final Rejection 36d Pending May 12, 2025
19201705 HAND VACUUM CLEANER Omachron Intellectual Property Inc. FULL, SIDNEY DANIELLE 3723 §112DP Non-Final OA — Pending May 07, 2025
19194293 IMAGE GENERATION BASED ON TRACKED 3D SCANNING Shopify Inc. RICHER, AARON M 2617 DP Non-Final OA — Pending Apr 30, 2025
19174609 METHODS AND SYSTEMS FOR MODEL GENERATION AND INSTANTIATION OF OPTIMIZATION MODELS FROM MARKUP DOCUMENTS Huawei Cloud Computing Technologies Co., Ltd. RILEY, MARCUS T 2654 §101 Non-Final OA — Pending Apr 09, 2025
19173265 METHODS, DEVICES, AND MEDIA FOR MANAGING A VIRTUAL WORKSPACE Huawei Technologies Co., Ltd. SCHNIREL, ANDREW B 2625 §103 Non-Final OA 61d Pending Apr 08, 2025
19083573 DISPOSABLE BAGS WITH INTEGRAL TIE STRIPS Galactica Technologies Ltd. BATTISTI, DEREK J §102§103 Non-Final OA — Pending Mar 19, 2025
19075055 SYSTEMS AND METHODS FOR PROVIDING A MEDICAL TESTING RECOMMENDATION Spectrum Medical Diagnostics, Inc. LI, SUN M 3685 §101 Non-Final OA — Pending Mar 10, 2025
19072435 SYSTEMS AND METHODS OF THREE-DIMENSIONAL IMAGING USING A TWO-DIMENSIONAL SENSOR Huron Technologies International Inc. GE, JIN 2619 §102§103 Non-Final OA — Pending Mar 06, 2025
19063518 WALL RACK WITH PREFABRICATED BRACKETS AND SUPPORT FRAME 2840629 Ontario Inc. KRYCINSKI, STANTON L 3631 §112 Non-Final OA — Pending Feb 26, 2025
19064139 SYSTEM AND METHOD FOR ROUTING A SERIAL DIGITAL INTERFACE (SDI) SIGNAL Evertz Microsystems Ltd. CADORNA, CHRISTOPHER PALACA §103 Non-Final OA — Pending Feb 26, 2025
19049655 METHODS AND SYSTEMS FOR GAZE TRACKING USING ONE CORNEAL REFLECTION Huawei Technologies Co., Ltd. SAINI, AMANDEEP SINGH 2662 §102§103 Non-Final OA — Pending Feb 10, 2025
19035163 KNOCK-DOWN FURNITURE Sofaweb.Com Inc. BRINDLEY, TIMOTHY J 3636 §103§112 Non-Final OA — Pending Jan 23, 2025
19032526 SYSTEMS, METHODS AND APPARATUS FOR THE AUTOMATED CULTURE OF CELLS STEMCELL Technologies Canada Inc. NASHER, AHMED ABDULLALIM-M 2675 §103DP Non-Final OA — Pending Jan 21, 2025
19028962 SYSTEM AND METHOD FOR PLANNING WITH ARTIFICIAL INTELLIGENCE Musyfy Inc. BYRD, UCHE SOWANDE 3624 §101§103 Final Rejection 2d overdue Pending Jan 17, 2025
19024200 PALLET AND PALLET FORMING SYSTEM AND METHOD Afa Systems Ltd. AYRES, TIMOTHY MICHAEL 3637 §102 Non-Final OA — Pending Jan 16, 2025
18994279 PHARMACY-TRANSACTION APPARATUSES AND RELATED METHODS Mega Pharm Limited ST CYR, DANIEL 2876 §103 Final Rejection — Pending Jan 14, 2025
19013901 ARMREST WITH INTEGRATED EFFECT DELIVERY SYSTEM Simex Entertainment Inc. WHITE, RODNEY BARNETT 3636 §103 Non-Final OA — Pending Jan 08, 2025
19000861 SURFACE CLEANING APPARATUS Omachron Intellectual Property Inc. HORTON, ANDREW ALAN 3723 §102§103§112 Non-Final OA — Pending Dec 24, 2024
18877804 INTERACTIVE VIDEO BROCHURE SYSTEM AND METHOD Imaging Excellence 2.0 Inc. POUNCIL, DARNELL A 3622 §103 Final Rejection 43d overdue Pending Dec 20, 2024
18982594 Systems and Methods for Providing a Recommendation for a Product Design Within a Collaborative System Colab AI Inc. CRANDALL, RICHARD W. 3619 §101§103 Final Rejection 46d Pending Dec 16, 2024
18983198 RING CUTTER FOR SAFELY TRANSECTING A RING TRAPPED ON AN APPENDAGE Ring Rescue Inc. DAVIES, SAMUEL ALLEN 3724 §103§112Other Non-Final OA — Pending Dec 16, 2024
18983253 RING CUTTER FOR SAFELY TRANSECTING A RING TRAPPED ON AN APPENDAGE Ring Rescue Inc. DAVIES, SAMUEL ALLEN 3724 §103 Non-Final OA 30d overdue Pending Dec 16, 2024
18872586 PAVING APPARATUS, SYSTEM AND METHOD Europa Landscaping Limited ADDIE, RAYMOND W §103 Non-Final OA — Pending Dec 06, 2024
18971878 SYSTEMS AND METHODS FOR CONTROLLING CHARGING OF AN ELECTRIC VEHICLE Solv4X Inc. POUDEL, SANTOSH RAJ 2115 §101§103 Non-Final OA — Pending Dec 06, 2024
18954677 SURFCE CLEANING APPARATUS Omachron Intellectual Property Inc. MULLER, BRYAN R 3723 §102§112 Non-Final OA — Pending Nov 21, 2024
18955460 SHELF ANGLE SUPPORT ASSEMBLY AND METHOD Fero Corporation BARLOW, ADAM G 3633 §102§103 Non-Final OA — Pending Nov 21, 2024
18954417 SYSTEMS, DEVICES AND METHODS FOR MANAGING A HERD OF LIVESTOCK Cattleytics Inc. NAJARIAN, LENA 3687 §101§102§103§112 Final Rejection 56d overdue Pending Nov 20, 2024
18942934 METHODS AND DEVICES FOR QUERY SPLITTING BASED ON DEVICE DISPLAY DIMENSIONS Shopify Inc. ZHAO, YU 2169 §103 Non-Final OA — Pending Nov 11, 2024
18939625 BLADE ASSEMBLY FOR CUTTING FOOD Mccain Foods Limited ALIE, GHASSEM 3724 §103§112 Final Rejection — Pending Nov 07, 2024
18935755 TRAWL NET SYSTEM AND SEGMENT Katchi Technologies Incorporated BYUN, HAE RIE JESSICA 3643 §102§103 Final Rejection — Pending Nov 04, 2024
18933449 TIMELINE USER INTERFACE Huawei Technologies Co., Ltd. SHIBEROU, MAHELET 2171 §101§103 Non-Final OA — Pending Oct 31, 2024
18926877 IN-LINE TRAFFIC SANITIZATION DEVICE AND METHOD FOR CONFIGURING SAME Genetec Inc. SALL, EL HADJI MALICK 2457 §103 Non-Final OA — Pending Oct 25, 2024
18926472 METHOD AND APPARATUS FOR NETWORK CODING-BASED HARQ IN MULTIPLE MIMO LAYERS Huawei Technologies Co., Ltd. HARLEY, JASON A 2468 §103 Non-Final OA — Pending Oct 25, 2024
18924564 SCALABLE FABRICATION OF A SELF-ASSEMBLED CELL SHEET AND USES THEREOF Mcmaster University REGLAS, GILLIAN CHELSEA 1632 §103Other Non-Final OA 21d Pending Oct 23, 2024
18858510 VETERINARY VACCINES AND METHODS FOR THE TREATMENT OF PASTEURELLA MULTOCIDA INFECTIONS IN FOOD PRODUCTION ANIMALS Engineered Antigens Inc. OGUNBIYI, OLUWATOSIN A 1645 §101§102§103§112Other Non-Final OA — Pending Oct 21, 2024
18921709 METHOD AND APPARATUS FOR PRODUCING FILAMENT ARRAY Bc Machining Technologies Inc. SOTO, HENRIX 3654 §102§103§112 Non-Final OA — Pending Oct 21, 2024
18906629 SYSTEMS AND METHODS FOR MOBILE POINT-OF-SALE TRANSACTIONS Shopify Inc. WILDER, ANDREW H 3627 §103 Final Rejection — Pending Oct 04, 2024
18904153 METHODS AND SYSTEMS FOR DESIGN AND PRODUCTION OF CUSTOMIZED WEARABLE EQUIPMENT BAUER HOCKEY LLC ANYA, CHARLES E 2194 §103 Non-Final OA — Pending Oct 02, 2024
18901943 HYALURONIC ACID HYDROGELS AND METHODS THEREOF The Governing Council of the University of Toronto KWON, JOHN SEUNGJAI 1615 §102§103 Non-Final OA — Pending Sep 30, 2024

View all 210 →

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Frequently Asked Questions

What is Smart & Biggar LP's patent allowance rate?

81.0% of resolved applications prosecuted by Smart & Biggar LP were allowed, across 13,155 applications in USPTO records.

How many office actions does Smart & Biggar LP average before allowance?

3.23 office actions per allowed application on average.

How many pending office actions does Smart & Biggar LP have?

210 pending office actions as of October 2026, for 109 clients, before 193 examiners in 137 art units.

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