Prosecution Insights
Last updated: August 06, 2026

Hanley, Flight And Zimmerman, LLC

87 pending office actions • 1 client • 85 examiners • 56 art units • 39 of 87 (45%) have an AI response strategy ready

Quality Metrics (n=8319 apps, methodology: how we score firms)

88.7%
Allowance Rate
n=8319
+0.50σ
Allowance Rate (norm)
n=8319
3.4
OAs to Allowance
n=5590
-0.09σ
OAs to Allow (norm)
n=5590
1052 days
Time to Allowance
n=5590
+1.5pp
Interview Lift
n=8319
30.6%
RCE Rate
n=8319
1.8%
Appeal Rate
n=8319

Rejection Performance (% of received rejections ultimately overcome)

75.8%
§101 Overcome
n=1234
79.8%
§102 Overcome
n=2803
78.7%
§103 Overcome
n=4186
80.6%
§112 Overcome
n=2347

Specialization & Scale

G06F, H04L, G06N
Top CPC Subclasses
21%
Top-3 CPC Share
n=8319
18
Practitioners
n=8319
462.2
Apps / Practitioner
n=8319

Portfolio Summary

87
Total Pending OAs
51
Non-Final OAs
30
Final Rejections
6
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 37 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

19
Overdue
0
Due this week
10
Due this month
2
Due in next 60 days
6
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. 37 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (19)Due ≤ 30 days (10)Due ≤ 60 days (2)Due later (6)

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.

41
Hard (47%)
42
Medium (48%)
3
Easy (3%)
1
Unknown (1%)

Rejection Statute Mix

BucketCases
§101 only4 (5%)
§101 + other12 (14%)
§103 only36 (41%)
§102 only3 (3%)
§112 only3 (3%)
Double-patenting + other3 (3%)
Multi-statute (no §101)25 (29%)
No statute on record1 (1%)

Industry Mix

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

1
Life Sciences
1% of docket
36
Information Tech
41% of docket
12
Communications
14% of docket
17
Semiconductors
20% of docket
2
Mechanical / Eng
2% of docket
19
Business / Other
22% 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.

870 h
Manual time on pending OAs
174 h
Time saved (low, 20%)
304 h
Time saved (mid, 35%)
7.6 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
RICHER, AARON M 2 51.8% +20.9%
HEADLY, MELISSA A 2 75.1% +40.1%
KHAN, USMAN A 1 74.9% +11.9%
ALI, AFAQ 1 89.3% +11.7%
YANG, NIEN 1 73.0% +28.1%
KOETH, MICHELLE M 1 77.3% +16.4%
TORRES-DIAZ, LIZBETH 1 80.3% +31.3%
GOODWIN, SCHQUITA D 1 67.0% +14.4%
CHIN, RICKY 1 68.1% +21.9%
CASCA, FRED A 1 84.7% +13.4%

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
18933498 UNIFYING INTERFACE FOR CLOUD CONTENT SHARING SERVICES TORRES-DIAZ, LIZBETH 84d
18793322 TECHNOLOGIES FOR RADIO EQUIPMENT CYBERSECURITY AND MULTIRADIO INTERFACE TESTING CASCA, FRED A

Hard Cases (41)

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
17853239 METHODS AND APPARATUS TO REMOVE DUST WITH A REVERSE FAN PULSE AL-TAWEEL, MUAAMAR QAHTAN 121d overdue
17131462 METHODS AND APPARATUS TO VERIFY TRAINED MODELS IN AN EDGE ENVIRONMENT NGUYEN, TRI T 52d overdue
18147487 METHODS AND APPARATUS TO PREVENT OVER-ETCH IN SEMICONDUCTOR PACKAGES LINDSEY, COLE LEON 32d overdue
18200998 GENERATING GAZE CORRECTED IMAGES USING BIDIRECTIONALLY TRAINED NETWORK BALI, VIKKRAM 17d overdue
18333750 VIRTUAL EXTENSION TO GLOBAL ADDRESS SPACE AND SYSTEM SECURITY GU, SHAWN X 11d overdue
18005804 METHODS AND APPARATUS TO DYNAMICALLY NORMALIZE DATA IN NEURAL NETWORKS GORMLEY, AARON PATRICK 10d overdue
18148317 METHODS AND APPARATUS FOR AUTO TUNING COOLING OF COMPUTE DEVICES BASED ON WORKLOADS CAO, CHUN 5d overdue
18313994 TELEMETRY SYSTEMS FOR MONITORING COOLING OF COMPUTE COMPONENTS AND RELATED APPARATUS AND METHODS CORTES, HOWARD 2d overdue

Interview Candidates (12)

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
17560231 METHODS AND APPARATUS FOR NETWORK INTERFACE DEVICE-BASED EDGE COMPUTING HEADLY, MELISSA A 118d overdue
19003253 SELECTIVE PACKING OF PATCHES FOR IMMERSIVE VIDEO YANG, NIEN 8d overdue
18933498 UNIFYING INTERFACE FOR CLOUD CONTENT SHARING SERVICES TORRES-DIAZ, LIZBETH 84d
19130113 METHODS AND APPARATUS FOR AUTOFOCUS FOR IMAGE CAPTURE SYSTEMS KHAN, USMAN A
19041567 SYSTEMS, METHODS, AND APPARATUS FOR MESH ATTESTATION VERIFICATION ALI, AFAQ
18863557 METHODS AND APPARATUS FOR SMALL OBJECT DETECTION IN IMAGES AND VIDEOS KOETH, MICHELLE M
18827048 ACCESSING SERVICE OF INTERNET OF THINGS GOODWIN, SCHQUITA D
18821498 VIDEO SURVEILLANCE WITH NEURAL NETWORKS CHIN, RICKY

Client Portfolio (1 client)

Client (Assignee)Pending OAs
Intel 87

Top Art Units

Art UnitApps
21483
26682
26172
21762
28352
21972
28572
28122
21962
21222

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19130113 METHODS AND APPARATUS FOR AUTOFOCUS FOR IMAGE CAPTURE SYSTEMS Intel Corporation KHAN, USMAN A 2637 §102 Non-Final OA Pending May 14, 2025
19041567 SYSTEMS, METHODS, AND APPARATUS FOR MESH ATTESTATION VERIFICATION Intel Corporation ALI, AFAQ 2438 §101§103§112 Non-Final OA Pending Jan 30, 2025
19003253 SELECTIVE PACKING OF PATCHES FOR IMMERSIVE VIDEO Intel Corporation YANG, NIEN 2484 §103 Final Rejection 8d overdue AI Ready Dec 27, 2024
18863557 METHODS AND APPARATUS FOR SMALL OBJECT DETECTION IN IMAGES AND VIDEOS Intel Corporation KOETH, MICHELLE M 2668 §103 Non-Final OA Pending Nov 06, 2024
18933498 UNIFYING INTERFACE FOR CLOUD CONTENT SHARING SERVICES Intel Corporation TORRES-DIAZ, LIZBETH 2408 §102DP Non-Final OA 84d Pending Oct 31, 2024
18827048 ACCESSING SERVICE OF INTERNET OF THINGS Intel Corporation GOODWIN, SCHQUITA D §103Other Non-Final OA Pending Sep 06, 2024
18821498 VIDEO SURVEILLANCE WITH NEURAL NETWORKS Movidius Ltd. CHIN, RICKY 2424 §102§103Other Non-Final OA Pending Aug 30, 2024
18793322 TECHNOLOGIES FOR RADIO EQUIPMENT CYBERSECURITY AND MULTIRADIO INTERFACE TESTING Intel Corporation CASCA, FRED A §103 Non-Final OA Pending Aug 02, 2024
18766108 SYSTEMS AND METHODS FOR TONE MAPPING OF HIGH DYNAMIC RANGE IMAGES FOR HIGH-QUALITY DEEP LEARNING BASED PROCESSING Intel Corporation TRAN, PHUOC 2668 §103 Final Rejection 46d Pending Jul 08, 2024
18759347 HEMISPHERE CUBE MAP PROJECTION FORMAT IN IMAGING ENVIRONMENTS Intel Corporation RICHER, AARON M 2617 §112DP Non-Final OA Pending Jun 28, 2024
18659807 METHODS AND APPARATUS TO DYNAMICALLY CONFIGURE OVERCLOCKING FREQUENCY Intel Corporation MYERS, PAUL R 2176 §103 Non-Final OA Pending May 09, 2024
18634115 DEEP LEARNING-BASED REAL-TIME DETECTION AND CORRECTION OF COMPROMISED SENSORS IN AUTONOMOUS MACHINES Intel Corporation CHOU, SHIEN MING §103§112 Non-Final OA Pending Apr 12, 2024
18573973 METHODS AND APPARATUS TO PERFORM PARALLEL DOUBLE-BATCHED SELF-DISTILLATION IN RESOURCE-CONSTRAINED IMAGE RECOGNITION APPLICATIONS Intel Corporation FATIMA, UROOJ 2676 §103 Non-Final OA Pending Dec 22, 2023
18572672 METHODS AND APPARATUS TO IMPROVE SLEEP STATE DEMOTION WITH A HARDWARE POWER MONITOR Intel Corporation BAE, JI H 2176 §112 Non-Final OA 70d AI Ready Dec 20, 2023
18571616 APPARATUS, METHOD, DEVICE AND MEDIUM FOR LOSS BALANCING IN MULTI-TASK LEARNING Intel Corporation TSAI, JAMES T §101§103 Non-Final OA Pending Dec 18, 2023
18569570 METHODS AND APPARATUS FOR TILE-BASED STITCHING AND ENCODING OF IMAGES Intel Corporation TRAN, JENNY NGAN 2615 §103 Non-Final OA 31d overdue AI Ready Dec 12, 2023
18566481 APPARATUS AND METHOD FOR REINFORCEMENT LEARNING BASED POST-TRAINING SPARSIFICATION Intel Corporation STARKS, WILBERT L §101 Non-Final OA Pending Dec 01, 2023
18565996 APPARATUS, METHOD, DEVICE AND MEDIUM FOR ACCELERATING COMPUTATION OF PROCESS ENGINE Intel Corporation CHANNAVAJJALA, SRIRAMA T §101 Non-Final OA 90d Pending Nov 30, 2023
18565880 DIMM COOLING ASSEMBLIES Intel Corporation JALALI, AMIR A. 2835 §102§103§112 Final Rejection AI Ready Nov 30, 2023
18525553 ISOLATING COMMUNICATION STREAMS TO ACHIEVE HIGH PERFORMANCE MULTI-THREADED COMMUNICATION FOR GLOBAL ADDRESS SPACE PROGRAMS Intel Corporation JORDAN, KIMBERLY L §102§103Other Non-Final OA Pending Nov 30, 2023
18477370 HARDWARE ENFORCED SECURITY FOR SERVICE MESH Intel Corporation DAVIS, ZACHARY A §102§112 Non-Final OA Pending Sep 28, 2023
18474081 LICENSE MANAGEMENT FOR SOFTWARE DEFINED SILICON Intel Corporation ANYA, CHARLES E 2194 §103 Final Rejection 37d overdue AI Ready Sep 25, 2023
18471128 FRAMEWORKS FOR TRAINING OF FEDERATED LEARNING MODELS Intel Corporation ABOUD, ABDULLAH KHALED §103 Non-Final OA 90d Pending Sep 20, 2023
18456965 ENHANCED POWER MANAGEMENT FOR SUPPORT OF PRIORITY SYSTEM EVENTS Intel Corporation YEN, PAUL JUEI-FU 2175 §103 Non-Final OA Pending Aug 28, 2023
18456460 TECHNOLOGIES FOR MANAGING ACCELERATOR RESOURCES BY A CLOUD RESOURCE MANAGER Intel Corporation XU, ZUJIA 2195 §101§103 Final Rejection 8d AI Ready Aug 25, 2023
18548072 APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS FOR MANAGING PROCESSING UNITS Intel Corporation HEADLY, MELISSA A 2197 §103 Non-Final OA Pending Aug 25, 2023
18345497 METHODS AND APPARATUS FOR A REMOTE PROCESSING ACCELERATION ENGINE Intel Corporation SNYDER, STEVEN G 2184 §103 Non-Final OA Pending Jun 30, 2023
18217495 BACKLIGHT ADJUSTMENT TECHNOLOGIES Intel Corporation ADEDIRAN, ABDUL -SAMAD A 2621 §102§103 Non-Final OA Pending Jun 30, 2023
18346006 SYSTEMS, APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS FOR WIRELESS NETWORK OPTIMIZATION Intel Corporation CHEN, JUNPENG 2645 §103 Final Rejection 23d AI Ready Jun 30, 2023
18345695 COMPLIANT INSERTS FOR PIN DIPPING PROCESSES Intel Corporation SAAD, ERIN BARRY Other Non-Final OA Pending Jun 30, 2023
18345748 METHODS AND APPARATUS TO ROUTE DISPLAY STREAM DATA Intel Corporation VO, TIM T §103 Non-Final OA Pending Jun 30, 2023
18343993 DEFLECTION SPRING COMPRESSION MOUNTING Intel Corporation EDWARDS, ANTHONY Q §102§112 Non-Final OA Pending Jun 29, 2023
18342549 METHODS AND APPARATUS TO PROCESS IMAGES USING SEGMENTATION Intel Corporation SHERMAN, STEPHEN G §103 Non-Final OA Pending Jun 27, 2023
18340662 METHODS, SYSTEMS, APPARATUS, AND ARTICLES OF MANUFACTURE TO VALIDATE TIMING CONSTRAINTS FOR AN INTEGRATED CIRCUIT Intel Corporation DOAN, NGHIA M §103 Non-Final OA Pending Jun 23, 2023
18333750 VIRTUAL EXTENSION TO GLOBAL ADDRESS SPACE AND SYSTEM SECURITY Intel Corporation GU, SHAWN X 2138 §102§112 Non-Final OA 11d overdue AI Ready Jun 13, 2023
18334188 PLUGGABLE INTERCONNECTS USING GLASS CORES OF INTEGRATED CIRCUIT PACKAGE SUBSTRATES Intel Corporation PHAM, LONG 2897 §102§103 Non-Final OA Pending Jun 13, 2023
18328490 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO MANAGE BATTERY OUTGASSING CONDITIONS Intel Corporation HARRISON, MICHAEL A 2852 §102§103 Non-Final OA Pending Jun 02, 2023
18200998 GENERATING GAZE CORRECTED IMAGES USING BIDIRECTIONALLY TRAINED NETWORK Intel Corporation BALI, VIKKRAM 2663 §101§103 Non-Final OA 17d overdue AI Ready May 23, 2023
18319164 SURFACE FINISHES FOR CONTACTS AND FIDUCIAL MARKERS ON INTEGRATED CIRCUIT PACKAGE SUBSTRATES AND ASSOCIATED METHODS Intel Corporation BLACKWELL, ASHLEY NICOLE §103 Non-Final OA Pending May 17, 2023
18313994 TELEMETRY SYSTEMS FOR MONITORING COOLING OF COMPUTE COMPONENTS AND RELATED APPARATUS AND METHODS Intel Corporation CORTES, HOWARD 2118 §102§103 Final Rejection 2d overdue AI Ready May 08, 2023
18312584 METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO RE-PARAMETERIZE MULTIPLE HEAD NETWORKS OF AN ARTIFICIAL INTELLIGENCE MODEL Intel Corporation GARNER, CASEY R §103 Non-Final OA Pending May 04, 2023
18309534 METHODS AND APPARATUS TO DETERMINE CONFIDENCE OF MOTION VECTORS Intel Corporation HERNANDEZ, ALEJANDRO 2667 §103§112 Non-Final OA Pending Apr 28, 2023
18303415 METHODS, SYSTEMS, APPARATUS, AND ARTICLES OF MANUFACTURE TO CONTROL COOLING IN AN EDGE ENVIRONMENT Intel Corporation KNOX, KALERIA 2857 §103 Non-Final OA Pending Apr 19, 2023
18194237 METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO GROUP DESIGN STAGES IN DESIGN SPACE OPTIMIZATION OF SEMICONDUCTOR DESIGN FOR TOOL AGNOSTIC DESIGN FLOWS Intel Corporation NGO, BRIAN §102 Non-Final OA Pending Mar 31, 2023
18193991 METHODS, SYSTEMS, APPARATUS, AND ARTICLES OF MANUFACTURE TO DELIVER IMMERSIVE VIDEOS Intel Corporation HSU, JONI 2611 §102§103 Non-Final OA 70d AI Ready Mar 31, 2023
18193182 METHODS AND APPARATUS TO MITIGATE ELECTROMIGRATION IN INTEGRATED CIRCUIT PACKAGES Intel Corporation MANDALA, VICTOR A 2899 §102§103 Non-Final OA Pending Mar 30, 2023
18193172 GLASS-INTEGRATED INDUCTORS IN INTEGRATED CIRCUIT PACKAGES Intel Corporation KOO, LAMONT B 1774 §102§103 Non-Final OA Pending Mar 30, 2023
18128747 VIDEO ENCODING BASED ON COST OF SIGNALING A VIDEO ENCODING TOOL SETTING Intel Corporation NOH, JAE NAM §102 Non-Final OA 84d Pending Mar 30, 2023
18192429 METHODS AND APPARATUS TO REDUCE LEAKAGE OF COOLING FLUID USED TO COOL AN ELECTRONIC COMPONENT Intel Corporation CUMAR, NATHAN §103 Non-Final OA Pending Mar 29, 2023
18182879 METHODS, SYSTEMS, APPARATUS, AND ARTICLES OF MANUFACTURE TO IMPROVE RELIABILITY OF VIAS IN A GLASS SUBSTRATE OF AN INTEGRATED CIRCUIT PACKAGE Intel Corporation ESTRADA, ANGEL R 2841 §102§103 Non-Final OA Pending Mar 13, 2023
18179092 METHODS AND APPARATUS TO PLACE BALLS FOR SECOND LEVEL INTERCONNECTS OF INTEGRATED CIRCUIT PACKAGES Intel Corporation WARD, DAVID WILLIAM 2891 §102§103§112 Non-Final OA Pending Mar 06, 2023
18005804 METHODS AND APPARATUS TO DYNAMICALLY NORMALIZE DATA IN NEURAL NETWORKS Intel Corporation GORMLEY, AARON PATRICK 2148 §101 Final Rejection 10d overdue AI Ready Jan 17, 2023
18148138 UNCERTAINTY ANALYSIS OF EVIDENTIAL DEEP LEARNING NEURAL NETWORKS Intel Corporation BOSTWICK, SIDNEY VINCENT 2124 §101§103§112 Final Rejection Pending Dec 29, 2022
18148317 METHODS AND APPARATUS FOR AUTO TUNING COOLING OF COMPUTE DEVICES BASED ON WORKLOADS Intel Corporation CAO, CHUN 2115 §102§103 Final Rejection 5d overdue AI Ready Dec 29, 2022
18147503 SUBSTRATE PACKAGE-INTEGRATED OXIDE CAPACITORS AND RELATED METHODS Intel Corporation FREY, KIMBERLY NEWMAN 2817 §103 Non-Final OA Pending Dec 28, 2022
18147487 METHODS AND APPARATUS TO PREVENT OVER-ETCH IN SEMICONDUCTOR PACKAGES Intel Corporation LINDSEY, COLE LEON 2812 §102§103 Final Rejection 32d overdue AI Ready Dec 28, 2022
18089513 SOURCE-FREE ACTIVE ADAPTATION TO DISTRIBUTIONAL SHIFTS FOR MACHINE LEARNING Intel Corporation HWANG, MEGAN ELIZABETH 2143 §103 Final Rejection 60d AI Ready Dec 27, 2022
18145670 METHODS AND APPARATUS FOR RESOURCE LIFETIME AWARE COOLING SYSTEMS Intel Corporation WORKU, KIDEST 2119 §103 Final Rejection 15d AI Ready Dec 22, 2022
18069751 HEATING AND COOLING SYSTEMS FOR EDGE DATA CENTERS Intel Corporation SCHERMERHORN, JON 3763 §103 Non-Final OA Pending Dec 21, 2022
18069098 SYSTEMS, APPARATUS, ARTICLES OF MANUFACTURE, AND METHODS TO IMPROVE DEVICE CONNECTIVITY Intel Corporation JEAN, FRANTZ B 2454 §103 Non-Final OA 8d AI Ready Dec 20, 2022
18076366 METHODS AND APPARATUS TO SERVICE WORKLOADS LOCALLY AT A COMPUTING DEVICE Intel Corporation TONG, JUSTIN CHE-CHUN 2196 §103 Non-Final OA 5d overdue AI Ready Dec 06, 2022
18071317 HINGE FOR A FOLDABLE ELECTRONIC DEVICE AND RELATED METHODS Intel Corporation O BRIEN, JEFFREY D 3677 §112 Final Rejection Pending Nov 29, 2022
17967666 IMAGE PROCESSING TECHNOLOGIES Intel Corporation RICHER, AARON M 2617 §103 Final Rejection AI Ready Oct 17, 2022
17956624 METHODS, SYSTEMS, APPARATUS, AND ARTICLES OF MANUFACTURE TO CONTROL LOAD DISTRIBUTION OF INTEGRATED CIRCUIT PACKAGES Intel Corporation YASMEEN, NISHATH 2811 §102§103 Final Rejection AI Ready Sep 29, 2022
17956574 METHODS AND APPARATUS FOR LEAK ISOLATION AND DETECTION Intel Corporation HAMMOND III, THOMAS M 2855 §102§103 Final Rejection 14d AI Ready Sep 29, 2022
17955210 METHODS AND APPARATUS TO IMPROVE PIN CONTACT OF A COMPONENT STACK Intel Corporation ANDERSON, AMARA 2831 §102§103 Non-Final OA AI Ready Sep 28, 2022
17955370 METHODS AND APPARATUS TO DETECT A COMPATIBLE PORT Intel Corporation MONSUR, NASIMA 2858 §103 Non-Final OA 2d overdue AI Ready Sep 28, 2022
17907261 COMPILATION FOR FUNCTION AS A SERVICE IMPLEMENTATIONS DISTRIBUTED ACROSS SERVER ARRAYS Intel Corporation KANG, INSUN 2193 §103 Non-Final OA 46d overdue AI Ready Sep 24, 2022
17948222 METHODS AND APPARATUS TO GENERATE ANOMALY DETECTION DATASETS Intel Corporation MRABI, HASSAN 2147 §103DP Final Rejection 5d overdue AI Ready Sep 19, 2022
17942995 METHODS AND APPARATUS TO IMPROVE PERFORMANCE OF ENCRYPTION AND DECRYPTION TASKS Intel Corporation BECHTEL, KEVIN M 2491 §112 Non-Final OA AI Ready Sep 12, 2022
17891780 TECHNOLOGIES FOR ACCELERATED ORCHESTRATION AND ATTESTATION WITH EDGE DEVICE TRUST CHAINS Intel Corporation DOAN, TAN 2445 §103 Non-Final OA 30d overdue AI Ready Aug 19, 2022
17855774 METHODS AND APPARATUS TO CALIBRATE ERROR ALIGNED UNCERTAINTY FOR REGRESSION AND CONTINUOUS STRUCTURED PREDICTION TASKS Intel Corporation RAHMAN, IBRAHIM 2122 §101§103 Final Rejection 15d AI Ready Jun 30, 2022
17855667 SUBSTRATES HAVING ADHESION PROMOTOR LAYERS AND RELATED METHODS Intel Corporation ANDREWS, FELIX BRYAN 2812 §103 Final Rejection 31d overdue AI Ready Jun 30, 2022
17853239 METHODS AND APPARATUS TO REMOVE DUST WITH A REVERSE FAN PULSE Intel Corporation AL-TAWEEL, MUAAMAR QAHTAN 2838 §102§103 Non-Final OA 121d overdue AI Ready Jun 29, 2022
17853518 METHODS, APPARATUS, AND ARTICLES OF MANUFACTURE TO IMPROVE PERFORMANCE OF AN ARTIFICIAL INTELLIGENCE BASED MODEL ON DATASETS HAVING DIFFERENT DISTRIBUTIONS Intel Corporation MARU, MATIYAS T 2148 §101§103 Final Rejection 2d overdue AI Ready Jun 29, 2022
17846797 METHODS AND APPARATUS TO LOAD BALANCE EDGE DEVICE WORKLOADS Intel Corporation TRAN, KENNETH PHUOC 2196 §101§103§112 Final Rejection 9d AI Ready Jun 22, 2022
17845701 METHODS AND APPARATUS TO ITERATIVELY SEARCH FOR AN ARTIFICIAL INTELLIGENCE-BASED ARCHITECTURE Intel Corporation SIPPEL, MOLLY CLARKE 2122 §101§103§112 Final Rejection 15d AI Ready Jun 21, 2022
17710640 THIN FORM FACTOR ASSEMBLIES FOR COOLING DIMMS Intel Corporation PAPE, ZACHARY 2835 §103§112 Non-Final OA AI Ready Mar 31, 2022
17638337 EDGE COMPUTING TECHNOLOGIES FOR TRANSPORT LAYER CONGESTION CONTROL AND POINT-OF-PRESENCE OPTIMIZATIONS BASED ON EXTENDED INADVANCE QUALITY OF SERVICE NOTIFICATIONS Intel Corporation KHAN, MEHMOOD B 2419 §103 Final Rejection Pending Feb 25, 2022
17587407 TRUSTED PREDICTIVE ANALYTIC EXECUTION MIDDLEWARE Intel Corporation BEJCEK II, ROBERT H 2148 §101§103§112 Non-Final OA AI Ready Jan 28, 2022
17561490 METHODS AND APPARATUS FOR ENHANCING A VIDEO AND AUDIO EXPERIENCE Intel Corporation TRAN, TAN H 2141 §103 Non-Final OA Pending Dec 23, 2021
17560231 METHODS AND APPARATUS FOR NETWORK INTERFACE DEVICE-BASED EDGE COMPUTING Intel Corporation HEADLY, MELISSA A 2197 §103 Final Rejection 118d overdue AI Ready Dec 22, 2021
17557031 METHODS AND APPARATUS FOR IN-FIELD THERMAL CALIBRATION Intel Corporation ALEXANDER, EMMA LYNNE 2857 §103§112 Final Rejection 26d AI Ready Dec 20, 2021
17359162 MODEL PROPAGATION IN EDGE ARCHITECTURES Intel Corporation MAIDO, MAGGIE T 2129 §103 Final Rejection 12d AI Ready Jun 25, 2021
17131462 METHODS AND APPARATUS TO VERIFY TRAINED MODELS IN AN EDGE ENVIRONMENT Intel Corporation NGUYEN, TRI T 2128 §101§103§112 Final Rejection 52d overdue AI Ready Dec 22, 2020
17254150 TECHNIQUES TO DETECT FUSIBLE OPERATORS WITH MACHINE LEARNING Intel Corporation ALGHAZZY, SHAMCY 2128 §101 Final Rejection Pending Dec 18, 2020
16649523 TRAINING DATA GENERATORS AND METHODS FOR MACHINE LEARNING Intel Corporation PRESSLY, KURT NICHOLAS 2125 §101§103 Final Rejection Pending Mar 20, 2020

Managing Hanley, Flight And Zimmerman, LLC'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

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