Prosecution Insights
Last updated: October 25, 2026

Akona Ip Pc - Intel

Technology areas: Computing & Software • Semiconductors, Circuits & Optics

106 pending office actions • 1 client • 96 examiners • 46 art units • 31 of 106 (29%) have an AI response strategy ready • 178 patents granted in the last 365 days

Analysis

Akona IP PC - Intel has 103 pending office actions in Semiconductors, Circuits & Optics and 1753 career applications. The record indicates a substantial active docket and an established application history in a specialized technical field.

The resolved allowance rate is 83.66%, and the average is 2.65 office actions per allowance. The data combines a favorable recorded allowance outcome with evidence that prosecution often involves multiple examination exchanges. Practitioners can use the profile to anticipate both docket-management demands and response activity.

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

Quality Metrics (n=1753 apps, methodology: how we score firms)

83.7%
Allowance Rate
n=1753
+0.18σ
Allowance Rate (norm)
n=1753
2.6
OAs to Allowance
n=819
-0.33σ
OAs to Allow (norm)
n=819
1173 days
Time to Allowance
n=819
-2.1pp
Interview Lift
n=1753
26.2%
RCE Rate
n=1753
0.7%
Appeal Rate
n=1753

Rejection Performance (% of received rejections ultimately overcome)

55.6%
§101 Overcome
n=99
63.1%
§102 Overcome
n=643
60.7%
§103 Overcome
n=832
57.0%
§112 Overcome
n=384

Specialization & Scale

H01L, H10W, H10D
Top CPC Subclasses
46%
Top-3 CPC Share
n=1753
0
Practitioners
n=1753
—
Apps / Practitioner
n=1753 (min 20)

Portfolio Summary

106
Total Pending OAs
57
Non-Final OAs
42
Final Rejections
7
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 24 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

8
Overdue
2
Due this week
8
Due this month
4
Due in next 60 days
2
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. 24 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (8)Due ≤ 7 days (2)Due ≤ 30 days (8)Due ≤ 60 days (4)Due later (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.

56
Hard (53%)
42
Medium (40%)
4
Easy (4%)
4
Unknown (4%)

Rejection Statute Mix

BucketCases
§101 only1 (1%)
§101 + other12 (11%)
§103 only37 (35%)
§102 only5 (5%)
§112 only2 (2%)
Double-patenting only2 (2%)
Multi-statute (no §101)43 (41%)
No statute on record4 (4%)

Industry Mix

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

2
Life Sciences
2% of docket
22
Information Tech
21% of docket
11
Communications
10% of docket
65
Semiconductors
61% of docket
1
Mechanical / Eng
1% of docket
5
Business / Other
5% 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.

1,060 h
Manual time on pending OAs
212 h
Time saved (low, 20%)
371 h
Time saved (mid, 35%)
9.3 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
BULLARD-CONNOR, GENEVIEVE GRACE 3 42.3% +37.0%
NGUYEN, DUY T V 2 79.0% +16.7%
VARNDELL, ROSS E 2 84.7% +13.2%
CADY, MATTHEW ALAN 2 0.0% +0.0%
JUNG, MICHAEL YOO LIM 2 82.8% +10.5%
WALL, VINCENT 2 62.6% +24.4%
TIVARUS, CRISTIAN ALEXANDRU 2 74.5% +28.0%
MCDONALD, JASON ANDREW 2 62.5% +46.7%
IQBAL, HAMNA FATHIMA 2 81.8% +22.2%
GUYTON, PHILIP A 1 83.8% +8.8%

Quick Wins (3)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 3 ordered by deadline are shown.

App #TitleExaminerDue in
17555401 MICROELECTRONIC ASSEMBLIES WITH SILICON NITRIDE MULTILAYER IQBAL, HAMNA FATHIMA 1d overdue
18411542 IMPORTANCE-AWARE MODEL PRUNING AND RE-TRAINING FOR EFFICIENT CONVOLUTIONAL NEURAL NETWORKS VARNDELL, ROSS E 40d
19251520 SYSTEMS, APPARATUS, AND METHODS TO DEBUG ACCELERATOR HARDWARE GUYTON, PHILIP A —

Hard Cases (58)

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
17544598 SYSTEM AND METHOD FOR PRUNING FILTERS IN DEEP NEURAL NETWORKS MARU, MATIYAS T 25d overdue
17820593 NEURAL NETWORK BASED POWER AND PERFORMANCE MODEL FOR VERSATILE PROCESSING UNITS SPRAUL III, VINCENT ANTON 19d overdue
17953511 OPEN CAVITY INTERCONNECTS FOR MIB CONNECTIONS CHEN, YU 4d overdue
17482681 MICROELECTRONIC ASSEMBLIES INCLUDING BRIDGES TIVARUS, CRISTIAN ALEXANDRU 7d
17935627 INTEGRATED CIRCUIT DEVICES WITH ANGLED INTERCONNECTS MCCOY, THOMAS WILSON 13d
18333758 INTEGRATED CIRCUIT DEVICE WITH MULTI-LENGTH GATE ELECTRODE KOO, LAMONT B 22d
18527490 3D OBJECT RECOGNITION USING 3D CONVOLUTIONAL NEURAL NETWORK WITH DEPTH BASED MULTI-SCALE FILTERS VARNDELL, ROSS E 27d
17929749 NEURAL NETWORK FACILITATING FIXED-POINT EMULATION OF FLOATING-POINT COMPUTATION BUI, KENNY KIM 28d

Interview Candidates (17)

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
17698430 MICROELECTRONIC ASSEMBLIES INCLUDING STIFFENERS BULLARD-CONNOR, GENEVIEVE GRACE 4d overdue
17555401 MICROELECTRONIC ASSEMBLIES WITH SILICON NITRIDE MULTILAYER IQBAL, HAMNA FATHIMA 1d overdue
17482681 MICROELECTRONIC ASSEMBLIES INCLUDING BRIDGES TIVARUS, CRISTIAN ALEXANDRU 7d
18527490 3D OBJECT RECOGNITION USING 3D CONVOLUTIONAL NEURAL NETWORK WITH DEPTH BASED MULTI-SCALE FILTERS VARNDELL, ROSS E 27d
17552581 MICROELECTRONIC ASSEMBLIES WITH GLASS SUBSTRATES AND THIN FILM CAPACITORS BULLARD-CONNOR, GENEVIEVE GRACE 29d
17473414 PATCH PACKAGING ARCHITECTURE IMPLEMENTING HYBRID BONDS AND SELF-ALIGNED TEMPLATE NGUYEN, DUY T V 29d
18411542 IMPORTANCE-AWARE MODEL PRUNING AND RE-TRAINING FOR EFFICIENT CONVOLUTIONAL NEURAL NETWORKS VARNDELL, ROSS E 40d
17972923 COPPER FILL FOR HEAT MANAGEMENT IN INTEGRATED CIRCUIT DEVICE MCDONALD, JASON ANDREW 57d

Client Portfolio (1 client)

Client (Assignee)Pending OAs
Intel 106

Top Art Units

Art UnitApps
28189
28998
28976
28126
28176
28986
28934
28744
21453
28133

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19251520 SYSTEMS, APPARATUS, AND METHODS TO DEBUG ACCELERATOR HARDWARE Intel Corporation GUYTON, PHILIP A 2192 §102 Non-Final OA — Pending Jun 26, 2025
18997988 POINT GRID NETWORK WITH LEARNABLE SEMANTIC GRID TRANSFORMATION Intel Corporation OAKES, JUSTIN MONTGOMERY 2662 §103Other Non-Final OA — Pending Jan 23, 2025
18990080 MULTI-VARIATE STRIDED READ OPERATIONS FOR ACCESSING MATRIX OPERANDS Intel Corporation METZGER, MICHAEL J 2183 §103 Non-Final OA — Pending Dec 20, 2024
18944243 RADIO FREQUENCY FRONT-END STRUCTURES Intel Corporation DIAZ, JOSE 2875 DP Non-Final OA — Pending Nov 12, 2024
18922038 METHODS AND APPARATUS TO TILE WALK A TENSOR FOR CONVOLUTION OPERATIONS Intel Corporation JEON, JAE UK 2193 §101 Non-Final OA — Pending Oct 21, 2024
18855943 RESOLUTION-SWITCHABLE SEGMENTATION NETWORKS Intel Corporation YAO, JULIA ZHI-YI 2666 §103 Non-Final OA — Pending Oct 10, 2024
18907748 PERFORMANCE SCALING FOR DATAFLOW DEEP NEURAL NETWORK HARDWARE ACCELERATORS Intel Corporation TSENG, CHENG YUAN §102§103Other Non-Final OA — Pending Oct 07, 2024
18806287 IMPROVING SIZE AND EFFICIENCY OF DIES Intel Corporation NGUYEN, DUY T V 2818 DP Non-Final OA — Pending Aug 15, 2024
18761714 DYNAMIC PRUNING OF NEURONS ON-THE-FLY TO ACCELERATE NEURAL NETWORK INFERENCES Intel Corporation LEE, TSU-CHANG §103§112 Non-Final OA — Pending Jul 02, 2024
18761453 HIGH DENSITY ORGANIC INTERCONNECT STRUCTURES Intel Corporation ULLAH, ELIAS 2893 — Final Rejection — Pending Jul 02, 2024
18724510 DYNAMIC TRIPLET CONVOLUTION FOR CONVOLUTIONAL NEURAL NETWORKS Intel Corporation ELCHANTI, ZEINA 3628 §112 Non-Final OA — Pending Jun 26, 2024
18740743 TRANSISTOR CHANNEL STRUCTURES COMBINING GALLIUM NITRIDE AND SILICON CARBIDE Intel Corporation MATTABONI, TIMOTHY JAMES 2897 §103 Non-Final OA — Pending Jun 12, 2024
18630302 MICROELECTRONIC ASSEMBLIES Intel Corporation FAYETTE, NATHALIE RENEE 2812 §102§103 Non-Final OA — Pending Apr 09, 2024
18601774 PACKAGE STACKING USING CHIP TO WAFER BONDING Intel Corporation MUNOZ, ANDRES F 2818 §103§112 Final Rejection — AI Ready Mar 11, 2024
18423577 TOOLS AND METHODS FOR SUBTRACTIVE METAL PATTERNING Intel Corporation MACARTHUR, SYLVIA 2899 §103 Non-Final OA — Pending Jan 26, 2024
18411542 IMPORTANCE-AWARE MODEL PRUNING AND RE-TRAINING FOR EFFICIENT CONVOLUTIONAL NEURAL NETWORKS Intel Corporation VARNDELL, ROSS E 2674 §103 Final Rejection 40d AI Ready Jan 12, 2024
18539957 EMBEDDED SAR-ADC WITH LEAST SIGNIFICANT BIT SKIPPING BASED RELU ACTIVATION FUNCTION Intel Corporation JEANGLAUDE, JEAN BRUNER 2845 §102 Non-Final OA — Pending Dec 14, 2023
18527490 3D OBJECT RECOGNITION USING 3D CONVOLUTIONAL NEURAL NETWORK WITH DEPTH BASED MULTI-SCALE FILTERS Intel Corporation VARNDELL, ROSS E 2674 §101§103Other Final Rejection 27d AI Ready Dec 04, 2023
18489327 SOLVING OPTIMIZATION PROBLEMS USING SPIKING NEUROMORPHIC NETWORK Intel Corporation KIM, SEHWAN 4100 §101§102§103 Non-Final OA — Pending Oct 18, 2023
18474564 REAL-TIME INFERENCE OF TEMPORAL DOWN-SAMPLING CONVOLUTIONAL NETWORKS Intel Corporation LEE, MICHAEL CHRISTOPHER 2128 — Non-Final OA — Pending Sep 26, 2023
18469674 LOCALIZED THERMAL HEALING AND DOPING OF GLASS CORES FOR MICROELECTRONIC ASSEMBLIES Intel Corporation DIALLO, MAMADOU L 2897 — Non-Final OA — Pending Sep 19, 2023
18460931 PACKAGE ARCHITECTURES HAVING VERTICALLY STACKED DIES WITH A COOLING MICROCHANNEL Intel Corporation KEBEDE, BROOK 2818 §112 Non-Final OA — Pending Sep 05, 2023
18459824 LONG DURATION STRUCTURED VIDEO ACTION SEGMENTATION Intel Corporation COUSO, JOSE L 2667 §102§103 Non-Final OA — Pending Sep 01, 2023
18459664 INTEGRATED CIRCUIT DEVICES WITH BACKSIDE BIT LINES AND WORD LINES Intel Corporation NGUYEN, DAO H 2818 §102§112 Non-Final OA — Pending Sep 01, 2023
18457002 TRAINING NEURAL NETWORK WITH BUDDING ENSEMBLE ARCHITECTURE BASED ON DIVERSITY LOSS Intel Corporation LEE, WILLIAM MICHAEL 2145 §101§103§112 Final Rejection — Pending Aug 28, 2023
18453715 PRUNING ACTIVATIONS AND WEIGHTS OF NEURAL NETWORKS WITH PROGRAMMABLE THRESHOLDS Intel Corporation PENG, STEVEN 2125 §101§103 Non-Final OA — Pending Aug 22, 2023
18451150 PACKAGE ARCHITECTURE WITH BRIDGE DIES HAVING AIR GAPS AROUND VIAS Intel Corporation HSIEH, HSIN YI §103§112 Non-Final OA — Pending Aug 17, 2023
18233803 Method and System of Audio Detection of a Target Audio Source in Noisy Environments Intel Corporation SNIEZEK, ANDREW L 2693 §102§103 Non-Final OA — Pending Aug 14, 2023
18364814 PERFORMING OPERATION IN NEURAL NETWORK WITH STORAGE POINTER AND SPARSITY MAP Intel Corporation CADY, MATTHEW ALAN §102 Non-Final OA — Pending Aug 03, 2023
18360999 INTEGRATED PHOTONIC DEVICES AND SYSTEMS WITH THERMAL DRIFT COMPENSATION Intel Corporation GOLUB-MILLER, MARCIA A 2828 §103§112 Non-Final OA — Pending Jul 28, 2023
18346966 GRAPH SEARCH USING NEURAL NETWORK WITH SPIKING NEUROMORPHIC ARCHITECTURE Intel Corporation LE, HUNG VAN 2145 §101§103 Non-Final OA — Pending Jul 05, 2023
18345437 PACKAGING ARCHITECTURE FOR WAFER-SCALE KNOWN-GOOD-DIE HYBRID BONDING Intel Corporation FOX, BRANDON C 2818 §102§103§112 Non-Final OA — Pending Jun 30, 2023
18344260 PACKAGING ARCHITECTURE INCLUDING COMPENSATION LAYERS FOR WAFER-SCALE KNOWN-GOOD-DIE TO KNOWN-GOOD-DIE HYBRID BONDING Intel Corporation JUNG, MICHAEL YOO LIM 2817 §102§103 Non-Final OA — Pending Jun 29, 2023
18341875 ANTENNA MODULES WITH PARTIALLY OVERLAPPING STACKED CIRCUITS Intel Corporation STOYTCHEV, MARIN STOYTCHEV 2845 §103§112 Non-Final OA — Pending Jun 27, 2023
18214884 METHOD AND SYSTEM OF SOUND LOCALIZATION USING BINAURAL AUDIO CAPTURE Intel Corporation SUTHERS, DOUGLAS JOHN 2695 §101§102§103 Non-Final OA — Pending Jun 27, 2023
18341852 THREE-DIMENSIONAL FLOATING BODY MEMORY Intel Corporation IMTIAZ, S M SOHEL 2812 §103§112 Non-Final OA — Pending Jun 27, 2023
18342564 METHODS AND APPARATUS TO IMPROVE AUDIO QUALITY BASED ON LOAD IMPEDANCE SENSING Intel Corporation ADDY, THJUAN KNOWLIN 2693 §102 Non-Final OA — Pending Jun 27, 2023
18342112 Integrated Waveguides for Semiconductor Technology Intel Corporation MARUF, SHEIKH 2897 §103§112 Non-Final OA — Pending Jun 27, 2023
18340072 INTEGRATED CIRCUIT DEVICES WITH CONDUCTIVE LINES EXTENDING OVER SCRIBE LINES Intel Corporation JANG, BO BIN 2818 §102§103 Non-Final OA — Pending Jun 23, 2023
18338404 MEMORY WITH ONE ACCESS TRANSISTOR COUPLED TO MULTIPLE CAPACITORS Intel Corporation WALL, VINCENT 2898 §102§103 Non-Final OA — Pending Jun 21, 2023
18338395 INTEGRATED CIRCUIT DEVICES WITH FLIPPED STAIRCASE INTERCONNECT STRUCTURES Intel Corporation LIU, MIKKA H 2817 §102§112 Non-Final OA — Pending Jun 21, 2023
18337655 DEEP NEURAL NETWORK ACCELERATOR WITH MEMORY HAVING TWO-LEVEL TOPOLOGY Intel Corporation STANLEY, JEREMY L 2127 §103 Non-Final OA — Pending Jun 20, 2023
18333711 INTEGRATED CIRCUIT DEVICE WITH VERTICAL VIA PIN Intel Corporation HIBBERT, DANIEL JOHNATHAN 2899 §102 Final Rejection 10d overdue AI Ready Jun 13, 2023
18333758 INTEGRATED CIRCUIT DEVICE WITH MULTI-LENGTH GATE ELECTRODE Intel Corporation KOO, LAMONT B 2813 §102§103 Final Rejection 22d AI Ready Jun 13, 2023
18332918 TWO-TERMINAL INTEGRATED CIRCUIT DEVICE FOR ELECTROSTATIC DISCHARGE PROTECTION Intel Corporation MUSLIM, SHAWN SHAW 2897 §102§103 Non-Final OA — Pending Jun 12, 2023
18325267 CAUSAL EXPLANATION OF ATTENTION-BASED NEURAL NETWORK OUTPUT Intel Corporation SAX, STEVEN PAUL 2146 §101§103 Final Rejection 54d AI Ready May 30, 2023
18325374 FEDERATED LEARNING ADAPTIVE TO CAPABILITIES OF CONTRIBUTING DEVICES Intel Corporation GOLAN, MATTHEW BRYCE 2123 §103§112 Final Rejection — Pending May 30, 2023
18325298 SPARSITY-BASED REDUCTION OF GATE SWITCHING IN DEEP NEURAL NETWORK ACCELERATORS Intel Corporation MAIDO, MAGGIE T 2129 §101§102§103 Non-Final OA — Pending May 30, 2023
18306399 MICROELECTRONIC ASSEMBLIES WITH INTEGRATED GLASS-BASED ANTENNA UNITS Intel Corporation SMITH, SAMUEL JONATHAN 2817 §102§103 Non-Final OA — Pending Apr 25, 2023
18304659 INTEGRATED CIRCUITS WITH MONOLAYER TMD CHANNEL AND MULTILAYER TMD SOURCE AND DRAIN Intel Corporation KEAGY, ROSE ALYSSA 2818 §102§103 Non-Final OA — Pending Apr 21, 2023

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Frequently Asked Questions

What is Akona Ip Pc - Intel's patent allowance rate?

83.7% of resolved applications prosecuted by Akona Ip Pc - Intel were allowed, across 1,753 applications in USPTO records.

How many office actions does Akona Ip Pc - Intel average before allowance?

2.65 office actions per allowed application on average.

How many pending office actions does Akona Ip Pc - Intel have?

106 pending office actions as of October 2026, for 1 client, before 96 examiners in 46 art units.

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