USPTO 2015–2025 USPTO PatentsView Foreign Corporation

Preferred Networks, Inc.

USPTO PatentsView assignee record — 76 granted patents across 19 technology areas, active 2018–2025. Filing-trend and competitive-moat analysis cross-referenced to USPTO Patent Public Search. Primary class: G06N (COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS).

76
Total patents granted
19
CPC technology areas
24.9
Avg claims per patent
+1067%
5-year filing velocity

The verdict

Preferred holds 76 US patents across 19 technology areas — rank #4,639 of 50,000 tracked assignees.

#4,639
of 50,000 US assignees by volume
Top 2%
by Innovation Score (63.1/100)
24.9
avg claims per patent
+1067%
filing velocity, last 5 yrs

Portfolio overview

Preferred Networks, Inc. has been granted 76 US utility patents between 2018 and 2025, placing Preferred Networks, Inc. at rank #4,639 across all assignees tracked by PlainPatent. This portfolio spans 19 distinct Cooperative Patent Classification (CPC) subclasses, averaging 24.9 claims per patent with primary concentration in G06N (COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS). As a Foreign Corporation, Preferred Networks, Inc. is one of the more focused assignees in the PatentsView dataset. The composite Innovation Score of 63.1/100 blends portfolio volume, filing velocity, technology breadth, and claim depth into a single comparable measure drawn directly from USPTO PatentsView records.

Filing cadence tells the strategic story. Between 2020 and 2025 the company received 70 grants, compared with 6 in the 2015–2019 window — a +1067% shift in five-year velocity. An acceleration of this magnitude signals aggressive R&D investment and expanding technical ambition. The Foreign Corporation classification further shapes interpretation, since corporate, government, and individual filers pursue patents for materially different reasons.

Claim depth and technology breadth together indicate competitive posture. Preferred Networks, Inc.'s 24.9 average claims per patent reflects complex, broadly scoped inventions that are difficult for competitors to design around, while concentration in 19 subclasses points to a focused technical program. Combined with portfolio volume, these signals let analysts, investors, and licensing professionals benchmark Preferred Networks, Inc. against peers pursuing similar technology classes.

How does Preferred compare?

Granted US patents 2015–2025 versus the largest corporate holders — this company marked ◀

patents

What this shows Preferred holds 76 patents — placing it at rank #4,639 overall, well behind the volume leaders but ahead of the tens of thousands of smaller assignees in the dataset.

Source USPTO PatentsView — granted utility patents As of 2015–2025

Preferred's Innovation Score vs. every tracked assignee

Composite of portfolio volume, filing velocity, technology breadth, and claim depth (0–100)

63 Top 2% higher than 98% of 50,000 US assignees

0–10: 687 US assignees (1%). Below this entry. 10–20: 2,527 US assignees (5%). Below this entry. 20–30: 13,162 US assignees (26%). Below this entry. 30–40: 15,294 US assignees (31%). Below this entry. 40–50: 11,491 US assignees (23%). Below this entry. 50–60: 5,058 US assignees (10%). Below this entry. 60–70: 1,537 US assignees (3%). This entry sits in this band. 70–80: 234 US assignees (0%). Above this entry. 80–90: 10 US assignees (0%). Above this entry. 90–100: 0 US assignees (0%). Above this entry. This assignee 0 100 every tracked assignee, bucketed by value

Each bar is a band; taller bars hold more US assignees. The dashed line + filled bar mark this entry. Hover or tap any bar for its full count, share, and where it sits relative to this entry.

Source USPTO PatentsView — PlainPatent Innovation Score · 2015–2025

USPTO utility patent grants by year · 2018–2025

0510152025 20182019202020212022202320242025 9
USPTO utility patent grants by year · 2018–2025

Grants by year

Teal-shaded recent years (2020–present) versus the 2018–2019 baseline. Full figures in the table below.

View data table
Preferred Networks, Inc. patent grants by year, 2015–2025
Year Patents Granted Share of Period
2018 1 1.3%
2019 5 6.6%
2020 5 6.6%
2021 8 10.5%
2022 14 18.4%
2023 13 17.1%
2024 21 27.6%
2025 9 11.8%

Patent Moat Analysis

Portfolio Volume Light
Tech Breadth Focused
Claim Depth Complex
Velocity Accelerating

Where it ranks

Overall rank by patents

#4,639

Across all tracked assignees

Innovation Score

63.1 out of 100

View all rankings →

Data Source

USPTO PatentsView — US granted patents 2015–2025

How is Innovation Score calculated?

Frequently Asked Questions

How many patents does Preferred Networks, Inc. hold?
Preferred Networks, Inc. holds 76 US granted patents filed between 2018 and 2025, spanning 19 technology areas.
What is Preferred Networks, Inc.'s Innovation Score?
Preferred Networks, Inc. has an Innovation Score of 63.1 out of 100. This composite metric weighs portfolio volume (40%), filing velocity (20%), technology breadth (25%), and claim depth (15%).
What technology areas does Preferred Networks, Inc. focus on?
Preferred Networks, Inc.'s top technology area is G06N (COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS) with 46 patents. The company has filed patents in 19 CPC subclasses total.
Is Preferred Networks, Inc.'s patent filing rate increasing or decreasing?
Preferred Networks, Inc.'s recent filing velocity is +1067% compared to the prior five-year period. This indicates accelerating innovation.
What does claim depth mean for Preferred Networks, Inc.'s patents?
Preferred Networks, Inc.'s patents average 24.9 claims each. This indicates complex, broadly scoped patents that are harder for competitors to design around.
How is the Preferred Networks, Inc. patent data sourced?
All patent data comes from USPTO PatentsView, a public research dataset maintained by the United States Patent and Trademark Office covering US granted utility patents from 2015 to 2025.

Learn More

How to use this portfolio

Preferred's 76 grants land it in the top 2% by Innovation Score — but volume alone doesn't tell you where the strength sits.

  • Read that count against the largest US assignees before treating it as dominance — Preferred ranks #4,639 of 50,000. Top 50 holders
  • Most of this portfolio concentrates in G06N — see who else leads that technology area. G06N leaders
  • Check what the four-part Innovation Score actually rewards before comparing it to another company. How the score works

Patent counts and the Innovation Score measure patenting activity — not commercial success or the legal strength of any patent. Many patents are filed defensively. Verify the status of an individual patent against official USPTO records.

Explore the patent dataset

Data sourced from USPTO PatentsView — official U.S. government patent data. See our methodology for computation details. Retrieved and formatted by PlainPatent Editorial

Disclaimer: This information is provided for informational purposes only and does not constitute professional advice. Data is sourced from the USPTO PatentsView database. Consult a qualified professional before making decisions based on this data.

Data sources used on this page
  • USPTO PatentsView — the disambiguated bulk patent-grant, assignee, and CPC data this page's figures are derived from. patentsview.org
  • Cooperative Patent Classification (CPC) — the joint USPTO/EPO classification scheme used to group patents by technology area. cooperativepatentclassification.org
  • USPTO Patent Public Search — the official interface to verify the status of any individual patent. ppubs.uspto.gov