Product Reports Resources Pricing Login Book a demo
COMPANY PROFILE

MemryX

Explore full profile

Fabless semiconductor startup that designs energy-efficient, high-performance AI accelerator chips to bring server-level inference computing to edge devices

Ann Arbor, United StatesFounded 2019Semiconductors
Valuation $250–500M Last recorded · 2025
Headcount <100 Current team size
Total funding $50–100M Disclosed equity funding
Unlock exact values This page shows ranges. Dealroom has the exact numbers for MemryX and the history behind them.

About MemryX

MemryX is a startup that operates in the artificial intelligence (AI) industry, specifically focusing on Edge AI processing. The company has developed a unique solution that simplifies the integration of AI processing, making it as straightforward as adding Dynamic Random Access Memory (DRAM) to a system. This solution allows for the easy compilation and optimization of trained AI models without any loss in accuracy, eliminating the need for manual tuning or model retraining.

The company's technology is scalable, allowing for the linear addition of AI processing chips to increase performance or reduce latency. Each chip, or 'chiplet', can process multiple models or large models across multiple chips using the same software. MemryX's proprietary, configurable native dataflow architecture and at-memory computing set a new standard for Edge AI processing. This system architecture effectively removes the data movement bottleneck and is future-proof, supporting new hardware, processes, chemistries, and AI models with the same software.

MemryX's business model revolves around the sale of its AI accelerator chip, the MX3. This chip was recently demonstrated operating on the Lenovo ThinkCentre neo Ultra desktop PC at CES 2024, marking a significant milestone for the company. The MX3 is the first third-party AI accelerator card to be integrated into a PC, indicating a potential new market for standalone AI accelerator cards for PCs.

In summary, MemryX is a promising startup in the AI industry, offering a unique and scalable solution for Edge AI processing. Its business model is based on the sale of its AI accelerator chips, which have already demonstrated their potential in the PC market.

Source: Dealroom company data

At a glance

Status
Operational
Founded
2019
Headquarters
Ann Arbor, United States
Employees
50
Open positions
2
Dealroom signal
68.4/100
Sector
Semiconductors, Core AI, Processor, Chips, Spinout, Edge Computing, Semiconductor Designers and Manufacturers, Chips and Processors, DT and LS, science-based
Technology
Artificial Intelligence, Hardware, Deep Tech
Business model
Manufacturing
Client focus
b2b

Funding history

5 recorded events

Company financing events and reported valuations.

Deal typeDateAmountValuationInvestorsSource
SERIES BOther financing Mar 2025 $44M $176M NEOM Investment Fund (NIF) ↗
SERIES AOther financing Jan 2023 $8M $32M HarbourVest Partners · Motus Ventures · University of Michigan Endowment · ELab Ventures —
Showing the latest 2 of 5 recorded eventsBook a demo for the full funding history →

Growth signals

MemryX website traffic

Latest recorded traffic for MemryX is 10K monthly website visits, down 28.6% over the last three months. MemryX's team grew 4.2% over the past year.

Latest monthly visits10K 3-month web change-28.6% 1-year team growth+4.2%
Summary metrics are public; monthly history is available with a demoCompare with peers →

Similar companies

Closest operating peers by Dealroom taxonomy

Company identity and context are open; selected comparison metrics preview what is available on the platform.

Showing 8 of the closest matchesCompare every metric →

Investments and acquisitions

Capital deployed

Recent portfolio relationships for companies that also act as investors or acquirers.

Investors

8 investors on the cap table

From Dealroom's funding and investor records, grouped by the round each investor first entered.

Series A7 investors entered at this stage

  • HarbourVest Partners
  • M Ventures
  • ELab Ventures
  • Motus Ventures
  • University of Michigan Endowment
  • University of Michigan Innovation Partnerships
  • NEOM Investment Fund (NIF)

Other known investors1 additional known investor

  • University of Michigan
Team profiled 6 named & role-tagged
Founders Hidden — book a demo/100 quality score
Key operators 3 quality Hidden — book a demo/100
Potential founders Hidden — book a demo likely future founders
Startup mafia Hidden — book a demo alumni-founded startups
Talent movements Hidden — book a demo in · Hidden — book a demo out past 12 months

Source: Dealroom Talent Intelligence.

Global footprint

Workforce and web traffic by country
Workforce by country
6 countries with
team presence
🇺🇸 United States52.8%
🇹🇼 Taiwan30.6%
🇸🇦 Saudi Arabia8.3%
🇨🇳 China2.8%
🇩🇪 Germany2.8%
Top 5 of 6 shown

Market sentiment

Posts on X, past 7 days

An AI-synthesised read of the highest-engagement posts about MemryX on X, ranked by likes and reposts, corporate channels excluded.

Reading the room on X — pulling top posts and synthesizing themes…

Source: X recent search ranked by engagement (likes + retweets) · Synthesis by Claude · Cached for 1 hour

See MemryX’s full profile on Dealroom

Request a free trial to see the complete deal history, financials, people graph and growth signals.

Takes under a minute. Already use Dealroom? Log in.