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Liminal Insights
Battery manufacturing intelligence provider that combines ultrasound technology with machine learning to deliver advanced insights that empower manufacturers
About Liminal Insights
Liminal Insights is a startup that operates in the electric vehicle (EV) battery manufacturing industry. The company's primary focus is on improving the data and analytics used in the production of EV batteries, a critical component in the transition to a more sustainable, clean energy future. Liminal's main product is EchoStat®, an advanced inspection and analytics platform that provides real-time insights into the battery manufacturing process. This tool allows manufacturers to identify and rectify design or production flaws promptly, leading to improved quality, productivity, and reduced defects.
Liminal's clients are primarily EV battery manufacturers who are looking to scale up their operations to meet the growing demand for electric vehicles. By using EchoStat®, these manufacturers can speed up their production times by up to 50%, reduce the cost of scrap, and better predict battery performance. This not only helps them save money but also ensures the production of high-quality, reliable batteries.
The company's business model revolves around selling their EchoStat® platform to these manufacturers. They generate revenue from the sale of the platform and potentially from ongoing support or subscription services related to the platform. Liminal's recent recognition on the 2024 Global Cleantech 100 list highlights their commitment to innovation and sustainability, key factors in their growth strategy.
Source: Dealroom company dataAt a glance
- Status
- Operational
- Founded
- 2015
- Headquarters
- Emeryville, United States
- Employees
- 67
- Open positions
- 4
- Dealroom signal
- 73.7/100
- Industry
- Energy, Transportation
- Sub-industry
- Energy Storage
- Sector
- Transportation, Industrial Automation, Lithium-Ion Batteries, Battery, Spinout, Sustainable Development Goals, EV Battery Production, EV Battery, Climate Tech, Electric Mobility
- Business model
- Manufacturing
- Client focus
- b2b
Knowledge graph
More headlines
Funding history
Company financing events and reported valuations.
| Deal type | Date | Amount | Valuation | Investors | Source |
|---|---|---|---|---|---|
| SERIES A✓Equity / VC | Feb 2023 | $18M | $70M | Good Growth Capital · UTEC - The University of Tokyo Edge Capital Partners · Helios Climate Ventures · Impact Science Ventures | ↗ |
| SERIES A✓Equity / VC | Apr 2022 | $8M | $32M | Impact Science Ventures · UTEC - The University of Tokyo Edge Capital Partners · Chrysalix Venture Capital · Volta Energy Technologies | ↗ |
Growth signals
Latest recorded traffic for Liminal Insights is 3.2K monthly website visits, up 18.5% over the last three months. Liminal Insights's team grew 3.1% over the past year.
Open positions
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Investments and acquisitions
Recent portfolio relationships for companies that also act as investors or acquirers.
Investors
From Dealroom's funding and investor records, grouped by the round each investor first entered.
Seed2 investors entered at this stage
US National Science Foundation
ARPA-E
Series A11 investors entered at this stage
Chrysalix Venture Capital
UTEC - The University of Tokyo Edge Capital Partners
Good Growth Capital
Impact Science Ventures
Volta Energy Technologies
Incite
Elemental Excelerator
Helios Climate Ventures
Ecosystem Integrity Fund
Northvolt
ArcTern Ventures
Other known investors6 additional known investors
Princeton University
The Strauch Cleantech to Market Program
Elemental Impact
LG Technology Ventures
Small Business Innovation Research
The Ecosystem Integrity Fund
Source: Dealroom Talent Intelligence.
Global footprint
team presence
Market sentiment
An AI-synthesised read of the highest-engagement posts about Liminal Insights 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
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