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Liminal Insights
Transportation · Emeryville, United States · Founded 2015
Battery manufacturing intelligence provider that combines ultrasound technology with machine learning to deliver advanced insights that empower manufacturers MoreLess
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.
Keywords: Electric Vehicle, Battery Manufacturing, Data Analytics, Quality Control, Production Efficiency, EchoStat®, Sustainability, Clean Energy, Innovation, Industrial Automation.
Company overview
Liminal Insights company information
The essential company record, classifications and operating signals in one place.
- Status
- Operational
- Founded
- 2015
- Headquarters
- Emeryville, United States
- Employees
- 67
- Open positions
- 4
- Dealroom signal
- 73.7
Valuation & funding
Liminal Insights 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 | ↗ |
| EARLY VC✓Equity / VC | Jun 2019 | $2M | $8M | Chrysalix Venture Capital | — |
| GRANT✓Other financing | Sep 2018 | $1.4M | — | US National Science Foundation | — |
| GRANT✓Other financing | Aug 2017 | $1.8M | — | ARPA-E | — |
| SUPPORT PROGRAM✓Other financing | Aug 2016 | The Strauch Cleantech to Market Program | ↗ | ||
| GRANT✓Other financing | Jun 2016 | US National Science Foundation | ↗ | ||
| SPINOUT✓Other financing | Jan 2015 | Princeton University | — |
Financials
Workforce over time
Available workforce history. Financial fields without reported data are omitted.
| Year | Employees |
|---|---|
| 2026 | 68 |
| 2025 | 65 |
| 2024 | 65 |
| 2023 | 82 |
| 2022 | 65 |
Growth signals
Liminal Insights website traffic
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.
Hiring
Open positions at Liminal Insights
Current openings linked to this company in Dealroom.
Comparisons
Liminal Insights compared with similar companies
Dealroom’s weighted taxonomy model identifies the closest operating peers. Company identity and context stay open; selected comparison metrics preview what is available in the platform.
| Company | Headquarters | Status | Employees | Total funding | Valuation |
|---|---|---|---|---|---|
 BasquevoltSolid-state battery technology for mass electrification |
Vitoria, Spain | Operational | 86 | $67M | $44M |
 AM BatteriesBattery manufacturing with its dry-electrode technology |
Billerica, United States | Operational | |||
 Princeton NuEnergyDelivers a cost-efficient, environmentally friendly lithium-ion battery recycling solution |
United States | Operational | |||
 Log9 MaterialsOn a mission to make global energy 100% clean from cradle to gate |
Bengaluru, India | Operational | |||
 Nordic Bio-GraphiteFossil-free, bio-based graphite for sustainable industries |
Stockholms kommun, Sweden | Operational | |||
 Adden EnergyA developer of stable, lithium-metal, solid-state batteries |
Waltham, United States | Operational | |||
 8inksSolutions for solid state batteries |
Schlieren, Switzerland | Operational | |||
 Mangrove LithiumBattery-Grade Lithium Hydroxide and Lithium Carbonate |
Vancouver, Canada | Operational |
Talent graph
Liminal Insights's talent
Source: Dealroom Talent Intelligence.
Global footprint
Where Liminal Insights has talent and traffic
team presence
In the news
Latest news about Liminal Insights
Recent press, funding announcements, and product moves mentioning Liminal Insights — open to read from the original sources.
Market sentiment
What the market is saying about Liminal Insights
An AI-synthesized read of the highest-engagement posts about Liminal Insights on X over the past 7 days. We rank by likes & retweets, ignore corporate channels, and surface the themes that broke out from real people.
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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