Parallel Systems Funding, Investors & Competitors

Parallel Systems has raised $191M across 4 funding rounds, most recently a $100M Series C in October 2026.

Last Parallel Systems funding round

$100M

Series C · Oct 2026

Cumulative funding Parallel Systems raised

$191M

across 4 funding rounds

Key investors in Parallel Systems

  • Congruent Ventures
  • Anthos Capital
  • Riot Ventures
  • Collaborative Fund
  • Embark Ventures
  • AVP
  • Hillspire
  • Agility Global

Parallel Systems Overview

About Parallel Systems

Parallel Systems is an Anaheim, California-headquartered developer of battery-electric autonomous railcars for short-haul freight. Its vehicles integrate with existing U.S. rail networks to transport containers and trailers on routes under 1,000 miles, reducing truck traffic and emissions. Parallel Systems has secured contracts with Class I railroads for pilot deployments.


Founded

2020

HQ

United StatesLos Angeles, CA

Status

Privately held

Customer focus

B2B

Revenue model

Product sales

Parallel Systems Funding History

Parallel Systems has raised a total of $191M across 4 funding rounds.

Parallel Systems' first fundraising round was a $4M seed round in June 2020. The most recent completed round was a $100M Series C in October 2026.

Parallel Systems funding rounds

Parallel Systems funding rounds
DateStageInvestorsRaisedDeal Summary
Oct 2026Series CAVP (lead); Riot Ventures; Cobalt Capital; Anthos Capital; Hillspire; Agility Global; Collaborative Fund; Congruent Ventures$100MAVP led a $100 million Series C in Parallel Systems, an autonomous rail company based in Los Angeles, with participation from Hillspire, Agility Global, Cobalt Capital, Anthos Capital, Congruent Ventures, Riot Ventures and Collaborative Fund, as reported on 7 October 2026. The round pushes the company's total funding past $200 million, according to the report. The company had earlier closed a Series B round in April 2025, the same month it announced a first commercial pilot following Federal Railroad Administration approval. Parallel develops the Panther, a battery-electric autonomous rail vehicle that hauls several tons of freight up to 500 miles without an operator, and its website says the technology is meant to convert freight from truck to rail. The company has been testing on 160 miles of track near the Port of Savannah in Georgia. In September 2026 the company and Agility agreed to bring Parallel's platform to the GCC and EMEA. Parallel Systems was founded in 2020 by former SpaceX avionics engineers and has its office in Los Angeles.
Apr 2025Series BAnthos Capital (lead); Riot Ventures; Collaborative Fund; Congruent Ventures$38MParallel Systems, a Los Angeles-based startup founded in 2020 by former SpaceX engineers including CEO Matt Soule, develops an autonomous battery-electric rail system to modernize freight rail. The technology enables smaller, flexible platoons of 10-30 electric railcars that operate without traditional couplings, aiming to decongest roadways, reduce shipping costs, cut pollution, and create high-skilled jobs by expanding railroads into shorter-route transportation. On April 14, 2025, Parallel Systems raised $38 million in a Series B funding round led by Anthos Capital, with participation from Collaborative Fund, Congruent Ventures, Riot Ventures, and others. This brought the company's total funding to approximately $100 million, including prior rounds such as a $49.55 million Series A in 2023 and $3.6 million in seed funding. The new capital supports commercialization efforts with railroad partners in the U.S. and Australia. A key milestone was securing Federal Railroad Administration approval to deploy its railcars on a 160-mile stretch across two Georgia railroads, from the Port of Savannah to distribution sites, for its first commercial pilot launching in April 2025, with full commercialization targeted for 2026. The company, with around 24 employees at the time of earlier funding, plans to hire heavily in software and advance its battery-electric rail vehicle prototypes tested on closed tracks in California. Investors highlighted Parallel's regulatory progress as a competitive moat in the rail industry. The firm has interest from global partners but focuses initially on the U.S. and Australia, positioning itself to address short-haul logistics more efficiently and sustainably than trucking or traditional rail amid rising demand for greener freight solutions.
Jan 2022Series AAnthos Capital (lead); Riot Ventures; Embark Ventures; Congruent Ventures$50M-
Jun 2020SeedCongruent Ventures (lead); Embark Ventures$4MParallel Systems develops autonomous battery-electric rail vehicles to decarbonize and automate rail freight, founded in January 2020 by former SpaceX engineers Matt Soule, John Howard, and Ben Stabler. The company aims to enable railroads to shift freight from the $700 billion U.S. trucking industry to rail using electrified, single-container or double-stacked vehicles on existing infrastructure. Congruent Ventures and Embark Ventures participated in early funding for Parallel Systems, a deep tech startup in autonomous zero-emissions freight transportation. Parallel Systems emerged from stealth in January 2022 with a Series A round of $49.55 million led by Anthos Capital, including Congruent Ventures, Embark Ventures, and Riot Ventures, bringing total funding to $53.15 million at that point. The funds supported building a fleet of rail vehicles, advanced testing, and team growth. Later rounds included a $38 million Series B led by Anthos Capital with returning investors Congruent Ventures and Embark Ventures. Cumulative funding reached $92 million across three rounds by available records.

Who has invested in Parallel Systems?

9 investors have backed Parallel Systems across its funding rounds, including Congruent Ventures, Anthos Capital, Riot Ventures, Collaborative Fund, Embark Ventures and AVP.

Lead investors include AVP, Anthos Capital and Congruent Ventures.


Parallel Systems Investors

Investors in Parallel Systems by funding rounds participated
InvestorHQRoundsRoleFirst check
Congruent VenturesUnited StatesSan Francisco, CA4LeadJun 2020
Riot VenturesUnited StatesLos Angeles, CA3ParticipantJan 2022
Anthos CapitalUnited StatesSanta Monica, CA3LeadJan 2022
Embark VenturesUnited StatesLos Angeles, CA2ParticipantJun 2020
Collaborative FundUnited StatesNew York City, NY2ParticipantApr 2025
Cobalt CapitalUnited StatesLos Angeles, CA1ParticipantOct 2026
AVPFranceParis1LeadOct 2026

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Parallel Systems Competitors

Parallel Systems competitors include listed companies like Tesla, XPENG, Joby Aviation and Ninebot, and private ones like SK on and GAC Aion.

Public and private companies comparable to Parallel Systems
CompanyHQStatusRevenueEBITDAValuationRevenue Multiple
TeslaUnited StatesUnited StatesPublicly listed$95B$10B$1.4T13.1x
XPENGChinaChinaPublicly listed$12B$157M$9.5B0.9x
Joby AviationUnited StatesUnited StatesPublicly listed$53M($932M)$6B36.8x
NinebotChinaChinaPublicly listed$3.2B$337M$3.8B0.6x
SK onSouth KoreaSeoulPrivate$5.8B-$17B2.9x
GAC AionChinaGuangzhouPrivate$2.5B-$15B6.0x

Parallel Systems Public Comps

Parallel Systems is still privately-owned, but its public comps include Tesla, Siemens, CATL, Schneider Electric, ABB, Hitachi, Mitsubishi, BYD, Emerson Electric and Johnson Controls.

Last FYEV/RevenueEV/EBITDA
RevenueEBITDALast FYLTM2027ELast FYLTM2027E
Tesla$95B$10B14.6x13.1x137.6x93.2x
Siemens$88B$15B3.0x2.8x18.0x15.5x
CATL$64B$16B2.3x1.7x9.2x7.8x
Schneider Electric$45B$9.2B3.7x3.4x18.2x15.5x
ABB$33B$6.9B4.5x4.0x21.8x18.2x
Hitachi$67B$11B1.8x1.7x11.3x10.7x
Mitsubishi$120B$8.5B1.2x1.2x17.5x21.4x
BYD$121B$18B0.9x0.9x6.4x5.9x

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Common questions about Parallel Systems

When was Parallel Systems founded?Parallel Systems was founded in 2020.
Where is Parallel Systems headquartered?Parallel Systems is headquartered in Los Angeles, CA, United States.
Is Parallel Systems publicly listed?No, Parallel Systems is a private, VC-backed company.
How much funding has Parallel Systems raised?Parallel Systems has raised $191M across 4 funding rounds.
What was Parallel Systems' last funding round?Parallel Systems' last funding round was a $100M Series C in October 2026, led by AVP.
Who are Parallel Systems' investors?Parallel Systems' investors include Congruent Ventures, Riot Ventures, Anthos Capital, Embark Ventures, Collaborative Fund, Cobalt Capital, AVP, Hillspire and Agility Global.
Which companies are comparable to Parallel Systems?Companies comparable to Parallel Systems include Tesla, XPENG, Joby Aviation, Ninebot, SK on and GAC Aion.

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