Parallel Systems Emerges From Stealth With $50 Million For Autonomous Electric Trains—But Will Its Plan Work?

David Shultz

David Shultz reports on clean technology and electric vehicles, among other industries, for dot.LA. His writing has appeared in The Atlantic, Outside, Nautilus and many other publications.

Parallel Systems
Image courtesy of Parallel Systems

Parallel Systems has big dreams for the future of railway freight operations, and it seems that the venture capital world has taken notice.

The Los Angeles-based transportation startup announced a $49.55 million Series A funding round as it emerged from stealth mode on Wednesday. The round was led by Anthos Capital, with additional investments from the likes of Congruent Ventures, Riot Ventures and Embark Ventures.

Comprised of former SpaceX, Google and Tesla engineers, Parallel Systems is aiming to develop autonomous and electric freight train cars that would make the American shipping industry greener and more efficient.


“We’ve been pretty quiet about what we’ve been doing,” Parallel Systems CEO Matt Soule, formerly the principal avionics engineer at SpaceX, told dot.LA. “Our website has been pretty barren.” Soule co-founded the company two years ago with fellow former SpaceX engineers John Howard and Ben Stabler. Including $3.6 million in seed funding, the startup has now raised more than $53 million to date.

Parallel Systems’ technology relies on replacing traditional diesel-powered locomotives with battery-powered freight cars. In its model, each train car is self-powered, and can break apart from or join together with other cars as needed. In theory, this ability to autonomously break apart and reassemble as needed would reduce the need for switching stations, where trains are reorganized and rerouted manually.

It could also drastically reduce the significant physical footprint of trains, converting them from two-mile-long behemoths into “platoons” of 20-to-50 cars that wouldn’t require massive terminals for loading and unloading. Smaller trains would be able to travel closer to their final destinations before being unloaded—reducing trucking emissions, which account for roughly 7% of all greenhouse gas emissions in the U.S., in the process.

“The opportunity we’ve been after is kind of decarbonizing freight from a new angle,” Soule said.

All of these ideas would be beneficial toward alleviating America’s clogged supply chains and reaching its ambitious carbon emission goals—if they were able to be integrated into America’s existing rail infrastructure. On that front, some experts are skeptical.

“My first instinct was that this looks like SpaceX engineers getting bored and working on something that they know nothing about,” Chris Caplice, executive director of the Massachusetts Institute of Technology’s Center for Transportation & Logistics, told dot.LA. “They didn’t think about the larger system—whether it's regulatory, the network itself, the rail operations or the labor involved. I think they just found a technological solution to a problem they wanted to solve.”

From left: Parallel Systems co-founders Ben Stabler, Matt Soule and John Howard.Courtesy of Parallel Systems

Caplice worries that Parallel Systems’ technology fails to consider the realities of America’s existing rail network. Today, rail lines are divided into signal blocks, which can range from less than a mile to 15 miles long; these blocks are in fixed geographic positions, and only one train at a time is permitted into any signal block. For the new autonomous, single-car system to work, “you would have to put in thousands more control points in different places to get the network chopped down small enough to do this,” according to Dale Lewis, the former director of strategic analysis for CSX Transportation.

Even then, it likely still wouldn’t look like what Parallel Systems is imagining, with cars continuously breaking in and out of platoons. To realize what the company is pitching, Lewis says you’d need a complete revamp of the entire rail system.

“If [Parallel Systems] can bring in a couple people who have deep experience in operations planning…and sit with them for a day to go through how this would fit in the system, they’d probably come to some different conclusions about what they’ve got,” he said.

While the startup doesn’t employ any full-time railway operations specialists, Soule says Parallel Systems has brought in “veterans from the industry” who have helped them “understand the business.” He says safety is a top priority for the company; indeed, their vehicles would feature AI that would allow them to come to a stop quicker than traditional trains. No one is going to argue against safer trains—though most modern trains already come equipped with a system known as Positive Train Control, which autonomously prevents train-to-train collisions and other human errors.

Still, the 24-person firm is planning to hire heavily on the software side as it tries to figure out how to integrate its ambitious designs into the existing infrastructure. On the hardware side, Parallel Systems is working toward the second iteration of its prototype battery-electric rail vehicle, and testing it on a closed track in California.

“We’re going as fast as we can in terms of building the tech,” Soule said.

Parallel Systems Explainer Video Video via www.youtube.com

LA Tech Week 2026: Sunday’s Event Lineup

🔦 Spotlight

LA Tech Week 2026 closes Sunday with one final day of events across Los Angeles. We have organized the remaining lineup by neighborhood so you can finish the week with a few last conversations before everyone returns to their regularly scheduled inboxes.

ARTS DISTRICT

12:00 PM

CARSON

12:00 PM

CULVER CITY

9:00 AM

  • Women in Cleantech & Sustainability Hike and Network: See Details Here
    Women in Cleantech & Sustainability

6:00 PM

  • Founders pitch competition: See Details Here
    Biomorphix solutions, Nightingale regenerative

HOLLYWOOD

10:00 AM

4:00 PM

  • AI International: Film, Music Video & Micro-Drama: See Details Here
    AI International Film Festivals

MID CITY

1:00 PM

OTHER

12:00 PM

  • ORGANIC LIFE LABS™ PRESENTS THE ALIGNMENT LAB: The Science of human performance: See Details Here
    The Blue Room Collective

SANTA MONICA

8:00 AM

1:00 PM

6:00 PM

SOUTH LA

2:00 PM

  • Future Builders : Family STEM Day: See Details Here
    Black L.A. Tech Week (Community Collective)

VENICE

10:00 AM

12:00 PM

  • How to Raise Funds to Fund Any Business Using Digital Products.: See Details Here
    DN Events

VIRTUAL

5:00 PM

WEST HOLLYWOOD

3:00 PM

Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

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LA Tech Week 2026: Saturday’s Event Lineup

🔦 Spotlight

LA Tech Week 2026 heads into the weekend Saturday with more opportunities to learn, meet fellow builders and explore what is being created across the region. Browse the day’s events by neighborhood below and find the gatherings worth leaving the house for.

ARTS DISTRICT

5:30 PM

BEL AIR

5:00 PM

CULVER CITY

10:00 AM

1:00 PM

4:00 PM

DOWNTOWN

11:00 AM

2:00 PM

  • South Asians in Space, Physical AI: See Details Here
    american south asian network

5:00 PM

7:00 PM

HOLLYWOOD

8:00 PM

INGLEWOOD

10:00 PM

LONG BEACH

10:00 AM

12:00 PM

LOS FELIZ

8:30 AM

  • Griffith Observatory Hike with Longevity Cities & Don't Die LA: See Details Here
    Longevity Cities

MALIBU

5:00 PM

MARINA DEL RAY

9:30 AM

  • The Brazen Capital Walk: Connecting Women, Capital & Opportunity: See Details Here
    BrazenEra

6:00 PM

  • Build an AI workflow editor, natively in Angular: See Details Here
    Workflow Builder

SANTA MONICA

7:00 AM

  • Founders Running Club Run in Santa Monica: See Details Here
    Founders Running Club, MongoDb

9:00 AM

  • MOLTEN - Spatial hackathon (ElevenLabs, AssemblyAI, Rokoko, Datafeel...): See Details Here
    Field Lab

2:00 PM

3:30 PM

6:00 PM

7:00 PM

SOUTH LA

7:00 PM

THE VALLEY

7:30 PM

UCLA

11:00 AM

USC

9:00 AM

10:00 AM

10:30 AM

VENICE

8:00 AM

  • Open Air Health Tech: See Details Here
    Open Air Health Tech, Bowshock, Govitamins App

10:00 AM

10:30 AM

11:00 AM

12:00 PM

6:00 PM

  • Bots, Bytes & Bubbles Benefit: See Details Here
    Distinguished Minds Institute dba thinqueBytes®

VIRTUAL

9:00 AM

  • Ask a VP of Sales: Live GTM Office Hours for Early-Stage B2B Founders: See Details Here
    Kat Rucker Consulting Group

11:00 AM

WEST HOLLYWOOD

11:00 AM

  • The 10x Engineer Showed Up. The 10x Organization Didn't.: See Details Here
    Workflow Builder, Tentaro

3:00 PM

WESTSIDE

11:00 AM

2:00 PM

  • Graphic Design & Digital Printing Meetup: See Details Here
    Big Frog Custom T-Shirts & More of West LA

7:00 PM

WESTWOOD

12:00 PM

Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

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LA Tech Week 2026: Friday’s Event Lineup

🔦 Spotlight

The workweek may be winding down, but LA Tech Week 2026 is not finished yet. Friday’s events are organized by neighborhood below, making it easier to choose where to spend the day before the week shifts into its weekend programming.

ARTS DISTRICT

9:00 AM

7:00 PM

BEL AIR

10:30 AM

  • Bel Air Mansion Creative Brunch: Investors, & Artists: See Details Here
    Amino Capital

BEVERLY HILLS

8:00 AM

  • Founders & Builders: Morning Walk/Run + Coffee Meetup: See Details Here
    FitMatchLA
  • Music-Tech : Move with the Global Ikon & Lululemon: See Details Here
    The Global Ikon

8:00 PM

BRENTWOOD

8:30 AM

CULVER CITY

8:30 AM

  • Where, not How: a Roundtable on Scaling AI Adoption: See Details Here
    Mellonhead, Gamma

11:30 AM

4:00 PM

DOWNTOWN

12:30 PM

  • Rocket Launch: A USC Builders Night by TroyLabs: See Details Here
    TroyLabs - USC's premier startup accelerator

1:00 PM

2:00 PM

  • Inner Alignment: Experience Self-trust in Navigating Complexity: See Details Here
    Meridian Collective

2:30 PM

  • From Story to Revenue: How AI Is Reshaping Microdrama: See Details Here
    Storyverse, Soulscape

3:00 PM

  • Reinventing AI Infrastructure: See Details Here
    Karmel Capital, The University of Michigan Ross School of Business

5:00 PM

  • Built Different: Outliers, Underdogs and the Next Breakout: See Details Here
    Forty.5 Capital Ventures

5:30 PM

6:00 PM

  • The Music AI Can't Hear: What's Actually Missing from the Future of Sound: See Details Here
    Motif

6:30 PM

  • HR & PEOPLE LEADERS ROOFTOP HAPPY HOUR . Leadership Signals: See Details Here
    Speech & Mind

EL SEGUNDO

7:00 PM

HOLLYWOOD

10:00 PM

HOLLYWOOD HILLS

12:00 PM

  • Early stage co-founder matching: Virtual Speed Networking: See Details Here
    Kept

INGLEWOOD

7:00 PM

MARINA DEL RAY

3:00 PM

  • South Asians Shaping Digital Media: See Details Here
    american south asian network

7:00 PM

  • Tech Industry Speed Networking Marina Del Rey: See Details Here
    Los Angeles Fun Events
  • The New Wave: The Future of Hollywood In the Age of AI: See Details Here
    american south asian network

MID CITY

8:00 AM

OTHER

8:30 AM

  • Wedbush Ventures x Women in Product Breakfast: See Details Here
    Wedbush Ventures

10:00 AM

12:00 PM

2:30 PM

5:00 PM

  • Get Wired with Senra Systems!: See Details Here
    Senra Systems, Lowercarbon, Stifel

6:00 PM

6:30 PM

7:00 PM

PASADENA

12:00 PM

4:00 PM

  • Pasadena Ascends: VIP Closing Reception, Hosted by Wedbush: See Details Here
    Innovate Pasadena

PLAYA VISTA

10:00 AM

  • AI LAX Summit - Culture meets AI: See Details Here
    Governlayer.AI, AILAXSUMMIT.com, Google

6:00 PM

SANTA MONICA

8:15 AM

8:30 AM

  • Silicon Beach Volleyball Social: See Details Here
    Holland & Knight, JP Morgan, Mucker Capital

10:00 AM

  • Gen AI Observability for Engineering Leaders: See Details Here
    Amazon Web Services

11:00 AM

1:00 PM

  • Future of Photography : Discussing the future of image capture and IP protection. Cigar Lounge: See Details Here
    VICEVERSA EDITIONS
  • Self-Host Frontier AI: Running Open-Weight Models on AWS: See Details Here
    Amazon Web Services

3:00 PM

5:00 PM

  • Gold House x Speedrun Investors Social: See Details Here
    Gold House Ventures, a16z Speedrun

5:30 PM

  • The Autonomous Playbook: Scaling Revenue faster with AI.: See Details Here
    GrupaAI

6:00 PM

7:00 PM

8:00 PM

SUNSET

7:00 PM

UCLA

6:00 PM

  • The Builder's Lounge - Jazz Bar Demo Night with VEST x Cognition: See Details Here
    VEST at UCLA

USC

Fri, Oct 16 · 5:00pm — Sun, Oct 18 · 5:00pm

Fri, Oct 16 · 5:00pm — Sat, Oct 17 · 5:00pm

VENICE

7:30 AM

9:00 AM

  • Content in Tech: Coffee & Creators: See Details Here
    Narrative Content Studio, YT Jobs

11:00 AM

12:00 PM

  • What REALLY Happens After You Raise (But No One Talks About) - Funded Founder Lunch @: See Details Here
    Grow Through Story

2:00 PM

4:00 PM

5:00 PM

  • Sell before you build: See Details Here
    USC Entrepreneurship and Venture Management Association

6:00 PM

  • A16Z | ElevenLabs - Official Afterparty: See Details Here
    ElevenLabs, a16z Speedrun

7:00 PM

VIRTUAL

9:00 AM

  • Ask a VP of Sales: Live GTM Office Hours for Early-Stage B2B Founders: See Details Here
    Kat Rucker Consulting Group

11:00 AM

  • Vibe Marketing in the Age of AI Agents: Live Workshop: See Details Here
    Juliet AI, Inc.

1:00 PM

2:00 PM

WEST HOLLYWOOD

11:00 AM

7:00 PM

  • NO HUMAN, NO CREATIVITY? Who Creates Culture Now?: See Details Here
    xVibe AI, HFE Events

WESTWOOD

9:00 AM

  • UCLA Tech + Society Conference: See Details Here
    Easton Technology Management Center

Each session provides unique opportunities to gain insights, network, and explore various fields of tech innovation. For updates or more event information, visit the official Tech Week calendar.

Download the dot.LA App

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