We back founders
rebuilding systems
that run the world.

A New York-based pre-seed and seed fund investing in AI for critical infrastructure.
Read the Fund III thesis →

Loft Orbital Crisp Deepnight RyboDyn Parametric Array Labs
T H E   F O U N D E R S   W E   B A C K

They see, move, and build differently.

Swell backs pre-seed and seed founders who see, move, and build differently.

They see what others don’t.

They possess unique insight from the inside of an industry, but think with an outsider perspective.

They move before others will.

They act ahead of consensus, learn rapidly, and move faster than anyone else.

They build what others can’t.

Technical depth. Commercial instincts. The rare combination that turns insight into revenue.

One Thesis. Four Sectors.

We back founders rebuilding the systems that run the world with AI. Read the Fund III thesis →

Enterprise
01. Enterprise infrastructure

Software that runs, coordinates or secures consequential operations, with deep integration into the customer’s business.

Space & Defense
02. Space & defense

Satellite platforms and defense technology built to operate under mission conditions.

Bio
03. Biology

Companies combining foundation models with wet labs, where experiments test what the models predict and generate data that improves the next round of designs.

Industrial
04. Industrial systems

Energy, robotics and manufacturing companies developing new ways to expand resources, produce energy and automate physical work.

Companies rebuilding what matters.

Loft Orbital
Space infrastructure for any mission.
Space & Defense
Crisp
Reducing global food waste with data and AI.
Enterprise
Deel
Leading the global remote-work revolution.
Enterprise
ScienceIO
Unlocking the power of untapped biomedical data.
Acquired $140M
Legalpad
The first software solution to simplify employment-based immigration.
Acquired
Credal
Security layer for enterprises leveraging AI.
Enterprise
Deepnight
Night vision, powered by AI.
Space & Defense
Array Labs
Mapping the earth in 3D.
Space & Defense
RyboDyn
Developing therapies using untapped proteins in the human body.
Bio
Modern Intelligence
Advancing national defense capabilities with AI.
Space & Defense
Askari
Intelligent defense for the age of robotic warfare.
Space & Defense
IronGrid
Foundation industrial AI models for risk and quality.
Industrial
Godela
Foundational AI for the physical world.
Industrial
Parametric
Autonomous robots, starting with warehouses.
Industrial
Exodys
Recycling spent nuclear fuel into tomorrow’s energy supply.
Industrial
Treasure
Transforming idle business cash into revenue.
Enterprise
mParticle
The leading API middleware for enterprise marketers.
Acquired
PebblePost
Reinventing direct mail.
Enterprise
TapAd
The first cross-device online identity solution for marketers.
Acquired $360M
Northstar
Unbiased financial guidance for everyone.
Acquired
Fiveable
Making learning social.
Edtech
Sharpei
Enabling retailers and brands to launch product subscriptions.
Enterprise
Klerk
Simplifying corporate travel and events.
Enterprise
Curafi
Expanding access to life-saving medication.
Bio

“The difference with Swell is they get you revenue, not just capital. Those early hires closed the first deals and helped build the machine. They have a worldview that resonates with me, startups are won by people not technology.”

Are Traasdahl · CEO & Co-Founder, Crisp

Rusty Ralston and Jay Patil

Operators turned investors.

Partners for 15+ years. From our first angel check into TapAd ($360M exit) to our current fund, we’ve been building together for our entire careers.

Rusty Ralston & Jay Patil

We don’t outsource conviction. We operate as a single unit. One shared judgment, one decision. We earn our access through the trust of the founders we serve. That stability, shared judgment, and operational DNA comes standard with every check we write.

When we find the right founder, the best part of this job is two words: “We’re believers.”

Pattern Recognition

We were building AI companies before it was a category. Met in 2008 as early employees at an AI startup, long before the hype cycle made it fashionable.

We’ve been investing in critical infrastructure since 2018, when space, defense, and bio weren’t yet consensus trades. We know what early-stage chaos feels like. The weight of delivery when nobody else believes yet.

10,000+ hours assessing founders and operators: that’s where the pattern recognition comes from. We know what exceptional founders look like across contexts and domains.

You Win With People

The founder is the expert. Our job is to recognize it early, then help them build the team.

We don’t just write checks. We build the teams that build the companies. Early-stage outcomes follow power laws, and so does early-stage hiring. The right person changes everything.

75+ VP-level placements across the portfolio. From Sales and BD to Marketing and Product, we identify the gaps before they become bottlenecks. We productized that judgment as Archetype, hiring software built from those 10,000+ interviews, free to every founder we back.

We help founders build the team, pressure-test the go-to-market, and get to revenue faster. Not as a “platform service.” As partners who show up in the messy middle.