Systems of Autonomy
Autonomous systems that sense, decide, act, and learn end-to-end—performing work and driving business outcomes across physical-world and digital operations.
We specialize in autonomous operations and systems to unlock step-change performance in the world’s essential industries.
We back seed and pre-seed founders who are building the Autonomy Revolution. We focus on vertical autonomous operations and systems in essential industries, including manufacturing/industrial, supply chain/logistics, infrastructure, commerce/trade, and healthcare & finance. These systems sense, decide, act, and learn — performing work, driving outcomes, and unlocking step-change performance.
Autonomy Revolution
The Problem:
The world’s essential industries—including manufacturing/industrial, supply chain/logistics, infrastructure, commerce/trade, and healthcare & finance—face persistent, structural challenges. Their core operations are pressed by four pervasive and compounding problems: stagnant productivity, structural labor shortages, rising cost curves, and operational complexity beyond human scale. These problems are not solvable with incremental tools or additional headcount. They require a fundamental shift toward autonomous operations and business models.
The Solution:
The Autonomy Revolution represents a transformative leap forward, enabling businesses to unlock step-change operational performance. AI is shifting from passive, intelligence-focused tools toward active, autonomous systems that sense, decide, act, and learn to drive real-world outcomes. Over time, these become autonomous super-capabilities that can deliver advantages—such as speed, scale, optimization, or accuracy—in specific domains beyond human capabilities. The Autonomy Revolution will transform operations and business models, liberate work, and elevate human potential.
At Rebellion, we back the founders building the Autonomy Revolution.
Our Focus – Backing the Autonomy Revolution
Vertical Specialization
Focus on essential industries: manufacturing/industrial, supply chain/logistics, infrastructure, commerce/trade, healthcare & finance—where specialized operations, data, trust, and go-to-market matter.
Autonomous Super-Capabilities
Agentic AI systems, specialized data, robotics, computer vision, and physical AI — enabling actions that improve speed, scale, optimization, accuracy, or cost.
Step-Change Operational Performance
Platforms that rewrite operations and business models — unlocking step-change performance.
Compounding Advantage
Systems that learn through operational use, improve, and expand—becoming more embedded and valuable over time.
Stage Focus
We partner with autonomy-native founders in the seed and pre-seed stage. We look especially for the following characteristics:
- Exceptional team of rebels with integrity, who challenge the status quo, show outstanding potential, and bring deep insights.
- Compelling problem that truly matters for customers.
- Revolutionary value from Autonomy, rewriting business models and processes to unlock step-change operational performance.
- Customer insight and validation, understanding the problem and solution value from the customer’s perspective.
- Potential to go big by winning in large markets, scaling rapidly, driving network effects, and expanding into a platform.
Geographic Focus
We invest in the USA and Canada with a primary focus on U.S.-headquartered companies.