AI infrastructure · Robotics · Industrial AI · Life sciences

Every company starts as a hypothesis.

The difference between a frontier technology company that plateaus and one that achieves commercial scale is the strategic clarity that enables rapid execution.

Hypothesis advises founders and corporate innovation teams bringing frontier technology into complex, regulated markets. We help you pressure-test foundational assumptions, sharpen your commercial narrative, and turn working prototypes into scalable businesses.

Megan Groves of Hypothesis on stage at Hardware Pitch Night, speaking to a room of founders
Hypothesis at Hardware Pitch Night.How we work

Frontier technology rarely fails in the lab. It fails in the gap.

The technology works and the demo impresses. But scaling demands a different kind of rigor: pilots may fail to convert, sales cycles can outrun runway, hardware margins often erode under pricing pressure, and buyers can struggle to separate genuine breakthroughs from science projects.

We operate directly in that gap between technical feasibility and commercial viability. We build from the factory floor up, not the model down - starting with the operators who must buy, deploy, and trust your system, then working backward to your product, pricing architecture, and go-to-market strategy.

70+Deep tech startups advised on landing first customers
15+Years bringing frontier technology to market
3Founder exits across the team

Where we help

Targeted advisory at the pivotal moments that determine a company's trajectory.

Commercial strategy

Identify the first customer who will pay, and the second who proves it is repeatable. Positioning, pricing architecture, and pilot structures designed to convert into binding purchase orders.

Market entry and expansion

Decide where to play next—which segments, geographies, and use cases to pursue, in what order, and what it takes to win there. Market sizing and competitive analysis built to withstand scrutiny.

Product and AI strategy

Plan the transition from demo to deployment, make decisive build-versus-partner choices, and structure your product organization to ship reliably.

Selected engagements

Have a hypothesis worth testing?

It begins with an introductory conversation. No pitch, no obligations—just an objective assessment of where your company stands and the clearest levers to move forward.

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A first conversation

Request a call

We'll follow up by email to arrange a time.