The Factory
for Deep Tech
Macle bridges the gap between frontier AI research and the market. We scan scientific progress in real-time to architect, team, and launch the next generation of venture-backed companies.
How a paper becomes a company.
Signal Detection
We process the frontier of scientific discovery through a proprietary lens. Our engine filters the global stream of research to isolate the rare breakthroughs with the highest commercial "Alpha" where technical readiness meets an urgent market gap.
Venture Architecture
We bridge the gap between deep tech and execution. We synthesize research into actionable venture concepts and match them with a vetted circle of second-time founders and elite operators.
Strategic Velocity
We place these ready-to-launch ventures directly into the hands of the right capital and corporate partners. By connecting our engineered spinouts with strategic investors and early corporate adopters, we ensure the first step out of the lab is toward a $1B exit.
Born inside the world’s largest deep-learning institute.
Macle was founded inside AI Institute Mila, the academic home of roughly 1,400+ researchers across applied ML, biotech, climate, and the natural sciences. We sit at the loading dock of the research that becomes the next decade of companies.