About us

Humans + agents = decisions you can defend

Founders

AI alone decides nothing, experts alone do not scale:Compass is where both work from the same evidence.

From Cassa Depositi e Prestiti Venture Capital to McKinsey, from Rocket Internet to Hype and Axerve — three careers spent building, financing and running the systems large organisations depend on.

We started MarketLabs to close a gap we kept meeting from every side: the data was already inside the building, and the decision still came down to whoever could hold the most of it in their head. Compass is the answer we owed those teams — the systems connected, what they know resolved into one model, and agents doing the work with the evidence attached.

Fabio di Gioia

He built his experience across venture capital and international scale-ups. At Cassa Depositi e Prestiti VC and Rocket Internet he backed and scaled technology companies — years spent judging a business on what could actually be verified about it, which is the question Compass now answers at scale.

CDP Venture CapitalRocket Internet

Fabio Caccia

With a background at McKinsey and Accenture, he has led transformation programmes inside large corporates. They are the organisations Compass is built for, and the reason it starts from the systems a company already runs instead of from a migration.

AccentureMcKinsey & Company

Guido Frascadore

Entrepreneur and product leader, he contributed to the growth of fintech companies such as Hype and Axerve. Building regulated products is where the habit Compass keeps comes from: every output carries the trail that produced it.

HypeAxerve