Our data

Startup ecosystems

Our machine-learning systems track the startup landscape from day one on. Combined with our data on technological potential, our startup radar identifies disruptive future technologies, ecosystem dynamics and the firms most likely to translate them into innovation.

Startups translate technological possibilities into the economy. They create new markets, assemble new teams, test demand and reveal where a capability is becoming commercially relevant before it appears in any conventional industry classifications.

We follow this process from the earliest visible signals. Company descriptions, web presence, funding and growth indicators, hiring language and domain-level traces allow us to see how young firms position themselves, which technologies they combine and which ecosystems begin to form around them.

Combined with our technology data, this becomes a map of frontier-work ecosystems: the places where new technologies become firms, sectors and labour demand. It helps organisations identify emerging clusters, understand their feedback loops and decide where leverage points can be used to shape the trajectory rather than merely follow it.