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Why we built matchmaking prediction into our AI

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Research is great, it creates real knowledge. But knowledge only moves the needle when it lands in front of the people who can do something with it.

Each year, millions of scientific publications introduce new technologies and insights. Yet identifying which company, grant, or strategic partner aligns with a specific research output remains a complex and resource-intensive task.

This is why we built matchmaking prediction into our AI.

Matchmaking prediction allows us to anticipate potential connections between research outputs and relevant external stakeholders, whether companies, grant programmes, or strategic partners. Rather than waiting for collaboration to happen organically, our models analyse technological alignment, market signals, and ecosystem activity to identify where meaningful connections are most likely to emerge.

The result is faster and more accurate matchmaking, increasing the likelihood of collaboration, funding success, and technology uptake.

Because innovation is not only about discovery, but also about connection.