Grant matching that actually closes: designing for the 5% hit rate
Most grant tools optimize for volume of matches. The only metric that matters is award rate. Here is how BioGrowth is engineered around it.
Grant matching platforms are usually judged by how many opportunities they surface. That metric is worse than useless — it rewards noise and punishes founders whose time is the scarcest resource in the venture.
BioGrowth ranks opportunities by the only signal that pays rent: predicted award probability, conditioned on the team, the modality, the TRL, the geography, and the historical funding pattern of the specific program officer. When we route a Horizon Europe call to a founder, we are not saying "this is relevant." We are saying "your project profile lies inside the funded envelope of the last three cohorts of this program, and you are missing exactly two artifacts to be competitive."
That framing changes the tool from a search engine into an operator. It is also why our grant module is built next to the BioPlan and the pitch builder, not in a separate silo — because the artifacts a program officer scores are the same artifacts an investor scores.