Off-market sourcing
Collaboration Capital's technological edge lies in its method for identifying targets: semantic clustering and machine-learning algorithms, rather than sector and administrative classifications. Official activity codes put companies into boxes that cannot answer an acquirer's overall objective — they ignore actual activity, distribution model, customer type and business model. Semantic analysis, by contrast, reads what companies actually do and maps those that match the acquisition thesis in all its dimensions, including — and above all — those that are not for sale. In the market for this deal, that is what singles out, among the tens of thousands of entities the classification files under engineering and technical studies, the controlled-environment firm — its rare qualification, its patent, its pharmaceutical client base — the exact needle in the haystack of engineering consultancies.