For investors, the founder’s pedigree, market size, product, and financials do not suffice. They want to know how the data is sourced, how AI models were trained, how reliable the outputs are, and whether customers are seeing real value.


For investors, the founder’s pedigree, market size, product, and financials do not suffice. They want to know how the data is sourced, how AI models were trained, how reliable the outputs are, and whether customers are seeing real value.