Venture Capital Must Fix Its Data Problems to Back the Best AI Ideas
Venture capital mixes science with art when picking winners.
Founders often share data that highlights only the good parts.
Why Current Data Practices Fall Short
This creates an uneven view for investors trying to judge true potential.
Artificial intelligence tools now help sort information but still rely on what founders provide.
Real company records like payments and sales figures offer a clearer picture instead.
Experts with experience at large tech firms see how detailed data changed decisions in other industries.
Using better sources lets analysts focus on team strength rather than basic checks.
How Better Tools Could Change Funding Outcomes
More companies with steady growth might then receive support they currently miss.
New types of AI hardware will need fresh ways to measure success beyond old metrics.
Stronger data systems help investors move faster on promising deals.
Everyday people benefit when good ideas get funded and turn into useful products.
The industry should build solid foundations now to support future innovation.
