In the world of enterprise AI—whether in finance, logistics, or manufacturing—trust without transparency is a direct threat to the bottom line. This isn't just about bad predictions; it's about operational risk, regulatory exposure, and the erosion of competitive advantage.
Heading a 14-member engineering team at Trepp Inc., Santhosh Kumar Saminathan implements data strategies that have transformed commercial real estate analytics. His leadership method combines hands-on technical involvement with strategic team development, resulting in measurable improvements in data processing efficiency.