Founder of WorkWise Solutions (workwisesolutions.org). I build secure AI automation systems exclusively for private equity, venture capital, hedge fund, and investment banking firms. Microsoft AI Cloud Partner. Zero-retention architecture for sensitive deal data. Built AI deal screening tools, portfolio monitoring systems, IC memo automation, and LP reporting automation for firms managing $500M+ AUM. Former academic researcher on how humans adopt and resist new technology, which is why our AI implementations actually get used instead of gathering dust.