I came to AI from sales. Selling coaching programs and cars taught me to listen first, find out what someone actually needs, and be straight about what will and won't work. That's still how I start every engagement: with your business, not the technology.
I build, too. I've designed and shipped several AI applications and mobile apps, so I know what it takes to get from a promising demo to something a team relies on every day, and where projects usually go wrong.
Today I'm technical advisor to an AI startup, where I review an outside development firm's work against its contract, keep cloud and AI costs in check, and help steer the product toward launch. Vaulti brings that same senior, accountable guidance to growing businesses.