Aisling has spent decades working across some of the most different environments you can imagine — mom-and-pop shops, tech startups in Canada and Luxembourg, education, telecommunications, and years living in tech-forward cities in China. That breadth is exactly what makes her perspective on AI so refreshing. She's the founder and CEO of Crystallized Intelligence, an AI consultancy with a mission that goes beyond efficiency: triggering a small business renaissance. Supporting local communities. Building more resilient economies — one practical AI solution at a time. Aisling combines deep business operations knowledge with a full-stack development background to build AI solutions that actually work for real businesses — and that respect data privacy while doing it.