Showcasing internal capability building & strategic clarity as the true foundations for AI success As AI technologies mature, companies face a pivotal choice: continue
outsourcing expertise and chasing data perfection, or invest in clear AI strategies, internal ownership, and real business alignment. The true competitive edge isn’t about having the most data or renting the best model—it’s about knowing why you’re using AI and who inside your company is driving it.

This talk makes the case for building internal AI fluency, appointing dedicated AI specialists, and setting a focused strategic vision—especially for SMBs. Success with AI doesn’t start with infrastructure. It starts with intent.