I work with founders and leadership teams to turn AI from theory into production reality. This session is designed for startups navigating critical decisions around AI product strategy, architecture, governance, or scale. We will focus on real constraints: data readiness, infrastructure choices, security and compliance risk, organizational alignment, and execution timelines. I bring hands-on experience building and scaling AI systems used by hundreds of millions of users, as well as advising executives and boards on high-stakes AI decisions. Sessions are practical, direct, and outcome-oriented. Expect clarity, tradeoff analysis, and concrete next steps rather than abstract frameworks. This is a good fit if you are: 1. Building an AI-first product or platform 2. Moving from prototype to production 3. Evaluating model, vendor, or architecture choices 4. Preparing for investor or board-level AI scrutiny 5. De-risking AI adoption from a security, privacy, or compliance perspective This is not a sales call or a beginner overview. Come with context and real questions. You will leave with decisions unblocked.

Linkedin

https://www.linkedin.com/in/andrewquillenmba/

Advisory Scope Summary

AI product strategy, system architecture, generative AI deployment, governance and risk mitigation, executive decision support, and scale readiness.