Exploring AI at the intersection of growth, ops, and automation: RAG copilots, multi-agent workflows, churn and fraud detection, dynamic pricing, and AI assistants for sales, marketing, and executive decision-making. Strong focus on modular architectures, open-source models, and on-prem / hybrid deployments.