Codoflow for Startups: Reinventing Data Architecture for AI Success #ai #technology #machinelearning #dataanalyticsbr br Ever wondered why so many AI projects fall flat—despite great teams and tools? It often comes down to one silent saboteur: your data architecture.br br In this episode, we sit down with Stefan Opitz, Founder & COO of Codoflow, to explore how SMEs can build AI-ready infrastructure by rethinking data modeling from the ground up.br br br br What You'll Learn:br br * Why traditional top-down data modeling fails fast-growing companiesbr br * How bottom-up modeling enables real-time transparency and integrationbr br * Why data quality and ownership are critical to AI successbr br * How Codoflow brings real-time collaboration to data design—finally killing the spreadsheetbr br * What SMEs must do today to future-proof their data for AI, compliance, and scalebr br br Guest Spotlight:br br Stefan Opitz, COO and Co-Founder of Codoflow, brings decades of experience in IT consulting and integration projects. Frustrated with outdated frameworks and documentation, he built Codoflow to provide a pragmatic, design-first, collaborative data modeling platform tailored for mid-sized companies and tech-forward teams.br br Emotional Close + CTA:br br Loved this conversation? Follow Startuprad.io, subscribe on Spotify and Apple Podcasts, and drop us a ⭐⭐⭐⭐⭐ review. Share this with a founder, CIO, or investor who cares about making smarter, AI-driven decisions.