A Guide for Startups: Scaling a PoC to Production System Without Going Up in Smoke

Discover practical strategies for scaling proof-of-concept (PoC) projects to production-ready AI systems in this 38-minute conference talk from MLOps World: Machine Learning in Production. Learn from Maia Brenner, an AI Specialist at Tyrolabs, as she shares insights on avoiding common pitfalls during the PoC phase and successfully transitioning AI initiatives into core business practices. Explore a simple framework for PoC development that enables startups to break away from the pack and effectively implement AI solutions. Gain valuable knowledge on assessing the feasibility, impact, and ROI of various AI initiatives, ensuring your startup can harness the full potential of artificial intelligence without going up in smoke.