The Production Gap: Why Bad Data, Not AI, Blocks Scale

95% of AI pilots fail to scale—and it’s rarely the model’s fault. In this session from COLLIDE Data + AI Conference 2025, Jack Smith, Principal SE @ Syncari, tackles one of the biggest blockers to AI at scale: untrusted, fragmented data. Learn how Altair, a Siemens company, replaced legacy iPaaS and MDM tools with Syncari’s Agentic MDM™ to cut costs by 5× and lay a scalable foundation for AI. This talk also introduces a 3-phase framework to bridge the production gap—turning AI pilots into real, repeatable outcomes. Brought to you by Syncari. Subscribe for more conversations and insights from leaders shaping the future of data and AI.