Episode notes

Welcome to the CanadianSME Small Business Podcast, hosted by Maheen Bari. Today, we explore how organizations can move beyond AI experimentation and build scalable, secure, and measurable systems that deliver real business value. Joining us is Emily Steen , AI Solutions Developer and Forward Deployed Engineer at Thrive . Emily shares how businesses can design production-ready AI workflows, implement strong governance, and confidently scale AI initiatives across their operations.

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