LIVE from Manifest 2026: Shipium CEO Jason Murray reveals why AI transformation isn't about making old processes faster but fundamentally rethinking workflows. From turning three-day analytics tasks into minutes with Orca to exploring adjacent areas such as auditing and consulting, Phillip, Brian, and Jason unpack how domain-specific AI creates competitive moats in an era when traditional advantages are dissolving.

• AI works when you rethink workflows, not optimize existing ones
• Domain-specific AI beats general LLMs through context and reduced hallucinations
• Speed of experimentation matters more than prediction accuracy alone
• Adjacent spaces, like auditing, are now accessible through AI-powered digital twins
• Traditional moats are dissolving; data and ecosystem relationships become key

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