The Open Data Science Conference has shared a recording of AlignAI cofounder and CEO Rehgan Bleile’s keynote on fragmented enterprise AI programs. Her session examines what happens when business leaders and the teams responsible for delivery approach the same initiative with different assumptions. ODSC’s recording announcement

ODSC’s overview describes a shared AI blueprint that brings business context into system design before major build decisions are locked in. Bleile addresses data readiness and the controls needed in production, including evaluation and access policies. The discussion connects those requirements to the intended business impact.

For leaders committing money to AI, this is a question of investment quality. A team may agree that an idea is attractive while holding different expectations about the data it needs or the consequences of an error. Surfacing those differences early gives the sponsor a more informed basis for deciding what to fund and what must change first.

Watch Rehgan’s ODSC keynote

AlignAI gives teams a shared view of AI initiatives so business priorities and delivery requirements can be assessed together.

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