『The Distillation of Data: Alembic’s Causal AI Solution』のカバーアート

The Distillation of Data: Alembic’s Causal AI Solution

The Distillation of Data: Alembic’s Causal AI Solution

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Host E.B. Moss brought on the new GM of Alembic, Hitesh Wadhwani, during the POSSIBLE Conference in Miami, as part of a mini-series for "Insider Interviews" called “POV: Possible.” Because, as Wadhwani explains, with causal AI it's now possible for marketers to prove what actually drove business results. Wadhwani arrived at Alembic from 12 years at Google, where he helped build measurement products including Google Meridian. He explains why having more marketing data does not necessarily create more confidence — and why traditional approaches still leave CMOs and CFOs asking the same question: what actually caused the outcome? Wadhwani makes the case that LLMs were designed to predict language, not deliver the kind of precision needed for multimillion-dollar budgeting and pricing decisions. Alembic's answer is causal AI: a real-time model of the business that connects marketing channels, pricing, promotions, inventory, and more to identify not just what happened, but what caused it. He shares a standout case study involving a major airline's Olympic campaign spend. Alembic's model identified, at moment-level granularity, that the placement of the brand's logo during the medal ceremony drove more flights to Paris than any other single moment in the campaign — the kind of insight that makes causal AI feel a lot less like a buzzword and a lot more like a business tool. One of the biggest ideas in the episode is how causal AI can help close the gap between marketing and finance. Instead of separate teams using separate metrics, Alembic puts brand, performance, and measurement into one framework that gives CMOs and CFOs a shared language for decision-making. That includes getting better vision in to how to exactly measure creator and influencer marketing. Learn how Alembic's model works, and what's next for the company with NVIDIA as a compute partner. Subscribe for more Insider Interviews and share this one with the measurement skeptic on your team.
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