Evidence-driven workflows: Rethinking enterprise process design

From runtime architecture to process design In a recent InfoWorld article, I introduced the concept of the Agent Tier — a runtime architecture that separates deterministic enterprise execution from contextual reasoning. The core idea was straightforward: as enterprise workflows incorporate more signals and adaptive models, embedding contextual judgment directly inside branching logic leads to increasingly…

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Scale AI Joins DOE’s Genesis Mission as Scientific AI Shifts Toward Data Infrastructure

AI infrastructure and software company Scale AI has signed an MOU with the Department of Energy to support the Genesis Mission – the collaborative AI for science initiative bringing together leading national labs and advanced computing environments.  The move adds another commercial AI infrastructure player to an ecosystem that is increasingly centered around integrating AI…

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AWS debuts Graviton-powered Redshift RG instances to cut analytics costs

AWS has released new Graviton-powered RG instances for its Amazon Redshift data warehouse service aimed at helping enterprises reduce both rising analytics costs and the operational complexity of modern lakehouse architectures. At the core of the new instances is an integrated data lake query engine that AWS says can run SQL analytics across both Redshift…

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