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Cross-industry leaders compared AI transformation across very different starting points - from greenfield platform roll-ups to century plus-old, regulated incumbents. Despite variance in maturity, themes converged on: simplify and standardize first; keep the core thin; push differentiation to data products and AI at the edge; and treat culture as the hardest constraint.
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