AI platforms for post-merger integration are changing how roll-ups achieve operational consistency by accelerating process, data, and workflow harmonization across newly combined entities. This article explains why integration lag persists, how AI-native orchestration compresses harmonization timelines, and how Haptiq’s ecosystem supports repeatable early-stage execution across portfolios.
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