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  "summary": "Data Sapience completed an MDM pilot on ~1 million customer records: three AI agents wrote 100+ cleansing rules and 25+ duplicate-detection rules. The agents can only modify configuration, the core is pinned to a base commit; there are two external channels — an MCP broker and an LLM gateway.",
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