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Walsh of KPMG agreed with Cappelli’s takeaway, saying that “embedding AI into a business takes time.” Organizations have to “rework all of the process flows,” which includes cleaning up their internal data, aligning all their data flows in the same direction, and doing so across the entire business, across the back office, front office, or middle office, whichever the company is focusing on. Large companies—and those with the capital to invest—have been doing this for the past two years already, he said, characterizing it as just a start. “There’s so much work to be done around this.”