AI agents act on five‑year‑old marketing data, risking compliance and pipeline
Most B2B marketing stacks still run on data layers built three to five years ago, before today’s consent rules and updated lead scoring. AI agents now consume that stale data at scale, suppressing high‑value prospects or sending to contacts with expired consent, creating deliverability, compliance, and pipeline failures that human checks would catch.