What core data infrastructure must a company establish before unleashing artificial intelligence marketing agents?
Replied byCody Schneider
Co-Founder & CEO at Swell AI
Niche: Marketing
Revenue: Under $100K/mo
Location: Denver, Colorado, USA
Started: 2023
You must centralize your conversion events, customer profiles, and competitive intelligence within a queryable data warehouse like BigQuery or Snowflake. Agents require clean data to identify which audience segments convert best. Without structured data access, your automated agents will optimize toward random vanity metrics instead of driving actual software subscriptions and revenue.
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