Bhaskar Dutta

Enterprise marketing analytics is constrained not by data, but by specialization and handoffs. Translating business intent into reusable strategies takes weeks across multiple teams. In partnership with Acxiom, Prophecy built a specialized AI agent that transforms business intent into production-grade, governed data pipelines. The agent learns schema, relationships and data distributions, understands business intent, automatically invokes analytical models (propensity, affinity, segmentation) and compiles deterministic Spark and SQL workflows executed on Databricks under Unity Catalog governance. What once required multiple teams and weeks of iteration is reduced to a swift, flexible, governed conversational workflow executed by a single marketer - no SQL, no handoffs. This architecture embeds institutional knowledge into reusable AI skills, enabling marketers while maintaining full auditability, lineage and reproducibility, fundamentally reshaping how marketing teams operate.