RACI Matrix

Activity Tech BA ETL Dev Data Architect DBA Unica+ Marketer Service Team MaxAI
Define Canonical Entities & Semantics A C R I C I C
Define Source→Interface Mapping (Marketing DM) A C C I C I I
Configure Metadata Tables for Entities/Mappings C C A I C I I
Develop ETL Pipelines (LDZ→RDV, Mart→Interface) C A C I C I I
Code Generation Setup & Maintenance I C A I C I I
Daily Job Monitoring & Basic Checks I I I I C A/R I
Execute Runbooks (Restart/Rerun/Backfill) I C I I C A/R I
Investigate Job Failures (First-Level) I C I C I A/R I
Deep-Dive Failure Analysis (Logic/Design) A/R A/R C C I C I
DB Performance & Capacity Management I C I A/R I C I
Release & Deployment Coordination C C C C A/R I C

ML Model Integration (STO/NBC)

I C A C I I A/R
MAX AI Insight Consumption (No Model Changes) I I C I I I A/R
Audience Resolution Configuration & Validation C A/R A I C I I
Aggregate Layer Configuration & Validation C A/R A C C I C
Pipeline Orchestration Framework Configuration (Grandmaster / Master / Leaf DAGs) I A/R A C I C I
Service Team Runbook Authoring C C C C A/R I I
Service Team Training & Enablement C C C C A/R A/R C