Agentic Data Organisation with Claude

Project overview

This project shows my operational model for an agentic data organisation. Claude coordinates. Specialist agents execute.

Goals

Target state:

• shorter time from data question to decision
• clearer ownership between analytics, platform, and governance
• higher data quality and better compliance

Structure

Top layer:

• Head of Data & AI (Claude) for prioritisation and coordination

Second layer:

• Analytics Lead with analytics and dashboard agents
• Data Platform Lead with pipeline and infrastructure agents
• Data Governance Lead with quality and compliance agents

Execution layer: EXAMPLES:

• Analytics Engineer
• Dashboard Agent
• Pipeline Engineer
• Security & Compliance Agent
• Data Quality Agent

Results

Results:

• more predictable delivery flow
• earlier quality gates
• faster iteration in specialist roles
• preserved overall control

Deep dive

Read the full breakdown in the blog post:

Agentic Data Organisation: How I Set Up an AI-Driven Data Organisation with Claude