Roadmap to an Intelligent Ireland

1. Discovery

Stakeholders, consent, KPIs, data inventory

Approved requirements and DPIA screening

2. Foundation

Identity, pipelines, master data, knowledge graph

Data quality and access-control tests

3. AI pilot

Matching, RAG, expansion insights

Precision, relevance, calibration and review

4. Agentic pilot

Approval-based introductions

Workflow auditability and security tests

5. Optimization

Portfolio, region and partnership allocation

Benchmark against classical baselines

6. Scale

Sector and regional expansion

Measured adoption, economic outcomes and governance