Phased rollout consistently outperforms broad immediate deployment. Recommended sequence: Weeks 1–2: Pilot deployment with 3–5 core risk or compliance users to validate intelligence quality against your specific needs. Weeks 3–4: Expand to legal and strategy teams, plus key business leaders. Month 2: Add regional teams or business unit leads. Month 3: Broader organisational access based on role relevance. Metrics and adoption tracking are provided throughout. Early wins from the pilot group drive organic expansion more effectively than top-down mandates.