Phase 1 (0–6 months) — Foundation: data audit and governance, partner baseline, priority use cases, KPIs and safety principles.
Phase 2 (6–12 months) — Pilots and capability: lifecycle CRM pilot, demand forecasting, search and recommendations, multilingual service assistant.
Phase 3 (12–24 months) — Scale across franchise: shared partner dashboards, inventory optimisation, localised AI models, unified product intelligence.
Phase 4 (24–36 months) — Omnichannel integration: connected customer journeys, intelligent fulfilment, next-best-action, automated reporting.
Phase 5 (36+ months) — Lead and innovate: a parenting intelligence platform, predictive lifecycle engagement, partner ecosystem services, continuous AI optimisation.
Success factors: brand trust and safety, franchise alignment, customer consent, measurable ROI and local market relevance. Key enablers: a modern data platform, unified product taxonomy, responsible AI governance, skilled teams and strategic partners. Next steps: validate baselines, secure partner participation, prioritise three pilots, launch a twelve-month programme, and measure, learn and scale.