Two systems designed together. A brand-first, conversion-optimised website with dedicated journeys for consumers, franchise partners and investors, mobile-first, SEO-ready and structured for discoverability. Alongside it, a purpose-built ERP that unifies inventory, order fulfilment and franchise performance into one data model, with a BI layer surfacing live KPIs across revenue, turnover and fulfilment. Franchise and D2C now run on one platform with 100% real-time inventory visibility, and every order, stock movement and franchise sale is a structured event in one place. That is the data layer a forecasting agent runs on, and it is live. Agent next: a demand-forecasting agent that proposes replenishment per franchise from the ERP data, and an order agent that handles D2C exceptions end to end.