Chocolabs – Smarter Decisions, Smarter Growth

As Chocolabs scaled from 37 to 86 stores, the brand chose Pardon AI as its digital growth partner. Pardon AI continuously monitored sales performance for each location and analysed regional preferences in detail—identifying which product groups over-performed by city, and when traffic and demand peaked throughout the week.

These insights powered better site selection, smarter stock planning, and granular menu optimization. With AI-driven recommendations embedded into day-to-day operations, Chocolabs reduced operational costs by 12% while increasing sales efficiency by 25%, turning rapid expansion into sustainable, data-backed growth.