Kajian Kes

Challenge: Manual customer service was costing S$500K/year and couldn't scale.

Result: S$350,000 in grant funding secured. 60% reduction in response time.

Challenge: Inventory management relied on spreadsheets, leading to frequent stockouts.

Result: S$200,000 in grant funding. 40% reduction in stockouts, 25% less excess inventory.

Challenge: Training ML models was prohibitively expensive on limited cloud budget.

Result: S$250,000 in compute credits. 5x faster model training, 70% cost reduction.