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Cost of Manual Work — Consumer Packaged Goods
See what repetitive manual work is costing Consumer Packaged Goods teams each year — where trade promotion eats 15-25% of gross sales and the lift analysis says half of it loses money — but the planning team keeps approving the same activity because Walmart said no to the cut.
What this means for Consumer Packaged Goods
- Trade promotion eats 15-25% of gross sales and the lift analysis says half of it loses money — but the planning team keeps approving the same activity because Walmart said no to the cut.
- Retail execution at store level is a black box — out-of-stocks, share of shelf, and planogram compliance are reported by a field team that visits 8% of stores monthly.
- Demand forecasting accuracy at the SKU-DC level is in the 60s — production whiplash, stranded inventory, and emergency airfreight are baked into the cost structure.
Where it pays to act
- Trade promotion optimization — model lift, cannibalization, and ROI by event using POS and shipment data so the next planning cycle stops repeating losing promotions.
- Demand forecasting at the SKU-DC level using POS, weather, promotion, and event data — and the S&OP discipline to actually act on the forecast.
Adjust the inputs to match your Consumer Packaged Goods team.
What manual work costs you
Annual cost
₹6.6 L
People-weeks / year
33
Recoverable via automation
₹4.62 L
Payback
7.8 mo
What this means
Consumer Packaged Goods teams lose 33 people-weeks a year to this work — about ₹6.6 L. Automating the routine ~70% recovers ₹4.62 L a year.
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Cost of manual work — summary
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