Anna Airman

Key takeaways
- 12:23LEAFIO reports that customers can increase sales by up to 8% on average by improving product availability and eliminating lost sales.
- 18:34A typical implementation—including integration, a pilot, and scaling—takes approximately four to eight months, depending on company size and process complexity.
- 24:42The system automates target-stock calculations, order creation, and supplier submission so managers can concentrate on exceptions and bottlenecks.
- 27:46Demand-responsive buffers increase or decrease target stock quickly as actual sales change, supporting a pull rather than push replenishment model.
- 31:51Retail-specific settings and algorithms account for fresh goods, expiration risk, slow movers, promotions, and multi-echelon supply chains.
Questions Anna Airman answered
Common drivers include too many employees handling replenishment manually, limited process transparency, plans to scale, and poor inventory KPIs such as overstocks, out-of-stocks, lost sales, and slow turnover.
Webinar: Improve inventory performance to drive revenue in retail8:19
LEAFIO works with retailers of different sizes and verticals, including midsize chains with roughly 40–50 stores and larger supermarket businesses with 500–600 locations. Project scope is adjusted to the retailer's size and requirements.
Webinar: Improve inventory performance to drive revenue in retail14:27
Implementation is a joint project rather than a plug-and-play purchase. Integration, piloting, and scaling usually take four to eight months, depending on the retailer's size, processes, and internal team.
Webinar: Improve inventory performance to drive revenue in retail17:32
It is a cloud-based application that connects to the retailer's ERP through regular data exchange. It uses the incoming data to calculate replenishment quantities, create orders, and automate ordering.
Webinar: Improve inventory performance to drive revenue in retail19:35
Forecasts remain useful for long-term planning and supplier negotiations, but routine replenishment responds directly to actual demand changes. The system follows a pull methodology and readjusts orders as sales behavior changes.
Webinar: Improve inventory performance to drive revenue in retail28:46
In Anna Airman's words
“All the routine jobs should be done by the system, but the people who are involved in the replenishment process, in the ordering process, should focus on some smart tasks.”
Webinar: Improve inventory performance to drive revenue in retail13:26
“There is no silver bullet for that.”
Webinar: Improve inventory performance to drive revenue in retail17:32
“It's very important that the system should be very sensitive to the demand changes.”
Webinar: Improve inventory performance to drive revenue in retail28:46
“The two important KPIs are overstocks and out-of-stocks. These are the two KPIs that should be tracked by each retailer.”
Webinar: Improve inventory performance to drive revenue in retail44:05