Retail & direct-to-consumer
For commercial and operations leaders: coordinate demand, pricing, staffing, inventory and working capital across channels and locations.
The decisions behind the industry.
Retail decisions couple availability, assortment and cash. Examine replenishment, promotions and supplier terms together so that stock availability does not obscure waste, markdowns or capital tied up in slow-moving items.
Typical decisions
- How much inventory should each location hold, and how should sourcing change when demand or lead times become uncertain? Supply chain & procurement resilience
- Which operating choices protect liquidity without weakening fulfillment or supplier relationships? Cash flow & working capital
- Which decisions can AI support, who remains accountable, and what must be explained before a recommendation is executed? Enterprise AI & decision governance
- Can teams reconcile orders, stock and capacity across systems, trust their freshness and explain which records informed a decision? Data governance & lakehouse foundations
Start with the operating evidence.
Begin with a category and a clearly defined channel. Reconcile sales, returns, stock and inbound purchase orders; flag promotions and substitutions rather than treating every demand change as a new trend.
Agree how value will be measured.
Begin with one decision, a named business owner and a baseline period. Review recommendations alongside the existing process before connecting execution. Agree the data refresh cycle, approval limits, exception handling and measures of service, cost and risk. Outcomes depend on the agreed scope and evidence; illustrative scenarios are not promised customer results.
Related capabilities
- Supply chain & procurement resilience Balance service levels, inventory and supply risk across procurement, replenishment and allocation decisions.
- Cash flow & working capital Bring finance and operations onto the same view of liquidity, inventory, receivables and payment timing.
- Enterprise AI & decision governance Move from an AI experiment to a governed workflow, with private deployment, human approvals and traceable execution.
- Data governance & lakehouse foundations Build the data foundation for enterprise decisions. AEVO connects governance, data lakes and Medallion pipelines to analytics, AI and decision optimization.
See the decision with synthetic data.
Related perspectives
Start with a decision that matters.
Tell us where cost, capacity, risk or cash is limiting performance. We will help define a focused evaluation before committing to a wider transformation.