Know What to Ship,
Where, and Why
Align sales plans, inventory, and network constraints so every case moves through the most profitable route to the right location.
The Planning Gap in
Sales and Distribution
Regional Imbalance
High demand regions facing stockouts while slow locations sit on excess.
Blind Targets
National sales targets with no realistic view of where units will move.
Manual Hell
Manual spreadsheets for allocation, replenishment, and transfers.
Disconnected Plans
Distribution plans that ignore promo calendars, new launches, and seasonality.
The Result
System Performance
Business Outcomes
A structured Sales and Distribution Planning layer should deliver tangible, measurable metrics.
Availability
Higher on-shelf and online availability in priority channels and locations.
Allocations
Lower excess and obsolete stock through better allocation and rebalancing.
Cost Efficiency
Reduced distribution and handling cost per unit sold.
Speed
Faster planning cycles with less manual effort and fewer last-minute decisions.
Integrated Sales and Inventory Planning Framework
Sales targets are translated into product and location needs, not left at aggregate level.
Rudder designs a framework that:
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Links sales plans to demand forecasts at SKU/channel/location level.
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Aligns targets with service levels, capacity, and stock policies.
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Creates a shared baseline for sales, supply chain, and finance.
Channel and Location-Level Distribution Planning
Distribution decisions are made using data, not only historical allocations.
We configure planning views that:
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Map demand across regions, stores, warehouses, and online nodes.
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Define distribution rules by channel role, service promise, and capacity.
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Highlight where to over-index and where to hold back.
Allocation and Replenishment Logic
Allocation and replenishment logic is codified, monitored, and adjustable.
Rudder helps define and implement:
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Initial allocation rules for launches and seasonal ranges.
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Replenishment parameters: minimum and maximum levels, reorder points, and frequency.
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Exception rules for key SKUs, strategic accounts, and constrained items.
Scenario Analysis
Scenario Planning for Sales and Distribution
Planning decisions are stress-tested before they hit operations.
We build scenario capabilities that:
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Model demand and distribution under different promo, price, and launch plans.
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Show service, inventory, and logistics impact for "base", "upside", and "downside" cases.
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Help leaders choose plans that balance growth and risk.
Execution, Monitoring, and Exception Management
Planning only works if execution is visible and manageable.
Rudder provides:
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Dashboards for fill rate, stockouts, excess, and transfer activity.
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Alerts for locations breaching stock and service thresholds.
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Views that tie issues back to specific plans, rules, or assumptions.
Use Cases
Why Rudder Analytics
Network Analytics
Inventory and supply chain analytics for multi-location, multi-channel networks.
Robust Architecture
Data engineering and BI architecture for stable, repeatable planning views.
Smart Models
AI and statistical models where they add value to demand and allocation logic.
