Unstable forecasts
Inaccurate, sales-led forecasting and disconnected local planning drive constant changes — and an unstable production plan that’s reworked again and again.
Industry Solution · Food & Beverage
Probabilistic AI for demand forecasting, perishability-aware inventory optimization, and promotions planning — delivering flawless service with minimal waste across short-shelf-life supply chains, even when demand is volatile and retailers demand perfection.
Overview
Short shelf lives turn forecast error straight into waste. Layer on promotional peaks up to 30× baseline, retailer OTIF penalties, and thousands of SKUs with different expiry dates, and deterministic, monthly S&OP planning locks in the wrong bets — overstocking slow movers into spoilage and write-offs while stocking out of bestsellers during the promotions and peaks that matter most. ToolsGroup’s food and beverage supply chain planning software closes that gap with range-based probabilistic forecasting and decision intelligence that understands seasonality, perishability, and storage constraints — continuously steering demand, supply, and service toward your financial targets to deliver flawless service with minimal waste.
Aggregate outcomes across ToolsGroup customers in food and beverage manufacturing and distribution.
99 %+
Service levels
30 %
Less obsolescence & waste
Up to 30 %
Less lost sales
20 %
More freshness at purchase
When shelf life is short, promotions are constant, and retailers penalize every missed delivery, legacy planning turns food and beverage into firefighting — eroding service, freshness, and margin all at once.
Inaccurate, sales-led forecasting and disconnected local planning drive constant changes — and an unstable production plan that’s reworked again and again.
Overstocks of slow movers tie up working capital, while stockouts during promotions and peaks lose sales — and trigger retailer OTIF chargebacks and lost shelf space.
Thousands of SKUs with varying shelf lives and production constraints overwhelm manual processes, turning working capital into spoilage and write-offs.
Price erosion, constant promotions, and rising raw-material and energy costs squeeze margins from every side, even as private-label competition intensifies.
Monthly S&OP cycles are too slow for daily volatility; decisions run on outdated data, and firefighting disruptions becomes the everyday operating model.
Every capability runs on Decion, ToolsGroup’s agentic decision intelligence platform — demand, supply, and inventory planning unified in one self-steering system, with pre-built ERP and WMS connectors.
AI-powered probabilistic forecasting at the daily SKU-location level that creates stable plans even with fluctuating retailer and consumer demand and short shelf lives.
Probabilistic Demand Forecasting : Probabilistic demand forecastingMulti-echelon inventory optimization that understands seasonality, perishability, and delivery and storage constraints — maximizing freshness and service while cutting waste and expiry.
Multi-Echelon Inventory Optimization : Perishability-aware MEIOIntegrated production and supply planning that models all constraints — from lead times and truck capacity to lot sizes, co-manufacturing limits, and BOMs — for feasible plans.
Supply Planning : Constraint-aware production & supply planningRe-plan in-week when promos overperform, yields miss, or weather moves demand. Balance service against shelf life and waste before inventory ages out — not at next month's meeting.
S&OE and Response Planning : Response planning for volatile demandAI-driven uplift prediction and inventory-aware promo, pricing, and channel allocation — driving promo ROI without stockouts in some regions and excess in others.
Promo Optimization : Inventory-aware promotions optimizationAutomated, service-driven replenishment tuned to retail OTIF windows — keeping shelves full without over-ordering perishables into spoilage.
Replenishment : Service-driven replenishmentTraditional forecasting is deterministic — a single number per SKU, with static safety stock. That works for steady demand. In food and beverage, demand is anything but. Promotions drive peaks up to 30× baseline, seasons and trends swing demand, and frequent launches and reformulations erase forecast history — while short shelf lives turn every forecast error into spoilage. A single average can’t model that, so you either overstock into waste and write-offs or stock out during the promotion or peak that mattered most — and take a retailer OTIF penalty for it.
Probabilistic planning models the full range of demand — including promotional uplift and perishability windows — instead of one fragile number. It produces stable plans that protect both service and freshness — the foundation Decion builds on, across perishability-aware inventory optimization, promotions planning, and agentic AI.
In the Gartner® Magic Quadrant™ for Supply Chain Planning Solutions, 2025, ToolsGroup is noted for the strength of its probabilistic approach to managing demand and supply uncertainty — the core challenge facing food and beverage planners.
Also recognized: 4.5★ Gartner Peer Insights
The hard part of food and beverage planning — perishability, promotional volatility, retailer OTIF pressure, thousands of short-life SKUs — is the same whatever you produce. A few sectors where we have customers today:
Highly perishable, promotion-heavy ranges planned across refrigerated networks and tight freshness windows.
Fast-growing, new-category producers forecasting volatile demand and scaling through rapid expansion.
Gluten-free, infant, and dietary producers balancing strict quality, freshness, and frequent new launches.
Bakeries and pastry producers planning ultra-short shelf lives, daily freshness, and promotion-driven demand peaks.
Pasta, jams, and shelf-stable FMCG ranges managing promotions, private-label pressure, and broad SKU mixes.
Coffee, spirits, and drinks producers optimizing lean production and availability across global markets.
Quick-service and foodservice networks keeping ingredients fresh and available across high-volume locations.
Don't see yours? If you plan perishable, promotion-driven products against retailer service commitments, the challenge is the same — and so is the fit.
Customer proof from operations spanning dairy, specialty foods, and ambient packaged foods.
Analyst reports, guides, case studies, and webinars on probabilistic forecasting, perishability-aware MEIO, and promotional planning.
Questions buyers ask about food & beverage planning software.
Talk to a specialist who understands perishable, promotion-driven supply chains.