QASSANDRA
Demand & Supply Intelligence
Predict demand. Plan supply. Optimize inventory.
An AI-powered demand and supply intelligence platform that connects sales, inventory, production, procurement and supply signals to reveal what is changing, what is driving it, and what the business needs to do next.
Qassandra works alongside your existing systems, bringing together internal business data, external signals and planner knowledge to create a connected view of demand and supply — helping organizations forecast more effectively, plan supply with greater confidence, maintain the right inventory and make better business decisions.
The Problem
The challenge isn’t simply forecasting demand..
Large organizations already operate ERP, planning, inventory, financial, dealer and supply-chain systems. Yet demand signals and forecasts often remain disconnected across the value chain.
This disconnect can lead to excess inventory, slow-moving stock, inflated pipelines, missed availability, and working capital tied up in uncertainty.
01
Dealer
02
Distributor
03
Warehouse
04
Plant
04
Raw Materials
Qassandra connects the chain.
It creates a unified intelligence layer between demand signals and the operational decisions that follow
QASSANDRA
intelligence
Six connected capabilities turn fragmented demand, business and supply signals into connected intelligence that helps teams make better operational decisions.
SENSE
Capture the signals.
Bring together sales, sell-out, inventory, promotions, pricing, product changes, lead times, capacity and external signals such as weather, events and market conditions.
FORECAST
Predict what is likely to happen.
Forecast demand at the product × location × week level while modelling uncertainty rather than relying on a single-point estimate.
RECONCILE
Connect demand to supply.
Translate downstream demand signals into implications for distribution, production, procurement and raw-material requirements.
EXPLAIN
Understand what is driving the forecast.
Identify what changed, why it changed and which factors are influencing demand and forecast movement.
SIMULATE
Test what could happen next.
Model scenarios involving demand shifts, promotions, pricing, weather, customer changes, product transitions, supplier lead times and other business conditions.
OPTIMIZE
Turn intelligence into action.
Use connected intelligence to improve decisions around inventory, production, availability, procurement and working capital.
THE QASSANDRA MODEL
From signals to enterprise decisions.
Qassandra sits alongside the systems organizations already use.
It does not replace ERP, planning or manufacturing systems. It connects them — creating a shared intelligence layer between demand signals, forecasts, supply realities and enterprise decisions.
THE INTELLIGENCE ADVANTAGE
Demand doesn’t happen inside a spreadsheet.
Weather changes demand.
Festivals change demand.
Promotions change demand.
Pricing changes demand.
Customer behaviour changes demand.
Product transitions change demand.
Not every change in sales represents genuine incremental demand.
A spike may be temporary. Demand may have been pulled forward. Inventory may have shifted between channels.
Qassandra helps separate the signal from the noise — distinguishing underlying demand, incremental demand and demand pulled forward. The question is no longer just: What did we sell? It is: What is actually happening in demand — and what is likely to happen next?
FROM FORECAST ACCURACY TO BUSINESS VALUE.
The common question
How accurate is the forecast?.
The more valuable question
What does a better forecast do for inventory, availability and working capital?
Qassandra connects forecast performance to measurable operational and financial outcomes.
PROVEN IN PRACTICE
Real data. Real operating conditions. Measurable results.
Case Study — Demand Forecasting
7
Plant network
952
Products
5 yrs
Weekly historical data
Qassandra was applied across a seven-plant network to evaluate rolling forecasts against actual demand using five years of weekly historical data covering 952 products.
START WITH A PILOT
Prove the value using your own data.
Start with a focused pilot designed to demonstrate measurable improvements in forecasting and quantify their impact on inventory, availability and working capital.
Demand → Inventory → Supply → Business Impact
Not another technology project.
A measurable business case.
CONNECT DEMAND TO BETTER DECISIONS.
Talk to Semiotica about how Qassandra can connect demand, forecasting, inventory and supply decisions across your business.