Know Demand Before It Happens
ML forecasting that gets it right.
Build demand forecasting solutions that predict future demand accurately, accounting for seasonality, trends, and external factors—so you can plan with confidence.
Demand Forecasting Excellence
Our forecasting solutions predict demand accurately.
Poor demand forecasting cascades everywhere. Stockouts lose sales and frustrate customers. Overstock ties up capital and increases costs. Production planning becomes guesswork. Supply chain scrambles to react.
We build demand forecasting systems that get it right. ML models learn your patterns—seasonality, trends, promotions, events. External data integration captures market factors. Hierarchical forecasting aligns products, channels, and regions. The result: accurate forecasts that drive better decisions across the business.
Why Build Custom Demand Forecasting?
Expert forecasting development for your demand patterns.
Custom demand forecasting captures your unique patterns—your seasonality, your products, your channels—not generic models that miss the nuances.
Purpose-built forecasting integrates with your data sources, serves your planning processes, and evolves with your business.
Requirements & Prerequisites
Understand what you need to get started and what we can help with
Required(2)
Historical Data
Past demand/sales data for training.
Product Hierarchy
Product structure for hierarchical forecasts.
Recommended(1)
External Factors
Events, promotions, market data.
Common Challenges & Solutions
Understand the obstacles you might face and how we address them
Inaccurate Forecasts
Stockouts and overstock.
Our Solution
ML models with proven accuracy on your data.
Missed Patterns
Surprise demand spikes/drops.
Our Solution
Advanced pattern detection and external factors.
Manual Process
Time-consuming, inconsistent.
Our Solution
Automated forecasting with continuous learning.
Siloed Forecasts
Misaligned plans across teams.
Our Solution
Unified forecasting with hierarchical reconciliation.
Your Dedicated Team
Meet the experts who will drive your project to success
Demand Planning
Responsibility
Define forecasting requirements.
Experience
Demand/supply planning
Supply Chain
Responsibility
Provide planning context.
Experience
S&OP processes
Analytics
Responsibility
Define data requirements.
Experience
Data analysis
IT
Responsibility
Integrate with systems.
Experience
ERP/planning systems
Engagement Model
Ongoing model monitoring and improvement
Success Metrics
Measurable outcomes you can expect from our engagement
Forecast Accuracy
92%
MAPE or similar accuracy metric.
Typical Range
Bias Reduction
-50%
Reduction in systematic forecast bias.
Typical Range
Stockout Reduction
40%
Fewer lost sales from stockouts.
Typical Range
Inventory Reduction
25%
Lower safety stock needed.
Typical Range
Planning Time
-70%
Reduction in manual forecasting effort.
Typical Range
Forecast Coverage
100%
All SKUs covered automatically.
Typical Range
Return on Investment
Demand forecasting delivers ROI through inventory optimization.
Inventory Savings
15-25%
Within Lower carrying costs
Lost Sales Recovery
+5-10%
Within Fewer stockouts
Payback Period
4-8 months
Within Typical timeframe
“These are typical results based on our engagements. Actual outcomes depend on your specific context, market conditions, and organizational readiness.”
Why Choose Us?
See how our approach compares to traditional alternatives
| Aspect | Our Approach | Traditional Approach |
|---|---|---|
| Models | ML with your patterns Higher accuracy | Statistical averages |
| Factors | External data integrated Better adaptation | History only |
| Hierarchy | Reconciled forecasts Aligned planning | Disconnected levels |
| Updates | Continuous learning Always current | Periodic refresh |
Technologies We Use
Modern, battle-tested technologies for reliable and scalable solutions
Python
ML development
Prophet
Time series forecasting
scikit-learn
ML algorithms
PostgreSQL
Forecast data
Ready to Get Started?
Let's discuss how we can help you with predictive analytics.