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Technology is Helping Ports Optimize Their operations in Global Containerization Services. African American male transport engineer walking with holding a tablet computer to examine cargo in a commercial dock.
Use Case

Demand Planning

Improve service levels and cut inventory costs with precise demand plans. Alteryx combines internal data and market signals to boost forecast accuracy, transparency, and scenario planning — helping teams align faster and adapt easily to shifting demand.

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Unlock Better Outcomes in Supply Chain

AI-driven forecasting can reduce errors by 20–50% (McKinsey, 2024). However, organizations may find themselves mired in spreadsheets or rigid demand planning software that’s difficult to configure and slow to adapt. Business users struggle to adjust assumptions without IT or data science support, leaving forecasts rigid and hard to explain. Fragmented data obscures drivers behind shifts, while limited scenario analysis slows S&OP. The result is higher inventory, missed revenue, and longer cycles reconciling numbers instead of building consensus.

Fragile or rigid tools

Planners face fragile spreadsheets or rigid systems, forcing reliance on specialists instead of adjusting forecasts themselves.

Fragmented demand signals

Teams struggle to unify ERP, CRM, POS, and external inputs, reducing trust in forecast drivers.

Manual, repetitive work

Planners spend excessive time on repetitive data prep and reporting, delaying forecast cycles and decisions.

Lacks AI-ready data

Without contextual, governed inputs, planners receive opaque forecasts that drift and fail to inform decisions.

S&OP misalignment

Disconnected teams debate numbers instead of building consensus, delaying S&OP cycles and decisions.

How Alteryx One Powers This Use Case

Alteryx One blends ERP, CRM, POS, and external data into a unified, trusted demand view. Forecasting models can be created and compared without technical barriers, while scenario testing highlights upside and downside risks for faster conversations. Workflow automation keeps forecasts refreshed and approvals auditable. Outcomes include quicker alignment, greater transparency, and resilient plans that adapt to promotions, volatility, and market disruptions without relying on hard-to-change software.

Integrated data access

Unify ERP, CRM, POS, external drivers

Automated workflows

Refresh forecasts, retrain models, test scenarios

Advanced analytics & AI

Blend demand sensing, compare forecasts, explain drivers

Governance

Embed lineage, approvals, explainability into every forecast

 

From Data to Business Value: How It Works

Your data inputs
  • Historical sales and promotion records
  • Channel, distributor, or customer demand data feeds
  • External drivers: weather, macroeconomic data, sentiment
  • ERP, CRM, and marketing system extracts
  • Governance rules and audit requirements
What Alteryx does
  • Automates demand forecasting workflows with explainable results
  • Cleans and aligns sales, channel, and external data
  • Applies generative AI to accelerate forecast design and validation
  • Integrates ERP, CRM, and external demand drivers seamlessly
  • Enables scenario testing and advanced planning analytics without coding
How it works for you
  • Forecasts ready for BI platforms, LLM applications, or ERP execution
  • Governed datasets prepared for AI modeling and sensitivity analysis
  • Automated reports and dashboards for faster S&OP collaboration
  • Audit trails that explain forecast changes and approval
 

Business value & ROI

Fewer stockouts and reduced excess inventory costs

Shorter planning cycles with faster consensus decisions

Lower working capital tied up in inventory buffers

Scalable forecasting process that adapts to promotions and volatility

 

How Teams Like Yours Turned Challenges into Success

$250K

saved by building reports in house


“Before, it would have taken me a year to create this one report on 5-year forecasts and now we can run 3,300 active material numbers in less than 3 minutes. The time savings that we’ve experienced with just this one report is astronomical.”

Byron Waugh, Demand Planning and Forecasting Manager
SaskTel

100+

workflows deployed


“Prior to Alteryx, decisions were made based on gut feeling. This way, we are able to get closer to a more scientific way to do it.”

Meghan Gohil, Automation and Data Visualization Manager
Fender

Inventory Management Analytics Inventory Management Analytics

$500K

saved through inventory optimization


“Our model in Alteryx is constantly making predictions based on thousands of variables — from product data to raw material supplies. The data we get is accurate and powerful when combined with our procurement and manufacturing teams’ knowledge.”

Jeff Gordon, Director of Procurement, Warehousing, and Analytics
Armor Express

 
 
 

Related Use Cases

 
 

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Quality Assurance and Control

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Explore More Alteryx One Resources

 
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Event
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Why Choose Alteryx One?

 

What Are the Demand Planning & Forecasting Capabilities Unlocked with Alteryx One

 
Demand forecasting

Blend historical, forward-looking, and downstream data with predictive models to generate accurate forecasts — reducing errors and improving planning confidence across products and regions.

 
Demand planning

Increase forecast frequency and compare multiple versions to reach consensus, then publish approved outputs directly into BI platforms, LLM applications, or ERP systems for execution.

 
Demand sensing

Capture external signals such as customer sentiment, market data, or social activity to sense shifts early — moving beyond rule-based methods to adapt quickly in consumer markets.

 
Demand shaping

Test and validate promotions, pricing, or product launches with A/B methods and sentiment analysis, shaping demand strategies that boost profitability while reducing overstock and stockouts.

 
Governed data for forecasting with AI

Ensure forecasts are built on contextual, auditable, AI-ready data with embedded logic and lineage, reducing drift, hallucinations, and ensuring results remain explainable and trusted.