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Demand planning

Collaborative demand planning with AI

With Pyplan Demand Planning, forecasting ceases to be a statistic and becomes a competitive advantage. Incorporate external variables, simulate scenarios in seconds, and connect all areas around a single living plane.

More precision, more collaboration, more impact on results.

See Pyplan in Action

Real collaboration between areas

Marketing, sales, operations and finance work with the same criteria and the same information. This speeds up the path from the forecast to the final plan and makes it easier to reach agreements.

More transparency and trust in numbers

It can be clearly seen which factors influence the prognosis. This way, all teams understand the reason for the results and align more easily.

Continuous and responsive planning

The system incorporates short-term signals — such as data from the point of sale, weather, social networks or changes in customer behavior — to adjust the forecast before major deviations appear.

Fast and hassle-free setup

The screens and templates are flexible and adapt to the business without the need for lengthy or complex projects.

Scalable and adaptable to different structures

It allows you to plan by product, channel, location or region. Attributes can also be used to work with new products that don't yet have a history.

Main Features

Adaptive AI agents (Gen AI + ML)

They learn from their data and adjust predictions continuously; they combine statistical and causal models; they offer explanations of the drivers.

Demand detection and outdoor signals

It integrates POS, weather, social networks, promotions and other high-frequency signals to update the short term.

Hierarchical and Attribute Modeling Multilevel Forecasting

(SKU-Channel-Region-Store) and attribute forecasting for releases without a history.

Hypothetical simulation with operational and financial impact

Test pricing, promotion, combination and event scenarios; assess risks and prioritize the best response.

Digital Consensus and Workflows

Governance of releases, approvals and comments; gather cross-functional inputs for a single, auditable plan.

+50 statistical, econometric and machine learning models

Automatic selection of the best method by series (statistical, ML, causal); segmentation and automation by policies.

They trust Pyplan

“Pyplan has saved us thousands of hours by simplifying complex processes and facilitating collaboration between teams.”

See success stories

Resources

Article

The 3 layers that define planning in 2026

People, Processes and Technology

Article

When planning needs intelligence that acts

Why it's no longer enough to analyze data to make good decisions

Article

Simulate, compare and decide without losing control

Planning is choosing between alternatives. The Pyplan scenario manager allows you to simulate different futures, compare impacts and make informed decisions, without breaking the consistency of the model or official data.

See Pyplan in action

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Collaborative demand planning with AI

Main Features

Adaptive AI agents (Gen AI + ML)

Demand detection and outdoor signals

Hierarchical and Attribute Modeling Multilevel Forecasting

Hypothetical simulation with operational and financial impact

Digital Consensus and Workflows

+50 statistical, econometric and machine learning models

A platform for deciding with a complete view

They trust Pyplan

Resources

The 3 layers that define planning in 2026

When planning needs intelligence that acts

Simulate, compare and decide without losing control

See Pyplan in action