Step 5: Scenario Analysis
==========================

This step demonstrates comparing multiple business scenarios systematically.

Overview
--------

Learn how to use scenario analysis for strategic planning.

For detailed documentation, see the README in the tutorial directory.

Key Topics
----------

- Scenario definition and management
- Optimistic/baseline/pessimistic scenarios
- Market demand sensitivity
- Capacity expansion scenarios
- Scenario result visualization

Quick Start
-----------

.. code-block:: bash

   cd tutorials/production_planning/step5_scenario_analysis
   python sample_data.py
   python production_scenarios.py

See Also
--------

- :doc:`step4_scaled` - Previous step
- :doc:`step6_sensitivity` - Next step: Sensitivity analysis
- :doc:`index` - Production planning tutorial overview