Small & Mid-Sized Enterprises

Typical problems

• Limited budget and time for ML platforms.
• Hard to maintain custom scripts across staff turnover.
• Need quick wins: forecasts, scoring, and simple automation.

How DataWizardML helps

• Sensible defaults for prep, training, and evaluation.
• Clear comparisons to pick a reasonable model quickly.
• Local scheduling to refresh results without babysitting.

Example use cases

• Sales & demand forecasting; inventory optimization.
• Customer churn/retention flags; lead prioritization.
• Operations planning and simple anomaly alerts.

Getting started

• Install on an office server or desktop.
• Load spreadsheets/exports; configure refresh cadence.

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