Product · Beta

NPI Demand Forecaster
Anticipate your next launch.

Upload your sales history, define the new product, and NodeSignal finds the closest analog products to generate a data-driven S&OP consensus plan — with Low / Base / High confidence bands your team can plan around.

Step 1
Sales history data
Upload CSV or use the demo dataset
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Drop CSV here

or browse to upload

or

8 products · 3 categories · 18 months

Step 2
New product definition
Describe the product you are launching
Optional — improves analog matching
Blank = median of matched analogs
Expected CSV format
ℹ️
Required: product_id, date, units_sold

Optional: product_name, category, price, launch_date, revenue

Column names are detected automatically. One row per product per month.
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Ready to forecast your next launch

Load sales history and configure your new product to generate an analog-matched S&OP demand plan with confidence intervals.