Sales and Operations Planning with A.I.

The Nucleus software platform helps consumer durables brands optimize promo calendars, ad spend budgets, and demand plans by knowing what will happen to sales under changes to operating plans

We are working with:

Causal Models Build Better Plans

Nucleus Addresses Incrementality Under Intervention:

Which promos and prices would drive incremental profits for Product?


Increase gross margin up to 16%

The Nucleus platform automatically quantifies price elasticity from historical data. Product teams use Nucleus optimizers and what-if scenarios to confidently plan promos that hit sales targets while preserving margin.

Which half of agency spend is actually driving incremental sales from Media?


Increase ROAS up to 411%

The Nucleus platform automatically quantifies how every ad dollar drives incremental sales, including the effects of saturation, awareness and interaction with promos and season. Media teams can right-size and reallocate budgets to boost profits.

What facts can Sales use to justify incremental ordering to retailers?


Decrease time spent up to 80%

The Nucleus platform automatically builds a Sales-to-Consumer (STC) forecast at the individual retail store level, giving Sales fact-based story points to drive incremental retailer purchase volume for upcoming marketing initiatives.

How should Supply quantify the incremental sales of marketing efforts?


Increase forecast accuracy up to 70% points

The Nucleus platform automatically quantifies the incremental sales from marketing plans of promos and ad spend while making it easy to collaboratively fold those plans into more accurate S&OP.

What Nucleus
clients are saying

Once we started using Nucleus for our ad spend budget planning, we saw immediate opportunities to improve ROAS. We quickly learned which tactics just weren’t driving results and relied on the Ad Spend Optimizer to continuously replan and improve.



Marketing Director, Drinkworks

With Well Principled, we created a supply chain “nerve center”, being able to optimize costs and resources with machine learning, while funneling in input from customers, finance and commercial which led to best-in-class results in new product forecast accuracy.



VP Anheuser-Busch

With WP Nucleus we’re more confident in who we target, what products to promote, and the investment needed to scale return. The intelligence and automation it provides has greatly improved our efficiency.



Director, E-Commerce - Bissell

Solving these Problems Requires More than just Analytics


You can't curate data you don't know is bad. Know how to spot it.

Fit For Purpose

You don't trust you have the best plan. Use causal models.

Based Execution

"Actionable insights" never are. Drive process change.

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