Accelerate
    Science Product Pipelines with A.I. Model-Assisted Selection

    The Nucleus software platform helps science businesses reduce testing and accelerate wins by systematizing product development as learning to manipulate mechanisms. Our platform learns from your existing funnel testing data and a catalog of mechanisms mined from academic literature.

    We are working with:

    Systematizing Science with A.I.

    Nucleus Learns Why Products Work:

    Hard Science

    How can I identify more promising products while testing fewer candidates?

    Outcome

    Reduce early stage testing

    Typical early-stage product funnels need to test a wide set of candidates--and this is expensive. We've found the root cause to be that we don't know which mechanisms will fulfill product requirements. Should a tastier strawberry produce more sugar or more flavor compounds? Nucleus drops losing candidates using in-silico simulation to reduce early stage testing.

    Hard Science

    How can I advance candidates more quickly through phases?

    Outcome

    Accelerate pipeline advancements

    Typical product funnels require many successive phases of testing--and this is slow. We've found the root cause to be that mechanisms are entangled with each other and with the environment. Was this strawberry variety really tastier, or was it just a good year? Nucleus allows you to advance earlier by learning to disentangle mechanisms. It does this by combining your testing data with a simulation model built on a catalog of causal mechanisms mined from the academic literature.

    Consumer Science

    Which promos and prices would drive incremental profits for Product?

    Outcome

    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.

    Consumer Science

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

    Outcome

    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 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.

    Matt

    Alldian

    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.

    Scott

    King

    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.

    Kevin

    Marsh

    Director, E-Commerce - Bissell

    Solving these Problems Requires More than just Analytics

    Data
    Curation

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

    Fit For Purpose
    A.I.

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

    Scenario-
    Based Execution

    "Actionable insights"?never are. Drive process change.

    Principled Thinking Blog

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