Well Principled

Well Principled

Using A.I. to make theory-based models work for science businesses

Founded 2018

St. Louis, United States 8 employees Grant Total: $2.60M Analytics, Automation +1

Well Principled is a startup that leverages AI to accelerate science-based product funnels by systematizing metascience through model-assisted selection. The company reframes product development as "learning to manipulate a mechanism" and facilitates enterprise-wide learning of identifying and disentangling mechanisms that lead to successful products. Its software enables science businesses to expedite time-to-market with fewer physical tests by encoding learnings in a simulation model trained on existing funnel testing data and a catalog of mechanisms from academic literature. The company has successfully applied its approach across diverse domains such as consumer science and hard science of electrochemistry for battery design and manufacturing. Well Principled's technology encapsulates core metascience learnings and consists of a universal mechanistic simulation modeling language, a system for learning mechanism parameters from data, and a system for building environmental simulators and business optimizers. Its "super suit" data architecture enables rapid customization of applications to accelerate science business product pipelines in any domain. Founded in 2018 and headquartered in the United States, Well Principled received a $50.00K grant investment on 28 October 2020 from Arch Grants. Their innovative approach and versatile technology position them as a promising player in the science business acceleration space.

Funding Stage	Amount	Investors	Lead Investors	Date
Grant	$50.00K	1	Arch Grants	28 Oct 2020
Seed Round	$1.55M	3	Soma Capital, Global Founders Capital +1	30 Aug 2019
Pre Seed Round	$1.00M	5	Cultivation Capital, Founders Fund +3	31 Mar 2019

Funding Stage

Amount

Investors

Lead Investors

Date

Grant

$50.00K

Arch Grants

28 Oct 2020

Seed Round

$1.55M

Soma Capital, Global Founders Capital +1

30 Aug 2019

Pre Seed Round

$1.00M

Cultivation Capital, Founders Fund +3

31 Mar 2019

FAQ About Well Principled

Using A.I. to make theory-based models work for science businesses

Well Principled was founded in 2018.

Well Principled is headquartered in St. Louis, United States.

Well Principled operates in Analytics, Automation and Supply Chain. Its work centres on AI model-assisted selection, science-based product funnels, metascience and mechanism manipulation.

Well Principled has approximately 8 employees.

Well Principled has completed 3 funding rounds, raising a total of $2.60M. The latest funding stage is Grant.

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About Well Principled

Funding Rounds & Investors (3)

FAQ About Well Principled