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Make Profit Not Waste

Supply Chain decisions have uncertain outcomes with enormous economic and environmental consequences.

Noodle.ai solution: Featurization

FEATURIZATION ©

Noodle.ai solution: Forecasters

FORECASTERS ©

Noodle.ai solution: Ensembler

ENSEMBLER ©

Noodle.ai solution: Reconciler

RECONCILER ©

OUR COMPANY

Noodle.ai enhances Advanced Planning Systems through innovative data science and AI/ML techniques.

We dramatically improve demand forecasts across hierarchies and time horizons by eliminating human bias and enabling an exception-based, demand planning process.

Noodle.ai solution: Featurization

FEATURIZATION ©

Noodle.ai solution: Forecasters

FORECASTERS ©

Noodle.ai solution: Ensembler

ENSEMBLER ©

Noodle.ai solution: Reconciler

RECONCILER ©

Noodle.ai solution: Ensembler

ENSEMBLER ©

Noodle.ai solution: Forecasters

FORECASTERS ©

Noodle.ai solution: Reconciler

RECONCILER ©

THE MACRO PROBLEM

The technology that is used to make supply chain decisions is based off infrastructure that existed 30 years ago.

Most Companies are stuck in the 90's.

Increased computational capacity of supercomputers and decreased cost of memory and usage have paved the way for Predictive and Generative AI.

Companies stuck in the 90's

OUR SOLUTION

Advanced Planning Systems are limited in many ways. Noodle.ai's innovative techniques redefine what is possible in Demand Forecasting.

Noodle.ai solution: Featurization

FEATURIZATION ©

Noodle.ai solution: Forecasters

FORECASTERS ©

Noodle.ai solution: Ensembler

ENSEMBLER ©

Noodle.ai solution: Reconciler

RECONCILER ©

OUR SOLUTION

Advanced Planning Systems are limited in many ways. Noodle.ai's innovative techniques redefine what is possible in demand planning.

FEATURIZATION ©

Noodle.ai's Featurization harnesses a variety of signals and data sets that help generate higher forecast accuracy. Using both people and technology, Noodle.ai works with customers to identify driver data sets with the greatest potential for creating lift, and automatically ingest and featurize the data sets for consumption by our library of forecasting algorithms.

FORECASTERS ©

Noodle.ai's Forecaster uses a combination of classical statistical models, Machine Learning models, and proprietary Deep Learning models. The Forecaster selects algorithms that are best suited for the various demand patterns seen across industries and products and incorporates driver data automatically. Each model is trained several times – once per forecast horizon and at multiple hierarchical levels.

ENSEMBLER ©

Noodle.ai's Ensembler finds the best combination of forecasters to use for each forecast unit, by taking into account forecaster performance, as well as portfolio and geographical context. The Ensembler also ingests other forecast streams at different hierarchical levels and learns which are most trustworthy, incorporating them into "synthetic consensus" forecast. 

RECONCILER ©

Noodle.ai's Reconciler solves aggregation and disaggregation issues by taking in forecasts at all hierarchical levels and optimizing accuracy by adjusting individual forecasts based on historical error. The Reconciler uses Machine Learning to create a consensus forecast from multiple streams at different hierarchical levels.

THE MACROPROBLEM

Most companies are stuck in the 90's.

The technology that is used to make supply chain decisions is based on infrastructure that existed

30 years ago.

Supply chain decision timeline

Increased computational capacity of supercomputers and decreased cost of memory and usage have paved the way for Predictive and Generative AI.

THE OPPORTUNITY

CERTAINTY VS UNCERTAINTY

The Fatal Flaw of every current Advanced Planning System is Deterministic Math. It forces you to chase Certainty. 

THE MACROPROBLEM

Most companies are stuck in the 90's.

The technology that is used to make supply chain decisions is based off infrastructure that existed 30 years ago.

Supply chain decision timeline

THE OPPORTUNITY

Increased computational capacity of supercomputers and decreased cost of memory and usage have paved the way

for Predictive and Generative AI. 

CERTAINTY VS UNCERTAINTY

The fatal flaw of every current Advanced Planning System is Deterministic Math.

Deterministic Math

It forces you to chase Certainty.

The development of AI has unleashed the Power of Probabilities.

Power of Probabilities

It enables you to embrace Uncertainty.

CERTIANTY VS UNCERTAINTY

The Fatal Flaw of every Current Advanced Planning System is Deterministic Math. It forces you to chase Certainty.

Deterministic Math

The development of AI has unleashed the #powerofprobabilities. It enables you to embrace Uncertainty.

Power of Probabilities

NEW MATH

FEATURIZATION ©

Incorporation of data and signals, in addition to historical orders and shipment

Noodle.ai solution: Featurization

ENSEMBLER ©

Blended forecast improving every prediction with every model in the library

Noodle.ai solution: Ensembler

FORECASTERS ©

Library of cutting-edge AI, ML, Probabilistic, and Deep Learning Models

Noodle.ai solution: Forecasters

RECONCILER ©

Identification of accuracy and bias reduction across product, geography, and time hierarchies

Noodle.ai solution: Reconciler

The development of AI has unleashed the Power of Probabilities. It enables you to embrace Uncertainty.

Power of Probabilities

CERTAINTY VS UNCERTAINTY

The fatal flaw of every current Advanced Planning System is Deterministic Math

It forces you to chase Certainty.

Deterministic Math

OLD MATH

OUR SOLUTION

OLD MATH

NEW MATH

Advanced Planning Systems are limited in many ways. Noodle.ai's innovative techniques redefine what is possible in Demand Forecasting.

LIMITED DATA

Forecast based on historical orders and shipments alone

Limited Data

FEATURIZATION ©

Incorporation of data and signals, in addition to historical orders and shipments

Noodle.ai solution: Featurization

LIMITED CHOICES

Forecast using a single algorithm, often selected through best-fit 

Limited Choices

ENSEMBLER ©

Blended forecast improving every prediction with every model in the library

Noodle.ai solution: Ensembler

LIMITED MODELS

Forecast using only Basic Auto-Regressive Models

Limited Models

FORECASTERS ©

Library of cutting-edge AI, ML, Probabilistic, and Deep Learning Models

Noodle.ai solution: Forecasters

LIMITED RULES

Forecast limited to simple aggregation and disaggregation

Limited Rules

RECONCILER ©

Identification of accuracy and bias reduction across product, geography, and time hierarchies

Noodle.ai solution: Reconciler

Make Profit Not Waste

LIMITED DATA

Forecast based on historical orders and shipments alone

Limited Data

LIMITED CHOICES

Forecast using a single algorithm, often selected through best-fit

Limited Choices

LIMITED MODELS

Forecast using only Basic Auto-Regressive Models

Limited Models

LIMITED RULES

Forecast limited to simple aggregation and disaggregation

Limited Rules

Advanced Planning Systems are limited in many ways. Noodle.ai's innovative techniques redefine what is possible in Demand Forecasting.

LIMITED DATA

Forecast based on historical orders and shipments alone

Limited Data

LIMITED MODELS

Forecast using only Basic Auto-Regressive Models

Limited Models

LIMITED RULES

Forecast limited to simple aggregation and disaggregation

Limited Rules

LIMITED CHOICES

Forecast using a single algorithm, often selected through best-fit 

Limited Choices

FEATURIZATION ©

Incorporation of data and signals, in addition to historical orders and shipments

Noodle.ai solution: Featurization

FEATURIZATION ©

Library of cutting-edge AI, ML, Probabilistic, and Deep Learning Models

Noodle.ai solution: Forecasters

ENSEMBLER ©

Blended forecast improving every prediction with every model in the library

Noodle.ai solution: Ensembler

RECONCILER ©

Identification of accuracy and bias reduction across product, geography, and time hierarchies

Noodle.ai solution: Reconciler

OLD MATH

NEW MATH

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