Explainable Artificial Intelligence | Machine Learning

Predictions With The Why®

Explainable Machine Learning

simMachines provides the only machine learning software that can provide “the Why” behind every prediction at the speed and scale necessary to drive marketing, fraud, and compliance applications in a real-time world.

Accurate

Our explainable predictions will match or outperform any other method

Justifiable

Predictions with the Why provide trust and understanding through transparency

Actionable

The weighted factors behind every prediction reveal actionable intelligence that drives transformative business impacts

Measureable

Continuous learning enables every action’s predictive drivers to constantly be measured and automatically adjusted

AI Enabled Customer Segmentation Will Transform Marketing*

Explainable AI (XAI) Revolutionizes Marketing Segmentation

Similarity based explainable AI revolutionizes segmentation for customer marketing and audience creation for ad campaigns, providing unparalleled predictive power and contextual relevancy.

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Similarity-based Machine Learning

simMachines achieved world-renowned breakthroughs in scale and speed with similarity. Unlike decision trees or neural networks, similarity methods make predictions explainable, understandable and actionable.

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Transparency & Insight

simMachines is the only Machine Learning technology that provides “the Why” behind every single prediction we make.  Our technology then groups predictions into dynamic predictive segments to enable business users to take insight driven action with great precision and speed.

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Business Applications

Our technology helps large global enterprises realize significant performance gains, efficiencies, and innovation in tackling marketing, fraud and compliance challenges.

Focus Areas

simMachines focuses on transformative marketing applications that drive significant efficiency and performance gains. We deliver marketing applications for Retailers, Financial Services firms, and Media companies.

What People Are Saying

JAS GLOBAL ADVISORS

JAS was faced with nearly one million pages of unstructured textual data. simMachines plowed through the data like a blowtorch through butter. Their tools quickly grouped the data into similar models, created “diffs” for human spot-checking, and offered a flexible configuration interface for tuning. simMachines worked extremely well in our high security environment which imposed unique technical and procedural requirements. They strived to understand our business requirements and continuously delivered beyond our expectations.

JAS GLOBAL ADVISORS

E-THERAPEUTICS PLC

While other vendors provided parts of what we needed, SimMachines were able to deal with all our specific requirements of indexing very sparse, high-dimensional data, being able to use both metric and non-metric spaces and performing searches quick enough to power a user facing application.

E-THERAPEUTICS PLC

FoodEssentials, Inc

Working with simMachines has been a delight and an education. Anyone who works with data should consider working with simMachines and using technology to reduce costs as well as create new products.

FOODESSENTIALS, INC

Latest NewsAll News On our Blog

How XAI Enhances Predictive Analytics in Banking
Dave Irwin | 03, July

Predictive analytics plays an important role in the banking industry when it comes to fraud prevention, risk assessment, and more. Discover how explainable AI can enhance the functions predictive analytics serves in banking.

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Custom Model Predictive Audiences Dynamically with Speed and Precision
Dave Irwin | 01, June
Custom Model Predictive Audiences Dynamically with Speed and Precision Facebook recently announced that it will no longer support
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CIO Journal Coverage
Dave Irwin | 29, May
CIO Journal CoverageCIO Journal – AI Has Some Explaining To Do According to CIO Magazine, May 2nd, 2018,
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*Capture The Customer Moment With Dynamic Predictive Segmentation, a January 2018 commissioned study conducted by Forrester Consulting on behalf of simMachines